diff --git a/algebricks/algebricks-common/pom.xml b/algebricks/algebricks-common/pom.xml
index a5677a5..13f879b 100644
--- a/algebricks/algebricks-common/pom.xml
+++ b/algebricks/algebricks-common/pom.xml
@@ -6,7 +6,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -16,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -26,7 +27,7 @@
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-api</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   </dependencies>
 </project>
diff --git a/algebricks/algebricks-compiler/pom.xml b/algebricks/algebricks-compiler/pom.xml
index 8dc083d..9527512 100644
--- a/algebricks/algebricks-compiler/pom.xml
+++ b/algebricks/algebricks-compiler/pom.xml
@@ -6,7 +6,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -16,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -26,12 +27,12 @@
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>algebricks-rewriter</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>algebricks-core</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   </dependencies>
 </project>
diff --git a/algebricks/algebricks-compiler/src/main/java/edu/uci/ics/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java b/algebricks/algebricks-compiler/src/main/java/edu/uci/ics/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java
index edc1b66..2b24bd0 100644
--- a/algebricks/algebricks-compiler/src/main/java/edu/uci/ics/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java
+++ b/algebricks/algebricks-compiler/src/main/java/edu/uci/ics/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java
@@ -29,6 +29,7 @@
 import edu.uci.ics.hyracks.algebricks.core.rewriter.base.HeuristicOptimizer;
 import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IOptimizationContextFactory;
 import edu.uci.ics.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import edu.uci.ics.hyracks.api.job.IJobletEventListenerFactory;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 
 public class HeuristicCompilerFactoryBuilder extends AbstractCompilerFactoryBuilder {
@@ -81,7 +82,8 @@
                     }
 
                     @Override
-                    public JobSpecification createJob(Object appContext) throws AlgebricksException {
+                    public JobSpecification createJob(Object appContext,
+                            IJobletEventListenerFactory jobEventListenerFactory) throws AlgebricksException {
                         AlgebricksConfig.ALGEBRICKS_LOGGER.fine("Starting Job Generation.\n");
                         JobGenContext context = new JobGenContext(null, metadata, appContext,
                                 serializerDeserializerProvider, hashFunctionFactoryProvider,
@@ -91,7 +93,7 @@
                                 expressionTypeComputer, nullableTypeComputer, oc, expressionEvalSizeComputer,
                                 partialAggregationTypeComputer, frameSize, clusterLocations);
                         PlanCompiler pc = new PlanCompiler(context);
-                        return pc.compilePlan(plan, null);
+                        return pc.compilePlan(plan, null, jobEventListenerFactory);
                     }
                 };
             }
diff --git a/algebricks/algebricks-compiler/src/main/java/edu/uci/ics/hyracks/algebricks/compiler/api/ICompiler.java b/algebricks/algebricks-compiler/src/main/java/edu/uci/ics/hyracks/algebricks/compiler/api/ICompiler.java
index 9146722..517ca6b 100644
--- a/algebricks/algebricks-compiler/src/main/java/edu/uci/ics/hyracks/algebricks/compiler/api/ICompiler.java
+++ b/algebricks/algebricks-compiler/src/main/java/edu/uci/ics/hyracks/algebricks/compiler/api/ICompiler.java
@@ -15,10 +15,12 @@
 package edu.uci.ics.hyracks.algebricks.compiler.api;
 
 import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.api.job.IJobletEventListenerFactory;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 
 public interface ICompiler {
     public void optimize() throws AlgebricksException;
 
-    public JobSpecification createJob(Object appContext) throws AlgebricksException;
+    public JobSpecification createJob(Object appContext, IJobletEventListenerFactory jobEventListenerFactory)
+            throws AlgebricksException;
 }
diff --git a/algebricks/algebricks-core/pom.xml b/algebricks/algebricks-core/pom.xml
index a74a540..27ce778 100644
--- a/algebricks/algebricks-core/pom.xml
+++ b/algebricks/algebricks-core/pom.xml
@@ -6,7 +6,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -16,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -26,27 +27,27 @@
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-storage-am-btree</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-storage-am-rtree</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-dataflow-std</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>algebricks-runtime</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>algebricks-common</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   </dependencies>
 </project>
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/base/LogicalOperatorTag.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/base/LogicalOperatorTag.java
index 5234d2c..b8bdf3e 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/base/LogicalOperatorTag.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/base/LogicalOperatorTag.java
@@ -20,6 +20,7 @@
     CLUSTER,
     DATASOURCESCAN,
     DISTINCT,
+    DISTRIBUTE_RESULT,
     GROUP,
     EMPTYTUPLESOURCE,
     EXCHANGE,
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java
index a969372..0efb5ff 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java
@@ -7,6 +7,7 @@
     BTREE_SEARCH,
     STATS,
     DATASOURCE_SCAN,
+    DISTRIBUTE_RESULT,
     EMPTY_TUPLE_SOURCE,
     EXTERNAL_GROUP_BY,
     IN_MEMORY_HASH_JOIN,
@@ -42,7 +43,9 @@
     WRITE_RESULT,
     INSERT_DELETE,
     INDEX_INSERT_DELETE,
-	UPDATE,
+    UPDATE,
     INVERTED_INDEX_SEARCH,
-    PARTITIONINGSPLIT
+    FUZZY_INVERTED_INDEX_SEARCH,
+    PARTITIONINGSPLIT,
+    EXTENSION_OPERATOR
 }
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java
index 899b633..73da206 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java
@@ -42,8 +42,8 @@
      */
     public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getScannerRuntime(IDataSource<S> dataSource,
             List<LogicalVariable> scanVariables, List<LogicalVariable> projectVariables, boolean projectPushed,
-            IOperatorSchema opSchema, IVariableTypeEnvironment typeEnv, JobGenContext context, JobSpecification jobSpec)
-            throws AlgebricksException;
+            IOperatorSchema opSchema, IVariableTypeEnvironment typeEnv, JobGenContext context,
+            JobSpecification jobSpec, Object implConfig) throws AlgebricksException;
 
     public boolean scannerOperatorIsLeaf(IDataSource<S> dataSource);
 
@@ -51,17 +51,23 @@
             int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc)
             throws AlgebricksException;
 
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getResultHandleRuntime(IDataSink sink,
+            int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc, boolean ordered,
+            JobSpecification spec) throws AlgebricksException;
+
     public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getWriteResultRuntime(IDataSource<S> dataSource,
             IOperatorSchema propagatedSchema, List<LogicalVariable> keys, LogicalVariable payLoadVar,
             JobGenContext context, JobSpecification jobSpec) throws AlgebricksException;
 
     public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertRuntime(IDataSource<S> dataSource,
-            IOperatorSchema propagatedSchema, List<LogicalVariable> keys, LogicalVariable payLoadVar,
-            RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec) throws AlgebricksException;
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec)
+            throws AlgebricksException;
 
     public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getDeleteRuntime(IDataSource<S> dataSource,
-            IOperatorSchema propagatedSchema, List<LogicalVariable> keys, LogicalVariable payLoadVar,
-            RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec) throws AlgebricksException;
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec)
+            throws AlgebricksException;
 
     /**
      * Creates the insert runtime of IndexInsertDeletePOperator, which models
@@ -136,4 +142,5 @@
     public IDataSourceIndex<I, S> findDataSourceIndex(I indexId, S dataSourceId) throws AlgebricksException;
 
     public IFunctionInfo lookupFunction(FunctionIdentifier fid);
+
 }
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/DistributeResultOperator.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/DistributeResultOperator.java
new file mode 100644
index 0000000..6ca6d87
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/DistributeResultOperator.java
@@ -0,0 +1,93 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import edu.uci.ics.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import edu.uci.ics.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import edu.uci.ics.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class DistributeResultOperator extends AbstractLogicalOperator {
+    private List<Mutable<ILogicalExpression>> expressions;
+    private IDataSink dataSink;
+
+    public DistributeResultOperator(List<Mutable<ILogicalExpression>> expressions, IDataSink dataSink) {
+        this.expressions = expressions;
+        this.dataSink = dataSink;
+    }
+
+    public List<Mutable<ILogicalExpression>> getExpressions() {
+        return expressions;
+    }
+
+    public IDataSink getDataSink() {
+        return dataSink;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.DISTRIBUTE_RESULT;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitDistributeResultOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean modif = false;
+        for (int i = 0; i < expressions.size(); i++) {
+            boolean b = visitor.transform(expressions.get(i));
+            if (b) {
+                modif = true;
+            }
+        }
+        return modif;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean isMap() {
+        return false; // actually depends on the physical op.
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java
index 0539cbe..1b4be1e 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java
@@ -47,8 +47,10 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
@@ -64,7 +66,6 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
@@ -476,6 +477,14 @@
     }
 
     @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        // propagateFDsAndEquivClasses(op, ctx);
+        setEmptyFDsEqClasses(op, ctx);
+        return null;
+    }
+
+    @Override
     public Void visitWriteResultOperator(WriteResultOperator op, IOptimizationContext ctx) throws AlgebricksException {
         // propagateFDsAndEquivClasses(op, ctx);
         setEmptyFDsEqClasses(op, ctx);
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java
index b97597d..ac6d887 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java
@@ -38,6 +38,7 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
@@ -425,6 +426,17 @@
     }
 
     @Override
+    public Boolean visitDistributeResultOperator(DistributeResultOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.DISTRIBUTE_RESULT)
+            return Boolean.FALSE;
+        DistributeResultOperator writeOpArg = (DistributeResultOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getSchema(), writeOpArg.getSchema());
+        return isomorphic;
+    }
+
+    @Override
     public Boolean visitWriteResultOperator(WriteResultOperator op, ILogicalOperator arg) throws AlgebricksException {
         AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
         if (aop.getOperatorTag() != LogicalOperatorTag.WRITE_RESULT)
@@ -762,6 +774,14 @@
         }
 
         @Override
+        public ILogicalOperator visitDistributeResultOperator(DistributeResultOperator op, Void arg)
+                throws AlgebricksException {
+            ArrayList<Mutable<ILogicalExpression>> newExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+            deepCopyExpressionRefs(newExpressions, op.getExpressions());
+            return new DistributeResultOperator(newExpressions, op.getDataSink());
+        }
+
+        @Override
         public ILogicalOperator visitWriteResultOperator(WriteResultOperator op, Void arg) throws AlgebricksException {
             ArrayList<Mutable<ILogicalExpression>> newKeyExpressions = new ArrayList<Mutable<ILogicalExpression>>();
             deepCopyExpressionRefs(newKeyExpressions, op.getKeyExpressions());
@@ -784,8 +804,8 @@
             deepCopyExpressionRefs(newPrimaryKeyExpressions, op.getPrimaryKeyExpressions());
             List<Mutable<ILogicalExpression>> newSecondaryKeyExpressions = new ArrayList<Mutable<ILogicalExpression>>();
             deepCopyExpressionRefs(newSecondaryKeyExpressions, op.getSecondaryKeyExpressions());
-            Mutable<ILogicalExpression> newFilterExpression = new MutableObject<ILogicalExpression>(((AbstractLogicalExpression)op.getFilterExpression())
-                    .cloneExpression());
+            Mutable<ILogicalExpression> newFilterExpression = new MutableObject<ILogicalExpression>(
+                    ((AbstractLogicalExpression) op.getFilterExpression()).cloneExpression());
             return new IndexInsertDeleteOperator(op.getDataSourceIndex(), newPrimaryKeyExpressions,
                     newSecondaryKeyExpressions, newFilterExpression, op.getOperation());
         }
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java
index 562bb4c..b9544c7 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java
@@ -37,8 +37,10 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
@@ -54,7 +56,6 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
@@ -230,6 +231,13 @@
     }
 
     @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
     public Void visitWriteResultOperator(WriteResultOperator op, ILogicalOperator arg) throws AlgebricksException {
         mapVariablesStandard(op, arg);
         return null;
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalPropertiesVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalPropertiesVisitor.java
index 9b2f5a0..8f1d686 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalPropertiesVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalPropertiesVisitor.java
@@ -29,8 +29,10 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
@@ -46,7 +48,6 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
@@ -240,6 +241,12 @@
     }
 
     @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
     public Void visitWriteResultOperator(WriteResultOperator op, IOptimizationContext arg) throws AlgebricksException {
         // TODO Auto-generated method stub
         return null;
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/ProducedVariableVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/ProducedVariableVisitor.java
index 78b6801..31adcba 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/ProducedVariableVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/ProducedVariableVisitor.java
@@ -32,8 +32,10 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
@@ -49,7 +51,6 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
@@ -223,6 +224,11 @@
     }
 
     @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
     public Void visitWriteResultOperator(WriteResultOperator op, Void arg) throws AlgebricksException {
         return null;
     }
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java
index a759e35..cd0cee3 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java
@@ -31,8 +31,10 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
@@ -48,7 +50,6 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
@@ -238,6 +239,12 @@
     }
 
     @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
     public Void visitWriteResultOperator(WriteResultOperator op, Void arg) throws AlgebricksException {
         standardLayout(op);
         return null;
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java
index 11e56ca..69fb3f8 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java
@@ -33,8 +33,10 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
@@ -51,7 +53,6 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
@@ -335,6 +336,16 @@
     }
 
     @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        for (Mutable<ILogicalExpression> e : op.getExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
     public Void visitWriteResultOperator(WriteResultOperator op, Pair<LogicalVariable, LogicalVariable> pair)
             throws AlgebricksException {
         op.getPayloadExpression().getValue().substituteVar(pair.first, pair.second);
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java
index 0ea9367..5361a19 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java
@@ -32,6 +32,7 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
@@ -304,6 +305,14 @@
     }
 
     @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> expr : op.getExpressions()) {
+            expr.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
     public Void visitWriteResultOperator(WriteResultOperator op, Void arg) {
         op.getPayloadExpression().getValue().getUsedVariables(usedVariables);
         for (Mutable<ILogicalExpression> e : op.getKeyExpressions()) {
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java
index c5f4c71..545d039 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java
@@ -104,7 +104,7 @@
         if (p.getRoots().size() > 1) {
             throw new NotImplementedException("Nested plans with several roots are not supported.");
         }
-        JobSpecification nestedJob = pc.compilePlan(p, outerPlanSchema);
+        JobSpecification nestedJob = pc.compilePlan(p, outerPlanSchema, null);
         ILogicalOperator topOpInSubplan = p.getRoots().get(0).getValue();
         JobGenContext context = pc.getContext();
         IOperatorSchema topOpInSubplanScm = context.getSchema(topOpInSubplan);
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/DataSourceScanPOperator.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/DataSourceScanPOperator.java
index a2dac3f..526c37f 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/DataSourceScanPOperator.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/DataSourceScanPOperator.java
@@ -37,11 +37,20 @@
 public class DataSourceScanPOperator extends AbstractScanPOperator {
 
     private IDataSource<?> dataSource;
+    private Object implConfig;
 
     public DataSourceScanPOperator(IDataSource<?> dataSource) {
         this.dataSource = dataSource;
     }
 
+    public void setImplConfig(Object implConfig) {
+        this.implConfig = implConfig;
+    }
+
+    public Object getImplConfig() {
+        return implConfig;
+    }
+
     @Override
     public PhysicalOperatorTag getOperatorTag() {
         return PhysicalOperatorTag.DATASOURCE_SCAN;
@@ -71,7 +80,7 @@
         List<LogicalVariable> vars = scan.getVariables();
         List<LogicalVariable> projectVars = scan.getProjectVariables();
         Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> p = mp.getScannerRuntime(dataSource, vars,
-                projectVars, scan.isProjectPushed(), opSchema, typeEnv, context, builder.getJobSpec());
+                projectVars, scan.isProjectPushed(), opSchema, typeEnv, context, builder.getJobSpec(), implConfig);
         builder.contributeHyracksOperator(scan, p.first);
         if (p.second != null) {
             builder.contributeAlgebricksPartitionConstraint(p.first, p.second);
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/DistributeResultPOperator.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/DistributeResultPOperator.java
new file mode 100644
index 0000000..302d4d2
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/DistributeResultPOperator.java
@@ -0,0 +1,110 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.NotImplementedException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import edu.uci.ics.hyracks.algebricks.data.IPrinterFactory;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+
+public class DistributeResultPOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.DISTRIBUTE_RESULT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent) {
+        DistributeResultOperator write = (DistributeResultOperator) op;
+        IDataSink sink = write.getDataSink();
+        IPartitioningProperty pp = sink.getPartitioningProperty();
+        StructuralPropertiesVector[] r = new StructuralPropertiesVector[] { new StructuralPropertiesVector(pp, null) };
+        return new PhysicalRequirements(r, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        DistributeResultOperator resultOp = (DistributeResultOperator) op;
+        IMetadataProvider mp = context.getMetadataProvider();
+
+        JobSpecification spec = builder.getJobSpec();
+
+        int[] columns = new int[resultOp.getExpressions().size()];
+        int i = 0;
+        for (Mutable<ILogicalExpression> exprRef : resultOp.getExpressions()) {
+            ILogicalExpression expr = exprRef.getValue();
+            if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new NotImplementedException("Only writing variable expressions is supported.");
+            }
+            VariableReferenceExpression varRef = (VariableReferenceExpression) expr;
+            LogicalVariable v = varRef.getVariableReference();
+            columns[i++] = inputSchemas[0].findVariable(v);
+        }
+        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
+
+        IPrinterFactory[] pf = JobGenHelper.mkPrinterFactories(inputSchemas[0], context.getTypeEnvironment(op),
+                context, columns);
+
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints = mp.getResultHandleRuntime(
+                resultOp.getDataSink(), columns, pf, inputDesc, false, spec);
+
+        builder.contributeHyracksOperator(resultOp, runtimeAndConstraints.first);
+        builder.contributeAlgebricksPartitionConstraint(runtimeAndConstraints.first, runtimeAndConstraints.second);
+        ILogicalOperator src = resultOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, resultOp, 0);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java
index 563fcc5..b09c194 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java
@@ -28,7 +28,6 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
 import edu.uci.ics.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
 import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
 import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.JobGenContext;
@@ -87,7 +86,8 @@
             Object t = env.getVarType(v);
             comparatorFactories[i++] = bcfp.getBinaryComparatorFactory(t, true);
         }
-        RecordDescriptor recDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema, context);
+        RecordDescriptor recDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op),
+                propagatedSchema, context);
         IOperatorDescriptorRegistry spec = builder.getJobSpec();
         IOperatorDescriptor opDesc = null;
 
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/InsertDeletePOperator.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/InsertDeletePOperator.java
index 477d257..3e2827b 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/InsertDeletePOperator.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/InsertDeletePOperator.java
@@ -11,6 +11,7 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSource;
 import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
@@ -70,17 +71,19 @@
             throws AlgebricksException {
         InsertDeleteOperator insertDeleteOp = (InsertDeleteOperator) op;
         IMetadataProvider mp = context.getMetadataProvider();
+        IVariableTypeEnvironment typeEnv = context.getTypeEnvironment(op);
         JobSpecification spec = builder.getJobSpec();
-        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0],
-                context);
+        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
 
         Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints = null;
-        if (insertDeleteOp.getOperation() == Kind.INSERT)
-            runtimeAndConstraints = mp.getInsertRuntime(dataSource, propagatedSchema, keys, payload, inputDesc,
-                    context, spec);
-        else
-            runtimeAndConstraints = mp.getDeleteRuntime(dataSource, propagatedSchema, keys, payload, inputDesc,
-                    context, spec);
+        if (insertDeleteOp.getOperation() == Kind.INSERT) {
+            runtimeAndConstraints = mp.getInsertRuntime(dataSource, propagatedSchema, typeEnv, keys, payload,
+                    inputDesc, context, spec);
+        } else {
+            runtimeAndConstraints = mp.getDeleteRuntime(dataSource, propagatedSchema, typeEnv, keys, payload,
+                    inputDesc, context, spec);
+        }
 
         builder.contributeHyracksOperator(insertDeleteOp, runtimeAndConstraints.first);
         builder.contributeAlgebricksPartitionConstraint(runtimeAndConstraints.first, runtimeAndConstraints.second);
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/NLJoinPOperator.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/NLJoinPOperator.java
index d153f90..5e8b59e 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/NLJoinPOperator.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/NLJoinPOperator.java
@@ -57,8 +57,13 @@
 import edu.uci.ics.hyracks.dataflow.std.join.NestedLoopJoinOperatorDescriptor;
 
 /**
+ * <<<<<<< .working
  * Left input is broadcast and preserves its local properties. Right input can
  * be partitioned in any way.
+ * =======
+ * Left input is broadcast and preserves its local properties.
+ * Right input can be partitioned in any way.
+ * >>>>>>> .merge-right.r3014
  */
 public class NLJoinPOperator extends AbstractJoinPOperator {
 
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/StringStreamingScriptPOperator.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/StringStreamingScriptPOperator.java
index 52f8e0b..a4642bb 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/StringStreamingScriptPOperator.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/operators/physical/StringStreamingScriptPOperator.java
@@ -61,7 +61,8 @@
         StringStreamingScriptDescription sssd = (StringStreamingScriptDescription) scriptDesc;
         StringStreamingRuntimeFactory runtime = new StringStreamingRuntimeFactory(sssd.getCommand(),
                 sssd.getPrinterFactories(), sssd.getFieldDelimiter(), sssd.getParserFactory());
-        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema, context);
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema,
+                context);
         builder.contributeMicroOperator(scriptOp, runtime, recDesc);
         // and contribute one edge from its child
         ILogicalOperator src = scriptOp.getInputs().get(0).getValue();
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java
index a94c78e..fc0c433 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java
@@ -30,8 +30,10 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
@@ -48,7 +50,6 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
@@ -164,6 +165,13 @@
     }
 
     @Override
+    public String visitDistributeResultOperator(DistributeResultOperator op, Integer indent) {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("distribute result ").append(op.getExpressions());
+        return buffer.toString();
+    }
+
+    @Override
     public String visitWriteResultOperator(WriteResultOperator op, Integer indent) {
         StringBuilder buffer = new StringBuilder();
         addIndent(buffer, indent).append("load ").append(op.getDataSource()).append(" from ")
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/visitors/ILogicalOperatorVisitor.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/visitors/ILogicalOperatorVisitor.java
index 6b5949e..23dac2a 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/visitors/ILogicalOperatorVisitor.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/algebra/visitors/ILogicalOperatorVisitor.java
@@ -20,8 +20,10 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DieOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
@@ -37,7 +39,6 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
@@ -97,6 +98,8 @@
 
     public R visitWriteOperator(WriteOperator op, T arg) throws AlgebricksException;
 
+    public R visitDistributeResultOperator(DistributeResultOperator op, T arg) throws AlgebricksException;
+
     public R visitWriteResultOperator(WriteResultOperator op, T arg) throws AlgebricksException;
 
     public R visitInsertDeleteOperator(InsertDeleteOperator op, T tag) throws AlgebricksException;
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/config/AlgebricksConfig.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/config/AlgebricksConfig.java
index 11ec043..061dbe4 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/config/AlgebricksConfig.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/config/AlgebricksConfig.java
@@ -20,20 +20,4 @@
     public static final boolean DEBUG = true;
     public static final String ALGEBRICKS_LOGGER_NAME = "edu.uci.ics.hyracks.algebricks";
     public static final Logger ALGEBRICKS_LOGGER = Logger.getLogger(ALGEBRICKS_LOGGER_NAME);
-    public static final String HYRACKS_APP_NAME = "algebricks";
-
-    // public static final Level ALGEBRICKS_LOG_LEVEL = Level.FINEST;
-    //
-    // static {
-    // Handler h;
-    // try {
-    // h = new ConsoleHandler();
-    // h.setFormatter(new SysoutFormatter());
-    // } catch (Exception e) {
-    // h = new ConsoleHandler();
-    // }
-    // h.setLevel(ALGEBRICKS_LOG_LEVEL);
-    // ALGEBRICKS_LOGGER.addHandler(h);
-    // ALGEBRICKS_LOGGER.setLevel(ALGEBRICKS_LOG_LEVEL);
-    // }
 }
diff --git a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/jobgen/impl/PlanCompiler.java b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/jobgen/impl/PlanCompiler.java
index bbe8fb3..b77d65d 100644
--- a/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/jobgen/impl/PlanCompiler.java
+++ b/algebricks/algebricks-core/src/main/java/edu/uci/ics/hyracks/algebricks/core/jobgen/impl/PlanCompiler.java
@@ -27,6 +27,7 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlan;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import edu.uci.ics.hyracks.api.job.IJobletEventListenerFactory;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 
@@ -42,8 +43,11 @@
         return context;
     }
 
-    public JobSpecification compilePlan(ILogicalPlan plan, IOperatorSchema outerPlanSchema) throws AlgebricksException {
+    public JobSpecification compilePlan(ILogicalPlan plan, IOperatorSchema outerPlanSchema, IJobletEventListenerFactory jobEventListenerFactory) throws AlgebricksException {
         JobSpecification spec = new JobSpecification();
+        if (jobEventListenerFactory != null) {
+            spec.setJobletEventListenerFactory(jobEventListenerFactory);
+        }
         List<ILogicalOperator> rootOps = new ArrayList<ILogicalOperator>();
         IHyracksJobBuilder builder = new JobBuilder(spec, context.getClusterLocations());
         for (Mutable<ILogicalOperator> opRef : plan.getRoots()) {
@@ -54,6 +58,8 @@
         operatorVisitedToParents.clear();
         builder.buildSpec(rootOps);
         spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        // Do not do activity cluster planning because it is slow on large clusters
+        spec.setUseConnectorPolicyForScheduling(false);
         return spec;
     }
 
diff --git a/algebricks/algebricks-data/pom.xml b/algebricks/algebricks-data/pom.xml
index 3d927d9..9d42a5c 100644
--- a/algebricks/algebricks-data/pom.xml
+++ b/algebricks/algebricks-data/pom.xml
@@ -6,7 +6,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -16,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -26,12 +27,12 @@
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>algebricks-common</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-data-std</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   </dependencies>
 </project>
diff --git a/algebricks/algebricks-data/src/main/java/edu/uci/ics/hyracks/algebricks/data/IResultSerializerFactoryProvider.java b/algebricks/algebricks-data/src/main/java/edu/uci/ics/hyracks/algebricks/data/IResultSerializerFactoryProvider.java
new file mode 100644
index 0000000..5e62612
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/edu/uci/ics/hyracks/algebricks/data/IResultSerializerFactoryProvider.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.algebricks.data;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IResultSerializerFactory;
+
+public interface IResultSerializerFactoryProvider extends Serializable {
+    /**
+     * Returns a result serializer factory
+     * 
+     * @param fields
+     *            - A position of the fields in the order it should be written in the output.
+     * @param printerFactories
+     *            - A printer factory array to print the tuple containing different fields.
+     * @param writerFactory
+     *            - A writer factory to write the serialized data to the print stream.
+     * @param inputRecordDesc
+     *            - The record descriptor describing the input frame to be serialized.
+     * @return A new instance of result serialized appender.
+     */
+    public IResultSerializerFactory getAqlResultSerializerFactoryProvider(int[] fields,
+            IPrinterFactory[] printerFactories, IAWriterFactory writerFactory);
+}
diff --git a/algebricks/algebricks-examples/piglet-example/pom.xml b/algebricks/algebricks-examples/piglet-example/pom.xml
index 954938a..d4d6c89 100644
--- a/algebricks/algebricks-examples/piglet-example/pom.xml
+++ b/algebricks/algebricks-examples/piglet-example/pom.xml
@@ -6,7 +6,7 @@
 	<parent>
 		<groupId>edu.uci.ics.hyracks</groupId>
 		<artifactId>algebricks-examples</artifactId>
-		<version>0.2.3-SNAPSHOT</version>
+		<version>0.2.4-SNAPSHOT</version>
 	</parent>
 
 	<build>
@@ -16,8 +16,9 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
 				</configuration>
 			</plugin>
 			<plugin>
@@ -53,7 +54,7 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>algebricks-compiler</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 		</dependency>
 		<dependency>
 			<groupId>junit</groupId>
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/edu/uci/ics/hyracks/algebricks/examples/piglet/compiler/PigletCompiler.java b/algebricks/algebricks-examples/piglet-example/src/main/java/edu/uci/ics/hyracks/algebricks/examples/piglet/compiler/PigletCompiler.java
index d105759..6c2700d 100644
--- a/algebricks/algebricks-examples/piglet-example/src/main/java/edu/uci/ics/hyracks/algebricks/examples/piglet/compiler/PigletCompiler.java
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/edu/uci/ics/hyracks/algebricks/examples/piglet/compiler/PigletCompiler.java
@@ -127,9 +127,9 @@
             }
         });
         builder.setTypeTraitProvider(new ITypeTraitProvider() {
-			public ITypeTraits getTypeTrait(Object type) {
-				return null;
-			}
+            public ITypeTraits getTypeTrait(Object type) {
+                return null;
+            }
         });
         builder.setPrinterProvider(PigletPrinterFactoryProvider.INSTANCE);
         builder.setExpressionRuntimeProvider(new LogicalExpressionJobGenToExpressionRuntimeProviderAdapter(
@@ -163,7 +163,7 @@
             LOGGER.info("Optimized Plan:");
             LOGGER.info(getPrettyPrintedPlan(plan));
         }
-        return compiler.createJob(null);
+        return compiler.createJob(null, null);
     }
 
     private ILogicalPlan translate(List<ASTNode> ast) throws PigletException {
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/edu/uci/ics/hyracks/algebricks/examples/piglet/metadata/PigletMetadataProvider.java b/algebricks/algebricks-examples/piglet-example/src/main/java/edu/uci/ics/hyracks/algebricks/examples/piglet/metadata/PigletMetadataProvider.java
index d678803..9caa3e3 100644
--- a/algebricks/algebricks-examples/piglet-example/src/main/java/edu/uci/ics/hyracks/algebricks/examples/piglet/metadata/PigletMetadataProvider.java
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/edu/uci/ics/hyracks/algebricks/examples/piglet/metadata/PigletMetadataProvider.java
@@ -62,13 +62,10 @@
 
     @SuppressWarnings("unchecked")
     @Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getScannerRuntime(
-			IDataSource<String> dataSource,
-			List<LogicalVariable> scanVariables,
-			List<LogicalVariable> projectVariables, boolean projectPushed,
-			IOperatorSchema opSchema, IVariableTypeEnvironment typeEnv,
-			JobGenContext context, JobSpecification jobSpec)
-			throws AlgebricksException {
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getScannerRuntime(IDataSource<String> dataSource,
+            List<LogicalVariable> scanVariables, List<LogicalVariable> projectVariables, boolean projectPushed,
+            IOperatorSchema opSchema, IVariableTypeEnvironment typeEnv, JobGenContext context,
+            JobSpecification jobSpec, Object implConfig) throws AlgebricksException {
         PigletFileDataSource ds = (PigletFileDataSource) dataSource;
 
         FileSplit[] fileSplits = ds.getFileSplits();
@@ -145,6 +142,13 @@
     }
 
     @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getResultHandleRuntime(IDataSink sink,
+            int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc, boolean ordered,
+            JobSpecification spec) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
     public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getWriteResultRuntime(
             IDataSource<String> dataSource, IOperatorSchema propagatedSchema, List<LogicalVariable> keys,
             LogicalVariable payLoadVar, JobGenContext context, JobSpecification jobSpec) throws AlgebricksException {
@@ -153,22 +157,6 @@
     }
 
     @Override
-    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertRuntime(IDataSource<String> dataSource,
-            IOperatorSchema propagatedSchema, List<LogicalVariable> keys, LogicalVariable payLoadVar,
-            RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec) throws AlgebricksException {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getDeleteRuntime(IDataSource<String> dataSource,
-            IOperatorSchema propagatedSchema, List<LogicalVariable> keys, LogicalVariable payLoadVar,
-            RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec) throws AlgebricksException {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
     public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexInsertRuntime(
             IDataSourceIndex<String, String> dataSource, IOperatorSchema propagatedSchema,
             IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
@@ -187,9 +175,28 @@
         // TODO Auto-generated method stub
         return null;
     }
-    
+
     @Override
     public IFunctionInfo lookupFunction(FunctionIdentifier fid) {
         return FN_MAP.get(fid);
     }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertRuntime(IDataSource<String> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getDeleteRuntime(IDataSource<String> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
 }
diff --git a/algebricks/algebricks-examples/pom.xml b/algebricks/algebricks-examples/pom.xml
index e538712..fc8188d 100644
--- a/algebricks/algebricks-examples/pom.xml
+++ b/algebricks/algebricks-examples/pom.xml
@@ -7,7 +7,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <modules>
diff --git a/algebricks/algebricks-rewriter/pom.xml b/algebricks/algebricks-rewriter/pom.xml
index 41979d3..e40f1fe 100644
--- a/algebricks/algebricks-rewriter/pom.xml
+++ b/algebricks/algebricks-rewriter/pom.xml
@@ -6,7 +6,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -16,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -26,7 +27,7 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>algebricks-core</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   	</dependency>
   </dependencies>
 </project>
diff --git a/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/EnforceOrderByAfterSubplan.java b/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/EnforceOrderByAfterSubplan.java
new file mode 100644
index 0000000..3260ca0
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/EnforceOrderByAfterSubplan.java
@@ -0,0 +1,139 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * If there is any ordering property before the subplan operator, the ordering should
+ * be kept after the subplan.
+ * This rule adds a redundant order operator after those cases, to guarantee the correctness.
+ * 
+ * @author yingyib
+ */
+public class EnforceOrderByAfterSubplan implements IAlgebraicRewriteRule {
+    /** a set of order-breaking operators */
+    private final Set<LogicalOperatorTag> orderBreakingOps = new HashSet<LogicalOperatorTag>();
+
+    public EnforceOrderByAfterSubplan() {
+        /** add operators that break the ordering */
+        orderBreakingOps.add(LogicalOperatorTag.INNERJOIN);
+        orderBreakingOps.add(LogicalOperatorTag.LEFTOUTERJOIN);
+        orderBreakingOps.add(LogicalOperatorTag.UNIONALL);
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
+        if (context.checkIfInDontApplySet(this, op1)) {
+            return false;
+        }
+        List<Mutable<ILogicalOperator>> inputs = op1.getInputs();
+        context.addToDontApplySet(this, op1);
+        if (op1.getOperatorTag() == LogicalOperatorTag.ORDER || inputs == null) {
+            /**
+             * does not apply if
+             * 1. there is yet-another order operator on-top-of the subplan, because the downstream order operator's ordering will be broken anyway
+             * 2. the input operator(s) is null
+             */
+            return false;
+        }
+        boolean changed = false;
+        for (int i = 0; i < inputs.size(); i++) {
+            Mutable<ILogicalOperator> inputOpRef = inputs.get(i);
+            AbstractLogicalOperator op = (AbstractLogicalOperator) inputOpRef.getValue();
+            context.addToDontApplySet(this, op);
+            if (op.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+                continue;
+            }
+
+            /**
+             * check the order operators whose ordering is not broken before the subplan operator, and then
+             * duplicate them on-top-of the subplan operator
+             */
+            boolean foundTarget = true;
+            AbstractLogicalOperator child = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+            while (child.getOperatorTag() != LogicalOperatorTag.ORDER) {
+                context.addToDontApplySet(this, child);
+                if (orderBreakingOps.contains(child.getOperatorTag())) {
+                    foundTarget = false;
+                    break;
+                }
+                List<Mutable<ILogicalOperator>> childInputs = child.getInputs();
+                if (childInputs == null || childInputs.size() > 2 || childInputs.size() < 1) {
+                    foundTarget = false;
+                    break;
+                } else {
+                    child = (AbstractLogicalOperator) childInputs.get(0).getValue();
+                }
+            }
+            /** the target order-by operator has not been found. */
+            if (!foundTarget) {
+                return false;
+            }
+
+            /** duplicate the order-by operator and insert on-top-of the subplan operator */
+            context.addToDontApplySet(this, child);
+            OrderOperator sourceOrderOp = (OrderOperator) child;
+            List<Pair<IOrder, Mutable<ILogicalExpression>>> orderExprs = deepCopyOrderAndExpression(sourceOrderOp
+                    .getOrderExpressions());
+            OrderOperator newOrderOp = new OrderOperator(orderExprs);
+            context.addToDontApplySet(this, newOrderOp);
+            inputs.set(i, new MutableObject<ILogicalOperator>(newOrderOp));
+            newOrderOp.getInputs().add(inputOpRef);
+            context.computeAndSetTypeEnvironmentForOperator(newOrderOp);
+            changed = true;
+        }
+        return changed;
+    }
+
+    private Mutable<ILogicalExpression> deepCopyExpressionRef(Mutable<ILogicalExpression> oldExpr) {
+        return new MutableObject<ILogicalExpression>(((AbstractLogicalExpression) oldExpr.getValue()).cloneExpression());
+    }
+
+    private List<Pair<IOrder, Mutable<ILogicalExpression>>> deepCopyOrderAndExpression(
+            List<Pair<IOrder, Mutable<ILogicalExpression>>> ordersAndExprs) {
+        List<Pair<IOrder, Mutable<ILogicalExpression>>> newOrdersAndExprs = new ArrayList<Pair<IOrder, Mutable<ILogicalExpression>>>();
+        for (Pair<IOrder, Mutable<ILogicalExpression>> pair : ordersAndExprs)
+            newOrdersAndExprs.add(new Pair<IOrder, Mutable<ILogicalExpression>>(pair.first,
+                    deepCopyExpressionRef(pair.second)));
+        return newOrdersAndExprs;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/ExtractCommonOperatorsRule.java b/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/ExtractCommonOperatorsRule.java
index 7e27b79..0d20f28 100644
--- a/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/ExtractCommonOperatorsRule.java
+++ b/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/ExtractCommonOperatorsRule.java
@@ -54,7 +54,8 @@
     @Override
     public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
         AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
-        if (op.getOperatorTag() != LogicalOperatorTag.WRITE && op.getOperatorTag() != LogicalOperatorTag.WRITE_RESULT) {
+        if (op.getOperatorTag() != LogicalOperatorTag.WRITE && op.getOperatorTag() != LogicalOperatorTag.WRITE_RESULT
+                && op.getOperatorTag() != LogicalOperatorTag.DISTRIBUTE_RESULT) {
             return false;
         }
         if (!roots.contains(op))
@@ -66,7 +67,8 @@
     public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
             throws AlgebricksException {
         AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
-        if (op.getOperatorTag() != LogicalOperatorTag.WRITE && op.getOperatorTag() != LogicalOperatorTag.WRITE_RESULT) {
+        if (op.getOperatorTag() != LogicalOperatorTag.WRITE && op.getOperatorTag() != LogicalOperatorTag.WRITE_RESULT
+                && op.getOperatorTag() != LogicalOperatorTag.DISTRIBUTE_RESULT) {
             return false;
         }
         boolean rewritten = false;
diff --git a/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/IntroduceGroupByCombinerRule.java b/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/IntroduceGroupByCombinerRule.java
index 5c5fdb1..a8864fe 100644
--- a/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/IntroduceGroupByCombinerRule.java
+++ b/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/IntroduceGroupByCombinerRule.java
@@ -38,7 +38,6 @@
         if (context.checkIfInDontApplySet(this, op)) {
             return false;
         }
-        context.addToDontApplySet(this, op);
         if (op.getOperatorTag() != LogicalOperatorTag.GROUP) {
             return false;
         }
@@ -86,6 +85,7 @@
         opRef3.setValue(newGbyOp);
         typeGby(newGbyOp, context);
         typeGby(gbyOp, context);
+    	context.addToDontApplySet(this, op);
         return true;
     }
 
diff --git a/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java b/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java
index 38cf96e..60a4fbb 100644
--- a/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java
+++ b/algebricks/algebricks-rewriter/src/main/java/edu/uci/ics/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java
@@ -38,6 +38,7 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.AggregatePOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.AssignPOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.DataSourceScanPOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.DistributeResultPOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.EmptyTupleSourcePOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.ExternalGroupByPOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.InMemoryStableSortPOperator;
@@ -245,6 +246,10 @@
                     op.setPhysicalOperator(new SinkWritePOperator());
                     break;
                 }
+                case DISTRIBUTE_RESULT: {
+                    op.setPhysicalOperator(new DistributeResultPOperator());
+                    break;
+                }
                 case WRITE_RESULT: {
                     WriteResultOperator opLoad = (WriteResultOperator) op;
                     LogicalVariable payload;
@@ -267,8 +272,8 @@
                     List<LogicalVariable> secondaryKeys = new ArrayList<LogicalVariable>();
                     getKeys(opInsDel.getPrimaryKeyExpressions(), primaryKeys);
                     getKeys(opInsDel.getSecondaryKeyExpressions(), secondaryKeys);
-                    op.setPhysicalOperator(new IndexInsertDeletePOperator(primaryKeys, secondaryKeys, 
-                    		opInsDel.getFilterExpression(), opInsDel.getDataSourceIndex()));
+                    op.setPhysicalOperator(new IndexInsertDeletePOperator(primaryKeys, secondaryKeys, opInsDel
+                            .getFilterExpression(), opInsDel.getDataSourceIndex()));
                     break;
                 }
                 case SINK: {
diff --git a/algebricks/algebricks-runtime/pom.xml b/algebricks/algebricks-runtime/pom.xml
index e40dfb0..3ddde0f 100644
--- a/algebricks/algebricks-runtime/pom.xml
+++ b/algebricks/algebricks-runtime/pom.xml
@@ -6,7 +6,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -16,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -26,27 +27,27 @@
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-storage-am-btree</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-storage-am-rtree</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-dataflow-std</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>algebricks-common</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>algebricks-data</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   </dependencies>
 </project>
diff --git a/algebricks/algebricks-runtime/src/main/java/edu/uci/ics/hyracks/algebricks/runtime/operators/std/StreamDieRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/edu/uci/ics/hyracks/algebricks/runtime/operators/std/StreamDieRuntimeFactory.java
index 796ef0a..508ce5d 100644
--- a/algebricks/algebricks-runtime/src/main/java/edu/uci/ics/hyracks/algebricks/runtime/operators/std/StreamDieRuntimeFactory.java
+++ b/algebricks/algebricks-runtime/src/main/java/edu/uci/ics/hyracks/algebricks/runtime/operators/std/StreamDieRuntimeFactory.java
@@ -72,6 +72,8 @@
                         }
                     } else {
                         throw new HyracksDataException("injected failure");
+//                    	System.out.println("Injected Kill-JVM");
+//                    	System.exit(-1);
                     }
                 }
             }
diff --git a/algebricks/algebricks-runtime/src/main/java/edu/uci/ics/hyracks/algebricks/runtime/serializer/ResultSerializerFactoryProvider.java b/algebricks/algebricks-runtime/src/main/java/edu/uci/ics/hyracks/algebricks/runtime/serializer/ResultSerializerFactoryProvider.java
new file mode 100644
index 0000000..4f28c81
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/edu/uci/ics/hyracks/algebricks/runtime/serializer/ResultSerializerFactoryProvider.java
@@ -0,0 +1,77 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.algebricks.runtime.serializer;
+
+import java.io.PrintStream;
+import java.nio.BufferOverflowException;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.data.IAWriter;
+import edu.uci.ics.hyracks.algebricks.data.IAWriterFactory;
+import edu.uci.ics.hyracks.algebricks.data.IPrinterFactory;
+import edu.uci.ics.hyracks.algebricks.data.IResultSerializerFactoryProvider;
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.api.dataflow.value.IResultSerializer;
+import edu.uci.ics.hyracks.api.dataflow.value.IResultSerializerFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public class ResultSerializerFactoryProvider implements IResultSerializerFactoryProvider {
+    private static final long serialVersionUID = 1L;
+
+    public static final ResultSerializerFactoryProvider INSTANCE = new ResultSerializerFactoryProvider();
+
+    private ResultSerializerFactoryProvider() {
+    }
+
+    @Override
+    public IResultSerializerFactory getAqlResultSerializerFactoryProvider(final int[] fields,
+            final IPrinterFactory[] printerFactories, final IAWriterFactory writerFactory) {
+        return new IResultSerializerFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IResultSerializer createResultSerializer(RecordDescriptor inputRecordDesc, PrintStream printStream) {
+                final IAWriter writer = writerFactory.createWriter(fields, printStream, printerFactories,
+                        inputRecordDesc);
+
+                return new IResultSerializer() {
+                    private static final long serialVersionUID = 1L;
+
+                    @Override
+                    public void init() throws HyracksDataException {
+                        try {
+                            writer.init();
+                        } catch (AlgebricksException e) {
+                            throw new HyracksDataException(e);
+                        }
+                    }
+
+                    @Override
+                    public boolean appendTuple(IFrameTupleAccessor tAccess, int tIdx) throws HyracksDataException {
+                        try {
+                            writer.printTuple(tAccess, tIdx);
+                        } catch (BufferOverflowException e) {
+                            return false;
+                        } catch (AlgebricksException e) {
+                            throw new HyracksDataException(e);
+                        }
+                        return true;
+                    }
+                };
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-tests/pom.xml b/algebricks/algebricks-tests/pom.xml
index 19e6711..0a139fa 100644
--- a/algebricks/algebricks-tests/pom.xml
+++ b/algebricks/algebricks-tests/pom.xml
@@ -6,7 +6,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -16,9 +16,11 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
-        </configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
+	  <encoding>UTF-8</encoding>
+	</configuration>
       </plugin>
       <plugin>
         <artifactId>maven-antrun-plugin</artifactId>
@@ -83,7 +85,7 @@
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>algebricks-compiler</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>junit</groupId>
@@ -94,17 +96,17 @@
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-control-cc</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-control-nc</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-data-std</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   </dependencies>
 </project>
diff --git a/algebricks/algebricks-tests/src/test/java/edu/uci/ics/hyracks/algebricks/tests/util/AlgebricksHyracksIntegrationUtil.java b/algebricks/algebricks-tests/src/test/java/edu/uci/ics/hyracks/algebricks/tests/util/AlgebricksHyracksIntegrationUtil.java
index b5c4b47..2855eb2 100644
--- a/algebricks/algebricks-tests/src/test/java/edu/uci/ics/hyracks/algebricks/tests/util/AlgebricksHyracksIntegrationUtil.java
+++ b/algebricks/algebricks-tests/src/test/java/edu/uci/ics/hyracks/algebricks/tests/util/AlgebricksHyracksIntegrationUtil.java
@@ -3,9 +3,9 @@
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * you may obtain a copy of the License from
- * 
+ *
  *     http://www.apache.org/licenses/LICENSE-2.0
- * 
+ *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
@@ -55,6 +55,7 @@
         ncConfig1.ccPort = TEST_HYRACKS_CC_CLUSTER_NET_PORT;
         ncConfig1.clusterNetIPAddress = "127.0.0.1";
         ncConfig1.dataIPAddress = "127.0.0.1";
+        ncConfig1.datasetIPAddress = "127.0.0.1";
         ncConfig1.nodeId = NC1_ID;
         nc1 = new NodeControllerService(ncConfig1);
         nc1.start();
@@ -64,12 +65,12 @@
         ncConfig2.ccPort = TEST_HYRACKS_CC_CLUSTER_NET_PORT;
         ncConfig2.clusterNetIPAddress = "127.0.0.1";
         ncConfig2.dataIPAddress = "127.0.0.1";
+        ncConfig2.datasetIPAddress = "127.0.0.1";
         ncConfig2.nodeId = NC2_ID;
         nc2 = new NodeControllerService(ncConfig2);
         nc2.start();
 
         hcc = new HyracksConnection(ccConfig.clientNetIpAddress, ccConfig.clientNetPort);
-        hcc.createApplication(AlgebricksConfig.HYRACKS_APP_NAME, null);
     }
 
     public static void deinit() throws Exception {
@@ -80,9 +81,9 @@
 
     public static void runJob(JobSpecification spec) throws Exception {
         AlgebricksConfig.ALGEBRICKS_LOGGER.info(spec.toJSON().toString());
-        JobId jobId = hcc.startJob(AlgebricksConfig.HYRACKS_APP_NAME, spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
         AlgebricksConfig.ALGEBRICKS_LOGGER.info(jobId.toString());
         hcc.waitForCompletion(jobId);
     }
 
-}
\ No newline at end of file
+}
diff --git a/algebricks/pom.xml b/algebricks/pom.xml
index ebb8332..aa8446a 100644
--- a/algebricks/pom.xml
+++ b/algebricks/pom.xml
@@ -2,7 +2,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>algebricks</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
+  <version>0.2.4-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>algebricks</name>
 
diff --git a/hivesterix/conf/cluster b/hivesterix/conf/cluster
deleted file mode 100644
index 6cc8cca..0000000
--- a/hivesterix/conf/cluster
+++ /dev/null
@@ -1,11 +0,0 @@
-4
-10.0.0.1 asterix-001
-10.0.0.2 asterix-002
-10.0.0.3 asterix-003
-10.0.0.4 asterix-004
-10.0.0.5 asterix-005
-10.0.0.6 asterix-006
-10.0.0.7 asterix-007
-10.0.0.8 asterix-008
-10.0.0.9 asterix-009
-10.0.0.10 asterix-010
diff --git a/hivesterix/conf/hive-default.xml b/hivesterix/conf/hive-default.xml
deleted file mode 100644
index 034ea61..0000000
--- a/hivesterix/conf/hive-default.xml
+++ /dev/null
@@ -1,769 +0,0 @@
-<?xml version="1.0"?>
-<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
-
-<configuration>
-
-	<!-- Hive Configuration can either be stored in this file or in the hadoop 
-		configuration files -->
-	<!-- that are implied by Hadoop setup variables. -->
-	<!-- Aside from Hadoop setup variables - this file is provided as a convenience 
-		so that Hive -->
-	<!-- users do not have to edit hadoop configuration files (that may be managed 
-		as a centralized -->
-	<!-- resource). -->
-
-	<!-- Hive Execution Parameters -->
-	<property>
-		<name>mapred.reduce.tasks</name>
-		<value>-1</value>
-		<description>The default number of reduce tasks per job. Typically set
-			to a prime close to the number of available hosts. Ignored when
-			mapred.job.tracker is "local". Hadoop set this to 1 by default,
-			whereas hive uses -1 as its default value.
-			By setting this property to -1, Hive will automatically figure out what
-			should be the number of reducers.
-  </description>
-	</property>
-
-	<property>
-		<name>hive.hyracks.host</name>
-		<value>128.195.14.4</value>
-	</property>
-
-	<property>
-		<name>hive.hyracks.port</name>
-		<value>3099</value>
-	</property>
-
-	<property>
-		<name>hive.hyracks.app</name>
-		<value>hivesterix</value>
-	</property>
-
-	<property>
-		<name>hive.hyracks.parrallelism</name>
-		<value>4</value>
-	</property>
-
-	<property>
-		<name>hive.algebricks.groupby.external</name>
-		<value>true</value>
-	</property>
-	
-	<property>
-		<name>hive.algebricks.groupby.external.memory</name>
-		<value>536870912</value>
-	</property>
-	
-	<property>
-		<name>hive.algebricks.sort.memory</name>
-		<value>536870912</value>
-	</property>
-
-	<property>
-		<name>hive.exec.reducers.bytes.per.reducer</name>
-		<value>1000000000</value>
-		<description>size per reducer.The default is 1G, i.e if the input size
-			is 10G, it will use 10 reducers.</description>
-	</property>
-
-	<property>
-		<name>hive.exec.reducers.max</name>
-		<value>999</value>
-		<description>max number of reducers will be used. If the one
-			specified in the configuration parameter mapred.reduce.tasks is
-			negative, hive will use this one as the max number of reducers when
-			automatically determine number of reducers.</description>
-	</property>
-
-	<property>
-		<name>hive.exec.scratchdir</name>
-		<value>/hive-${user.name}</value>
-		<description>Scratch space for Hive jobs</description>
-	</property>
-
-	<property>
-		<name>hive.test.mode</name>
-		<value>false</value>
-		<description>whether hive is running in test mode. If yes, it turns on
-			sampling and prefixes the output tablename</description>
-	</property>
-
-	<property>
-		<name>hive.test.mode.prefix</name>
-		<value>test_</value>
-		<description>if hive is running in test mode, prefixes the output
-			table by this string</description>
-	</property>
-
-	<!-- If the input table is not bucketed, the denominator of the tablesample 
-		is determinied by the parameter below -->
-	<!-- For example, the following query: -->
-	<!-- INSERT OVERWRITE TABLE dest -->
-	<!-- SELECT col1 from src -->
-	<!-- would be converted to -->
-	<!-- INSERT OVERWRITE TABLE test_dest -->
-	<!-- SELECT col1 from src TABLESAMPLE (BUCKET 1 out of 32 on rand(1)) -->
-	<property>
-		<name>hive.test.mode.samplefreq</name>
-		<value>32</value>
-		<description>if hive is running in test mode and table is not
-			bucketed, sampling frequency</description>
-	</property>
-
-	<property>
-		<name>hive.test.mode.nosamplelist</name>
-		<value></value>
-		<description>if hive is running in test mode, dont sample the above
-			comma seperated list of tables</description>
-	</property>
-
-	<property>
-		<name>hive.metastore.local</name>
-		<value>true</value>
-		<description>controls whether to connect to remove metastore server or
-			open a new metastore server in Hive Client JVM</description>
-	</property>
-
-	<property>
-		<name>javax.jdo.option.ConnectionURL</name>
-		<value>jdbc:derby:;databaseName=metastore_db;create=true</value>
-		<description>JDBC connect string for a JDBC metastore</description>
-	</property>
-
-	<property>
-		<name>javax.jdo.option.ConnectionDriverName</name>
-		<value>org.apache.derby.jdbc.EmbeddedDriver</value>
-		<description>Driver class name for a JDBC metastore</description>
-	</property>
-
-	<property>
-		<name>javax.jdo.PersistenceManagerFactoryClass</name>
-		<value>org.datanucleus.jdo.JDOPersistenceManagerFactory</value>
-		<description>class implementing the jdo persistence</description>
-	</property>
-
-	<property>
-		<name>datanucleus.connectionPoolingType</name>
-		<value>DBCP</value>
-		<description>Uses a DBCP connection pool for JDBC metastore
-		</description>
-	</property>
-
-	<property>
-		<name>javax.jdo.option.DetachAllOnCommit</name>
-		<value>true</value>
-		<description>detaches all objects from session so that they can be
-			used after transaction is committed</description>
-	</property>
-
-	<property>
-		<name>javax.jdo.option.NonTransactionalRead</name>
-		<value>true</value>
-		<description>reads outside of transactions</description>
-	</property>
-
-	<property>
-		<name>javax.jdo.option.ConnectionUserName</name>
-		<value>APP</value>
-		<description>username to use against metastore database</description>
-	</property>
-
-	<property>
-		<name>javax.jdo.option.ConnectionPassword</name>
-		<value>mine</value>
-		<description>password to use against metastore database</description>
-	</property>
-
-	<property>
-		<name>datanucleus.validateTables</name>
-		<value>false</value>
-		<description>validates existing schema against code. turn this on if
-			you want to verify existing schema </description>
-	</property>
-
-	<property>
-		<name>datanucleus.validateColumns</name>
-		<value>false</value>
-		<description>validates existing schema against code. turn this on if
-			you want to verify existing schema </description>
-	</property>
-
-	<property>
-		<name>datanucleus.validateConstraints</name>
-		<value>false</value>
-		<description>validates existing schema against code. turn this on if
-			you want to verify existing schema </description>
-	</property>
-
-	<property>
-		<name>datanucleus.storeManagerType</name>
-		<value>rdbms</value>
-		<description>metadata store type</description>
-	</property>
-
-	<property>
-		<name>datanucleus.autoCreateSchema</name>
-		<value>true</value>
-		<description>creates necessary schema on a startup if one doesn't
-			exist. set this to false, after creating it once</description>
-	</property>
-
-	<property>
-		<name>datanucleus.autoStartMechanismMode</name>
-		<value>checked</value>
-		<description>throw exception if metadata tables are incorrect
-		</description>
-	</property>
-
-	<property>
-		<name>datanucleus.transactionIsolation</name>
-		<value>read-committed</value>
-		<description>Default transaction isolation level for identity
-			generation. </description>
-	</property>
-
-	<property>
-		<name>datanucleus.cache.level2</name>
-		<value>false</value>
-		<description>Use a level 2 cache. Turn this off if metadata is changed
-			independently of hive metastore server</description>
-	</property>
-
-	<property>
-		<name>datanucleus.cache.level2.type</name>
-		<value>SOFT</value>
-		<description>SOFT=soft reference based cache, WEAK=weak reference
-			based cache.</description>
-	</property>
-
-	<property>
-		<name>datanucleus.identifierFactory</name>
-		<value>datanucleus</value>
-		<description>Name of the identifier factory to use when generating
-			table/column names etc. 'datanucleus' is used for backward
-			compatibility</description>
-	</property>
-
-	<property>
-		<name>hive.metastore.warehouse.dir</name>
-		<value>/user/hivesterix</value>
-		<description>location of default database for the warehouse
-		</description>
-	</property>
-
-	<property>
-		<name>hive.metastore.connect.retries</name>
-		<value>5</value>
-		<description>Number of retries while opening a connection to metastore
-		</description>
-	</property>
-
-	<property>
-		<name>hive.metastore.rawstore.impl</name>
-		<value>org.apache.hadoop.hive.metastore.ObjectStore</value>
-		<description>Name of the class that implements
-			org.apache.hadoop.hive.metastore.rawstore interface. This class is
-			used to store and retrieval of raw metadata objects such as table,
-			database</description>
-	</property>
-
-	<property>
-		<name>hive.default.fileformat</name>
-		<value>TextFile</value>
-		<description>Default file format for CREATE TABLE statement. Options
-			are TextFile and SequenceFile. Users can explicitly say CREATE TABLE
-			... STORED AS &lt;TEXTFILE|SEQUENCEFILE&gt; to override</description>
-	</property>
-
-	<property>
-		<name>hive.fileformat.check</name>
-		<value>true</value>
-		<description>Whether to check file format or not when loading data
-			files</description>
-	</property>
-
-	<property>
-		<name>hive.map.aggr</name>
-		<value>true</value>
-		<description>Whether to use map-side aggregation in Hive Group By
-			queries</description>
-	</property>
-
-	<property>
-		<name>hive.groupby.skewindata</name>
-		<value>false</value>
-		<description>Whether there is skew in data to optimize group by
-			queries</description>
-	</property>
-
-	<property>
-		<name>hive.groupby.mapaggr.checkinterval</name>
-		<value>100000</value>
-		<description>Number of rows after which size of the grouping
-			keys/aggregation classes is performed</description>
-	</property>
-
-	<property>
-		<name>hive.mapred.local.mem</name>
-		<value>0</value>
-		<description>For local mode, memory of the mappers/reducers
-		</description>
-	</property>
-
-	<property>
-		<name>hive.map.aggr.hash.percentmemory</name>
-		<value>0.5</value>
-		<description>Portion of total memory to be used by map-side grup
-			aggregation hash table</description>
-	</property>
-
-	<property>
-		<name>hive.map.aggr.hash.min.reduction</name>
-		<value>0.5</value>
-		<description>Hash aggregation will be turned off if the ratio between
-			hash
-			table size and input rows is bigger than this number. Set to 1 to make
-			sure
-			hash aggregation is never turned off.</description>
-	</property>
-
-	<property>
-		<name>hive.optimize.cp</name>
-		<value>true</value>
-		<description>Whether to enable column pruner</description>
-	</property>
-
-	<property>
-		<name>hive.optimize.ppd</name>
-		<value>true</value>
-		<description>Whether to enable predicate pushdown</description>
-	</property>
-
-	<property>
-		<name>hive.optimize.pruner</name>
-		<value>true</value>
-		<description>Whether to enable the new partition pruner which depends
-			on predicate pushdown. If this is disabled,
-			the old partition pruner which is based on AST will be enabled.
-		</description>
-	</property>
-
-	<property>
-		<name>hive.optimize.groupby</name>
-		<value>true</value>
-		<description>Whether to enable the bucketed group by from bucketed
-			partitions/tables.</description>
-	</property>
-
-	<property>
-		<name>hive.join.emit.interval</name>
-		<value>1000</value>
-		<description>How many rows in the right-most join operand Hive should
-			buffer before emitting the join result. </description>
-	</property>
-
-	<property>
-		<name>hive.join.cache.size</name>
-		<value>25000</value>
-		<description>How many rows in the joining tables (except the streaming
-			table) should be cached in memory. </description>
-	</property>
-
-	<property>
-		<name>hive.mapjoin.bucket.cache.size</name>
-		<value>100</value>
-		<description>How many values in each keys in the map-joined table
-			should be cached in memory. </description>
-	</property>
-
-	<property>
-		<name>hive.mapjoin.maxsize</name>
-		<value>100000</value>
-		<description>Maximum # of rows of the small table that can be handled
-			by map-side join. If the size is reached and hive.task.progress is
-			set, a fatal error counter is set and the job will be killed.
-		</description>
-	</property>
-
-	<property>
-		<name>hive.mapjoin.cache.numrows</name>
-		<value>25000</value>
-		<description>How many rows should be cached by jdbm for map join.
-		</description>
-	</property>
-
-	<property>
-		<name>hive.optimize.skewjoin</name>
-		<value>false</value>
-		<description>Whether to enable skew join optimization. </description>
-	</property>
-
-	<property>
-		<name>hive.skewjoin.key</name>
-		<value>100000</value>
-		<description>Determine if we get a skew key in join. If we see more
-			than the specified number of rows with the same key in join operator,
-			we think the key as a skew join key. </description>
-	</property>
-
-	<property>
-		<name>hive.skewjoin.mapjoin.map.tasks</name>
-		<value>10000</value>
-		<description> Determine the number of map task used in the follow up
-			map join job
-			for a skew join. It should be used together with
-			hive.skewjoin.mapjoin.min.split
-			to perform a fine grained control.</description>
-	</property>
-
-	<property>
-		<name>hive.skewjoin.mapjoin.min.split</name>
-		<value>33554432</value>
-		<description> Determine the number of map task at most used in the
-			follow up map join job
-			for a skew join by specifying the minimum split size. It should be used
-			together with
-			hive.skewjoin.mapjoin.map.tasks to perform a fine grained control.</description>
-	</property>
-
-	<property>
-		<name>hive.mapred.mode</name>
-		<value>nonstrict</value>
-		<description>The mode in which the hive operations are being
-			performed. In strict mode, some risky queries are not allowed to run
-		</description>
-	</property>
-
-	<property>
-		<name>hive.exec.script.maxerrsize</name>
-		<value>100000</value>
-		<description>Maximum number of bytes a script is allowed to emit to
-			standard error (per map-reduce task). This prevents runaway scripts
-			from filling logs partitions to capacity </description>
-	</property>
-
-	<property>
-		<name>hive.exec.script.allow.partial.consumption</name>
-		<value>false</value>
-		<description> When enabled, this option allows a user script to exit
-			successfully without consuming all the data from the standard input.
-		</description>
-	</property>
-
-	<property>
-		<name>hive.script.operator.id.env.var</name>
-		<value>HIVE_SCRIPT_OPERATOR_ID</value>
-		<description> Name of the environment variable that holds the unique
-			script operator ID in the user's transform function (the custom
-			mapper/reducer that the user has specified in the query)
-		</description>
-	</property>
-
-	<property>
-		<name>hive.exec.compress.output</name>
-		<value>false</value>
-		<description> This controls whether the final outputs of a query (to a
-			local/hdfs file or a hive table) is compressed. The compression codec
-			and other options are determined from hadoop config variables
-			mapred.output.compress* </description>
-	</property>
-
-	<property>
-		<name>hive.exec.compress.intermediate</name>
-		<value>false</value>
-		<description> This controls whether intermediate files produced by
-			hive between multiple map-reduce jobs are compressed. The compression
-			codec and other options are determined from hadoop config variables
-			mapred.output.compress* </description>
-	</property>
-
-	<property>
-		<name>hive.exec.parallel</name>
-		<value>false</value>
-		<description>Whether to execute jobs in parallel</description>
-	</property>
-
-	<property>
-		<name>hive.exec.parallel.thread.number</name>
-		<value>8</value>
-		<description>How many jobs at most can be executed in parallel
-		</description>
-	</property>
-
-	<property>
-		<name>hive.hwi.war.file</name>
-		<value>lib\hive-hwi-0.7.0.war</value>
-		<description>This sets the path to the HWI war file, relative to
-			${HIVE_HOME}. </description>
-	</property>
-
-	<property>
-		<name>hive.hwi.listen.host</name>
-		<value>0.0.0.0</value>
-		<description>This is the host address the Hive Web Interface will
-			listen on</description>
-	</property>
-
-	<property>
-		<name>hive.hwi.listen.port</name>
-		<value>9999</value>
-		<description>This is the port the Hive Web Interface will listen on
-		</description>
-	</property>
-
-	<property>
-		<name>hive.exec.pre.hooks</name>
-		<value></value>
-		<description>Pre Execute Hook for Tests</description>
-	</property>
-
-	<property>
-		<name>hive.merge.mapfiles</name>
-		<value>true</value>
-		<description>Merge small files at the end of a map-only job
-		</description>
-	</property>
-
-	<property>
-		<name>hive.merge.mapredfiles</name>
-		<value>false</value>
-		<description>Merge small files at the end of a map-reduce job
-		</description>
-	</property>
-
-	<property>
-		<name>hive.heartbeat.interval</name>
-		<value>1000</value>
-		<description>Send a heartbeat after this interval - used by mapjoin
-			and filter operators</description>
-	</property>
-
-	<property>
-		<name>hive.merge.size.per.task</name>
-		<value>256000000</value>
-		<description>Size of merged files at the end of the job</description>
-	</property>
-
-	<property>
-		<name>hive.merge.size.smallfiles.avgsize</name>
-		<value>16000000</value>
-		<description>When the average output file size of a job is less than
-			this number, Hive will start an additional map-reduce job to merge
-			the output files into bigger files. This is only done for map-only
-			jobs if hive.merge.mapfiles is true, and for map-reduce jobs if
-			hive.merge.mapredfiles is true.</description>
-	</property>
-
-	<property>
-		<name>hive.script.auto.progress</name>
-		<value>false</value>
-		<description>Whether Hive Tranform/Map/Reduce Clause should
-			automatically send progress information to TaskTracker to avoid the
-			task getting killed because of inactivity. Hive sends progress
-			information when the script is outputting to stderr. This option
-			removes the need of periodically producing stderr messages, but users
-			should be cautious because this may prevent infinite loops in the
-			scripts to be killed by TaskTracker.  </description>
-	</property>
-
-	<property>
-		<name>hive.script.serde</name>
-		<value>org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe</value>
-		<description>The default serde for trasmitting input data to and
-			reading output data from the user scripts. </description>
-	</property>
-
-	<property>
-		<name>hive.script.recordreader</name>
-		<value>org.apache.hadoop.hive.ql.exec.TextRecordReader</value>
-		<description>The default record reader for reading data from the user
-			scripts. </description>
-	</property>
-
-	<property>
-		<name>hive.script.recordwriter</name>
-		<value>org.apache.hadoop.hive.ql.exec.TextRecordWriter</value>
-		<description>The default record writer for writing data to the user
-			scripts. </description>
-	</property>
-
-	<property>
-		<name>hive.input.format</name>
-		<value>org.apache.hadoop.hive.ql.io.HiveInputFormat</value>
-		<description>The default input format, if it is not specified, the
-			system assigns it. It is set to HiveInputFormat for hadoop versions
-			17, 18 and 19, whereas it is set to CombinedHiveInputFormat for
-			hadoop 20. The user can always overwrite it - if there is a bug in
-			CombinedHiveInputFormat, it can always be manually set to
-			HiveInputFormat. </description>
-	</property>
-
-	<property>
-		<name>hive.udtf.auto.progress</name>
-		<value>false</value>
-		<description>Whether Hive should automatically send progress
-			information to TaskTracker when using UDTF's to prevent the task
-			getting killed because of inactivity. Users should be cautious
-			because this may prevent TaskTracker from killing tasks with infinte
-			loops.  </description>
-	</property>
-
-	<property>
-		<name>hive.mapred.reduce.tasks.speculative.execution</name>
-		<value>true</value>
-		<description>Whether speculative execution for reducers should be
-			turned on. </description>
-	</property>
-
-	<property>
-		<name>hive.exec.counters.pull.interval</name>
-		<value>1000</value>
-		<description>The interval with which to poll the JobTracker for the
-			counters the running job. The smaller it is the more load there will
-			be on the jobtracker, the higher it is the less granular the caught
-			will be.</description>
-	</property>
-
-	<property>
-		<name>hive.enforce.bucketing</name>
-		<value>false</value>
-		<description>Whether bucketing is enforced. If true, while inserting
-			into the table, bucketing is enforced. </description>
-	</property>
-
-	<property>
-		<name>hive.enforce.sorting</name>
-		<value>false</value>
-		<description>Whether sorting is enforced. If true, while inserting
-			into the table, sorting is enforced. </description>
-	</property>
-
-	<property>
-		<name>hive.metastore.ds.connection.url.hook</name>
-		<value></value>
-		<description>Name of the hook to use for retriving the JDO connection
-			URL. If empty, the value in javax.jdo.option.ConnectionURL is used
-		</description>
-	</property>
-
-	<property>
-		<name>hive.metastore.ds.retry.attempts</name>
-		<value>1</value>
-		<description>The number of times to retry a metastore call if there
-			were a connection error</description>
-	</property>
-
-	<property>
-		<name>hive.metastore.ds.retry.interval</name>
-		<value>1000</value>
-		<description>The number of miliseconds between metastore retry
-			attempts</description>
-	</property>
-
-	<property>
-		<name>hive.metastore.server.min.threads</name>
-		<value>200</value>
-		<description>Minimum number of worker threads in the Thrift server's
-			pool.</description>
-	</property>
-
-	<property>
-		<name>hive.metastore.server.max.threads</name>
-		<value>100000</value>
-		<description>Maximum number of worker threads in the Thrift server's
-			pool.</description>
-	</property>
-
-	<property>
-		<name>hive.metastore.server.tcp.keepalive</name>
-		<value>true</value>
-		<description>Whether to enable TCP keepalive for the metastore server.
-			Keepalive will prevent accumulation of half-open connections.
-		</description>
-	</property>
-
-	<property>
-		<name>hive.optimize.reducededuplication</name>
-		<value>true</value>
-		<description>Remove extra map-reduce jobs if the data is already
-			clustered by the same key which needs to be used again. This should
-			always be set to true. Since it is a new feature, it has been made
-			configurable.</description>
-	</property>
-
-	<property>
-		<name>hive.exec.dynamic.partition</name>
-		<value>false</value>
-		<description>Whether or not to allow dynamic partitions in DML/DDL.
-		</description>
-	</property>
-
-	<property>
-		<name>hive.exec.dynamic.partition.mode</name>
-		<value>strict</value>
-		<description>In strict mode, the user must specify at least one static
-			partition in case the user accidentally overwrites all partitions.
-		</description>
-	</property>
-
-	<property>
-		<name>hive.exec.max.dynamic.partitions</name>
-		<value>1000</value>
-		<description>Maximum number of dynamic partitions allowed to be
-			created in total.</description>
-	</property>
-
-	<property>
-		<name>hive.exec.max.dynamic.partitions.pernode</name>
-		<value>100</value>
-		<description>Maximum number of dynamic partitions allowed to be
-			created in each mapper/reducer node.</description>
-	</property>
-
-	<property>
-		<name>hive.default.partition.name</name>
-		<value>__HIVE_DEFAULT_PARTITION__</value>
-		<description>The default partition name in case the dynamic partition
-			column value is null/empty string or anyother values that cannot be
-			escaped. This value must not contain any special character used in
-			HDFS URI (e.g., ':', '%', '/' etc). The user has to be aware that the
-			dynamic partition value should not contain this value to avoid
-			confusions.</description>
-	</property>
-
-	<property>
-		<name>fs.har.impl</name>
-		<value>org.apache.hadoop.hive.shims.HiveHarFileSystem</value>
-		<description>The implementation for accessing Hadoop Archives. Note
-			that this won't be applicable to Hadoop vers less than 0.20
-		</description>
-	</property>
-
-	<property>
-		<name>hive.archive.enabled</name>
-		<value>false</value>
-		<description>Whether archiving operations are permitted</description>
-	</property>
-
-	<property>
-		<name>hive.archive.har.parentdir.settable</name>
-		<value>false</value>
-		<description>In new Hadoop versions, the parent directory must be set
-			while
-			creating a HAR. Because this functionality is hard to detect with just
-			version
-			numbers, this conf var needs to be set manually.</description>
-	</property>
-
-	<!-- HBase Storage Handler Parameters -->
-
-	<property>
-		<name>hive.hbase.wal.enabled</name>
-		<value>true</value>
-		<description>Whether writes to HBase should be forced to the
-			write-ahead log. Disabling this improves HBase write performance at
-			the risk of lost writes in case of a crash.</description>
-	</property>
-
-</configuration>
diff --git a/hivesterix/hivesterix-common/pom.xml b/hivesterix/hivesterix-common/pom.xml
new file mode 100644
index 0000000..597de1b
--- /dev/null
+++ b/hivesterix/hivesterix-common/pom.xml
@@ -0,0 +1,59 @@
+<?xml version="1.0"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hivesterix-common</artifactId>
+	<name>hivesterix-common</name>
+
+	<parent>
+		<artifactId>hivesterix</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+					<encoding>UTF-8</encoding>
+					<fork>true</fork>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
+	<dependencies>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-api</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>algebricks-compiler</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-hdfs-core</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-exec</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+	</dependencies>
+</project>
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/common/config/ConfUtil.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/common/config/ConfUtil.java
new file mode 100644
index 0000000..648deb6
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/common/config/ConfUtil.java
@@ -0,0 +1,186 @@
+package edu.uci.ics.hivesterix.common.config;
+
+import java.io.BufferedReader;
+import java.io.FileInputStream;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.net.InetAddress;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Properties;
+
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.session.SessionState;
+import org.apache.hadoop.mapred.FileInputFormat;
+import org.apache.hadoop.mapred.InputFormat;
+import org.apache.hadoop.mapred.JobConf;
+
+import edu.uci.ics.hyracks.api.client.HyracksConnection;
+import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
+import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.topology.ClusterTopology;
+
+@SuppressWarnings({ "rawtypes", "deprecation" })
+public class ConfUtil {
+    private static final String clusterPropertiesPath = "conf/cluster.properties";
+    private static final String masterFilePath = "conf/master";
+
+    private static JobConf job;
+    private static HiveConf hconf;
+    private static String[] NCs;
+    private static Map<String, List<String>> ncMapping;
+    private static IHyracksClientConnection hcc = null;
+    private static ClusterTopology topology = null;
+    private static Properties clusterProps;
+    private static Map<String, NodeControllerInfo> ncNameToNcInfos;
+
+    public static JobConf getJobConf(Class<? extends InputFormat> format, Path path) {
+        JobConf conf = new JobConf();
+        if (job != null)
+            conf = job;
+
+        String hadoopPath = System.getProperty("HADOOP_HOME", "/hadoop");
+        Path pathCore = new Path(hadoopPath + "/conf/core-site.xml");
+        conf.addResource(pathCore);
+        Path pathMapRed = new Path(hadoopPath + "/conf/mapred-site.xml");
+        conf.addResource(pathMapRed);
+        Path pathHDFS = new Path(hadoopPath + "/conf/hdfs-site.xml");
+        conf.addResource(pathHDFS);
+
+        conf.setInputFormat(format);
+        FileInputFormat.setInputPaths(conf, path);
+        return conf;
+    }
+
+    public static JobConf getJobConf() {
+        JobConf conf = new JobConf();
+        if (job != null)
+            conf = job;
+
+        String hadoopPath = System.getProperty("HADOOP_HOME", "/hadoop");
+        Path pathCore = new Path(hadoopPath + "/conf/core-site.xml");
+        conf.addResource(pathCore);
+        Path pathMapRed = new Path(hadoopPath + "/conf/mapred-site.xml");
+        conf.addResource(pathMapRed);
+        Path pathHDFS = new Path(hadoopPath + "/conf/hdfs-site.xml");
+        conf.addResource(pathHDFS);
+
+        return conf;
+    }
+
+    public static void setJobConf(JobConf conf) {
+        job = conf;
+    }
+
+    public static void setHiveConf(HiveConf hiveConf) {
+        hconf = hiveConf;
+    }
+
+    public static HiveConf getHiveConf() {
+        if (hconf == null) {
+            hconf = new HiveConf(SessionState.class);
+            hconf.addResource(new Path("conf/hive-default.xml"));
+        }
+        return hconf;
+    }
+
+    public static String[] getNCs() throws HyracksException {
+        if (NCs == null) {
+            try {
+                loadClusterConfig();
+            } catch (Exception e) {
+                throw new HyracksException(e);
+            }
+        }
+        return NCs;
+    }
+
+    public static Map<String, List<String>> getNCMapping() throws HyracksException {
+        if (ncMapping == null) {
+            try {
+                loadClusterConfig();
+            } catch (Exception e) {
+                throw new HyracksException(e);
+            }
+        }
+        return ncMapping;
+    }
+
+    public static Map<String, NodeControllerInfo> getNodeControllerInfo() throws HyracksException {
+        if (ncNameToNcInfos == null) {
+            try {
+                loadClusterConfig();
+            } catch (Exception e) {
+                throw new HyracksException(e);
+            }
+        }
+        return ncNameToNcInfos;
+    }
+
+    private static void loadClusterConfig() {
+        try {
+            getHiveConf();
+
+            /**
+             * load the properties file if it is not loaded
+             */
+            if (clusterProps == null) {
+                clusterProps = new Properties();
+                InputStream confIn = new FileInputStream(clusterPropertiesPath);
+                clusterProps.load(confIn);
+                confIn.close();
+            }
+
+            if (hcc == null) {
+                BufferedReader ipReader = new BufferedReader(new InputStreamReader(new FileInputStream(masterFilePath)));
+                String masterNode = ipReader.readLine();
+                ipReader.close();
+
+                InetAddress[] ips = InetAddress.getAllByName(masterNode);
+                int port = Integer.parseInt(clusterProps.getProperty("CC_CLIENTPORT"));
+                for (InetAddress ip : ips) {
+                    if (ip.getAddress().length <= 4) {
+                        try {
+                            hcc = new HyracksConnection(ip.getHostAddress(), port);
+                            break;
+                        } catch (Exception e) {
+                            continue;
+                        }
+                    }
+                }
+            }
+
+            int mpl = Integer.parseInt(hconf.get("hive.hyracks.parrallelism"));
+            topology = hcc.getClusterTopology();
+            ncNameToNcInfos = hcc.getNodeControllerInfos();
+            NCs = new String[ncNameToNcInfos.size() * mpl];
+            ncMapping = new HashMap<String, List<String>>();
+            int i = 0;
+            for (Map.Entry<String, NodeControllerInfo> entry : ncNameToNcInfos.entrySet()) {
+                String ipAddr = InetAddress.getByAddress(entry.getValue().getNetworkAddress().getIpAddress())
+                        .getHostAddress();
+                List<String> matchedNCs = ncMapping.get(ipAddr);
+                if (matchedNCs == null) {
+                    matchedNCs = new ArrayList<String>();
+                    ncMapping.put(ipAddr, matchedNCs);
+                }
+                matchedNCs.add(entry.getKey());
+                for (int j = i * mpl; j < i * mpl + mpl; j++)
+                    NCs[j] = entry.getKey();
+                i++;
+            }
+        } catch (Exception e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public static ClusterTopology getClusterTopology() {
+        if (topology == null)
+            loadClusterConfig();
+        return topology;
+    }
+}
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/ExpressionConstant.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/ExpressionConstant.java
new file mode 100644
index 0000000..8fb715b
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/ExpressionConstant.java
@@ -0,0 +1,24 @@
+package edu.uci.ics.hivesterix.logical.expression;
+
+/**
+ * some constants for expression
+ * 
+ * @author yingyib
+ */
+public class ExpressionConstant {
+
+    /**
+     * name space for function identifier
+     */
+    public static String NAMESPACE = "hive";
+
+    /**
+     * field expression: modeled as function in Algebricks
+     */
+    public static String FIELDACCESS = "fieldaccess";
+
+    /**
+     * null string: modeled as null in Algebricks
+     */
+    public static String NULL = "null";
+}
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/ExpressionTranslator.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/ExpressionTranslator.java
new file mode 100644
index 0000000..662ed83
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/ExpressionTranslator.java
@@ -0,0 +1,209 @@
+package edu.uci.ics.hivesterix.logical.expression;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hadoop.hive.ql.exec.FunctionInfo;
+import org.apache.hadoop.hive.ql.exec.FunctionRegistry;
+import org.apache.hadoop.hive.ql.plan.AggregationDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeFieldDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeNullDesc;
+import org.apache.hadoop.hive.ql.plan.UDTFDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDF;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDTF;
+import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+
+public class ExpressionTranslator {
+
+    public static Object getHiveExpression(ILogicalExpression expr, IVariableTypeEnvironment env) throws Exception {
+        if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+            /**
+             * function expression
+             */
+            AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+            IFunctionInfo funcInfo = funcExpr.getFunctionInfo();
+            FunctionIdentifier fid = funcInfo.getFunctionIdentifier();
+
+            if (fid.getName().equals(ExpressionConstant.FIELDACCESS)) {
+                Object info = ((HiveFunctionInfo) funcInfo).getInfo();
+                ExprNodeFieldDesc desc = (ExprNodeFieldDesc) info;
+                return new ExprNodeFieldDesc(desc.getTypeInfo(), desc.getDesc(), desc.getFieldName(), desc.getIsList());
+            }
+
+            if (fid.getName().equals(ExpressionConstant.NULL)) {
+                return new ExprNodeNullDesc();
+            }
+
+            /**
+             * argument expressions: translate argument expressions recursively
+             * first, this logic is shared in scalar, aggregation and unnesting
+             * function
+             */
+            List<Mutable<ILogicalExpression>> arguments = funcExpr.getArguments();
+            List<ExprNodeDesc> parameters = new ArrayList<ExprNodeDesc>();
+            for (Mutable<ILogicalExpression> argument : arguments) {
+                /**
+                 * parameters could not be aggregate function desc
+                 */
+                ExprNodeDesc parameter = (ExprNodeDesc) getHiveExpression(argument.getValue(), env);
+                parameters.add(parameter);
+            }
+
+            /**
+             * get expression
+             */
+            if (funcExpr instanceof ScalarFunctionCallExpression) {
+                String udfName = HiveAlgebricksBuiltInFunctionMap.INSTANCE.getHiveFunctionName(fid);
+                GenericUDF udf;
+                if (udfName != null) {
+                    /**
+                     * get corresponding function info for built-in functions
+                     */
+                    FunctionInfo fInfo = FunctionRegistry.getFunctionInfo(udfName);
+                    udf = fInfo.getGenericUDF();
+
+                    int inputSize = parameters.size();
+                    List<ExprNodeDesc> currentDescs = new ArrayList<ExprNodeDesc>();
+
+                    // generate expression tree if necessary
+                    while (inputSize > 2) {
+                        int pairs = inputSize / 2;
+                        for (int i = 0; i < pairs; i++) {
+                            List<ExprNodeDesc> descs = new ArrayList<ExprNodeDesc>();
+                            descs.add(parameters.get(2 * i));
+                            descs.add(parameters.get(2 * i + 1));
+                            ExprNodeDesc desc = ExprNodeGenericFuncDesc.newInstance(udf, descs);
+                            currentDescs.add(desc);
+                        }
+
+                        if (inputSize % 2 != 0) {
+                            // List<ExprNodeDesc> descs = new
+                            // ArrayList<ExprNodeDesc>();
+                            // ExprNodeDesc lastExpr =
+                            // currentDescs.remove(currentDescs.size() - 1);
+                            // descs.add(lastExpr);
+                            currentDescs.add(parameters.get(inputSize - 1));
+                            // ExprNodeDesc desc =
+                            // ExprNodeGenericFuncDesc.newInstance(udf, descs);
+                            // currentDescs.add(desc);
+                        }
+                        inputSize = currentDescs.size();
+                        parameters.clear();
+                        parameters.addAll(currentDescs);
+                        currentDescs.clear();
+                    }
+
+                } else {
+                    Object secondInfo = ((HiveFunctionInfo) funcInfo).getInfo();
+                    if (secondInfo != null) {
+
+                        /**
+                         * for GenericUDFBridge: we should not call get type of
+                         * this hive expression, because parameters may have
+                         * been changed!
+                         */
+                        ExprNodeGenericFuncDesc hiveExpr = (ExprNodeGenericFuncDesc) ((HiveFunctionInfo) funcInfo)
+                                .getInfo();
+                        udf = hiveExpr.getGenericUDF();
+                    } else {
+                        /**
+                         * for other generic UDF
+                         */
+                        Class<?> udfClass;
+                        try {
+                            udfClass = Class.forName(fid.getName());
+                            udf = (GenericUDF) udfClass.newInstance();
+                        } catch (Exception e) {
+                            e.printStackTrace();
+                            throw new AlgebricksException(e.getMessage());
+                        }
+                    }
+                }
+                /**
+                 * get hive generic function expression
+                 */
+                ExprNodeDesc desc = ExprNodeGenericFuncDesc.newInstance(udf, parameters);
+                return desc;
+            } else if (funcExpr instanceof AggregateFunctionCallExpression) {
+                /**
+                 * hive aggregation info
+                 */
+                AggregationDesc aggregateDesc = (AggregationDesc) ((HiveFunctionInfo) funcExpr.getFunctionInfo())
+                        .getInfo();
+                /**
+                 * set parameters
+                 */
+                aggregateDesc.setParameters((ArrayList<ExprNodeDesc>) parameters);
+
+                List<TypeInfo> originalParameterTypeInfos = new ArrayList<TypeInfo>();
+                for (ExprNodeDesc parameter : parameters) {
+                    if (parameter.getTypeInfo() instanceof StructTypeInfo) {
+                        originalParameterTypeInfos.add(TypeInfoFactory.doubleTypeInfo);
+                    } else
+                        originalParameterTypeInfos.add(parameter.getTypeInfo());
+                }
+
+                GenericUDAFEvaluator eval = FunctionRegistry.getGenericUDAFEvaluator(
+                        aggregateDesc.getGenericUDAFName(), originalParameterTypeInfos, aggregateDesc.getDistinct(),
+                        false);
+
+                AggregationDesc newAggregateDesc = new AggregationDesc(aggregateDesc.getGenericUDAFName(), eval,
+                        aggregateDesc.getParameters(), aggregateDesc.getDistinct(), aggregateDesc.getMode());
+                return newAggregateDesc;
+            } else if (funcExpr instanceof UnnestingFunctionCallExpression) {
+                /**
+                 * type inference for UDTF function
+                 */
+                UDTFDesc hiveDesc = (UDTFDesc) ((HiveFunctionInfo) funcExpr.getFunctionInfo()).getInfo();
+                String funcName = hiveDesc.getUDTFName();
+                FunctionInfo fi = FunctionRegistry.getFunctionInfo(funcName);
+                GenericUDTF udtf = fi.getGenericUDTF();
+                UDTFDesc desc = new UDTFDesc(udtf);
+                return desc;
+            } else {
+                throw new IllegalStateException("unrecognized function expression " + expr.getClass().getName());
+            }
+        } else if ((expr.getExpressionTag() == LogicalExpressionTag.VARIABLE)) {
+            /**
+             * get type for variable in the environment
+             */
+            VariableReferenceExpression varExpr = (VariableReferenceExpression) expr;
+            LogicalVariable var = varExpr.getVariableReference();
+            TypeInfo typeInfo = (TypeInfo) env.getVarType(var);
+            ExprNodeDesc desc = new ExprNodeColumnDesc(typeInfo, var.toString(), "", false);
+            return desc;
+        } else if ((expr.getExpressionTag() == LogicalExpressionTag.CONSTANT)) {
+            /**
+             * get expression for constant in the environment
+             */
+            ConstantExpression varExpr = (ConstantExpression) expr;
+            Object value = ((HivesterixConstantValue) varExpr.getValue()).getObject();
+            ExprNodeDesc desc = new ExprNodeConstantDesc(value);
+            return desc;
+        } else {
+            throw new IllegalStateException("illegal expressions " + expr.getClass().getName());
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveAlgebricksBuiltInFunctionMap.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveAlgebricksBuiltInFunctionMap.java
new file mode 100644
index 0000000..56890eb
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveAlgebricksBuiltInFunctionMap.java
@@ -0,0 +1,82 @@
+package edu.uci.ics.hivesterix.logical.expression;
+
+import java.util.HashMap;
+
+import org.apache.hadoop.hive.ql.exec.Description;
+
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+
+public class HiveAlgebricksBuiltInFunctionMap {
+
+    /**
+     * hive auqa builtin function map instance
+     */
+    public static HiveAlgebricksBuiltInFunctionMap INSTANCE = new HiveAlgebricksBuiltInFunctionMap();
+
+    /**
+     * hive to Algebricks function name mapping
+     */
+    private HashMap<String, FunctionIdentifier> hiveToAlgebricksMap = new HashMap<String, FunctionIdentifier>();
+
+    /**
+     * Algebricks to hive function name mapping
+     */
+    private HashMap<FunctionIdentifier, String> AlgebricksToHiveMap = new HashMap<FunctionIdentifier, String>();
+
+    /**
+     * the bi-directional mapping between hive functions and Algebricks
+     * functions
+     */
+    private HiveAlgebricksBuiltInFunctionMap() {
+        hiveToAlgebricksMap.put("and", AlgebricksBuiltinFunctions.AND);
+        hiveToAlgebricksMap.put("or", AlgebricksBuiltinFunctions.OR);
+        hiveToAlgebricksMap.put("!", AlgebricksBuiltinFunctions.NOT);
+        hiveToAlgebricksMap.put("not", AlgebricksBuiltinFunctions.NOT);
+        hiveToAlgebricksMap.put("=", AlgebricksBuiltinFunctions.EQ);
+        hiveToAlgebricksMap.put("<>", AlgebricksBuiltinFunctions.NEQ);
+        hiveToAlgebricksMap.put(">", AlgebricksBuiltinFunctions.GT);
+        hiveToAlgebricksMap.put("<", AlgebricksBuiltinFunctions.LT);
+        hiveToAlgebricksMap.put(">=", AlgebricksBuiltinFunctions.GE);
+        hiveToAlgebricksMap.put("<=", AlgebricksBuiltinFunctions.LE);
+
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.AND, "and");
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.OR, "or");
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.NOT, "!");
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.NOT, "not");
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.EQ, "=");
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.NEQ, "<>");
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.GT, ">");
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.LT, "<");
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.GE, ">=");
+        AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.LE, "<=");
+    }
+
+    /**
+     * get hive function name from Algebricks function identifier
+     * 
+     * @param AlgebricksId
+     * @return hive
+     */
+    public String getHiveFunctionName(FunctionIdentifier AlgebricksId) {
+        return AlgebricksToHiveMap.get(AlgebricksId);
+    }
+
+    /**
+     * get hive UDF or Generic class's corresponding built-in functions
+     * 
+     * @param funcClass
+     * @return function identifier
+     */
+    public FunctionIdentifier getAlgebricksFunctionId(Class<?> funcClass) {
+        Description annotation = (Description) funcClass.getAnnotation(Description.class);
+        String hiveUDFName = "";
+        if (annotation == null) {
+            hiveUDFName = null;
+            return null;
+        } else {
+            hiveUDFName = annotation.name();
+            return hiveToAlgebricksMap.get(hiveUDFName);
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveExpressionTypeComputer.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveExpressionTypeComputer.java
new file mode 100644
index 0000000..e10e8c1
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveExpressionTypeComputer.java
@@ -0,0 +1,179 @@
+package edu.uci.ics.hivesterix.logical.expression;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hadoop.hive.ql.exec.FunctionInfo;
+import org.apache.hadoop.hive.ql.exec.FunctionRegistry;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.plan.AggregationDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
+import org.apache.hadoop.hive.ql.plan.UDTFDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDF;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDTF;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public class HiveExpressionTypeComputer implements IExpressionTypeComputer {
+
+    public static IExpressionTypeComputer INSTANCE = new HiveExpressionTypeComputer();
+
+    @Override
+    public Object getType(ILogicalExpression expr, IMetadataProvider<?, ?> metadataProvider,
+            IVariableTypeEnvironment env) throws AlgebricksException {
+        if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+            /**
+             * function expression
+             */
+            AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+            IFunctionInfo funcInfo = funcExpr.getFunctionInfo();
+
+            /**
+             * argument expressions, types, object inspectors
+             */
+            List<Mutable<ILogicalExpression>> arguments = funcExpr.getArguments();
+            List<TypeInfo> argumentTypes = new ArrayList<TypeInfo>();
+
+            /**
+             * get types of argument
+             */
+            for (Mutable<ILogicalExpression> argument : arguments) {
+                TypeInfo type = (TypeInfo) getType(argument.getValue(), metadataProvider, env);
+                argumentTypes.add(type);
+            }
+
+            ObjectInspector[] childrenOIs = new ObjectInspector[argumentTypes.size()];
+
+            /**
+             * get object inspector
+             */
+            for (int i = 0; i < argumentTypes.size(); i++) {
+                childrenOIs[i] = TypeInfoUtils.getStandardWritableObjectInspectorFromTypeInfo(argumentTypes.get(i));
+            }
+
+            /**
+             * type inference for scalar function
+             */
+            if (funcExpr instanceof ScalarFunctionCallExpression) {
+
+                FunctionIdentifier AlgebricksId = funcInfo.getFunctionIdentifier();
+                Object functionInfo = ((HiveFunctionInfo) funcInfo).getInfo();
+                String udfName = HiveAlgebricksBuiltInFunctionMap.INSTANCE.getHiveFunctionName(AlgebricksId);
+                GenericUDF udf;
+                if (udfName != null) {
+                    /**
+                     * get corresponding function info for built-in functions
+                     */
+                    FunctionInfo fInfo = FunctionRegistry.getFunctionInfo(udfName);
+                    udf = fInfo.getGenericUDF();
+                } else if (functionInfo != null) {
+                    /**
+                     * for GenericUDFBridge: we should not call get type of this
+                     * hive expression, because parameters may have been
+                     * changed!
+                     */
+                    ExprNodeGenericFuncDesc hiveExpr = (ExprNodeGenericFuncDesc) functionInfo;
+                    udf = hiveExpr.getGenericUDF();
+                } else {
+                    /**
+                     * for other generic UDF
+                     */
+                    Class<?> udfClass;
+                    try {
+                        udfClass = Class.forName(AlgebricksId.getName());
+                        udf = (GenericUDF) udfClass.newInstance();
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                        throw new AlgebricksException(e.getMessage());
+                    }
+                }
+                /**
+                 * doing the actual type inference
+                 */
+                ObjectInspector oi = null;
+                try {
+                    oi = udf.initialize(childrenOIs);
+                } catch (Exception e) {
+                    e.printStackTrace();
+                }
+
+                TypeInfo exprType = TypeInfoUtils.getTypeInfoFromObjectInspector(oi);
+                return exprType;
+
+            } else if (funcExpr instanceof AggregateFunctionCallExpression) {
+                /**
+                 * hive aggregation info
+                 */
+                AggregationDesc aggregateDesc = (AggregationDesc) ((HiveFunctionInfo) funcExpr.getFunctionInfo())
+                        .getInfo();
+                /**
+                 * type inference for aggregation function
+                 */
+                GenericUDAFEvaluator result = aggregateDesc.getGenericUDAFEvaluator();
+
+                ObjectInspector returnOI = null;
+                try {
+                    returnOI = result.init(aggregateDesc.getMode(), childrenOIs);
+                } catch (HiveException e) {
+                    e.printStackTrace();
+                }
+                TypeInfo exprType = TypeInfoUtils.getTypeInfoFromObjectInspector(returnOI);
+                return exprType;
+            } else if (funcExpr instanceof UnnestingFunctionCallExpression) {
+                /**
+                 * type inference for UDTF function
+                 */
+                UDTFDesc hiveDesc = (UDTFDesc) ((HiveFunctionInfo) funcExpr.getFunctionInfo()).getInfo();
+                GenericUDTF udtf = hiveDesc.getGenericUDTF();
+                ObjectInspector returnOI = null;
+                try {
+                    returnOI = udtf.initialize(childrenOIs);
+                } catch (HiveException e) {
+                    e.printStackTrace();
+                }
+                TypeInfo exprType = TypeInfoUtils.getTypeInfoFromObjectInspector(returnOI);
+                return exprType;
+            } else {
+                throw new IllegalStateException("unrecognized function expression " + expr.getClass().getName());
+            }
+        } else if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+            /**
+             * get type for variable in the environment
+             */
+            VariableReferenceExpression varExpr = (VariableReferenceExpression) expr;
+            LogicalVariable var = varExpr.getVariableReference();
+            TypeInfo type = (TypeInfo) env.getVarType(var);
+            return type;
+        } else if (expr.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
+            /**
+             * get type for constant, from its java class
+             */
+            ConstantExpression constExpr = (ConstantExpression) expr;
+            HivesterixConstantValue value = (HivesterixConstantValue) constExpr.getValue();
+            TypeInfo type = TypeInfoFactory.getPrimitiveTypeInfoFromJavaPrimitive(value.getObject().getClass());
+            return type;
+        } else {
+            throw new IllegalStateException("illegal expressions " + expr.getClass().getName());
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveFunctionInfo.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveFunctionInfo.java
new file mode 100644
index 0000000..ced8d02
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveFunctionInfo.java
@@ -0,0 +1,36 @@
+package edu.uci.ics.hivesterix.logical.expression;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+
+public class HiveFunctionInfo implements IFunctionInfo, Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * primary function identifier
+     */
+    private transient FunctionIdentifier fid;
+
+    /**
+     * secondary function identifier: function name
+     */
+    private transient Object secondaryFid;
+
+    public HiveFunctionInfo(FunctionIdentifier fid, Object secondFid) {
+        this.fid = fid;
+        this.secondaryFid = secondFid;
+    }
+
+    @Override
+    public FunctionIdentifier getFunctionIdentifier() {
+        return fid;
+    }
+
+    public Object getInfo() {
+        return secondaryFid;
+    }
+
+}
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveMergeAggregationExpressionFactory.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveMergeAggregationExpressionFactory.java
new file mode 100644
index 0000000..b77fe49
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveMergeAggregationExpressionFactory.java
@@ -0,0 +1,74 @@
+package edu.uci.ics.hivesterix.logical.expression;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.plan.AggregationDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IMergeAggregationExpressionFactory;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+
+/**
+ * generate merge aggregation expression from an aggregation expression
+ * 
+ * @author yingyib
+ */
+public class HiveMergeAggregationExpressionFactory implements IMergeAggregationExpressionFactory {
+
+    public static IMergeAggregationExpressionFactory INSTANCE = new HiveMergeAggregationExpressionFactory();
+
+    @Override
+    public ILogicalExpression createMergeAggregation(ILogicalExpression expr, IOptimizationContext context)
+            throws AlgebricksException {
+        /**
+         * type inference for scalar function
+         */
+        if (expr instanceof AggregateFunctionCallExpression) {
+            AggregateFunctionCallExpression funcExpr = (AggregateFunctionCallExpression) expr;
+            /**
+             * hive aggregation info
+             */
+            AggregationDesc aggregator = (AggregationDesc) ((HiveFunctionInfo) funcExpr.getFunctionInfo()).getInfo();
+            LogicalVariable inputVar = context.newVar();
+            ExprNodeDesc col = new ExprNodeColumnDesc(TypeInfoFactory.voidTypeInfo, inputVar.toString(), null, false);
+            ArrayList<ExprNodeDesc> parameters = new ArrayList<ExprNodeDesc>();
+            parameters.add(col);
+
+            GenericUDAFEvaluator.Mode mergeMode;
+            if (aggregator.getMode() == GenericUDAFEvaluator.Mode.PARTIAL1)
+                mergeMode = GenericUDAFEvaluator.Mode.PARTIAL2;
+            else if (aggregator.getMode() == GenericUDAFEvaluator.Mode.COMPLETE)
+                mergeMode = GenericUDAFEvaluator.Mode.FINAL;
+            else
+                mergeMode = aggregator.getMode();
+            AggregationDesc mergeDesc = new AggregationDesc(aggregator.getGenericUDAFName(),
+                    aggregator.getGenericUDAFEvaluator(), parameters, aggregator.getDistinct(), mergeMode);
+
+            String UDAFName = mergeDesc.getGenericUDAFName();
+            List<Mutable<ILogicalExpression>> arguments = new ArrayList<Mutable<ILogicalExpression>>();
+            arguments.add(new MutableObject<ILogicalExpression>(new VariableReferenceExpression(inputVar)));
+
+            FunctionIdentifier funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, UDAFName + "("
+                    + mergeDesc.getMode() + ")");
+            HiveFunctionInfo funcInfo = new HiveFunctionInfo(funcId, mergeDesc);
+            AggregateFunctionCallExpression aggregationExpression = new AggregateFunctionCallExpression(funcInfo,
+                    false, arguments);
+            return aggregationExpression;
+        } else {
+            throw new IllegalStateException("illegal expressions " + expr.getClass().getName());
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveNullableTypeComputer.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveNullableTypeComputer.java
new file mode 100644
index 0000000..906e3ce
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveNullableTypeComputer.java
@@ -0,0 +1,15 @@
+package edu.uci.ics.hivesterix.logical.expression;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
+
+public class HiveNullableTypeComputer implements INullableTypeComputer {
+
+    public static INullableTypeComputer INSTANCE = new HiveNullableTypeComputer();
+
+    @Override
+    public Object makeNullableType(Object type) throws AlgebricksException {
+        return type;
+    }
+
+}
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivePartialAggregationTypeComputer.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivePartialAggregationTypeComputer.java
new file mode 100644
index 0000000..c74966c
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivePartialAggregationTypeComputer.java
@@ -0,0 +1,102 @@
+package edu.uci.ics.hivesterix.logical.expression;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.plan.AggregationDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.Mode;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IPartialAggregationTypeComputer;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public class HivePartialAggregationTypeComputer implements IPartialAggregationTypeComputer {
+
+    public static IPartialAggregationTypeComputer INSTANCE = new HivePartialAggregationTypeComputer();
+
+    @Override
+    public Object getType(ILogicalExpression expr, IVariableTypeEnvironment env,
+            IMetadataProvider<?, ?> metadataProvider) throws AlgebricksException {
+        if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+            IExpressionTypeComputer tc = HiveExpressionTypeComputer.INSTANCE;
+            /**
+             * function expression
+             */
+            AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+
+            /**
+             * argument expressions, types, object inspectors
+             */
+            List<Mutable<ILogicalExpression>> arguments = funcExpr.getArguments();
+            List<TypeInfo> argumentTypes = new ArrayList<TypeInfo>();
+
+            /**
+             * get types of argument
+             */
+            for (Mutable<ILogicalExpression> argument : arguments) {
+                TypeInfo type = (TypeInfo) tc.getType(argument.getValue(), metadataProvider, env);
+                argumentTypes.add(type);
+            }
+
+            ObjectInspector[] childrenOIs = new ObjectInspector[argumentTypes.size()];
+
+            /**
+             * get object inspector
+             */
+            for (int i = 0; i < argumentTypes.size(); i++) {
+                childrenOIs[i] = TypeInfoUtils.getStandardWritableObjectInspectorFromTypeInfo(argumentTypes.get(i));
+            }
+
+            /**
+             * type inference for scalar function
+             */
+            if (funcExpr instanceof AggregateFunctionCallExpression) {
+                /**
+                 * hive aggregation info
+                 */
+                AggregationDesc aggregateDesc = (AggregationDesc) ((HiveFunctionInfo) funcExpr.getFunctionInfo())
+                        .getInfo();
+                /**
+                 * type inference for aggregation function
+                 */
+                GenericUDAFEvaluator result = aggregateDesc.getGenericUDAFEvaluator();
+
+                ObjectInspector returnOI = null;
+                try {
+                    returnOI = result.init(getPartialMode(aggregateDesc.getMode()), childrenOIs);
+                } catch (HiveException e) {
+                    e.printStackTrace();
+                }
+                TypeInfo exprType = TypeInfoUtils.getTypeInfoFromObjectInspector(returnOI);
+                return exprType;
+            } else {
+                throw new IllegalStateException("illegal expressions " + expr.getClass().getName());
+            }
+        } else {
+            throw new IllegalStateException("illegal expressions " + expr.getClass().getName());
+        }
+    }
+
+    private Mode getPartialMode(Mode mode) {
+        Mode partialMode;
+        if (mode == Mode.FINAL)
+            partialMode = Mode.PARTIAL2;
+        else if (mode == Mode.COMPLETE)
+            partialMode = Mode.PARTIAL1;
+        else
+            partialMode = mode;
+        return partialMode;
+    }
+}
diff --git a/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivesterixConstantValue.java b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivesterixConstantValue.java
new file mode 100644
index 0000000..3d35e1f
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivesterixConstantValue.java
@@ -0,0 +1,55 @@
+package edu.uci.ics.hivesterix.logical.expression;
+
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
+
+public class HivesterixConstantValue implements IAlgebricksConstantValue {
+
+    private Object object;
+
+    public HivesterixConstantValue(Object object) {
+        this.setObject(object);
+    }
+
+    @Override
+    public boolean isFalse() {
+        return object == Boolean.FALSE;
+    }
+
+    @Override
+    public boolean isNull() {
+        return object == null;
+    }
+
+    @Override
+    public boolean isTrue() {
+        return object == Boolean.TRUE;
+    }
+
+    public void setObject(Object object) {
+        this.object = object;
+    }
+
+    public Object getObject() {
+        return object;
+    }
+
+    @Override
+    public String toString() {
+        return object.toString();
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (!(o instanceof HivesterixConstantValue)) {
+            return false;
+        }
+        HivesterixConstantValue v2 = (HivesterixConstantValue) o;
+        return object.equals(v2.getObject());
+    }
+
+    @Override
+    public int hashCode() {
+        return object.hashCode();
+    }
+
+}
diff --git a/hivesterix/hivesterix-common/src/test/java/edu/uci/ics/hyracks/AppTest.java b/hivesterix/hivesterix-common/src/test/java/edu/uci/ics/hyracks/AppTest.java
new file mode 100644
index 0000000..0c701c8
--- /dev/null
+++ b/hivesterix/hivesterix-common/src/test/java/edu/uci/ics/hyracks/AppTest.java
@@ -0,0 +1,38 @@
+package edu.uci.ics.hyracks;
+
+import junit.framework.Test;
+import junit.framework.TestCase;
+import junit.framework.TestSuite;
+
+/**
+ * Unit test for simple App.
+ */
+public class AppTest 
+    extends TestCase
+{
+    /**
+     * Create the test case
+     *
+     * @param testName name of the test case
+     */
+    public AppTest( String testName )
+    {
+        super( testName );
+    }
+
+    /**
+     * @return the suite of tests being tested
+     */
+    public static Test suite()
+    {
+        return new TestSuite( AppTest.class );
+    }
+
+    /**
+     * Rigourous Test :-)
+     */
+    public void testApp()
+    {
+        assertTrue( true );
+    }
+}
diff --git a/hivesterix/hivesterix-dist/conf/cluster.properties b/hivesterix/hivesterix-dist/conf/cluster.properties
new file mode 100644
index 0000000..2d2401a
--- /dev/null
+++ b/hivesterix/hivesterix-dist/conf/cluster.properties
@@ -0,0 +1,37 @@
+#The CC port for Hyracks clients
+CC_CLIENTPORT=3099
+
+#The CC port for Hyracks cluster management
+CC_CLUSTERPORT=1099
+
+#The directory of hyracks binaries
+HYRACKS_HOME=../../../../hyracks
+
+#The tmp directory for cc to install jars
+CCTMP_DIR=/tmp/t1
+
+#The tmp directory for nc to install jars
+NCTMP_DIR=/tmp/t2
+
+#The directory to put cc logs
+CCLOGS_DIR=$CCTMP_DIR/logs
+
+#The directory to put nc logs
+NCLOGS_DIR=$NCTMP_DIR/logs
+
+#Comma separated I/O directories for the spilling of external sort
+IO_DIRS="/tmp/t3,/tmp/t4"
+
+#The JAVA_HOME
+JAVA_HOME=$JAVA_HOME
+
+#The frame size of the internal dataflow engine
+FRAME_SIZE=65536
+
+#CC JAVA_OPTS
+CCJAVA_OPTS="-Xdebug -Xrunjdwp:transport=dt_socket,address=7001,server=y,suspend=n -Xmx1g -Djava.util.logging.config.file=logging.properties"
+# Yourkit option: -agentpath:/grid/0/dev/vborkar/tools/yjp-10.0.4/bin/linux-x86-64/libyjpagent.so=port=20001"
+
+#NC JAVA_OPTS
+NCJAVA_OPTS="-Xdebug -Xrunjdwp:transport=dt_socket,address=7002,server=y,suspend=n -Xmx1g -Djava.util.logging.config.file=logging.properties"
+
diff --git a/hivesterix/conf/configuration.xsl b/hivesterix/hivesterix-dist/conf/configuration.xsl
similarity index 100%
rename from hivesterix/conf/configuration.xsl
rename to hivesterix/hivesterix-dist/conf/configuration.xsl
diff --git a/hivesterix/hivesterix-dist/conf/debugnc.properties b/hivesterix/hivesterix-dist/conf/debugnc.properties
new file mode 100755
index 0000000..27afa26
--- /dev/null
+++ b/hivesterix/hivesterix-dist/conf/debugnc.properties
@@ -0,0 +1,12 @@
+#The tmp directory for nc to install jars
+NCTMP_DIR2=/tmp/t-1
+
+#The directory to put nc logs
+NCLOGS_DIR2=$NCTMP_DIR/logs
+
+#Comma separated I/O directories for the spilling of external sort
+IO_DIRS2="/tmp/t-2,/tmp/t-3"
+
+#NC JAVA_OPTS
+NCJAVA_OPTS2="-Xdebug -Xrunjdwp:transport=dt_socket,address=7003,server=y,suspend=n -Xmx1g -Djava.util.logging.config.file=logging.properties"
+
diff --git a/hivesterix/hivesterix-dist/conf/hive-default.xml b/hivesterix/hivesterix-dist/conf/hive-default.xml
new file mode 100644
index 0000000..587eede
--- /dev/null
+++ b/hivesterix/hivesterix-dist/conf/hive-default.xml
@@ -0,0 +1,758 @@
+<?xml version="1.0"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+
+<configuration>
+
+	<!-- Hive Configuration can either be stored in this file or in the hadoop 
+		configuration files -->
+	<!-- that are implied by Hadoop setup variables. -->
+	<!-- Aside from Hadoop setup variables - this file is provided as a convenience 
+		so that Hive -->
+	<!-- users do not have to edit hadoop configuration files (that may be managed 
+		as a centralized -->
+	<!-- resource). -->
+
+	<!-- Hive Execution Parameters -->
+	<property>
+		<name>mapred.reduce.tasks</name>
+		<value>-1</value>
+		<description>The default number of reduce tasks per job. Typically set
+			to a prime close to the number of available hosts. Ignored when
+			mapred.job.tracker is "local". Hadoop set this to 1 by default,
+			whereas hive uses -1 as its default value.
+			By setting this property to -1, Hive will automatically figure out what
+			should be the number of reducers.
+  </description>
+
+        <property>
+		<name>hive.hyracks.connectorpolicy</name>
+		<value>PIPELINING</value>
+        </property>
+
+	<property>
+		<name>hive.hyracks.parrallelism</name>
+		<value>4</value>
+	</property>
+
+	<property>
+		<name>hive.algebricks.groupby.external</name>
+		<value>true</value>
+	</property>
+	
+	<property>
+		<name>hive.algebricks.groupby.external.memory</name>
+		<value>33554432</value>
+	</property>
+	
+	<property>
+		<name>hive.algebricks.sort.memory</name>
+		<value>33554432</value>
+	</property>
+
+	<property>
+		<name>hive.exec.reducers.bytes.per.reducer</name>
+		<value>1000000000</value>
+		<description>size per reducer.The default is 1G, i.e if the input size
+			is 10G, it will use 10 reducers.</description>
+	</property>
+
+	<property>
+		<name>hive.exec.reducers.max</name>
+		<value>999</value>
+		<description>max number of reducers will be used. If the one
+			specified in the configuration parameter mapred.reduce.tasks is
+			negative, hive will use this one as the max number of reducers when
+			automatically determine number of reducers.</description>
+	</property>
+
+	<property>
+		<name>hive.exec.scratchdir</name>
+		<value>/hive-${user.name}</value>
+		<description>Scratch space for Hive jobs</description>
+	</property>
+
+	<property>
+		<name>hive.test.mode</name>
+		<value>false</value>
+		<description>whether hive is running in test mode. If yes, it turns on
+			sampling and prefixes the output tablename</description>
+	</property>
+
+	<property>
+		<name>hive.test.mode.prefix</name>
+		<value>test_</value>
+		<description>if hive is running in test mode, prefixes the output
+			table by this string</description>
+	</property>
+
+	<!-- If the input table is not bucketed, the denominator of the tablesample 
+		is determinied by the parameter below -->
+	<!-- For example, the following query: -->
+	<!-- INSERT OVERWRITE TABLE dest -->
+	<!-- SELECT col1 from src -->
+	<!-- would be converted to -->
+	<!-- INSERT OVERWRITE TABLE test_dest -->
+	<!-- SELECT col1 from src TABLESAMPLE (BUCKET 1 out of 32 on rand(1)) -->
+	<property>
+		<name>hive.test.mode.samplefreq</name>
+		<value>32</value>
+		<description>if hive is running in test mode and table is not
+			bucketed, sampling frequency</description>
+	</property>
+
+	<property>
+		<name>hive.test.mode.nosamplelist</name>
+		<value></value>
+		<description>if hive is running in test mode, dont sample the above
+			comma seperated list of tables</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.local</name>
+		<value>true</value>
+		<description>controls whether to connect to remove metastore server or
+			open a new metastore server in Hive Client JVM</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.ConnectionURL</name>
+		<value>jdbc:derby:;databaseName=metastore_db;create=true</value>
+		<description>JDBC connect string for a JDBC metastore</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.ConnectionDriverName</name>
+		<value>org.apache.derby.jdbc.EmbeddedDriver</value>
+		<description>Driver class name for a JDBC metastore</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.PersistenceManagerFactoryClass</name>
+		<value>org.datanucleus.jdo.JDOPersistenceManagerFactory</value>
+		<description>class implementing the jdo persistence</description>
+	</property>
+
+	<property>
+		<name>datanucleus.connectionPoolingType</name>
+		<value>DBCP</value>
+		<description>Uses a DBCP connection pool for JDBC metastore
+		</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.DetachAllOnCommit</name>
+		<value>true</value>
+		<description>detaches all objects from session so that they can be
+			used after transaction is committed</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.NonTransactionalRead</name>
+		<value>true</value>
+		<description>reads outside of transactions</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.ConnectionUserName</name>
+		<value>APP</value>
+		<description>username to use against metastore database</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.ConnectionPassword</name>
+		<value>mine</value>
+		<description>password to use against metastore database</description>
+	</property>
+
+	<property>
+		<name>datanucleus.validateTables</name>
+		<value>false</value>
+		<description>validates existing schema against code. turn this on if
+			you want to verify existing schema </description>
+	</property>
+
+	<property>
+		<name>datanucleus.validateColumns</name>
+		<value>false</value>
+		<description>validates existing schema against code. turn this on if
+			you want to verify existing schema </description>
+	</property>
+
+	<property>
+		<name>datanucleus.validateConstraints</name>
+		<value>false</value>
+		<description>validates existing schema against code. turn this on if
+			you want to verify existing schema </description>
+	</property>
+
+	<property>
+		<name>datanucleus.storeManagerType</name>
+		<value>rdbms</value>
+		<description>metadata store type</description>
+	</property>
+
+	<property>
+		<name>datanucleus.autoCreateSchema</name>
+		<value>true</value>
+		<description>creates necessary schema on a startup if one doesn't
+			exist. set this to false, after creating it once</description>
+	</property>
+
+	<property>
+		<name>datanucleus.autoStartMechanismMode</name>
+		<value>checked</value>
+		<description>throw exception if metadata tables are incorrect
+		</description>
+	</property>
+
+	<property>
+		<name>datanucleus.transactionIsolation</name>
+		<value>read-committed</value>
+		<description>Default transaction isolation level for identity
+			generation. </description>
+	</property>
+
+	<property>
+		<name>datanucleus.cache.level2</name>
+		<value>false</value>
+		<description>Use a level 2 cache. Turn this off if metadata is changed
+			independently of hive metastore server</description>
+	</property>
+
+	<property>
+		<name>datanucleus.cache.level2.type</name>
+		<value>SOFT</value>
+		<description>SOFT=soft reference based cache, WEAK=weak reference
+			based cache.</description>
+	</property>
+
+	<property>
+		<name>datanucleus.identifierFactory</name>
+		<value>datanucleus</value>
+		<description>Name of the identifier factory to use when generating
+			table/column names etc. 'datanucleus' is used for backward
+			compatibility</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.warehouse.dir</name>
+		<value>/user/hivesterix</value>
+		<description>location of default database for the warehouse
+		</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.connect.retries</name>
+		<value>5</value>
+		<description>Number of retries while opening a connection to metastore
+		</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.rawstore.impl</name>
+		<value>org.apache.hadoop.hive.metastore.ObjectStore</value>
+		<description>Name of the class that implements
+			org.apache.hadoop.hive.metastore.rawstore interface. This class is
+			used to store and retrieval of raw metadata objects such as table,
+			database</description>
+	</property>
+
+	<property>
+		<name>hive.default.fileformat</name>
+		<value>TextFile</value>
+		<description>Default file format for CREATE TABLE statement. Options
+			are TextFile and SequenceFile. Users can explicitly say CREATE TABLE
+			... STORED AS &lt;TEXTFILE|SEQUENCEFILE&gt; to override</description>
+	</property>
+
+	<property>
+		<name>hive.fileformat.check</name>
+		<value>true</value>
+		<description>Whether to check file format or not when loading data
+			files</description>
+	</property>
+
+	<property>
+		<name>hive.map.aggr</name>
+		<value>true</value>
+		<description>Whether to use map-side aggregation in Hive Group By
+			queries</description>
+	</property>
+
+	<property>
+		<name>hive.groupby.skewindata</name>
+		<value>false</value>
+		<description>Whether there is skew in data to optimize group by
+			queries</description>
+	</property>
+
+	<property>
+		<name>hive.groupby.mapaggr.checkinterval</name>
+		<value>100000</value>
+		<description>Number of rows after which size of the grouping
+			keys/aggregation classes is performed</description>
+	</property>
+
+	<property>
+		<name>hive.mapred.local.mem</name>
+		<value>0</value>
+		<description>For local mode, memory of the mappers/reducers
+		</description>
+	</property>
+
+	<property>
+		<name>hive.map.aggr.hash.percentmemory</name>
+		<value>0.5</value>
+		<description>Portion of total memory to be used by map-side grup
+			aggregation hash table</description>
+	</property>
+
+	<property>
+		<name>hive.map.aggr.hash.min.reduction</name>
+		<value>0.5</value>
+		<description>Hash aggregation will be turned off if the ratio between
+			hash
+			table size and input rows is bigger than this number. Set to 1 to make
+			sure
+			hash aggregation is never turned off.</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.cp</name>
+		<value>true</value>
+		<description>Whether to enable column pruner</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.ppd</name>
+		<value>true</value>
+		<description>Whether to enable predicate pushdown</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.pruner</name>
+		<value>true</value>
+		<description>Whether to enable the new partition pruner which depends
+			on predicate pushdown. If this is disabled,
+			the old partition pruner which is based on AST will be enabled.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.groupby</name>
+		<value>true</value>
+		<description>Whether to enable the bucketed group by from bucketed
+			partitions/tables.</description>
+	</property>
+
+	<property>
+		<name>hive.join.emit.interval</name>
+		<value>1000</value>
+		<description>How many rows in the right-most join operand Hive should
+			buffer before emitting the join result. </description>
+	</property>
+
+	<property>
+		<name>hive.join.cache.size</name>
+		<value>25000</value>
+		<description>How many rows in the joining tables (except the streaming
+			table) should be cached in memory. </description>
+	</property>
+
+	<property>
+		<name>hive.mapjoin.bucket.cache.size</name>
+		<value>100</value>
+		<description>How many values in each keys in the map-joined table
+			should be cached in memory. </description>
+	</property>
+
+	<property>
+		<name>hive.mapjoin.maxsize</name>
+		<value>100000</value>
+		<description>Maximum # of rows of the small table that can be handled
+			by map-side join. If the size is reached and hive.task.progress is
+			set, a fatal error counter is set and the job will be killed.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.mapjoin.cache.numrows</name>
+		<value>25000</value>
+		<description>How many rows should be cached by jdbm for map join.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.skewjoin</name>
+		<value>false</value>
+		<description>Whether to enable skew join optimization. </description>
+	</property>
+
+	<property>
+		<name>hive.skewjoin.key</name>
+		<value>100000</value>
+		<description>Determine if we get a skew key in join. If we see more
+			than the specified number of rows with the same key in join operator,
+			we think the key as a skew join key. </description>
+	</property>
+
+	<property>
+		<name>hive.skewjoin.mapjoin.map.tasks</name>
+		<value>10000</value>
+		<description> Determine the number of map task used in the follow up
+			map join job
+			for a skew join. It should be used together with
+			hive.skewjoin.mapjoin.min.split
+			to perform a fine grained control.</description>
+	</property>
+
+	<property>
+		<name>hive.skewjoin.mapjoin.min.split</name>
+		<value>33554432</value>
+		<description> Determine the number of map task at most used in the
+			follow up map join job
+			for a skew join by specifying the minimum split size. It should be used
+			together with
+			hive.skewjoin.mapjoin.map.tasks to perform a fine grained control.</description>
+	</property>
+
+	<property>
+		<name>hive.mapred.mode</name>
+		<value>nonstrict</value>
+		<description>The mode in which the hive operations are being
+			performed. In strict mode, some risky queries are not allowed to run
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.script.maxerrsize</name>
+		<value>100000</value>
+		<description>Maximum number of bytes a script is allowed to emit to
+			standard error (per map-reduce task). This prevents runaway scripts
+			from filling logs partitions to capacity </description>
+	</property>
+
+	<property>
+		<name>hive.exec.script.allow.partial.consumption</name>
+		<value>false</value>
+		<description> When enabled, this option allows a user script to exit
+			successfully without consuming all the data from the standard input.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.script.operator.id.env.var</name>
+		<value>HIVE_SCRIPT_OPERATOR_ID</value>
+		<description> Name of the environment variable that holds the unique
+			script operator ID in the user's transform function (the custom
+			mapper/reducer that the user has specified in the query)
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.compress.output</name>
+		<value>false</value>
+		<description> This controls whether the final outputs of a query (to a
+			local/hdfs file or a hive table) is compressed. The compression codec
+			and other options are determined from hadoop config variables
+			mapred.output.compress* </description>
+	</property>
+
+	<property>
+		<name>hive.exec.compress.intermediate</name>
+		<value>false</value>
+		<description> This controls whether intermediate files produced by
+			hive between multiple map-reduce jobs are compressed. The compression
+			codec and other options are determined from hadoop config variables
+			mapred.output.compress* </description>
+	</property>
+
+	<property>
+		<name>hive.exec.parallel</name>
+		<value>false</value>
+		<description>Whether to execute jobs in parallel</description>
+	</property>
+
+	<property>
+		<name>hive.exec.parallel.thread.number</name>
+		<value>8</value>
+		<description>How many jobs at most can be executed in parallel
+		</description>
+	</property>
+
+	<property>
+		<name>hive.hwi.war.file</name>
+		<value>lib\hive-hwi-0.7.0.war</value>
+		<description>This sets the path to the HWI war file, relative to
+			${HIVE_HOME}. </description>
+	</property>
+
+	<property>
+		<name>hive.hwi.listen.host</name>
+		<value>0.0.0.0</value>
+		<description>This is the host address the Hive Web Interface will
+			listen on</description>
+	</property>
+
+	<property>
+		<name>hive.hwi.listen.port</name>
+		<value>9999</value>
+		<description>This is the port the Hive Web Interface will listen on
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.pre.hooks</name>
+		<value></value>
+		<description>Pre Execute Hook for Tests</description>
+	</property>
+
+	<property>
+		<name>hive.merge.mapfiles</name>
+		<value>true</value>
+		<description>Merge small files at the end of a map-only job
+		</description>
+	</property>
+
+	<property>
+		<name>hive.merge.mapredfiles</name>
+		<value>false</value>
+		<description>Merge small files at the end of a map-reduce job
+		</description>
+	</property>
+
+	<property>
+		<name>hive.heartbeat.interval</name>
+		<value>1000</value>
+		<description>Send a heartbeat after this interval - used by mapjoin
+			and filter operators</description>
+	</property>
+
+	<property>
+		<name>hive.merge.size.per.task</name>
+		<value>256000000</value>
+		<description>Size of merged files at the end of the job</description>
+	</property>
+
+	<property>
+		<name>hive.merge.size.smallfiles.avgsize</name>
+		<value>16000000</value>
+		<description>When the average output file size of a job is less than
+			this number, Hive will start an additional map-reduce job to merge
+			the output files into bigger files. This is only done for map-only
+			jobs if hive.merge.mapfiles is true, and for map-reduce jobs if
+			hive.merge.mapredfiles is true.</description>
+	</property>
+
+	<property>
+		<name>hive.script.auto.progress</name>
+		<value>false</value>
+		<description>Whether Hive Tranform/Map/Reduce Clause should
+			automatically send progress information to TaskTracker to avoid the
+			task getting killed because of inactivity. Hive sends progress
+			information when the script is outputting to stderr. This option
+			removes the need of periodically producing stderr messages, but users
+			should be cautious because this may prevent infinite loops in the
+			scripts to be killed by TaskTracker.  </description>
+	</property>
+
+	<property>
+		<name>hive.script.serde</name>
+		<value>org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe</value>
+		<description>The default serde for trasmitting input data to and
+			reading output data from the user scripts. </description>
+	</property>
+
+	<property>
+		<name>hive.script.recordreader</name>
+		<value>org.apache.hadoop.hive.ql.exec.TextRecordReader</value>
+		<description>The default record reader for reading data from the user
+			scripts. </description>
+	</property>
+
+	<property>
+		<name>hive.script.recordwriter</name>
+		<value>org.apache.hadoop.hive.ql.exec.TextRecordWriter</value>
+		<description>The default record writer for writing data to the user
+			scripts. </description>
+	</property>
+
+	<property>
+		<name>hive.input.format</name>
+		<value>org.apache.hadoop.hive.ql.io.HiveInputFormat</value>
+		<description>The default input format, if it is not specified, the
+			system assigns it. It is set to HiveInputFormat for hadoop versions
+			17, 18 and 19, whereas it is set to CombinedHiveInputFormat for
+			hadoop 20. The user can always overwrite it - if there is a bug in
+			CombinedHiveInputFormat, it can always be manually set to
+			HiveInputFormat. </description>
+	</property>
+
+	<property>
+		<name>hive.udtf.auto.progress</name>
+		<value>false</value>
+		<description>Whether Hive should automatically send progress
+			information to TaskTracker when using UDTF's to prevent the task
+			getting killed because of inactivity. Users should be cautious
+			because this may prevent TaskTracker from killing tasks with infinte
+			loops.  </description>
+	</property>
+
+	<property>
+		<name>hive.mapred.reduce.tasks.speculative.execution</name>
+		<value>true</value>
+		<description>Whether speculative execution for reducers should be
+			turned on. </description>
+	</property>
+
+	<property>
+		<name>hive.exec.counters.pull.interval</name>
+		<value>1000</value>
+		<description>The interval with which to poll the JobTracker for the
+			counters the running job. The smaller it is the more load there will
+			be on the jobtracker, the higher it is the less granular the caught
+			will be.</description>
+	</property>
+
+	<property>
+		<name>hive.enforce.bucketing</name>
+		<value>false</value>
+		<description>Whether bucketing is enforced. If true, while inserting
+			into the table, bucketing is enforced. </description>
+	</property>
+
+	<property>
+		<name>hive.enforce.sorting</name>
+		<value>false</value>
+		<description>Whether sorting is enforced. If true, while inserting
+			into the table, sorting is enforced. </description>
+	</property>
+
+	<property>
+		<name>hive.metastore.ds.connection.url.hook</name>
+		<value></value>
+		<description>Name of the hook to use for retriving the JDO connection
+			URL. If empty, the value in javax.jdo.option.ConnectionURL is used
+		</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.ds.retry.attempts</name>
+		<value>1</value>
+		<description>The number of times to retry a metastore call if there
+			were a connection error</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.ds.retry.interval</name>
+		<value>1000</value>
+		<description>The number of miliseconds between metastore retry
+			attempts</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.server.min.threads</name>
+		<value>200</value>
+		<description>Minimum number of worker threads in the Thrift server's
+			pool.</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.server.max.threads</name>
+		<value>100000</value>
+		<description>Maximum number of worker threads in the Thrift server's
+			pool.</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.server.tcp.keepalive</name>
+		<value>true</value>
+		<description>Whether to enable TCP keepalive for the metastore server.
+			Keepalive will prevent accumulation of half-open connections.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.reducededuplication</name>
+		<value>true</value>
+		<description>Remove extra map-reduce jobs if the data is already
+			clustered by the same key which needs to be used again. This should
+			always be set to true. Since it is a new feature, it has been made
+			configurable.</description>
+	</property>
+
+	<property>
+		<name>hive.exec.dynamic.partition</name>
+		<value>false</value>
+		<description>Whether or not to allow dynamic partitions in DML/DDL.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.dynamic.partition.mode</name>
+		<value>strict</value>
+		<description>In strict mode, the user must specify at least one static
+			partition in case the user accidentally overwrites all partitions.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.max.dynamic.partitions</name>
+		<value>1000</value>
+		<description>Maximum number of dynamic partitions allowed to be
+			created in total.</description>
+	</property>
+
+	<property>
+		<name>hive.exec.max.dynamic.partitions.pernode</name>
+		<value>100</value>
+		<description>Maximum number of dynamic partitions allowed to be
+			created in each mapper/reducer node.</description>
+	</property>
+
+	<property>
+		<name>hive.default.partition.name</name>
+		<value>__HIVE_DEFAULT_PARTITION__</value>
+		<description>The default partition name in case the dynamic partition
+			column value is null/empty string or anyother values that cannot be
+			escaped. This value must not contain any special character used in
+			HDFS URI (e.g., ':', '%', '/' etc). The user has to be aware that the
+			dynamic partition value should not contain this value to avoid
+			confusions.</description>
+	</property>
+
+	<property>
+		<name>fs.har.impl</name>
+		<value>org.apache.hadoop.hive.shims.HiveHarFileSystem</value>
+		<description>The implementation for accessing Hadoop Archives. Note
+			that this won't be applicable to Hadoop vers less than 0.20
+		</description>
+	</property>
+
+	<property>
+		<name>hive.archive.enabled</name>
+		<value>false</value>
+		<description>Whether archiving operations are permitted</description>
+	</property>
+
+	<property>
+		<name>hive.archive.har.parentdir.settable</name>
+		<value>false</value>
+		<description>In new Hadoop versions, the parent directory must be set
+			while
+			creating a HAR. Because this functionality is hard to detect with just
+			version
+			numbers, this conf var needs to be set manually.</description>
+	</property>
+
+	<!-- HBase Storage Handler Parameters -->
+
+	<property>
+		<name>hive.hbase.wal.enabled</name>
+		<value>true</value>
+		<description>Whether writes to HBase should be forced to the
+			write-ahead log. Disabling this improves HBase write performance at
+			the risk of lost writes in case of a crash.</description>
+	</property>
+
+</configuration>
diff --git a/hivesterix/conf/hive-log4j.properties b/hivesterix/hivesterix-dist/conf/hive-log4j.properties
similarity index 100%
rename from hivesterix/conf/hive-log4j.properties
rename to hivesterix/hivesterix-dist/conf/hive-log4j.properties
diff --git a/hivesterix/hivesterix-dist/conf/master b/hivesterix/hivesterix-dist/conf/master
new file mode 100644
index 0000000..2fbb50c
--- /dev/null
+++ b/hivesterix/hivesterix-dist/conf/master
@@ -0,0 +1 @@
+localhost
diff --git a/hivesterix/hivesterix-dist/conf/slaves b/hivesterix/hivesterix-dist/conf/slaves
new file mode 100644
index 0000000..2fbb50c
--- /dev/null
+++ b/hivesterix/hivesterix-dist/conf/slaves
@@ -0,0 +1 @@
+localhost
diff --git a/hivesterix/hivesterix-dist/pom.xml b/hivesterix/hivesterix-dist/pom.xml
new file mode 100644
index 0000000..910d2d2
--- /dev/null
+++ b/hivesterix/hivesterix-dist/pom.xml
@@ -0,0 +1,518 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<groupId>edu.uci.ics.hyracks</groupId>
+	<artifactId>hivesterix-dist</artifactId>
+	<version>0.2.4-SNAPSHOT</version>
+	<name>hivesterix-dist</name>
+
+	<parent>
+                <groupId>edu.uci.ics.hyracks</groupId>
+                <artifactId>hivesterix</artifactId>
+                <version>0.2.4-SNAPSHOT</version>
+        </parent>
+
+	<dependencies>
+		<dependency>
+			<groupId>javax.servlet</groupId>
+			<artifactId>servlet-api</artifactId>
+			<version>2.5</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>junit</groupId>
+			<artifactId>junit</artifactId>
+			<version>4.8.1</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>args4j</groupId>
+			<artifactId>args4j</artifactId>
+			<version>2.0.12</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.json</groupId>
+			<artifactId>json</artifactId>
+			<version>20090211</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.eclipse.jetty</groupId>
+			<artifactId>jetty-server</artifactId>
+			<version>8.0.0.M1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.eclipse.jetty</groupId>
+			<artifactId>jetty-servlet</artifactId>
+			<version>8.0.0.M1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>jline</groupId>
+			<artifactId>jline</artifactId>
+			<version>0.9.94</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.datanucleus</groupId>
+			<artifactId>datanucleus-core</artifactId>
+			<version>2.0.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.datanucleus</groupId>
+			<artifactId>datanucleus-connectionpool</artifactId>
+			<version>2.0.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.datanucleus</groupId>
+			<artifactId>datanucleus-enhancer</artifactId>
+			<version>2.0.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.datanucleus</groupId>
+			<artifactId>datanucleus-rdbms</artifactId>
+			<version>2.0.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-dbcp</groupId>
+			<artifactId>commons-dbcp</artifactId>
+			<version>1.4</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-pool</groupId>
+			<artifactId>commons-pool</artifactId>
+			<version>1.5.4</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-collections</groupId>
+			<artifactId>commons-collections</artifactId>
+			<version>3.2.1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-lang</groupId>
+			<artifactId>commons-lang</artifactId>
+			<version>2.4</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>javax</groupId>
+			<artifactId>jdo2-api</artifactId>
+			<version>2.3-ec</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>com.facebook</groupId>
+			<artifactId>libfb303</artifactId>
+			<version>0.5.0</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.thrift</groupId>
+			<artifactId>libthrift</artifactId>
+			<version>0.5.0</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.commons</groupId>
+			<artifactId>cli</artifactId>
+			<version>1.2</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache</groupId>
+			<artifactId>log4j</artifactId>
+			<version>1.2.15</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.antlr</groupId>
+			<artifactId>antlr-runtime</artifactId>
+			<version>3.0.1</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-cli</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-common</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-exec</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-hwi</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-jdbc</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-metastore</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-service</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-shims</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-serde</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.slf4j</groupId>
+			<artifactId>slf4j-api</artifactId>
+			<version>1.6.1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-cli</groupId>
+			<artifactId>commons-cli</artifactId>
+			<version>1.2</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.slf4j</groupId>
+			<artifactId>slf4j-log4j12</artifactId>
+			<version>1.6.1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-logging</groupId>
+			<artifactId>commons-logging</artifactId>
+			<version>1.1.1</version>
+			<type>jar</type>
+			<classifier>api</classifier>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>com.google.guava</groupId>
+			<artifactId>guava</artifactId>
+			<version>r06</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.antlr</groupId>
+			<artifactId>stringtemplate</artifactId>
+			<version>3.2</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.derby</groupId>
+			<artifactId>derby</artifactId>
+			<version>10.8.1.2</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop</groupId>
+			<artifactId>hadoop-core</artifactId>
+			<version>0.20.2</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hivesterix-translator</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hivesterix-optimizer</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hbase</groupId>
+			<artifactId>hbase</artifactId>
+			<version>0.90.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>algebricks-compiler</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-control-cc</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-control-nc</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+	</dependencies>
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+					<encoding>UTF-8</encoding>
+					<fork>true</fork>
+				</configuration>
+			</plugin>
+			<plugin>
+				<artifactId>maven-jar-plugin</artifactId>
+				<executions>
+					<execution>
+						<id>patch</id>
+						<goals>
+							<goal>jar</goal>
+						</goals>
+						<phase>package</phase>
+						<configuration>
+							<classifier>patch</classifier>
+							<finalName>a-hive</finalName>
+							<includes>
+								<include>**/org/apache/**</include>
+							</includes>
+						</configuration>
+					</execution>
+				</executions>
+			</plugin>
+			<plugin>
+				<groupId>org.codehaus.mojo</groupId>
+				<artifactId>appassembler-maven-plugin</artifactId>
+				<version>1.3</version>
+				<executions>
+					<execution>
+						<configuration>
+							<programs>
+								<program>
+									<mainClass>edu.uci.ics.asterix.hive.cli.CliDriver</mainClass>
+									<name>algebricks-hivesterix-cmd</name>
+								</program>
+							</programs>
+							<repositoryLayout>flat</repositoryLayout>
+							<repositoryName>lib</repositoryName>
+						</configuration>
+						<phase>package</phase>
+						<goals>
+							<goal>assemble</goal>
+						</goals>
+					</execution>
+				</executions>
+			</plugin>
+			<plugin>
+				<artifactId>maven-assembly-plugin</artifactId>
+				<version>2.2-beta-5</version>
+				<executions>
+					<execution>
+						<configuration>
+							<descriptors>
+								<descriptor>src/main/assembly/binary-assembly.xml</descriptor>
+							</descriptors>
+						</configuration>
+						<phase>package</phase>
+						<goals>
+							<goal>attached</goal>
+						</goals>
+					</execution>
+				</executions>
+			</plugin>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-surefire-plugin</artifactId>
+				<version>2.13</version>
+				<configuration>
+					<forkMode>pertest</forkMode>
+					<argLine>-enableassertions -Xmx2047m -Dfile.encoding=UTF-8
+						-Djava.util.logging.config.file=src/test/resources/logging.properties</argLine>
+					<includes>
+						<include>**/test/optimizer/*TestSuite.java</include>
+						<include>**/test/optimizer/*Test.java</include>
+						<include>**/test/runtimefunction/*TestSuite.java</include>
+						<include>**/test/runtimefunction/*Test.java</include>
+					</includes>
+				</configuration>
+			</plugin>
+			<plugin>
+				<artifactId>maven-resources-plugin</artifactId>
+				<version>2.5</version>
+				<executions>
+					<execution>
+						<id>copy-scripts</id>
+						<!-- here the phase you need -->
+						<phase>package</phase>
+						<goals>
+							<goal>copy-resources</goal>
+						</goals>
+						<configuration>
+							<outputDirectory>target/appassembler/bin</outputDirectory>
+							<resources>
+								<resource>
+									<directory>src/main/resources/scripts</directory>
+								</resource>
+							</resources>
+						</configuration>
+					</execution>
+					<execution>
+						<id>copy-conf</id>
+						<!-- here the phase you need -->
+						<phase>package</phase>
+						<goals>
+							<goal>copy-resources</goal>
+						</goals>
+						<configuration>
+							<outputDirectory>target/appassembler/conf</outputDirectory>
+							<resources>
+								<resource>
+									<directory>src/main/resources/conf</directory>
+								</resource>
+							</resources>
+						</configuration>
+					</execution>
+					<execution>
+						<id>copy-jar</id>
+						<!-- here the phase you need -->
+						<phase>package</phase>
+						<goals>
+							<goal>copy-resources</goal>
+						</goals>
+						<configuration>
+							<outputDirectory>target/appassembler/lib</outputDirectory>
+							<resources>
+								<resource>
+									<directory>target</directory>
+									<includes>
+										<include>*patch.jar</include>
+									</includes>
+								</resource>
+							</resources>
+						</configuration>
+					</execution>
+				</executions>
+			</plugin>
+			<plugin>
+				<artifactId>maven-clean-plugin</artifactId>
+				<version>2.5</version>
+				<configuration>
+					<filesets>
+						<fileset>
+							<directory>.</directory>
+							<includes>
+								<include>metastore*</include>
+								<include>hadoop*</include>
+								<include>edu*</include>
+								<include>tmp*</include>
+								<include>build*</include>
+								<include>target*</include>
+								<include>log*</include>
+								<include>derby.log</include>
+								<include>ClusterController*</include>
+							</includes>
+						</fileset>
+					</filesets>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+	<repositories>
+		<repository>
+			<releases>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>warn</checksumPolicy>
+			</releases>
+			<snapshots>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>fail</checksumPolicy>
+			</snapshots>
+			<id>third-party</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/repositories/third-party</url>
+		</repository>
+		<repository>
+			<releases>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>warn</checksumPolicy>
+			</releases>
+			<snapshots>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>fail</checksumPolicy>
+			</snapshots>
+			<id>hyracks-public-release</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-public-releases</url>
+		</repository>
+	</repositories>
+</project>
diff --git a/hivesterix/resource/asterix/destroy.sh b/hivesterix/hivesterix-dist/resource/asterix/destroy.sh
similarity index 100%
rename from hivesterix/resource/asterix/destroy.sh
rename to hivesterix/hivesterix-dist/resource/asterix/destroy.sh
diff --git a/hivesterix/resource/asterix/hivedeploy.hcli b/hivesterix/hivesterix-dist/resource/asterix/hivedeploy.hcli
similarity index 100%
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diff --git a/hivesterix/resource/asterix/hivedestroy.hcli b/hivesterix/hivesterix-dist/resource/asterix/hivedestroy.hcli
similarity index 100%
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rename to hivesterix/hivesterix-dist/resource/asterix/hivedestroy.hcli
diff --git a/hivesterix/resource/asterix/startall.sh b/hivesterix/hivesterix-dist/resource/asterix/startall.sh
similarity index 100%
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diff --git a/hivesterix/resource/asterix/startcc.sh b/hivesterix/hivesterix-dist/resource/asterix/startcc.sh
similarity index 100%
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diff --git a/hivesterix/resource/asterix/startnc.sh b/hivesterix/hivesterix-dist/resource/asterix/startnc.sh
similarity index 100%
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rename to hivesterix/hivesterix-dist/resource/asterix/startnc.sh
diff --git a/hivesterix/resource/asterix/stopall.sh b/hivesterix/hivesterix-dist/resource/asterix/stopall.sh
similarity index 100%
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rename to hivesterix/hivesterix-dist/resource/asterix/stopall.sh
diff --git a/hivesterix/resource/asterix/stopcc.sh b/hivesterix/hivesterix-dist/resource/asterix/stopcc.sh
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similarity index 100%
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rename to hivesterix/hivesterix-dist/resource/asterix/stopnc.sh
diff --git a/hivesterix/resource/asterix_dbg/destroy.sh b/hivesterix/hivesterix-dist/resource/asterix_dbg/destroy.sh
similarity index 100%
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rename to hivesterix/hivesterix-dist/resource/asterix_dbg/destroy.sh
diff --git a/hivesterix/resource/asterix_dbg/hivedeploy.hcli b/hivesterix/hivesterix-dist/resource/asterix_dbg/hivedeploy.hcli
similarity index 100%
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similarity index 100%
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rename to hivesterix/hivesterix-dist/resource/asterix_dbg/hivedestroy.hcli
diff --git a/hivesterix/resource/asterix_dbg/startall.sh b/hivesterix/hivesterix-dist/resource/asterix_dbg/startall.sh
similarity index 100%
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rename to hivesterix/hivesterix-dist/resource/asterix_dbg/startall.sh
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rename to hivesterix/hivesterix-dist/resource/asterix_dbg/startcc.sh
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diff --git a/hivesterix/resource/bin/ext/cli.sh b/hivesterix/hivesterix-dist/resource/bin/ext/cli.sh
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diff --git a/hivesterix/resource/bin/ext/hiveserver.sh b/hivesterix/hivesterix-dist/resource/bin/ext/hiveserver.sh
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diff --git a/hivesterix/resource/bin/ext/rcfilecat.sh b/hivesterix/hivesterix-dist/resource/bin/ext/rcfilecat.sh
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diff --git a/hivesterix/resource/deploy/balance.jar b/hivesterix/hivesterix-dist/resource/deploy/balance.jar
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Binary files differ
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diff --git a/hivesterix/resource/hivesterix/execute.sh b/hivesterix/hivesterix-dist/resource/hivesterix/execute.sh
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diff --git a/hivesterix/resource/hivesterix/loop.sh b/hivesterix/hivesterix-dist/resource/hivesterix/loop.sh
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diff --git a/hivesterix/resource/hivesterix/perflog/tpch100/result.log b/hivesterix/hivesterix-dist/resource/hivesterix/perflog/tpch100/result.log
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diff --git a/hivesterix/resource/hivesterix/startcluster.sh b/hivesterix/hivesterix-dist/resource/hivesterix/startcluster.sh
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diff --git a/hivesterix/resource/hivesterix/stress.sh b/hivesterix/hivesterix-dist/resource/hivesterix/stress.sh
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diff --git a/hivesterix/resource/hivesterix/tpch100/q10_returned_item.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q10_returned_item.hive
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diff --git a/hivesterix/resource/hivesterix/tpch100/q11_important_stock.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q11_important_stock.hive
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diff --git a/hivesterix/resource/hivesterix/tpch100/q12_shipping.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q12_shipping.hive
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diff --git a/hivesterix/resource/hivesterix/tpch100/q13_customer_distribution.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q13_customer_distribution.hive
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diff --git a/hivesterix/resource/hivesterix/tpch100/q14_promotion_effect.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q14_promotion_effect.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q15_top_supplier.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q15_top_supplier.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q16_parts_supplier_relationship.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q16_parts_supplier_relationship.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q17_small_quantity_order_revenue.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q17_small_quantity_order_revenue.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q18_large_volume_customer.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q18_large_volume_customer.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q19_discounted_revenue.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q19_discounted_revenue.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q1_pricing_summary_report.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q1_pricing_summary_report.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q20_potential_part_promotion.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q20_potential_part_promotion.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q21_suppliers_who_kept_orders_waiting.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q21_suppliers_who_kept_orders_waiting.hive
similarity index 100%
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rename to hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q21_suppliers_who_kept_orders_waiting.hive
diff --git a/hivesterix/resource/hivesterix/tpch100/q22_global_sales_opportunity.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q22_global_sales_opportunity.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q2_minimum_cost_supplier.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q2_minimum_cost_supplier.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q3_shipping_priority.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q3_shipping_priority.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q4_order_priority.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q4_order_priority.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q5_local_supplier_volume.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q5_local_supplier_volume.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q6_forecast_revenue_change.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q6_forecast_revenue_change.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q7_volume_shipping.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q7_volume_shipping.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q8_national_market_share.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q8_national_market_share.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch100/q9_product_type_profit.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch100/q9_product_type_profit.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch_sample/q1_pricing_summary_report.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch_sample/q1_pricing_summary_report.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch_sample/q3_shipping_priority.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch_sample/q3_shipping_priority.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch_sample/q5_local_supplier_volume.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch_sample/q5_local_supplier_volume.hive
similarity index 100%
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diff --git a/hivesterix/resource/hivesterix/tpch_sample/q9_product_type_profit.hive b/hivesterix/hivesterix-dist/resource/hivesterix/tpch_sample/q9_product_type_profit.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q10_returned_item.hive b/hivesterix/hivesterix-dist/resource/tpch/q10_returned_item.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q11_important_stock.hive b/hivesterix/hivesterix-dist/resource/tpch/q11_important_stock.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q12_shipping.hive b/hivesterix/hivesterix-dist/resource/tpch/q12_shipping.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q13_customer_distribution.hive b/hivesterix/hivesterix-dist/resource/tpch/q13_customer_distribution.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q14_promotion_effect.hive b/hivesterix/hivesterix-dist/resource/tpch/q14_promotion_effect.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q15_top_supplier.hive b/hivesterix/hivesterix-dist/resource/tpch/q15_top_supplier.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q16_parts_supplier_relationship.hive b/hivesterix/hivesterix-dist/resource/tpch/q16_parts_supplier_relationship.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q17_small_quantity_order_revenue.hive b/hivesterix/hivesterix-dist/resource/tpch/q17_small_quantity_order_revenue.hive
similarity index 100%
rename from hivesterix/resource/tpch/q17_small_quantity_order_revenue.hive
rename to hivesterix/hivesterix-dist/resource/tpch/q17_small_quantity_order_revenue.hive
diff --git a/hivesterix/resource/tpch/q18_large_volume_customer.hive b/hivesterix/hivesterix-dist/resource/tpch/q18_large_volume_customer.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q19_discounted_revenue.hive b/hivesterix/hivesterix-dist/resource/tpch/q19_discounted_revenue.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q1_pricing_summary_report.hive b/hivesterix/hivesterix-dist/resource/tpch/q1_pricing_summary_report.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q20_potential_part_promotion.hive b/hivesterix/hivesterix-dist/resource/tpch/q20_potential_part_promotion.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q21_suppliers_who_kept_orders_waiting.hive b/hivesterix/hivesterix-dist/resource/tpch/q21_suppliers_who_kept_orders_waiting.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q22_global_sales_opportunity.hive b/hivesterix/hivesterix-dist/resource/tpch/q22_global_sales_opportunity.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q2_copy.hive b/hivesterix/hivesterix-dist/resource/tpch/q2_copy.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q2_minimum_cost_supplier.hive b/hivesterix/hivesterix-dist/resource/tpch/q2_minimum_cost_supplier.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q3_shipping_priority.hive b/hivesterix/hivesterix-dist/resource/tpch/q3_shipping_priority.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q4_order_priority.hive b/hivesterix/hivesterix-dist/resource/tpch/q4_order_priority.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q5_local_supplier_volume.hive b/hivesterix/hivesterix-dist/resource/tpch/q5_local_supplier_volume.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q6_forecast_revenue_change.hive b/hivesterix/hivesterix-dist/resource/tpch/q6_forecast_revenue_change.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q7_volume_shipping.hive b/hivesterix/hivesterix-dist/resource/tpch/q7_volume_shipping.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q8_national_market_share.hive b/hivesterix/hivesterix-dist/resource/tpch/q8_national_market_share.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch/q9_product_type_profit.hive b/hivesterix/hivesterix-dist/resource/tpch/q9_product_type_profit.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q10_returned_item.hive b/hivesterix/hivesterix-dist/resource/tpch100/q10_returned_item.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q11_important_stock.hive b/hivesterix/hivesterix-dist/resource/tpch100/q11_important_stock.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q12_shipping.hive b/hivesterix/hivesterix-dist/resource/tpch100/q12_shipping.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q13_customer_distribution.hive b/hivesterix/hivesterix-dist/resource/tpch100/q13_customer_distribution.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q14_promotion_effect.hive b/hivesterix/hivesterix-dist/resource/tpch100/q14_promotion_effect.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q15_top_supplier.hive b/hivesterix/hivesterix-dist/resource/tpch100/q15_top_supplier.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q16_parts_supplier_relationship.hive b/hivesterix/hivesterix-dist/resource/tpch100/q16_parts_supplier_relationship.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q17_small_quantity_order_revenue.hive b/hivesterix/hivesterix-dist/resource/tpch100/q17_small_quantity_order_revenue.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q18_large_volume_customer.hive b/hivesterix/hivesterix-dist/resource/tpch100/q18_large_volume_customer.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q19_discounted_revenue.hive b/hivesterix/hivesterix-dist/resource/tpch100/q19_discounted_revenue.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q1_pricing_summary_report.hive b/hivesterix/hivesterix-dist/resource/tpch100/q1_pricing_summary_report.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q20_potential_part_promotion.hive b/hivesterix/hivesterix-dist/resource/tpch100/q20_potential_part_promotion.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q21_suppliers_who_kept_orders_waiting.hive b/hivesterix/hivesterix-dist/resource/tpch100/q21_suppliers_who_kept_orders_waiting.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q22_global_sales_opportunity.hive b/hivesterix/hivesterix-dist/resource/tpch100/q22_global_sales_opportunity.hive
similarity index 100%
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diff --git a/hivesterix/resource/tpch100/q2_minimum_cost_supplier.hive b/hivesterix/hivesterix-dist/resource/tpch100/q2_minimum_cost_supplier.hive
similarity index 100%
rename from hivesterix/resource/tpch100/q2_minimum_cost_supplier.hive
rename to hivesterix/hivesterix-dist/resource/tpch100/q2_minimum_cost_supplier.hive
diff --git a/hivesterix/resource/tpch100/q3_shipping_priority.hive b/hivesterix/hivesterix-dist/resource/tpch100/q3_shipping_priority.hive
similarity index 100%
rename from hivesterix/resource/tpch100/q3_shipping_priority.hive
rename to hivesterix/hivesterix-dist/resource/tpch100/q3_shipping_priority.hive
diff --git a/hivesterix/resource/tpch100/q4_order_priority.hive b/hivesterix/hivesterix-dist/resource/tpch100/q4_order_priority.hive
similarity index 100%
rename from hivesterix/resource/tpch100/q4_order_priority.hive
rename to hivesterix/hivesterix-dist/resource/tpch100/q4_order_priority.hive
diff --git a/hivesterix/resource/tpch100/q5_local_supplier_volume.hive b/hivesterix/hivesterix-dist/resource/tpch100/q5_local_supplier_volume.hive
similarity index 100%
rename from hivesterix/resource/tpch100/q5_local_supplier_volume.hive
rename to hivesterix/hivesterix-dist/resource/tpch100/q5_local_supplier_volume.hive
diff --git a/hivesterix/resource/tpch100/q6_forecast_revenue_change.hive b/hivesterix/hivesterix-dist/resource/tpch100/q6_forecast_revenue_change.hive
similarity index 100%
rename from hivesterix/resource/tpch100/q6_forecast_revenue_change.hive
rename to hivesterix/hivesterix-dist/resource/tpch100/q6_forecast_revenue_change.hive
diff --git a/hivesterix/resource/tpch100/q7_volume_shipping.hive b/hivesterix/hivesterix-dist/resource/tpch100/q7_volume_shipping.hive
similarity index 100%
rename from hivesterix/resource/tpch100/q7_volume_shipping.hive
rename to hivesterix/hivesterix-dist/resource/tpch100/q7_volume_shipping.hive
diff --git a/hivesterix/resource/tpch100/q8_national_market_share.hive b/hivesterix/hivesterix-dist/resource/tpch100/q8_national_market_share.hive
similarity index 100%
rename from hivesterix/resource/tpch100/q8_national_market_share.hive
rename to hivesterix/hivesterix-dist/resource/tpch100/q8_national_market_share.hive
diff --git a/hivesterix/resource/tpch100/q9_product_type_profit.hive b/hivesterix/hivesterix-dist/resource/tpch100/q9_product_type_profit.hive
similarity index 100%
rename from hivesterix/resource/tpch100/q9_product_type_profit.hive
rename to hivesterix/hivesterix-dist/resource/tpch100/q9_product_type_profit.hive
diff --git a/hivesterix/hivesterix-dist/src/main/assembly/binary-assembly.xml b/hivesterix/hivesterix-dist/src/main/assembly/binary-assembly.xml
new file mode 100755
index 0000000..de3757f
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,26 @@
+<assembly>
+	<id>binary-assembly</id>
+	<formats>
+		<format>zip</format>
+		<format>dir</format>
+	</formats>
+	<includeBaseDirectory>false</includeBaseDirectory>
+	<fileSets>
+		<fileSet>
+			<directory>target/appassembler/bin</directory>
+			<outputDirectory>bin</outputDirectory>
+			<fileMode>0755</fileMode>
+		</fileSet>
+		<fileSet>
+			<directory>target/appassembler/lib</directory>
+			<outputDirectory>lib</outputDirectory>
+		</fileSet>
+		<fileSet>
+			<directory>target</directory>
+			<outputDirectory>lib</outputDirectory>
+			<includes>
+				<include>*.jar</include>
+			</includes>
+		</fileSet>
+	</fileSets>
+</assembly>
diff --git a/hivesterix/hivesterix-dist/src/main/java/edu/uci/ics/hivesterix/runtime/exec/HyracksExecutionEngine.java b/hivesterix/hivesterix-dist/src/main/java/edu/uci/ics/hivesterix/runtime/exec/HyracksExecutionEngine.java
new file mode 100644
index 0000000..53c9d42
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/edu/uci/ics/hivesterix/runtime/exec/HyracksExecutionEngine.java
@@ -0,0 +1,595 @@
+package edu.uci.ics.hivesterix.runtime.exec;
+
+import java.io.BufferedReader;
+import java.io.FileInputStream;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.io.PrintWriter;
+import java.io.Serializable;
+import java.net.InetAddress;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Properties;
+import java.util.Set;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.exec.ConditionalTask;
+import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
+import org.apache.hadoop.hive.ql.exec.MapRedTask;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.exec.TableScanOperator;
+import org.apache.hadoop.hive.ql.exec.Task;
+import org.apache.hadoop.hive.ql.plan.DynamicPartitionCtx;
+import org.apache.hadoop.hive.ql.plan.FetchWork;
+import org.apache.hadoop.hive.ql.plan.FileSinkDesc;
+import org.apache.hadoop.hive.ql.plan.MapredLocalWork;
+import org.apache.hadoop.hive.ql.plan.MapredWork;
+import org.apache.hadoop.hive.ql.plan.PartitionDesc;
+import org.apache.hadoop.hive.ql.plan.TableScanDesc;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.logical.expression.HiveExpressionTypeComputer;
+import edu.uci.ics.hivesterix.logical.expression.HiveMergeAggregationExpressionFactory;
+import edu.uci.ics.hivesterix.logical.expression.HiveNullableTypeComputer;
+import edu.uci.ics.hivesterix.logical.expression.HivePartialAggregationTypeComputer;
+import edu.uci.ics.hivesterix.logical.plan.HiveAlgebricksTranslator;
+import edu.uci.ics.hivesterix.logical.plan.HiveLogicalPlanAndMetaData;
+import edu.uci.ics.hivesterix.optimizer.rulecollections.HiveRuleCollections;
+import edu.uci.ics.hivesterix.runtime.factory.evaluator.HiveExpressionRuntimeProvider;
+import edu.uci.ics.hivesterix.runtime.factory.nullwriter.HiveNullWriterFactory;
+import edu.uci.ics.hivesterix.runtime.inspector.HiveBinaryBooleanInspectorFactory;
+import edu.uci.ics.hivesterix.runtime.inspector.HiveBinaryIntegerInspectorFactory;
+import edu.uci.ics.hivesterix.runtime.jobgen.HiveConnectorPolicyAssignmentPolicy;
+import edu.uci.ics.hivesterix.runtime.jobgen.HiveConnectorPolicyAssignmentPolicy.Policy;
+import edu.uci.ics.hivesterix.runtime.provider.HiveBinaryComparatorFactoryProvider;
+import edu.uci.ics.hivesterix.runtime.provider.HiveBinaryHashFunctionFactoryProvider;
+import edu.uci.ics.hivesterix.runtime.provider.HiveBinaryHashFunctionFamilyProvider;
+import edu.uci.ics.hivesterix.runtime.provider.HiveNormalizedKeyComputerFactoryProvider;
+import edu.uci.ics.hivesterix.runtime.provider.HivePrinterFactoryProvider;
+import edu.uci.ics.hivesterix.runtime.provider.HiveSerializerDeserializerProvider;
+import edu.uci.ics.hivesterix.runtime.provider.HiveTypeTraitProvider;
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.compiler.api.HeuristicCompilerFactoryBuilder;
+import edu.uci.ics.hyracks.algebricks.compiler.api.HeuristicCompilerFactoryBuilder.DefaultOptimizationContextFactory;
+import edu.uci.ics.hyracks.algebricks.compiler.api.ICompiler;
+import edu.uci.ics.hyracks.algebricks.compiler.api.ICompilerFactory;
+import edu.uci.ics.hyracks.algebricks.compiler.rewriter.rulecontrollers.SequentialFixpointRuleController;
+import edu.uci.ics.hyracks.algebricks.compiler.rewriter.rulecontrollers.SequentialOnceRuleController;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlanAndMetadata;
+import edu.uci.ics.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
+import edu.uci.ics.hyracks.algebricks.core.algebra.prettyprint.PlanPrettyPrinter;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.AbstractRuleController;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import edu.uci.ics.hyracks.api.client.HyracksConnection;
+import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+
+@SuppressWarnings({ "rawtypes", "unchecked" })
+public class HyracksExecutionEngine implements IExecutionEngine {
+
+    private static final Log LOG = LogFactory.getLog(HyracksExecutionEngine.class.getName());
+    private static final String clusterPropertiesPath = "conf/cluster.properties";
+    private static final String masterFilePath = "conf/master";
+
+    private static List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> DEFAULT_LOGICAL_REWRITES = new ArrayList<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>>();
+    private static List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> DEFAULT_PHYSICAL_REWRITES = new ArrayList<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>>();
+    static {
+        SequentialFixpointRuleController seqCtrlNoDfs = new SequentialFixpointRuleController(false);
+        SequentialFixpointRuleController seqCtrlFullDfs = new SequentialFixpointRuleController(true);
+        SequentialOnceRuleController seqOnceCtrl = new SequentialOnceRuleController(true);
+        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlFullDfs,
+                HiveRuleCollections.NORMALIZATION));
+        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
+                HiveRuleCollections.COND_PUSHDOWN_AND_JOIN_INFERENCE));
+        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlFullDfs,
+                HiveRuleCollections.LOAD_FIELDS));
+        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
+                HiveRuleCollections.OP_PUSHDOWN));
+        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrl,
+                HiveRuleCollections.DATA_EXCHANGE));
+        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
+                HiveRuleCollections.CONSOLIDATION));
+
+        DEFAULT_PHYSICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrl,
+                HiveRuleCollections.PHYSICAL_PLAN_REWRITES));
+        DEFAULT_PHYSICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrl,
+                HiveRuleCollections.prepareJobGenRules));
+    }
+
+    /**
+     * static configurations for compiler
+     */
+    private HeuristicCompilerFactoryBuilder builder;
+
+    /**
+     * compiler
+     */
+    private ICompiler compiler;
+
+    /**
+     * physical optimization config
+     */
+    private PhysicalOptimizationConfig physicalOptimizationConfig;
+
+    /**
+     * final ending operators
+     */
+    private List<Operator> leaveOps = new ArrayList<Operator>();
+
+    /**
+     * tasks that are already visited
+     */
+    private Map<Task<? extends Serializable>, Boolean> tasksVisited = new HashMap<Task<? extends Serializable>, Boolean>();
+
+    /**
+     * hyracks job spec
+     */
+    private JobSpecification jobSpec;
+
+    /**
+     * hive configuration
+     */
+    private HiveConf conf;
+
+    /**
+     * plan printer
+     */
+    private PrintWriter planPrinter;
+
+    /**
+     * properties
+     */
+    private Properties clusterProps;
+
+    /**
+     * the Hyracks client connection
+     */
+    private IHyracksClientConnection hcc;
+
+    public HyracksExecutionEngine(HiveConf conf) {
+        this.conf = conf;
+        init(conf);
+    }
+
+    public HyracksExecutionEngine(HiveConf conf, PrintWriter planPrinter) {
+        this.conf = conf;
+        this.planPrinter = planPrinter;
+        init(conf);
+    }
+
+    private void init(HiveConf conf) {
+        builder = new HeuristicCompilerFactoryBuilder(DefaultOptimizationContextFactory.INSTANCE);
+        builder.setLogicalRewrites(DEFAULT_LOGICAL_REWRITES);
+        builder.setPhysicalRewrites(DEFAULT_PHYSICAL_REWRITES);
+        builder.setIMergeAggregationExpressionFactory(HiveMergeAggregationExpressionFactory.INSTANCE);
+        builder.setExpressionTypeComputer(HiveExpressionTypeComputer.INSTANCE);
+        builder.setNullableTypeComputer(HiveNullableTypeComputer.INSTANCE);
+
+        long memSizeExternalGby = conf.getLong("hive.algebricks.groupby.external.memory", 268435456);
+        long memSizeExternalSort = conf.getLong("hive.algebricks.sort.memory", 536870912);
+        int frameSize = conf.getInt("hive.algebricks.framesize", 32768);
+
+        physicalOptimizationConfig = new PhysicalOptimizationConfig();
+        int frameLimitExtGby = (int) (memSizeExternalGby / frameSize);
+        physicalOptimizationConfig.setMaxFramesExternalGroupBy(frameLimitExtGby);
+        int frameLimitExtSort = (int) (memSizeExternalSort / frameSize);
+        physicalOptimizationConfig.setMaxFramesExternalSort(frameLimitExtSort);
+        builder.setPhysicalOptimizationConfig(physicalOptimizationConfig);
+    }
+
+    @Override
+    public int compileJob(List<Task<? extends Serializable>> rootTasks) {
+        // clean up
+        leaveOps.clear();
+        tasksVisited.clear();
+        jobSpec = null;
+
+        HashMap<String, PartitionDesc> aliasToPath = new HashMap<String, PartitionDesc>();
+        List<Operator> rootOps = generateRootOperatorDAG(rootTasks, aliasToPath);
+
+        // get all leave Ops
+        getLeaves(rootOps, leaveOps);
+
+        HiveAlgebricksTranslator translator = new HiveAlgebricksTranslator();
+        try {
+            translator.translate(rootOps, null, aliasToPath);
+
+            ILogicalPlan plan = translator.genLogicalPlan();
+
+            if (plan.getRoots() != null && plan.getRoots().size() > 0 && plan.getRoots().get(0).getValue() != null) {
+                translator.printOperators();
+                ILogicalPlanAndMetadata planAndMetadata = new HiveLogicalPlanAndMetaData(plan,
+                        translator.getMetadataProvider());
+
+                ICompilerFactory compilerFactory = builder.create();
+                compiler = compilerFactory.createCompiler(planAndMetadata.getPlan(),
+                        planAndMetadata.getMetadataProvider(), translator.getVariableCounter());
+
+                // run optimization and re-writing rules for Hive plan
+                compiler.optimize();
+
+                // print optimized plan
+                LogicalOperatorPrettyPrintVisitor pvisitor = new LogicalOperatorPrettyPrintVisitor();
+                StringBuilder buffer = new StringBuilder();
+                PlanPrettyPrinter.printPlan(plan, buffer, pvisitor, 0);
+                String planStr = buffer.toString();
+                System.out.println(planStr);
+
+                if (planPrinter != null)
+                    planPrinter.print(planStr);
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+            return 1;
+        }
+
+        return 0;
+    }
+
+    private void codeGen() throws AlgebricksException {
+        try {
+            // number of cpu cores in the cluster
+            builder.setClusterLocations(new AlgebricksAbsolutePartitionConstraint(ConfUtil.getNCs()));
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
+        // builder.setClusterTopology(ConfUtil.getClusterTopology());
+        builder.setBinaryBooleanInspectorFactory(HiveBinaryBooleanInspectorFactory.INSTANCE);
+        builder.setBinaryIntegerInspectorFactory(HiveBinaryIntegerInspectorFactory.INSTANCE);
+        builder.setComparatorFactoryProvider(HiveBinaryComparatorFactoryProvider.INSTANCE);
+        builder.setExpressionRuntimeProvider(HiveExpressionRuntimeProvider.INSTANCE);
+        builder.setHashFunctionFactoryProvider(HiveBinaryHashFunctionFactoryProvider.INSTANCE);
+        builder.setPrinterProvider(HivePrinterFactoryProvider.INSTANCE);
+        builder.setSerializerDeserializerProvider(HiveSerializerDeserializerProvider.INSTANCE);
+        builder.setNullWriterFactory(HiveNullWriterFactory.INSTANCE);
+        builder.setNormalizedKeyComputerFactoryProvider(HiveNormalizedKeyComputerFactoryProvider.INSTANCE);
+        builder.setPartialAggregationTypeComputer(HivePartialAggregationTypeComputer.INSTANCE);
+        builder.setTypeTraitProvider(HiveTypeTraitProvider.INSTANCE);
+        builder.setHashFunctionFamilyProvider(HiveBinaryHashFunctionFamilyProvider.INSTANCE);
+
+        jobSpec = compiler.createJob(null, null);
+
+        // set the policy
+        String policyStr = conf.get("hive.hyracks.connectorpolicy");
+        if (policyStr == null)
+            policyStr = "PIPELINING";
+        Policy policyValue = Policy.valueOf(policyStr);
+        jobSpec.setConnectorPolicyAssignmentPolicy(new HiveConnectorPolicyAssignmentPolicy(policyValue));
+        jobSpec.setUseConnectorPolicyForScheduling(false);
+    }
+
+    @Override
+    public int executeJob() {
+        try {
+            codeGen();
+            executeHyracksJob(jobSpec);
+        } catch (Exception e) {
+            e.printStackTrace();
+            return 1;
+        }
+        return 0;
+    }
+
+    private List<Operator> generateRootOperatorDAG(List<Task<? extends Serializable>> rootTasks,
+            HashMap<String, PartitionDesc> aliasToPath) {
+
+        List<Operator> rootOps = new ArrayList<Operator>();
+        List<Task<? extends Serializable>> toDelete = new ArrayList<Task<? extends Serializable>>();
+        tasksVisited.clear();
+
+        for (int i = rootTasks.size() - 1; i >= 0; i--) {
+            /**
+             * list of map-reduce tasks
+             */
+            Task<? extends Serializable> task = rootTasks.get(i);
+
+            if (task instanceof MapRedTask) {
+                List<Operator> mapRootOps = articulateMapReduceOperators(task, rootOps, aliasToPath, rootTasks);
+                if (i == 0)
+                    rootOps.addAll(mapRootOps);
+                else {
+                    List<Operator> leaves = new ArrayList<Operator>();
+                    getLeaves(rootOps, leaves);
+
+                    List<Operator> mapChildren = new ArrayList<Operator>();
+                    for (Operator childMap : mapRootOps) {
+                        if (childMap instanceof TableScanOperator) {
+                            TableScanDesc topDesc = (TableScanDesc) childMap.getConf();
+                            if (topDesc == null)
+                                mapChildren.add(childMap);
+                            else {
+                                rootOps.add(childMap);
+                            }
+                        } else
+                            mapChildren.add(childMap);
+                    }
+
+                    if (mapChildren.size() > 0) {
+                        for (Operator leaf : leaves)
+                            leaf.setChildOperators(mapChildren);
+                        for (Operator child : mapChildren)
+                            child.setParentOperators(leaves);
+                    }
+                }
+
+                MapredWork mr = (MapredWork) task.getWork();
+                HashMap<String, PartitionDesc> map = mr.getAliasToPartnInfo();
+
+                addAliasToPartition(aliasToPath, map);
+                toDelete.add(task);
+            }
+        }
+
+        for (Task<? extends Serializable> task : toDelete)
+            rootTasks.remove(task);
+
+        return rootOps;
+    }
+
+    private void addAliasToPartition(HashMap<String, PartitionDesc> aliasToPath, HashMap<String, PartitionDesc> map) {
+        Iterator<String> keys = map.keySet().iterator();
+        while (keys.hasNext()) {
+            String key = keys.next();
+            PartitionDesc part = map.get(key);
+            String[] names = key.split(":");
+            for (String name : names) {
+                aliasToPath.put(name, part);
+            }
+        }
+    }
+
+    private List<Operator> articulateMapReduceOperators(Task task, List<Operator> rootOps,
+            HashMap<String, PartitionDesc> aliasToPath, List<Task<? extends Serializable>> rootTasks) {
+        // System.out.println("!"+task.getName());
+        if (!(task instanceof MapRedTask)) {
+            if (!(task instanceof ConditionalTask)) {
+                rootTasks.add(task);
+                return null;
+            } else {
+                // remove map-reduce branches in condition task
+                ConditionalTask condition = (ConditionalTask) task;
+                List<Task<? extends Serializable>> branches = condition.getListTasks();
+                for (int i = branches.size() - 1; i >= 0; i--) {
+                    Task branch = branches.get(i);
+                    if (branch instanceof MapRedTask) {
+                        return articulateMapReduceOperators(branch, rootOps, aliasToPath, rootTasks);
+                    }
+                }
+                rootTasks.add(task);
+                return null;
+            }
+        }
+
+        MapredWork mr = (MapredWork) task.getWork();
+        HashMap<String, PartitionDesc> map = mr.getAliasToPartnInfo();
+
+        // put all aliasToParitionDesc mapping into the map
+        addAliasToPartition(aliasToPath, map);
+
+        MapRedTask mrtask = (MapRedTask) task;
+        MapredWork work = (MapredWork) mrtask.getWork();
+        HashMap<String, Operator<? extends Serializable>> operators = work.getAliasToWork();
+
+        Set entries = operators.entrySet();
+        Iterator<Entry<String, Operator>> iterator = entries.iterator();
+        List<Operator> mapRootOps = new ArrayList<Operator>();
+
+        // get map root operators
+        while (iterator.hasNext()) {
+            Operator next = iterator.next().getValue();
+            if (!mapRootOps.contains(next)) {
+                // clear that only for the case of union
+                mapRootOps.add(next);
+            }
+        }
+
+        // get map local work
+        MapredLocalWork localWork = work.getMapLocalWork();
+        if (localWork != null) {
+            HashMap<String, Operator<? extends Serializable>> localOperators = localWork.getAliasToWork();
+
+            Set localEntries = localOperators.entrySet();
+            Iterator<Entry<String, Operator>> localIterator = localEntries.iterator();
+            while (localIterator.hasNext()) {
+                mapRootOps.add(localIterator.next().getValue());
+            }
+
+            HashMap<String, FetchWork> localFetch = localWork.getAliasToFetchWork();
+            Set localFetchEntries = localFetch.entrySet();
+            Iterator<Entry<String, FetchWork>> localFetchIterator = localFetchEntries.iterator();
+            while (localFetchIterator.hasNext()) {
+                Entry<String, FetchWork> fetchMap = localFetchIterator.next();
+                FetchWork fetch = fetchMap.getValue();
+                String alias = fetchMap.getKey();
+                List<PartitionDesc> dirPart = fetch.getPartDesc();
+
+                // temporary hack: put the first partitionDesc into the map
+                aliasToPath.put(alias, dirPart.get(0));
+            }
+        }
+
+        Boolean visited = tasksVisited.get(task);
+        if (visited != null && visited.booleanValue() == true) {
+            return mapRootOps;
+        }
+
+        // do that only for union operator
+        for (Operator op : mapRootOps)
+            if (op.getParentOperators() != null)
+                op.getParentOperators().clear();
+
+        List<Operator> mapLeaves = new ArrayList<Operator>();
+        downToLeaves(mapRootOps, mapLeaves);
+        List<Operator> reduceOps = new ArrayList<Operator>();
+
+        if (work.getReducer() != null)
+            reduceOps.add(work.getReducer());
+
+        for (Operator mapLeaf : mapLeaves) {
+            mapLeaf.setChildOperators(reduceOps);
+        }
+
+        for (Operator reduceOp : reduceOps) {
+            if (reduceOp != null)
+                reduceOp.setParentOperators(mapLeaves);
+        }
+
+        List<Operator> leafs = new ArrayList<Operator>();
+        if (reduceOps.size() > 0) {
+            downToLeaves(reduceOps, leafs);
+        } else {
+            leafs = mapLeaves;
+        }
+
+        List<Operator> mapChildren = new ArrayList<Operator>();
+        if (task.getChildTasks() != null && task.getChildTasks().size() > 0) {
+            for (Object child : task.getChildTasks()) {
+                List<Operator> childMapOps = articulateMapReduceOperators((Task) child, rootOps, aliasToPath, rootTasks);
+                if (childMapOps == null)
+                    continue;
+
+                for (Operator childMap : childMapOps) {
+                    if (childMap instanceof TableScanOperator) {
+                        TableScanDesc topDesc = (TableScanDesc) childMap.getConf();
+                        if (topDesc == null)
+                            mapChildren.add(childMap);
+                        else {
+                            rootOps.add(childMap);
+                        }
+                    } else {
+                        // if not table scan, add the child
+                        mapChildren.add(childMap);
+                    }
+                }
+            }
+
+            if (mapChildren.size() > 0) {
+                int i = 0;
+                for (Operator leaf : leafs) {
+                    if (leaf.getChildOperators() == null || leaf.getChildOperators().size() == 0)
+                        leaf.setChildOperators(new ArrayList<Operator>());
+                    leaf.getChildOperators().add(mapChildren.get(i));
+                    i++;
+                }
+                i = 0;
+                for (Operator child : mapChildren) {
+                    if (child.getParentOperators() == null || child.getParentOperators().size() == 0)
+                        child.setParentOperators(new ArrayList<Operator>());
+                    child.getParentOperators().add(leafs.get(i));
+                    i++;
+                }
+            }
+        }
+
+        // mark this task as visited
+        this.tasksVisited.put(task, true);
+        return mapRootOps;
+    }
+
+    /**
+     * down to leaf nodes
+     * 
+     * @param ops
+     * @param leaves
+     */
+    private void downToLeaves(List<Operator> ops, List<Operator> leaves) {
+
+        // Operator currentOp;
+        for (Operator op : ops) {
+            if (op != null && op.getChildOperators() != null && op.getChildOperators().size() > 0) {
+                downToLeaves(op.getChildOperators(), leaves);
+            } else {
+                if (op != null && leaves.indexOf(op) < 0)
+                    leaves.add(op);
+            }
+        }
+    }
+
+    private void getLeaves(List<Operator> roots, List<Operator> currentLeaves) {
+        for (Operator op : roots) {
+            List<Operator> children = op.getChildOperators();
+            if (children == null || children.size() <= 0) {
+                currentLeaves.add(op);
+            } else {
+                getLeaves(children, currentLeaves);
+            }
+        }
+    }
+
+    private void executeHyracksJob(JobSpecification job) throws Exception {
+
+        /**
+         * load the properties file if it is not loaded
+         */
+        if (clusterProps == null) {
+            clusterProps = new Properties();
+            InputStream confIn = new FileInputStream(clusterPropertiesPath);
+            clusterProps.load(confIn);
+            confIn.close();
+        }
+
+        if (hcc == null) {
+            BufferedReader ipReader = new BufferedReader(new InputStreamReader(new FileInputStream(masterFilePath)));
+            String masterNode = ipReader.readLine();
+            ipReader.close();
+
+            InetAddress[] ips = InetAddress.getAllByName(masterNode);
+            int port = Integer.parseInt(clusterProps.getProperty("CC_CLIENTPORT"));
+            for (InetAddress ip : ips) {
+                if (ip.getAddress().length <= 4) {
+                    try {
+                        hcc = new HyracksConnection(ip.getHostAddress(), port);
+                        break;
+                    } catch (Exception e) {
+                        continue;
+                    }
+                }
+            }
+        }
+
+        long start = System.currentTimeMillis();
+        JobId jobId = hcc.startJob(job);
+        hcc.waitForCompletion(jobId);
+
+        // System.out.println("job finished: " + jobId.toString());
+        // call all leave nodes to end
+        for (Operator leaf : leaveOps) {
+            jobClose(leaf);
+        }
+
+        long end = System.currentTimeMillis();
+        System.err.println(start + " " + end + " " + (end - start));
+    }
+
+    /**
+     * mv to final directory on hdfs (not real final)
+     * 
+     * @param leaf
+     * @throws Exception
+     */
+    private void jobClose(Operator leaf) throws Exception {
+        FileSinkOperator fsOp = (FileSinkOperator) leaf;
+        FileSinkDesc desc = fsOp.getConf();
+        boolean isNativeTable = !desc.getTableInfo().isNonNative();
+        if ((conf != null) && isNativeTable) {
+            String specPath = desc.getDirName();
+            DynamicPartitionCtx dpCtx = desc.getDynPartCtx();
+            // for 0.7.0
+            fsOp.mvFileToFinalPath(specPath, conf, true, LOG, dpCtx);
+            // for 0.8.0
+            // Utilities.mvFileToFinalPath(specPath, conf, true, LOG, dpCtx,
+            // desc);
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/main/java/edu/uci/ics/hivesterix/runtime/exec/IExecutionEngine.java b/hivesterix/hivesterix-dist/src/main/java/edu/uci/ics/hivesterix/runtime/exec/IExecutionEngine.java
new file mode 100644
index 0000000..c64a39b
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/edu/uci/ics/hivesterix/runtime/exec/IExecutionEngine.java
@@ -0,0 +1,25 @@
+package edu.uci.ics.hivesterix.runtime.exec;
+
+import java.io.Serializable;
+import java.util.List;
+
+import org.apache.hadoop.hive.ql.exec.Task;
+
+public interface IExecutionEngine {
+
+    /**
+     * compile the job
+     * 
+     * @param rootTasks
+     *            : Hive MapReduce plan
+     * @return 0 pass, 1 fail
+     */
+    public int compileJob(List<Task<? extends Serializable>> rootTasks);
+
+    /**
+     * execute the job with latest compiled plan
+     * 
+     * @return
+     */
+    public int executeJob();
+}
diff --git a/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/Driver.java b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/Driver.java
new file mode 100644
index 0000000..a385742
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/Driver.java
@@ -0,0 +1,1310 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hadoop.hive.ql;
+
+import java.io.DataInput;
+import java.io.FileInputStream;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.PrintWriter;
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+import java.util.Queue;
+import java.util.Set;
+
+import org.apache.commons.lang.StringUtils;
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.fs.FSDataInputStream;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hive.common.JavaUtils;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.metastore.MetaStoreUtils;
+import org.apache.hadoop.hive.metastore.api.FieldSchema;
+import org.apache.hadoop.hive.metastore.api.Schema;
+import org.apache.hadoop.hive.ql.exec.ConditionalTask;
+import org.apache.hadoop.hive.ql.exec.ExecDriver;
+import org.apache.hadoop.hive.ql.exec.FetchTask;
+import org.apache.hadoop.hive.ql.exec.MapRedTask;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.exec.StatsTask;
+import org.apache.hadoop.hive.ql.exec.TableScanOperator;
+import org.apache.hadoop.hive.ql.exec.Task;
+import org.apache.hadoop.hive.ql.exec.TaskFactory;
+import org.apache.hadoop.hive.ql.exec.TaskResult;
+import org.apache.hadoop.hive.ql.exec.TaskRunner;
+import org.apache.hadoop.hive.ql.exec.Utilities;
+import org.apache.hadoop.hive.ql.history.HiveHistory.Keys;
+import org.apache.hadoop.hive.ql.hooks.ExecuteWithHookContext;
+import org.apache.hadoop.hive.ql.hooks.Hook;
+import org.apache.hadoop.hive.ql.hooks.HookContext;
+import org.apache.hadoop.hive.ql.hooks.PostExecute;
+import org.apache.hadoop.hive.ql.hooks.PreExecute;
+import org.apache.hadoop.hive.ql.hooks.ReadEntity;
+import org.apache.hadoop.hive.ql.hooks.WriteEntity;
+import org.apache.hadoop.hive.ql.lockmgr.HiveLock;
+import org.apache.hadoop.hive.ql.lockmgr.HiveLockManager;
+import org.apache.hadoop.hive.ql.lockmgr.HiveLockManagerCtx;
+import org.apache.hadoop.hive.ql.lockmgr.HiveLockMode;
+import org.apache.hadoop.hive.ql.lockmgr.HiveLockObj;
+import org.apache.hadoop.hive.ql.lockmgr.HiveLockObject;
+import org.apache.hadoop.hive.ql.lockmgr.HiveLockObject.HiveLockObjectData;
+import org.apache.hadoop.hive.ql.lockmgr.LockException;
+import org.apache.hadoop.hive.ql.metadata.AuthorizationException;
+import org.apache.hadoop.hive.ql.metadata.DummyPartition;
+import org.apache.hadoop.hive.ql.metadata.Hive;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.metadata.HiveUtils;
+import org.apache.hadoop.hive.ql.metadata.Partition;
+import org.apache.hadoop.hive.ql.metadata.Table;
+import org.apache.hadoop.hive.ql.optimizer.ppr.PartitionPruner;
+import org.apache.hadoop.hive.ql.parse.ASTNode;
+import org.apache.hadoop.hive.ql.parse.AbstractSemanticAnalyzerHook;
+import org.apache.hadoop.hive.ql.parse.BaseSemanticAnalyzer;
+import org.apache.hadoop.hive.ql.parse.ErrorMsg;
+import org.apache.hadoop.hive.ql.parse.HiveSemanticAnalyzerHookContext;
+import org.apache.hadoop.hive.ql.parse.HiveSemanticAnalyzerHookContextImpl;
+import org.apache.hadoop.hive.ql.parse.ParseContext;
+import org.apache.hadoop.hive.ql.parse.ParseDriver;
+import org.apache.hadoop.hive.ql.parse.ParseException;
+import org.apache.hadoop.hive.ql.parse.ParseUtils;
+import org.apache.hadoop.hive.ql.parse.PrunedPartitionList;
+import org.apache.hadoop.hive.ql.parse.SemanticAnalyzer;
+import org.apache.hadoop.hive.ql.parse.SemanticAnalyzerFactory;
+import org.apache.hadoop.hive.ql.parse.SemanticException;
+import org.apache.hadoop.hive.ql.parse.VariableSubstitution;
+import org.apache.hadoop.hive.ql.plan.ConditionalResolver;
+import org.apache.hadoop.hive.ql.plan.ConditionalResolverMergeFiles;
+import org.apache.hadoop.hive.ql.plan.HiveOperation;
+import org.apache.hadoop.hive.ql.plan.TableDesc;
+import org.apache.hadoop.hive.ql.processors.CommandProcessor;
+import org.apache.hadoop.hive.ql.processors.CommandProcessorResponse;
+import org.apache.hadoop.hive.ql.session.SessionState;
+import org.apache.hadoop.hive.ql.session.SessionState.LogHelper;
+import org.apache.hadoop.hive.serde2.ByteStream;
+import org.apache.hadoop.hive.shims.ShimLoader;
+import org.apache.hadoop.mapred.ClusterStatus;
+import org.apache.hadoop.mapred.JobClient;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import edu.uci.ics.hivesterix.runtime.exec.HyracksExecutionEngine;
+import edu.uci.ics.hivesterix.runtime.exec.IExecutionEngine;
+
+@SuppressWarnings({ "deprecation", "unused" })
+public class Driver implements CommandProcessor {
+
+    static final private Log LOG = LogFactory.getLog(Driver.class.getName());
+    static final private LogHelper console = new LogHelper(LOG);
+
+    // hive-sterix
+    private IExecutionEngine engine;
+    private boolean hivesterix = false;
+
+    private int maxRows = 100;
+    ByteStream.Output bos = new ByteStream.Output();
+
+    private HiveConf conf;
+    private DataInput resStream;
+    private Context ctx;
+    private QueryPlan plan;
+    private Schema schema;
+    private HiveLockManager hiveLockMgr;
+
+    private String errorMessage;
+    private String SQLState;
+
+    // A limit on the number of threads that can be launched
+    private int maxthreads;
+    private final int sleeptime = 2000;
+
+    protected int tryCount = Integer.MAX_VALUE;
+
+    private int checkLockManager() {
+        boolean supportConcurrency = conf.getBoolVar(HiveConf.ConfVars.HIVE_SUPPORT_CONCURRENCY);
+        if (supportConcurrency && (hiveLockMgr == null)) {
+            try {
+                setLockManager();
+            } catch (SemanticException e) {
+                errorMessage = "FAILED: Error in semantic analysis: " + e.getMessage();
+                SQLState = ErrorMsg.findSQLState(e.getMessage());
+                console.printError(errorMessage, "\n" + org.apache.hadoop.util.StringUtils.stringifyException(e));
+                return (12);
+            }
+        }
+        return (0);
+    }
+
+    private void setLockManager() throws SemanticException {
+        boolean supportConcurrency = conf.getBoolVar(HiveConf.ConfVars.HIVE_SUPPORT_CONCURRENCY);
+        if (supportConcurrency) {
+            String lockMgr = conf.getVar(HiveConf.ConfVars.HIVE_LOCK_MANAGER);
+            if ((lockMgr == null) || (lockMgr.isEmpty())) {
+                throw new SemanticException(ErrorMsg.LOCKMGR_NOT_SPECIFIED.getMsg());
+            }
+
+            try {
+                hiveLockMgr = (HiveLockManager) ReflectionUtils.newInstance(conf.getClassByName(lockMgr), conf);
+                hiveLockMgr.setContext(new HiveLockManagerCtx(conf));
+            } catch (Exception e) {
+                throw new SemanticException(ErrorMsg.LOCKMGR_NOT_INITIALIZED.getMsg() + e.getMessage());
+            }
+        }
+    }
+
+    public void init() {
+        Operator.resetId();
+    }
+
+    /**
+     * Return the status information about the Map-Reduce cluster
+     */
+    public ClusterStatus getClusterStatus() throws Exception {
+        ClusterStatus cs;
+        try {
+            JobConf job = new JobConf(conf, ExecDriver.class);
+            JobClient jc = new JobClient(job);
+            cs = jc.getClusterStatus();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw e;
+        }
+        LOG.info("Returning cluster status: " + cs.toString());
+        return cs;
+    }
+
+    public Schema getSchema() {
+        return schema;
+    }
+
+    /**
+     * Get a Schema with fields represented with native Hive types
+     */
+    public static Schema getSchema(BaseSemanticAnalyzer sem, HiveConf conf) {
+        Schema schema = null;
+
+        // If we have a plan, prefer its logical result schema if it's
+        // available; otherwise, try digging out a fetch task; failing that,
+        // give up.
+        if (sem == null) {
+            // can't get any info without a plan
+        } else if (sem.getResultSchema() != null) {
+            List<FieldSchema> lst = sem.getResultSchema();
+            schema = new Schema(lst, null);
+        } else if (sem.getFetchTask() != null) {
+            FetchTask ft = sem.getFetchTask();
+            TableDesc td = ft.getTblDesc();
+            // partitioned tables don't have tableDesc set on the FetchTask.
+            // Instead
+            // they have a list of PartitionDesc objects, each with a table
+            // desc.
+            // Let's
+            // try to fetch the desc for the first partition and use it's
+            // deserializer.
+            if (td == null && ft.getWork() != null && ft.getWork().getPartDesc() != null) {
+                if (ft.getWork().getPartDesc().size() > 0) {
+                    td = ft.getWork().getPartDesc().get(0).getTableDesc();
+                }
+            }
+
+            if (td == null) {
+                LOG.info("No returning schema.");
+            } else {
+                String tableName = "result";
+                List<FieldSchema> lst = null;
+                try {
+                    lst = MetaStoreUtils.getFieldsFromDeserializer(tableName, td.getDeserializer());
+                } catch (Exception e) {
+                    LOG.warn("Error getting schema: " + org.apache.hadoop.util.StringUtils.stringifyException(e));
+                }
+                if (lst != null) {
+                    schema = new Schema(lst, null);
+                }
+            }
+        }
+        if (schema == null) {
+            schema = new Schema();
+        }
+        LOG.info("Returning Hive schema: " + schema);
+        return schema;
+    }
+
+    /**
+     * Get a Schema with fields represented with Thrift DDL types
+     */
+    public Schema getThriftSchema() throws Exception {
+        Schema schema;
+        try {
+            schema = getSchema();
+            if (schema != null) {
+                List<FieldSchema> lst = schema.getFieldSchemas();
+                // Go over the schema and convert type to thrift type
+                if (lst != null) {
+                    for (FieldSchema f : lst) {
+                        f.setType(MetaStoreUtils.typeToThriftType(f.getType()));
+                    }
+                }
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw e;
+        }
+        LOG.info("Returning Thrift schema: " + schema);
+        return schema;
+    }
+
+    /**
+     * Return the maximum number of rows returned by getResults
+     */
+    public int getMaxRows() {
+        return maxRows;
+    }
+
+    /**
+     * Set the maximum number of rows returned by getResults
+     */
+    public void setMaxRows(int maxRows) {
+        this.maxRows = maxRows;
+    }
+
+    public boolean hasReduceTasks(List<Task<? extends Serializable>> tasks) {
+        if (tasks == null) {
+            return false;
+        }
+
+        boolean hasReduce = false;
+        for (Task<? extends Serializable> task : tasks) {
+            if (task.hasReduce()) {
+                return true;
+            }
+
+            hasReduce = (hasReduce || hasReduceTasks(task.getChildTasks()));
+        }
+        return hasReduce;
+    }
+
+    /**
+     * for backwards compatibility with current tests
+     */
+    public Driver(HiveConf conf) {
+        this.conf = conf;
+
+        // hivesterix
+        engine = new HyracksExecutionEngine(conf);
+    }
+
+    public Driver() {
+        if (SessionState.get() != null) {
+            conf = SessionState.get().getConf();
+        }
+
+        // hivesterix
+        engine = new HyracksExecutionEngine(conf);
+    }
+
+    // hivesterix: plan printer
+    public Driver(HiveConf conf, PrintWriter planPrinter) {
+        this.conf = conf;
+        engine = new HyracksExecutionEngine(conf, planPrinter);
+    }
+
+    public void clear() {
+        this.hivesterix = false;
+    }
+
+    /**
+     * Compile a new query. Any currently-planned query associated with this
+     * Driver is discarded.
+     * 
+     * @param command
+     *            The SQL query to compile.
+     */
+    public int compile(String command) {
+        if (plan != null) {
+            close();
+            plan = null;
+        }
+
+        TaskFactory.resetId();
+
+        try {
+            command = new VariableSubstitution().substitute(conf, command);
+            ctx = new Context(conf);
+
+            ParseDriver pd = new ParseDriver();
+            ASTNode tree = pd.parse(command, ctx);
+            tree = ParseUtils.findRootNonNullToken(tree);
+
+            BaseSemanticAnalyzer sem = SemanticAnalyzerFactory.get(conf, tree);
+            List<AbstractSemanticAnalyzerHook> saHooks = getSemanticAnalyzerHooks();
+
+            // Do semantic analysis and plan generation
+            if (saHooks != null) {
+                HiveSemanticAnalyzerHookContext hookCtx = new HiveSemanticAnalyzerHookContextImpl();
+                hookCtx.setConf(conf);
+                for (AbstractSemanticAnalyzerHook hook : saHooks) {
+                    tree = hook.preAnalyze(hookCtx, tree);
+                }
+                sem.analyze(tree, ctx);
+                for (AbstractSemanticAnalyzerHook hook : saHooks) {
+                    hook.postAnalyze(hookCtx, sem.getRootTasks());
+                }
+            } else {
+                sem.analyze(tree, ctx);
+            }
+
+            LOG.info("Semantic Analysis Completed");
+
+            // validate the plan
+            sem.validate();
+
+            plan = new QueryPlan(command, sem);
+            // initialize FetchTask right here
+            if (plan.getFetchTask() != null) {
+                plan.getFetchTask().initialize(conf, plan, null);
+            }
+
+            // get the output schema
+            schema = getSchema(sem, conf);
+
+            // test Only - serialize the query plan and deserialize it
+            if (sem instanceof SemanticAnalyzer && command.toLowerCase().indexOf("create") < 0) {
+
+                Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+
+                String queryPlanFileName = ctx.getLocalScratchDir(true) + Path.SEPARATOR_CHAR + "queryplan.xml";
+                LOG.info("query plan = " + queryPlanFileName);
+                queryPlanFileName = new Path(queryPlanFileName).toUri().getPath();
+
+                // serialize the queryPlan
+                FileOutputStream fos = new FileOutputStream(queryPlanFileName);
+                Utilities.serializeQueryPlan(plan, fos);
+                fos.close();
+
+                // deserialize the queryPlan
+                FileInputStream fis = new FileInputStream(queryPlanFileName);
+                QueryPlan newPlan = Utilities.deserializeQueryPlan(fis, conf);
+                fis.close();
+
+                // Use the deserialized plan
+                plan = newPlan;
+            }
+
+            // initialize FetchTask right here
+            if (plan.getFetchTask() != null) {
+                plan.getFetchTask().initialize(conf, plan, null);
+            }
+
+            // do the authorization check
+            if (HiveConf.getBoolVar(conf, HiveConf.ConfVars.HIVE_AUTHORIZATION_ENABLED)) {
+                try {
+                    // doAuthorization(sem);
+                } catch (AuthorizationException authExp) {
+                    console.printError("Authorization failed:" + authExp.getMessage()
+                            + ". Use show grant to get more details.");
+                    return 403;
+                }
+            }
+
+            // hyracks run
+            if (sem instanceof SemanticAnalyzer && command.toLowerCase().indexOf("create") < 0) {
+                hivesterix = true;
+                return engine.compileJob(sem.getRootTasks());
+            }
+
+            return 0;
+        } catch (SemanticException e) {
+            errorMessage = "FAILED: Error in semantic analysis: " + e.getMessage();
+            SQLState = ErrorMsg.findSQLState(e.getMessage());
+            console.printError(errorMessage, "\n" + org.apache.hadoop.util.StringUtils.stringifyException(e));
+            return (10);
+        } catch (ParseException e) {
+            errorMessage = "FAILED: Parse Error: " + e.getMessage();
+            SQLState = ErrorMsg.findSQLState(e.getMessage());
+            console.printError(errorMessage, "\n" + org.apache.hadoop.util.StringUtils.stringifyException(e));
+            return (11);
+        } catch (Exception e) {
+            errorMessage = "FAILED: Hive Internal Error: " + Utilities.getNameMessage(e);
+            SQLState = ErrorMsg.findSQLState(e.getMessage());
+            console.printError(errorMessage + "\n" + org.apache.hadoop.util.StringUtils.stringifyException(e));
+            return (12);
+        }
+    }
+
+    private void doAuthorization(BaseSemanticAnalyzer sem) throws HiveException, AuthorizationException {
+        HashSet<ReadEntity> inputs = sem.getInputs();
+        HashSet<WriteEntity> outputs = sem.getOutputs();
+        SessionState ss = SessionState.get();
+        HiveOperation op = ss.getHiveOperation();
+        Hive db = sem.getDb();
+        if (op != null) {
+            if (op.equals(HiveOperation.CREATETABLE_AS_SELECT) || op.equals(HiveOperation.CREATETABLE)) {
+                ss.getAuthorizer().authorize(db.getDatabase(db.getCurrentDatabase()), null,
+                        HiveOperation.CREATETABLE_AS_SELECT.getOutputRequiredPrivileges());
+            } else {
+                // if (op.equals(HiveOperation.IMPORT)) {
+                // ImportSemanticAnalyzer isa = (ImportSemanticAnalyzer) sem;
+                // if (!isa.existsTable()) {
+                ss.getAuthorizer().authorize(db.getDatabase(db.getCurrentDatabase()), null,
+                        HiveOperation.CREATETABLE_AS_SELECT.getOutputRequiredPrivileges());
+                // }
+                // }
+            }
+            if (outputs != null && outputs.size() > 0) {
+                for (WriteEntity write : outputs) {
+
+                    if (write.getType() == WriteEntity.Type.PARTITION) {
+                        Partition part = db.getPartition(write.getTable(), write.getPartition().getSpec(), false);
+                        if (part != null) {
+                            ss.getAuthorizer().authorize(write.getPartition(), null, op.getOutputRequiredPrivileges());
+                            continue;
+                        }
+                    }
+
+                    if (write.getTable() != null) {
+                        ss.getAuthorizer().authorize(write.getTable(), null, op.getOutputRequiredPrivileges());
+                    }
+                }
+
+            }
+        }
+
+        if (inputs != null && inputs.size() > 0) {
+
+            Map<Table, List<String>> tab2Cols = new HashMap<Table, List<String>>();
+            Map<Partition, List<String>> part2Cols = new HashMap<Partition, List<String>>();
+
+            Map<String, Boolean> tableUsePartLevelAuth = new HashMap<String, Boolean>();
+            for (ReadEntity read : inputs) {
+                if (read.getPartition() != null) {
+                    Table tbl = read.getTable();
+                    String tblName = tbl.getTableName();
+                    if (tableUsePartLevelAuth.get(tblName) == null) {
+                        boolean usePartLevelPriv = (tbl.getParameters().get("PARTITION_LEVEL_PRIVILEGE") != null && ("TRUE"
+                                .equalsIgnoreCase(tbl.getParameters().get("PARTITION_LEVEL_PRIVILEGE"))));
+                        if (usePartLevelPriv) {
+                            tableUsePartLevelAuth.put(tblName, Boolean.TRUE);
+                        } else {
+                            tableUsePartLevelAuth.put(tblName, Boolean.FALSE);
+                        }
+                    }
+                }
+            }
+
+            if (op.equals(HiveOperation.CREATETABLE_AS_SELECT) || op.equals(HiveOperation.QUERY)) {
+                SemanticAnalyzer querySem = (SemanticAnalyzer) sem;
+                ParseContext parseCtx = querySem.getParseContext();
+                Map<TableScanOperator, Table> tsoTopMap = parseCtx.getTopToTable();
+
+                for (Map.Entry<String, Operator<? extends Serializable>> topOpMap : querySem.getParseContext()
+                        .getTopOps().entrySet()) {
+                    Operator<? extends Serializable> topOp = topOpMap.getValue();
+                    if (topOp instanceof TableScanOperator && tsoTopMap.containsKey(topOp)) {
+                        TableScanOperator tableScanOp = (TableScanOperator) topOp;
+                        Table tbl = tsoTopMap.get(tableScanOp);
+                        List<Integer> neededColumnIds = tableScanOp.getNeededColumnIDs();
+                        List<FieldSchema> columns = tbl.getCols();
+                        List<String> cols = new ArrayList<String>();
+                        if (neededColumnIds != null && neededColumnIds.size() > 0) {
+                            for (int i = 0; i < neededColumnIds.size(); i++) {
+                                cols.add(columns.get(neededColumnIds.get(i)).getName());
+                            }
+                        } else {
+                            for (int i = 0; i < columns.size(); i++) {
+                                cols.add(columns.get(i).getName());
+                            }
+                        }
+                        if (tbl.isPartitioned() && tableUsePartLevelAuth.get(tbl.getTableName())) {
+                            String alias_id = topOpMap.getKey();
+                            PrunedPartitionList partsList = PartitionPruner.prune(parseCtx.getTopToTable().get(topOp),
+                                    parseCtx.getOpToPartPruner().get(topOp), parseCtx.getConf(), alias_id,
+                                    parseCtx.getPrunedPartitions());
+                            Set<Partition> parts = new HashSet<Partition>();
+                            parts.addAll(partsList.getConfirmedPartns());
+                            parts.addAll(partsList.getUnknownPartns());
+                            for (Partition part : parts) {
+                                List<String> existingCols = part2Cols.get(part);
+                                if (existingCols == null) {
+                                    existingCols = new ArrayList<String>();
+                                }
+                                existingCols.addAll(cols);
+                                part2Cols.put(part, existingCols);
+                            }
+                        } else {
+                            List<String> existingCols = tab2Cols.get(tbl);
+                            if (existingCols == null) {
+                                existingCols = new ArrayList<String>();
+                            }
+                            existingCols.addAll(cols);
+                            tab2Cols.put(tbl, existingCols);
+                        }
+                    }
+                }
+            }
+
+            // cache the results for table authorization
+            Set<String> tableAuthChecked = new HashSet<String>();
+            for (ReadEntity read : inputs) {
+                Table tbl = null;
+                if (read.getPartition() != null) {
+                    tbl = read.getPartition().getTable();
+                    // use partition level authorization
+                    if (tableUsePartLevelAuth.get(tbl.getTableName())) {
+                        List<String> cols = part2Cols.get(read.getPartition());
+                        if (cols != null && cols.size() > 0) {
+                            ss.getAuthorizer().authorize(read.getPartition().getTable(), read.getPartition(), cols,
+                                    op.getInputRequiredPrivileges(), null);
+                        } else {
+                            ss.getAuthorizer().authorize(read.getPartition(), op.getInputRequiredPrivileges(), null);
+                        }
+                        continue;
+                    }
+                } else if (read.getTable() != null) {
+                    tbl = read.getTable();
+                }
+
+                // if we reach here, it means it needs to do a table
+                // authorization
+                // check, and the table authorization may already happened
+                // because of other
+                // partitions
+                if (tbl != null && !tableAuthChecked.contains(tbl.getTableName())) {
+                    List<String> cols = tab2Cols.get(tbl);
+                    if (cols != null && cols.size() > 0) {
+                        ss.getAuthorizer().authorize(tbl, null, cols, op.getInputRequiredPrivileges(), null);
+                    } else {
+                        ss.getAuthorizer().authorize(tbl, op.getInputRequiredPrivileges(), null);
+                    }
+                    tableAuthChecked.add(tbl.getTableName());
+                }
+            }
+
+        }
+    }
+
+    /**
+     * @return The current query plan associated with this Driver, if any.
+     */
+    public QueryPlan getPlan() {
+        return plan;
+    }
+
+    /**
+     * @param t
+     *            The table to be locked
+     * @param p
+     *            The partition to be locked
+     * @param mode
+     *            The mode of the lock (SHARED/EXCLUSIVE) Get the list of
+     *            objects to be locked. If a partition needs to be locked (in
+     *            any mode), all its parents should also be locked in SHARED
+     *            mode.
+     **/
+    private List<HiveLockObj> getLockObjects(Table t, Partition p, HiveLockMode mode) throws SemanticException {
+        List<HiveLockObj> locks = new LinkedList<HiveLockObj>();
+
+        HiveLockObjectData lockData = new HiveLockObjectData(plan.getQueryId(), String.valueOf(System
+                .currentTimeMillis()), "IMPLICIT");
+
+        if (t != null) {
+            locks.add(new HiveLockObj(new HiveLockObject(t, lockData), mode));
+            mode = HiveLockMode.SHARED;
+            locks.add(new HiveLockObj(new HiveLockObject(t.getDbName(), lockData), mode));
+            return locks;
+        }
+
+        if (p != null) {
+            if (!(p instanceof DummyPartition)) {
+                locks.add(new HiveLockObj(new HiveLockObject(p, lockData), mode));
+            }
+
+            // All the parents are locked in shared mode
+            mode = HiveLockMode.SHARED;
+
+            // For dummy partitions, only partition name is needed
+            String name = p.getName();
+
+            if (p instanceof DummyPartition) {
+                name = p.getName().split("@")[2];
+            }
+
+            String partName = name;
+            String partialName = "";
+            String[] partns = name.split("/");
+            int len = p instanceof DummyPartition ? partns.length : partns.length - 1;
+            for (int idx = 0; idx < len; idx++) {
+                String partn = partns[idx];
+                partialName += partn;
+                try {
+                    locks.add(new HiveLockObj(new HiveLockObject(new DummyPartition(p.getTable(), p.getTable()
+                            .getDbName() + "/" + p.getTable().getTableName() + "/" + partialName), lockData), mode));
+                    partialName += "/";
+                } catch (HiveException e) {
+                    throw new SemanticException(e.getMessage());
+                }
+            }
+
+            locks.add(new HiveLockObj(new HiveLockObject(p.getTable(), lockData), mode));
+            locks.add(new HiveLockObj(new HiveLockObject(p.getTable().getDbName(), lockData), mode));
+        }
+        return locks;
+    }
+
+    /**
+     * Acquire read and write locks needed by the statement. The list of objects
+     * to be locked are obtained from he inputs and outputs populated by the
+     * compiler. The lock acuisition scheme is pretty simple. If all the locks
+     * cannot be obtained, error out. Deadlock is avoided by making sure that
+     * the locks are lexicographically sorted.
+     **/
+    public int acquireReadWriteLocks() {
+        try {
+            int sleepTime = conf.getIntVar(HiveConf.ConfVars.HIVE_LOCK_SLEEP_BETWEEN_RETRIES) * 1000;
+            int numRetries = conf.getIntVar(HiveConf.ConfVars.HIVE_LOCK_NUMRETRIES);
+
+            boolean supportConcurrency = conf.getBoolVar(HiveConf.ConfVars.HIVE_SUPPORT_CONCURRENCY);
+            if (!supportConcurrency) {
+                return 0;
+            }
+
+            List<HiveLockObj> lockObjects = new ArrayList<HiveLockObj>();
+
+            // Sort all the inputs, outputs.
+            // If a lock needs to be acquired on any partition, a read lock
+            // needs to be acquired on all
+            // its parents also
+            for (ReadEntity input : plan.getInputs()) {
+                if (input.getType() == ReadEntity.Type.TABLE) {
+                    lockObjects.addAll(getLockObjects(input.getTable(), null, HiveLockMode.SHARED));
+                } else {
+                    lockObjects.addAll(getLockObjects(null, input.getPartition(), HiveLockMode.SHARED));
+                }
+            }
+
+            for (WriteEntity output : plan.getOutputs()) {
+                if (output.getTyp() == WriteEntity.Type.TABLE) {
+                    lockObjects.addAll(getLockObjects(output.getTable(), null,
+                            output.isComplete() ? HiveLockMode.EXCLUSIVE : HiveLockMode.SHARED));
+                } else if (output.getTyp() == WriteEntity.Type.PARTITION) {
+                    lockObjects.addAll(getLockObjects(null, output.getPartition(), HiveLockMode.EXCLUSIVE));
+                }
+                // In case of dynamic queries, it is possible to have incomplete
+                // dummy partitions
+                else if (output.getTyp() == WriteEntity.Type.DUMMYPARTITION) {
+                    lockObjects.addAll(getLockObjects(null, output.getPartition(), HiveLockMode.SHARED));
+                }
+            }
+
+            if (lockObjects.isEmpty() && !ctx.isNeedLockMgr()) {
+                return 0;
+            }
+
+            int ret = checkLockManager();
+            if (ret != 0) {
+                return ret;
+            }
+
+            HiveLockObjectData lockData = new HiveLockObjectData(plan.getQueryId(), String.valueOf(System
+                    .currentTimeMillis()), "IMPLICIT");
+
+            // Lock the database also
+            try {
+                Hive db = Hive.get(conf);
+                lockObjects.add(new HiveLockObj(new HiveLockObject(db.getCurrentDatabase(), lockData),
+                        HiveLockMode.SHARED));
+            } catch (HiveException e) {
+                throw new SemanticException(e.getMessage());
+            }
+
+            ctx.setHiveLockMgr(hiveLockMgr);
+            List<HiveLock> hiveLocks = null;
+
+            int tryNum = 1;
+            do {
+
+                // ctx.getHiveLockMgr();
+                // hiveLocks = ctx.getHiveLockMgr().lock(lockObjects, false);
+
+                if (hiveLocks != null) {
+                    break;
+                }
+
+                tryNum++;
+                try {
+                    Thread.sleep(sleepTime);
+                } catch (InterruptedException e) {
+                }
+            } while (tryNum < numRetries);
+
+            if (hiveLocks == null) {
+                throw new SemanticException(ErrorMsg.LOCK_CANNOT_BE_ACQUIRED.getMsg());
+            } else {
+                ctx.setHiveLocks(hiveLocks);
+            }
+
+            return (0);
+        } catch (SemanticException e) {
+            errorMessage = "FAILED: Error in acquiring locks: " + e.getMessage();
+            SQLState = ErrorMsg.findSQLState(e.getMessage());
+            console.printError(errorMessage, "\n" + org.apache.hadoop.util.StringUtils.stringifyException(e));
+            return (10);
+        } catch (Exception e) {
+            errorMessage = "FAILED: Error in acquiring locks: " + e.getMessage();
+            SQLState = ErrorMsg.findSQLState(e.getMessage());
+            console.printError(errorMessage, "\n" + org.apache.hadoop.util.StringUtils.stringifyException(e));
+            return (10);
+        }
+    }
+
+    /**
+     * Release all the locks acquired implicitly by the statement. Note that the
+     * locks acquired with 'keepAlive' set to True are not released.
+     **/
+    private void releaseLocks() {
+        if (ctx != null && ctx.getHiveLockMgr() != null) {
+            try {
+                ctx.getHiveLockMgr().close();
+                ctx.setHiveLocks(null);
+            } catch (LockException e) {
+            }
+        }
+    }
+
+    /**
+     * @param hiveLocks
+     *            list of hive locks to be released Release all the locks
+     *            specified. If some of the locks have already been released,
+     *            ignore them
+     **/
+    private void releaseLocks(List<HiveLock> hiveLocks) {
+        if (hiveLocks != null) {
+            ctx.getHiveLockMgr().releaseLocks(hiveLocks);
+        }
+        ctx.setHiveLocks(null);
+    }
+
+    public CommandProcessorResponse run(String command) {
+        errorMessage = null;
+        SQLState = null;
+
+        int ret = compile(command);
+        if (ret != 0) {
+            // releaseLocks(ctx.getHiveLocks());
+            return new CommandProcessorResponse(ret, errorMessage, SQLState);
+        }
+
+        // ret = acquireReadWriteLocks();
+        if (ret != 0) {
+            // releaseLocks(ctx.getHiveLocks());
+            return new CommandProcessorResponse(ret, errorMessage, SQLState);
+        }
+
+        ret = execute();
+        if (ret != 0) {
+            // releaseLocks(ctx.getHiveLocks());
+            return new CommandProcessorResponse(ret, errorMessage, SQLState);
+        }
+
+        // releaseLocks(ctx.getHiveLocks());
+        return new CommandProcessorResponse(ret);
+    }
+
+    private List<AbstractSemanticAnalyzerHook> getSemanticAnalyzerHooks() throws Exception {
+        ArrayList<AbstractSemanticAnalyzerHook> saHooks = new ArrayList<AbstractSemanticAnalyzerHook>();
+        String pestr = conf.getVar(HiveConf.ConfVars.SEMANTIC_ANALYZER_HOOK);
+        if (pestr == null) {
+            return saHooks;
+        }
+        pestr = pestr.trim();
+        if (pestr.equals("")) {
+            return saHooks;
+        }
+
+        String[] peClasses = pestr.split(",");
+
+        for (String peClass : peClasses) {
+            try {
+                AbstractSemanticAnalyzerHook hook = HiveUtils.getSemanticAnalyzerHook(conf, peClass);
+                saHooks.add(hook);
+            } catch (HiveException e) {
+                console.printError("Pre Exec Hook Class not found:" + e.getMessage());
+                throw e;
+            }
+        }
+
+        return saHooks;
+    }
+
+    private List<Hook> getPreExecHooks() throws Exception {
+        ArrayList<Hook> pehooks = new ArrayList<Hook>();
+        String pestr = conf.getVar(HiveConf.ConfVars.PREEXECHOOKS);
+        pestr = pestr.trim();
+        if (pestr.equals("")) {
+            return pehooks;
+        }
+
+        String[] peClasses = pestr.split(",");
+
+        for (String peClass : peClasses) {
+            try {
+                pehooks.add((Hook) Class.forName(peClass.trim(), true, JavaUtils.getClassLoader()).newInstance());
+            } catch (ClassNotFoundException e) {
+                console.printError("Pre Exec Hook Class not found:" + e.getMessage());
+                throw e;
+            }
+        }
+
+        return pehooks;
+    }
+
+    private List<Hook> getPostExecHooks() throws Exception {
+        ArrayList<Hook> pehooks = new ArrayList<Hook>();
+        String pestr = conf.getVar(HiveConf.ConfVars.POSTEXECHOOKS);
+        pestr = pestr.trim();
+        if (pestr.equals("")) {
+            return pehooks;
+        }
+
+        String[] peClasses = pestr.split(",");
+
+        for (String peClass : peClasses) {
+            try {
+                pehooks.add((Hook) Class.forName(peClass.trim(), true, JavaUtils.getClassLoader()).newInstance());
+            } catch (ClassNotFoundException e) {
+                console.printError("Post Exec Hook Class not found:" + e.getMessage());
+                throw e;
+            }
+        }
+
+        return pehooks;
+    }
+
+    public int execute() {
+        // execute hivesterix plan
+        if (hivesterix) {
+            hivesterix = false;
+            int ret = engine.executeJob();
+            if (ret != 0)
+                return ret;
+        }
+
+        boolean noName = StringUtils.isEmpty(conf.getVar(HiveConf.ConfVars.HADOOPJOBNAME));
+        int maxlen = conf.getIntVar(HiveConf.ConfVars.HIVEJOBNAMELENGTH);
+
+        String queryId = plan.getQueryId();
+        String queryStr = plan.getQueryStr();
+
+        conf.setVar(HiveConf.ConfVars.HIVEQUERYID, queryId);
+        conf.setVar(HiveConf.ConfVars.HIVEQUERYSTRING, queryStr);
+        maxthreads = HiveConf.getIntVar(conf, HiveConf.ConfVars.EXECPARALLETHREADNUMBER);
+
+        try {
+            LOG.info("Starting command: " + queryStr);
+
+            plan.setStarted();
+
+            if (SessionState.get() != null) {
+                SessionState.get().getHiveHistory().startQuery(queryStr, conf.getVar(HiveConf.ConfVars.HIVEQUERYID));
+                SessionState.get().getHiveHistory().logPlanProgress(plan);
+            }
+            resStream = null;
+
+            HookContext hookContext = new HookContext(plan, conf);
+
+            for (Hook peh : getPreExecHooks()) {
+                if (peh instanceof ExecuteWithHookContext) {
+                    ((ExecuteWithHookContext) peh).run(hookContext);
+                } else if (peh instanceof PreExecute) {
+                    ((PreExecute) peh).run(SessionState.get(), plan.getInputs(), plan.getOutputs(), ShimLoader
+                            .getHadoopShims().getUGIForConf(conf));
+                }
+            }
+
+            int jobs = Utilities.getMRTasks(plan.getRootTasks()).size();
+            if (jobs > 0) {
+                console.printInfo("Total MapReduce jobs = " + jobs);
+            }
+            if (SessionState.get() != null) {
+                SessionState.get().getHiveHistory()
+                        .setQueryProperty(queryId, Keys.QUERY_NUM_TASKS, String.valueOf(jobs));
+                SessionState.get().getHiveHistory().setIdToTableMap(plan.getIdToTableNameMap());
+            }
+            String jobname = Utilities.abbreviate(queryStr, maxlen - 6);
+
+            // A runtime that launches runnable tasks as separate Threads
+            // through
+            // TaskRunners
+            // As soon as a task isRunnable, it is put in a queue
+            // At any time, at most maxthreads tasks can be running
+            // The main thread polls the TaskRunners to check if they have
+            // finished.
+
+            Queue<Task<? extends Serializable>> runnable = new LinkedList<Task<? extends Serializable>>();
+            Map<TaskResult, TaskRunner> running = new HashMap<TaskResult, TaskRunner>();
+
+            DriverContext driverCxt = new DriverContext(runnable, ctx);
+
+            // Add root Tasks to runnable
+
+            for (Task<? extends Serializable> tsk : plan.getRootTasks()) {
+                driverCxt.addToRunnable(tsk);
+            }
+
+            // Loop while you either have tasks running, or tasks queued up
+
+            while (running.size() != 0 || runnable.peek() != null) {
+                // Launch upto maxthreads tasks
+                while (runnable.peek() != null && running.size() < maxthreads) {
+                    Task<? extends Serializable> tsk = runnable.remove();
+                    console.printInfo("executing task " + tsk.getName());
+                    launchTask(tsk, queryId, noName, running, jobname, jobs, driverCxt);
+                }
+
+                // poll the Tasks to see which one completed
+                TaskResult tskRes = pollTasks(running.keySet());
+                TaskRunner tskRun = running.remove(tskRes);
+                Task<? extends Serializable> tsk = tskRun.getTask();
+                hookContext.addCompleteTask(tskRun);
+
+                int exitVal = tskRes.getExitVal();
+                if (exitVal != 0) {
+                    Task<? extends Serializable> backupTask = tsk.getAndInitBackupTask();
+                    if (backupTask != null) {
+                        errorMessage = "FAILED: Execution Error, return code " + exitVal + " from "
+                                + tsk.getClass().getName();
+                        console.printError(errorMessage);
+
+                        errorMessage = "ATTEMPT: Execute BackupTask: " + backupTask.getClass().getName();
+                        console.printError(errorMessage);
+
+                        // add backup task to runnable
+                        if (DriverContext.isLaunchable(backupTask)) {
+                            driverCxt.addToRunnable(backupTask);
+                        }
+                        continue;
+
+                    } else {
+                        // TODO: This error messaging is not very informative.
+                        // Fix that.
+                        errorMessage = "FAILED: Execution Error, return code " + exitVal + " from "
+                                + tsk.getClass().getName();
+                        SQLState = "08S01";
+                        console.printError(errorMessage);
+                        if (running.size() != 0) {
+                            taskCleanup();
+                        }
+                        // in case we decided to run everything in local mode,
+                        // restore the
+                        // the jobtracker setting to its initial value
+                        ctx.restoreOriginalTracker();
+                        return 9;
+                    }
+                }
+
+                if (SessionState.get() != null) {
+                    SessionState.get().getHiveHistory()
+                            .setTaskProperty(queryId, tsk.getId(), Keys.TASK_RET_CODE, String.valueOf(exitVal));
+                    SessionState.get().getHiveHistory().endTask(queryId, tsk);
+                }
+
+                if (tsk.getChildTasks() != null) {
+                    for (Task<? extends Serializable> child : tsk.getChildTasks()) {
+                        // hivesterix: don't check launchable condition
+                        // if (DriverContext.isLaunchable(child)) {
+                        driverCxt.addToRunnable(child);
+                        // }
+                    }
+                }
+            }
+
+            // in case we decided to run everything in local mode, restore the
+            // the jobtracker setting to its initial value
+            ctx.restoreOriginalTracker();
+
+            // remove incomplete outputs.
+            // Some incomplete outputs may be added at the beginning, for eg:
+            // for dynamic partitions.
+            // remove them
+            HashSet<WriteEntity> remOutputs = new HashSet<WriteEntity>();
+            for (WriteEntity output : plan.getOutputs()) {
+                if (!output.isComplete()) {
+                    remOutputs.add(output);
+                }
+            }
+
+            for (WriteEntity output : remOutputs) {
+                plan.getOutputs().remove(output);
+            }
+
+            // Get all the post execution hooks and execute them.
+            for (Hook peh : getPostExecHooks()) {
+                if (peh instanceof ExecuteWithHookContext) {
+                    ((ExecuteWithHookContext) peh).run(hookContext);
+                } else if (peh instanceof PostExecute) {
+                    ((PostExecute) peh)
+                            .run(SessionState.get(), plan.getInputs(), plan.getOutputs(),
+                                    (SessionState.get() != null ? SessionState.get().getLineageState().getLineageInfo()
+                                            : null), ShimLoader.getHadoopShims().getUGIForConf(conf));
+                }
+            }
+
+            if (SessionState.get() != null) {
+                SessionState.get().getHiveHistory().setQueryProperty(queryId, Keys.QUERY_RET_CODE, String.valueOf(0));
+                SessionState.get().getHiveHistory().printRowCount(queryId);
+            }
+        } catch (Exception e) {
+            if (SessionState.get() != null) {
+                SessionState.get().getHiveHistory().setQueryProperty(queryId, Keys.QUERY_RET_CODE, String.valueOf(12));
+            }
+            // TODO: do better with handling types of Exception here
+            errorMessage = "FAILED: Hive Internal Error: " + Utilities.getNameMessage(e);
+            SQLState = "08S01";
+            console.printError(errorMessage + "\n" + org.apache.hadoop.util.StringUtils.stringifyException(e));
+            return (12);
+        } finally {
+            if (SessionState.get() != null) {
+                SessionState.get().getHiveHistory().endQuery(queryId);
+            }
+            if (noName) {
+                conf.setVar(HiveConf.ConfVars.HADOOPJOBNAME, "");
+            }
+        }
+        plan.setDone();
+
+        if (SessionState.get() != null) {
+            try {
+                SessionState.get().getHiveHistory().logPlanProgress(plan);
+            } catch (Exception e) {
+            }
+        }
+        console.printInfo("OK");
+
+        return (0);
+    }
+
+    /**
+     * Launches a new task
+     * 
+     * @param tsk
+     *            task being launched
+     * @param queryId
+     *            Id of the query containing the task
+     * @param noName
+     *            whether the task has a name set
+     * @param running
+     *            map from taskresults to taskrunners
+     * @param jobname
+     *            name of the task, if it is a map-reduce job
+     * @param jobs
+     *            number of map-reduce jobs
+     * @param curJobNo
+     *            the sequential number of the next map-reduce job
+     * @return the updated number of last the map-reduce job launched
+     */
+
+    public void launchTask(Task<? extends Serializable> tsk, String queryId, boolean noName,
+            Map<TaskResult, TaskRunner> running, String jobname, int jobs, DriverContext cxt) {
+
+        if (SessionState.get() != null) {
+            SessionState.get().getHiveHistory().startTask(queryId, tsk, tsk.getClass().getName());
+        }
+        if (tsk.isMapRedTask() && !(tsk instanceof ConditionalTask)) {
+            if (noName) {
+                conf.setVar(HiveConf.ConfVars.HADOOPJOBNAME, jobname + "(" + tsk.getId() + ")");
+            }
+            cxt.incCurJobNo(1);
+            console.printInfo("Launching Job " + cxt.getCurJobNo() + " out of " + jobs);
+        }
+        tsk.initialize(conf, plan, cxt);
+        TaskResult tskRes = new TaskResult();
+        TaskRunner tskRun = new TaskRunner(tsk, tskRes);
+
+        // HiveConf.getBoolVar(conf, HiveConf.ConfVars.EXECPARALLEL) &&
+        // Launch Task: hivesterix tweak
+        if (tsk instanceof MapRedTask || tsk instanceof StatsTask) {
+            // Launch it in the parallel mode, as a separate thread only for MR
+            // tasks
+            tskRes.setRunning(false);
+            tskRes.setExitVal(0);
+        } else if (tsk instanceof ConditionalTask) {
+            ConditionalTask condTask = (ConditionalTask) tsk;
+            ConditionalResolver crs = condTask.getResolver();
+            if (crs instanceof ConditionalResolverMergeFiles) {
+                tskRes.setRunning(false);
+                tskRes.setExitVal(0);
+
+                List<Task<? extends Serializable>> children = condTask.getListTasks();
+                for (Task<? extends Serializable> child : children)
+                    if (child instanceof MapRedTask)
+                        cxt.addToRunnable(child);
+            }
+        } else {
+            tskRun.runSequential();
+        }
+        running.put(tskRes, tskRun);
+        return;
+    }
+
+    /**
+     * Cleans up remaining tasks in case of failure
+     */
+
+    public void taskCleanup() {
+        // The currently existing Shutdown hooks will be automatically called,
+        // killing the map-reduce processes.
+        // The non MR processes will be killed as well.
+        System.exit(9);
+    }
+
+    /**
+     * Polls running tasks to see if a task has ended.
+     * 
+     * @param results
+     *            Set of result objects for running tasks
+     * @return The result object for any completed/failed task
+     */
+
+    public TaskResult pollTasks(Set<TaskResult> results) {
+        Iterator<TaskResult> resultIterator = results.iterator();
+        while (true) {
+            while (resultIterator.hasNext()) {
+                TaskResult tskRes = resultIterator.next();
+                if (tskRes.isRunning() == false) {
+                    return tskRes;
+                }
+            }
+
+            // In this loop, nothing was found
+            // Sleep 10 seconds and restart
+            try {
+                Thread.sleep(sleeptime);
+            } catch (InterruptedException ie) {
+                // Do Nothing
+                ;
+            }
+            resultIterator = results.iterator();
+        }
+    }
+
+    public boolean getResults(ArrayList<String> res) throws IOException {
+        if (plan != null && plan.getFetchTask() != null) {
+            FetchTask ft = plan.getFetchTask();
+            ft.setMaxRows(maxRows);
+            return ft.fetch(res);
+        }
+
+        if (resStream == null) {
+            resStream = ctx.getStream();
+        }
+        if (resStream == null) {
+            return false;
+        }
+
+        int numRows = 0;
+        String row = null;
+
+        while (numRows < maxRows) {
+            if (resStream == null) {
+                if (numRows > 0) {
+                    return true;
+                } else {
+                    return false;
+                }
+            }
+
+            bos.reset();
+            Utilities.StreamStatus ss;
+            try {
+                ss = Utilities.readColumn(resStream, bos);
+                if (bos.getCount() > 0) {
+                    row = new String(bos.getData(), 0, bos.getCount(), "UTF-8");
+                } else if (ss == Utilities.StreamStatus.TERMINATED) {
+                    row = new String();
+                }
+
+                if (row != null) {
+                    numRows++;
+                    res.add(row);
+                }
+            } catch (IOException e) {
+                console.printError("FAILED: Unexpected IO exception : " + e.getMessage());
+                res = null;
+                return false;
+            }
+
+            if (ss == Utilities.StreamStatus.EOF) {
+                resStream = ctx.getStream();
+            }
+        }
+        return true;
+    }
+
+    public int close() {
+        try {
+            if (plan != null) {
+                FetchTask fetchTask = plan.getFetchTask();
+                if (null != fetchTask) {
+                    try {
+                        fetchTask.clearFetch();
+                    } catch (Exception e) {
+                        LOG.debug(" Exception while clearing the Fetch task ", e);
+                    }
+                }
+            }
+            if (ctx != null) {
+                ctx.clear();
+            }
+            if (null != resStream) {
+                try {
+                    ((FSDataInputStream) resStream).close();
+                } catch (Exception e) {
+                    LOG.debug(" Exception while closing the resStream ", e);
+                }
+            }
+        } catch (Exception e) {
+            console.printError("FAILED: Hive Internal Error: " + Utilities.getNameMessage(e) + "\n"
+                    + org.apache.hadoop.util.StringUtils.stringifyException(e));
+            return 13;
+        }
+
+        return 0;
+    }
+
+    public void destroy() {
+        releaseLocks();
+    }
+
+    public org.apache.hadoop.hive.ql.plan.api.Query getQueryPlan() throws IOException {
+        return plan.getQueryPlan();
+    }
+
+    public int getTryCount() {
+        return tryCount;
+    }
+
+    public void setTryCount(int tryCount) {
+        this.tryCount = tryCount;
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFAverage.java b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFAverage.java
new file mode 100644
index 0000000..0f445f4
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFAverage.java
@@ -0,0 +1,233 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.hadoop.hive.ql.udf.generic;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.ArrayList;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.hive.ql.exec.Description;
+import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.parse.SemanticException;
+import org.apache.hadoop.hive.serde2.io.DoubleWritable;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.io.LongWritable;
+import org.apache.hadoop.util.StringUtils;
+
+import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
+import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
+
+/**
+ * GenericUDAFAverage.
+ */
+@Description(name = "avg", value = "_FUNC_(x) - Returns the mean of a set of numbers")
+public class GenericUDAFAverage extends AbstractGenericUDAFResolver {
+
+    static final Log LOG = LogFactory.getLog(GenericUDAFAverage.class.getName());
+
+    @Override
+    public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters) throws SemanticException {
+        if (parameters.length != 1) {
+            throw new UDFArgumentTypeException(parameters.length - 1, "Exactly one argument is expected.");
+        }
+
+        if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
+            throw new UDFArgumentTypeException(0, "Only primitive type arguments are accepted but "
+                    + parameters[0].getTypeName() + " is passed.");
+        }
+        switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
+            case BYTE:
+            case SHORT:
+            case INT:
+            case LONG:
+            case FLOAT:
+            case DOUBLE:
+            case STRING:
+                return new GenericUDAFAverageEvaluator();
+            case BOOLEAN:
+            default:
+                throw new UDFArgumentTypeException(0, "Only numeric or string type arguments are accepted but "
+                        + parameters[0].getTypeName() + " is passed.");
+        }
+    }
+
+    /**
+     * GenericUDAFAverageEvaluator.
+     */
+    public static class GenericUDAFAverageEvaluator extends GenericUDAFEvaluator {
+
+        // For PARTIAL1 and COMPLETE
+        PrimitiveObjectInspector inputOI;
+
+        // For PARTIAL2 and FINAL
+        StructObjectInspector soi;
+        StructField countField;
+        StructField sumField;
+        LongObjectInspector countFieldOI;
+        DoubleObjectInspector sumFieldOI;
+
+        // For PARTIAL1 and PARTIAL2
+        Object[] partialResult;
+
+        // For FINAL and COMPLETE
+        DoubleWritable result;
+
+        @Override
+        public ObjectInspector init(Mode m, ObjectInspector[] parameters) throws HiveException {
+            assert (parameters.length == 1);
+            super.init(m, parameters);
+
+            // init input
+            if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {
+                inputOI = (PrimitiveObjectInspector) parameters[0];
+            } else {
+                soi = (StructObjectInspector) parameters[0];
+                countField = soi.getStructFieldRef("count");
+                sumField = soi.getStructFieldRef("sum");
+                countFieldOI = (LongObjectInspector) countField.getFieldObjectInspector();
+                sumFieldOI = (DoubleObjectInspector) sumField.getFieldObjectInspector();
+            }
+
+            // init output
+            if (mode == Mode.PARTIAL1 || mode == Mode.PARTIAL2) {
+                // The output of a partial aggregation is a struct containing
+                // a "long" count and a "double" sum.
+
+                ArrayList<ObjectInspector> foi = new ArrayList<ObjectInspector>();
+                foi.add(PrimitiveObjectInspectorFactory.writableLongObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+                ArrayList<String> fname = new ArrayList<String>();
+                fname.add("count");
+                fname.add("sum");
+                partialResult = new Object[2];
+                partialResult[0] = new LongWritable(0);
+                partialResult[1] = new DoubleWritable(0);
+                return ObjectInspectorFactory.getStandardStructObjectInspector(fname, foi);
+
+            } else {
+                result = new DoubleWritable(0);
+                return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
+            }
+        }
+
+        static class AverageAgg implements SerializableBuffer {
+            long count;
+            double sum;
+
+            @Override
+            public void deSerializeAggBuffer(byte[] data, int start, int len) {
+                count = BufferSerDeUtil.getLong(data, start);
+                start += 8;
+                sum = BufferSerDeUtil.getDouble(data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(byte[] data, int start, int len) {
+                BufferSerDeUtil.writeLong(count, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(sum, data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(DataOutput output) throws IOException {
+                output.writeLong(count);
+                output.writeDouble(sum);
+            }
+        };
+
+        @Override
+        public AggregationBuffer getNewAggregationBuffer() throws HiveException {
+            AverageAgg result = new AverageAgg();
+            reset(result);
+            return result;
+        }
+
+        @Override
+        public void reset(AggregationBuffer agg) throws HiveException {
+            AverageAgg myagg = (AverageAgg) agg;
+            myagg.count = 0;
+            myagg.sum = 0;
+        }
+
+        boolean warned = false;
+
+        @Override
+        public void iterate(AggregationBuffer agg, Object[] parameters) throws HiveException {
+            assert (parameters.length == 1);
+            Object p = parameters[0];
+            if (p != null) {
+                AverageAgg myagg = (AverageAgg) agg;
+                try {
+                    double v = PrimitiveObjectInspectorUtils.getDouble(p, inputOI);
+                    myagg.count++;
+                    myagg.sum += v;
+                } catch (NumberFormatException e) {
+                    if (!warned) {
+                        warned = true;
+                        LOG.warn(getClass().getSimpleName() + " " + StringUtils.stringifyException(e));
+                        LOG.warn(getClass().getSimpleName() + " ignoring similar exceptions.");
+                    }
+                }
+            }
+        }
+
+        @Override
+        public Object terminatePartial(AggregationBuffer agg) throws HiveException {
+            AverageAgg myagg = (AverageAgg) agg;
+            ((LongWritable) partialResult[0]).set(myagg.count);
+            ((DoubleWritable) partialResult[1]).set(myagg.sum);
+            return partialResult;
+        }
+
+        @Override
+        public void merge(AggregationBuffer agg, Object partial) throws HiveException {
+            if (partial != null) {
+                AverageAgg myagg = (AverageAgg) agg;
+                Object partialCount = soi.getStructFieldData(partial, countField);
+                Object partialSum = soi.getStructFieldData(partial, sumField);
+                myagg.count += countFieldOI.get(partialCount);
+                myagg.sum += sumFieldOI.get(partialSum);
+            }
+        }
+
+        @Override
+        public Object terminate(AggregationBuffer agg) throws HiveException {
+            AverageAgg myagg = (AverageAgg) agg;
+            if (myagg.count == 0) {
+                return null;
+            } else {
+                result.set(myagg.sum / myagg.count);
+                return result;
+            }
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCorrelation.java b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCorrelation.java
new file mode 100644
index 0000000..2c4022e
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCorrelation.java
@@ -0,0 +1,392 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.hadoop.hive.ql.udf.generic;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.ArrayList;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.hive.ql.exec.Description;
+import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.parse.SemanticException;
+import org.apache.hadoop.hive.serde2.io.DoubleWritable;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.io.LongWritable;
+
+import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
+import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
+
+/**
+ * Compute the Pearson correlation coefficient corr(x, y), using the following
+ * stable one-pass method, based on: "Formulas for Robust, One-Pass Parallel
+ * Computation of Covariances and Arbitrary-Order Statistical Moments", Philippe
+ * Pebay, Sandia Labs and
+ * "The Art of Computer Programming, volume 2: Seminumerical Algorithms", Donald
+ * Knuth.
+ * Incremental: n : <count> mx_n = mx_(n-1) + [x_n - mx_(n-1)]/n : <xavg> my_n =
+ * my_(n-1) + [y_n - my_(n-1)]/n : <yavg> c_n = c_(n-1) + (x_n - mx_(n-1))*(y_n
+ * - my_n) : <covariance * n> vx_n = vx_(n-1) + (x_n - mx_n)(x_n - mx_(n-1)):
+ * <variance * n> vy_n = vy_(n-1) + (y_n - my_n)(y_n - my_(n-1)): <variance * n>
+ * Merge: c_(A,B) = c_A + c_B + (mx_A - mx_B)*(my_A - my_B)*n_A*n_B/(n_A+n_B)
+ * vx_(A,B) = vx_A + vx_B + (mx_A - mx_B)*(mx_A - mx_B)*n_A*n_B/(n_A+n_B)
+ * vy_(A,B) = vy_A + vy_B + (my_A - my_B)*(my_A - my_B)*n_A*n_B/(n_A+n_B)
+ */
+@Description(name = "corr", value = "_FUNC_(x,y) - Returns the Pearson coefficient of correlation\n"
+        + "between a set of number pairs", extended = "The function takes as arguments any pair of numeric types and returns a double.\n"
+        + "Any pair with a NULL is ignored. If the function is applied to an empty set or\n"
+        + "a singleton set, NULL will be returned. Otherwise, it computes the following:\n"
+        + "   COVAR_POP(x,y)/(STDDEV_POP(x)*STDDEV_POP(y))\n"
+        + "where neither x nor y is null,\n"
+        + "COVAR_POP is the population covariance,\n" + "and STDDEV_POP is the population standard deviation.")
+public class GenericUDAFCorrelation extends AbstractGenericUDAFResolver {
+
+    static final Log LOG = LogFactory.getLog(GenericUDAFCorrelation.class.getName());
+
+    @Override
+    public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters) throws SemanticException {
+        if (parameters.length != 2) {
+            throw new UDFArgumentTypeException(parameters.length - 1, "Exactly two arguments are expected.");
+        }
+
+        if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
+            throw new UDFArgumentTypeException(0, "Only primitive type arguments are accepted but "
+                    + parameters[0].getTypeName() + " is passed.");
+        }
+
+        if (parameters[1].getCategory() != ObjectInspector.Category.PRIMITIVE) {
+            throw new UDFArgumentTypeException(1, "Only primitive type arguments are accepted but "
+                    + parameters[1].getTypeName() + " is passed.");
+        }
+
+        switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
+            case BYTE:
+            case SHORT:
+            case INT:
+            case LONG:
+            case FLOAT:
+            case DOUBLE:
+                switch (((PrimitiveTypeInfo) parameters[1]).getPrimitiveCategory()) {
+                    case BYTE:
+                    case SHORT:
+                    case INT:
+                    case LONG:
+                    case FLOAT:
+                    case DOUBLE:
+                        return new GenericUDAFCorrelationEvaluator();
+                    case STRING:
+                    case BOOLEAN:
+                    default:
+                        throw new UDFArgumentTypeException(1, "Only numeric type arguments are accepted but "
+                                + parameters[1].getTypeName() + " is passed.");
+                }
+            case STRING:
+            case BOOLEAN:
+            default:
+                throw new UDFArgumentTypeException(0, "Only numeric type arguments are accepted but "
+                        + parameters[0].getTypeName() + " is passed.");
+        }
+    }
+
+    /**
+     * Evaluate the Pearson correlation coefficient using a stable one-pass
+     * algorithm, based on work by Philippe Pébay and Donald Knuth.
+     * Incremental: n : <count> mx_n = mx_(n-1) + [x_n - mx_(n-1)]/n : <xavg>
+     * my_n = my_(n-1) + [y_n - my_(n-1)]/n : <yavg> c_n = c_(n-1) + (x_n -
+     * mx_(n-1))*(y_n - my_n) : <covariance * n> vx_n = vx_(n-1) + (x_n -
+     * mx_n)(x_n - mx_(n-1)): <variance * n> vy_n = vy_(n-1) + (y_n - my_n)(y_n
+     * - my_(n-1)): <variance * n>
+     * Merge: c_X = c_A + c_B + (mx_A - mx_B)*(my_A - my_B)*n_A*n_B/n_X vx_(A,B)
+     * = vx_A + vx_B + (mx_A - mx_B)*(mx_A - mx_B)*n_A*n_B/(n_A+n_B) vy_(A,B) =
+     * vy_A + vy_B + (my_A - my_B)*(my_A - my_B)*n_A*n_B/(n_A+n_B)
+     */
+    public static class GenericUDAFCorrelationEvaluator extends GenericUDAFEvaluator {
+
+        // For PARTIAL1 and COMPLETE
+        private PrimitiveObjectInspector xInputOI;
+        private PrimitiveObjectInspector yInputOI;
+
+        // For PARTIAL2 and FINAL
+        private StructObjectInspector soi;
+        private StructField countField;
+        private StructField xavgField;
+        private StructField yavgField;
+        private StructField xvarField;
+        private StructField yvarField;
+        private StructField covarField;
+        private LongObjectInspector countFieldOI;
+        private DoubleObjectInspector xavgFieldOI;
+        private DoubleObjectInspector yavgFieldOI;
+        private DoubleObjectInspector xvarFieldOI;
+        private DoubleObjectInspector yvarFieldOI;
+        private DoubleObjectInspector covarFieldOI;
+
+        // For PARTIAL1 and PARTIAL2
+        private Object[] partialResult;
+
+        // For FINAL and COMPLETE
+        private DoubleWritable result;
+
+        @Override
+        public ObjectInspector init(Mode m, ObjectInspector[] parameters) throws HiveException {
+            super.init(m, parameters);
+
+            // init input
+            if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {
+                assert (parameters.length == 2);
+                xInputOI = (PrimitiveObjectInspector) parameters[0];
+                yInputOI = (PrimitiveObjectInspector) parameters[1];
+            } else {
+                assert (parameters.length == 1);
+                soi = (StructObjectInspector) parameters[0];
+
+                countField = soi.getStructFieldRef("count");
+                xavgField = soi.getStructFieldRef("xavg");
+                yavgField = soi.getStructFieldRef("yavg");
+                xvarField = soi.getStructFieldRef("xvar");
+                yvarField = soi.getStructFieldRef("yvar");
+                covarField = soi.getStructFieldRef("covar");
+
+                countFieldOI = (LongObjectInspector) countField.getFieldObjectInspector();
+                xavgFieldOI = (DoubleObjectInspector) xavgField.getFieldObjectInspector();
+                yavgFieldOI = (DoubleObjectInspector) yavgField.getFieldObjectInspector();
+                xvarFieldOI = (DoubleObjectInspector) xvarField.getFieldObjectInspector();
+                yvarFieldOI = (DoubleObjectInspector) yvarField.getFieldObjectInspector();
+                covarFieldOI = (DoubleObjectInspector) covarField.getFieldObjectInspector();
+            }
+
+            // init output
+            if (mode == Mode.PARTIAL1 || mode == Mode.PARTIAL2) {
+                // The output of a partial aggregation is a struct containing
+                // a long count, two double averages, two double variances,
+                // and a double covariance.
+
+                ArrayList<ObjectInspector> foi = new ArrayList<ObjectInspector>();
+
+                foi.add(PrimitiveObjectInspectorFactory.writableLongObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+
+                ArrayList<String> fname = new ArrayList<String>();
+                fname.add("count");
+                fname.add("xavg");
+                fname.add("yavg");
+                fname.add("xvar");
+                fname.add("yvar");
+                fname.add("covar");
+
+                partialResult = new Object[6];
+                partialResult[0] = new LongWritable(0);
+                partialResult[1] = new DoubleWritable(0);
+                partialResult[2] = new DoubleWritable(0);
+                partialResult[3] = new DoubleWritable(0);
+                partialResult[4] = new DoubleWritable(0);
+                partialResult[5] = new DoubleWritable(0);
+
+                return ObjectInspectorFactory.getStandardStructObjectInspector(fname, foi);
+
+            } else {
+                setResult(new DoubleWritable(0));
+                return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
+            }
+        }
+
+        static class StdAgg implements SerializableBuffer {
+            long count; // number n of elements
+            double xavg; // average of x elements
+            double yavg; // average of y elements
+            double xvar; // n times the variance of x elements
+            double yvar; // n times the variance of y elements
+            double covar; // n times the covariance
+
+            @Override
+            public void deSerializeAggBuffer(byte[] data, int start, int len) {
+                count = BufferSerDeUtil.getLong(data, start);
+                start += 8;
+                xavg = BufferSerDeUtil.getDouble(data, start);
+                start += 8;
+                yavg = BufferSerDeUtil.getDouble(data, start);
+                start += 8;
+                xvar = BufferSerDeUtil.getDouble(data, start);
+                start += 8;
+                yvar = BufferSerDeUtil.getDouble(data, start);
+                start += 8;
+                covar = BufferSerDeUtil.getDouble(data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(byte[] data, int start, int len) {
+                BufferSerDeUtil.writeLong(count, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(xavg, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(yavg, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(xvar, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(yvar, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(covar, data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(DataOutput output) throws IOException {
+                output.writeLong(count);
+                output.writeDouble(xavg);
+                output.writeDouble(yavg);
+                output.writeDouble(xvar);
+                output.writeDouble(yvar);
+                output.writeDouble(covar);
+            }
+        };
+
+        @Override
+        public AggregationBuffer getNewAggregationBuffer() throws HiveException {
+            StdAgg result = new StdAgg();
+            reset(result);
+            return result;
+        }
+
+        @Override
+        public void reset(AggregationBuffer agg) throws HiveException {
+            StdAgg myagg = (StdAgg) agg;
+            myagg.count = 0;
+            myagg.xavg = 0;
+            myagg.yavg = 0;
+            myagg.xvar = 0;
+            myagg.yvar = 0;
+            myagg.covar = 0;
+        }
+
+        @Override
+        public void iterate(AggregationBuffer agg, Object[] parameters) throws HiveException {
+            assert (parameters.length == 2);
+            Object px = parameters[0];
+            Object py = parameters[1];
+            if (px != null && py != null) {
+                StdAgg myagg = (StdAgg) agg;
+                double vx = PrimitiveObjectInspectorUtils.getDouble(px, xInputOI);
+                double vy = PrimitiveObjectInspectorUtils.getDouble(py, yInputOI);
+                double xavgOld = myagg.xavg;
+                double yavgOld = myagg.yavg;
+                myagg.count++;
+                myagg.xavg += (vx - xavgOld) / myagg.count;
+                myagg.yavg += (vy - yavgOld) / myagg.count;
+                if (myagg.count > 1) {
+                    myagg.covar += (vx - xavgOld) * (vy - myagg.yavg);
+                    myagg.xvar += (vx - xavgOld) * (vx - myagg.xavg);
+                    myagg.yvar += (vy - yavgOld) * (vy - myagg.yavg);
+                }
+            }
+        }
+
+        @Override
+        public Object terminatePartial(AggregationBuffer agg) throws HiveException {
+            StdAgg myagg = (StdAgg) agg;
+            ((LongWritable) partialResult[0]).set(myagg.count);
+            ((DoubleWritable) partialResult[1]).set(myagg.xavg);
+            ((DoubleWritable) partialResult[2]).set(myagg.yavg);
+            ((DoubleWritable) partialResult[3]).set(myagg.xvar);
+            ((DoubleWritable) partialResult[4]).set(myagg.yvar);
+            ((DoubleWritable) partialResult[5]).set(myagg.covar);
+            return partialResult;
+        }
+
+        @Override
+        public void merge(AggregationBuffer agg, Object partial) throws HiveException {
+            if (partial != null) {
+                StdAgg myagg = (StdAgg) agg;
+
+                Object partialCount = soi.getStructFieldData(partial, countField);
+                Object partialXAvg = soi.getStructFieldData(partial, xavgField);
+                Object partialYAvg = soi.getStructFieldData(partial, yavgField);
+                Object partialXVar = soi.getStructFieldData(partial, xvarField);
+                Object partialYVar = soi.getStructFieldData(partial, yvarField);
+                Object partialCovar = soi.getStructFieldData(partial, covarField);
+
+                long nA = myagg.count;
+                long nB = countFieldOI.get(partialCount);
+
+                if (nA == 0) {
+                    // Just copy the information since there is nothing so far
+                    myagg.count = countFieldOI.get(partialCount);
+                    myagg.xavg = xavgFieldOI.get(partialXAvg);
+                    myagg.yavg = yavgFieldOI.get(partialYAvg);
+                    myagg.xvar = xvarFieldOI.get(partialXVar);
+                    myagg.yvar = yvarFieldOI.get(partialYVar);
+                    myagg.covar = covarFieldOI.get(partialCovar);
+                }
+
+                if (nA != 0 && nB != 0) {
+                    // Merge the two partials
+                    double xavgA = myagg.xavg;
+                    double yavgA = myagg.yavg;
+                    double xavgB = xavgFieldOI.get(partialXAvg);
+                    double yavgB = yavgFieldOI.get(partialYAvg);
+                    double xvarB = xvarFieldOI.get(partialXVar);
+                    double yvarB = yvarFieldOI.get(partialYVar);
+                    double covarB = covarFieldOI.get(partialCovar);
+
+                    myagg.count += nB;
+                    myagg.xavg = (xavgA * nA + xavgB * nB) / myagg.count;
+                    myagg.yavg = (yavgA * nA + yavgB * nB) / myagg.count;
+                    myagg.xvar += xvarB + (xavgA - xavgB) * (xavgA - xavgB) * myagg.count;
+                    myagg.yvar += yvarB + (yavgA - yavgB) * (yavgA - yavgB) * myagg.count;
+                    myagg.covar += covarB + (xavgA - xavgB) * (yavgA - yavgB) * ((double) (nA * nB) / myagg.count);
+                }
+            }
+        }
+
+        @Override
+        public Object terminate(AggregationBuffer agg) throws HiveException {
+            StdAgg myagg = (StdAgg) agg;
+
+            if (myagg.count < 2) { // SQL standard - return null for zero or one
+                                   // pair
+                return null;
+            } else {
+                getResult().set(myagg.covar / java.lang.Math.sqrt(myagg.xvar) / java.lang.Math.sqrt(myagg.yvar));
+                return getResult();
+            }
+        }
+
+        public void setResult(DoubleWritable result) {
+            this.result = result;
+        }
+
+        public DoubleWritable getResult() {
+            return result;
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCount.java b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCount.java
new file mode 100644
index 0000000..dc5eef0
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCount.java
@@ -0,0 +1,170 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.hadoop.hive.ql.udf.generic;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hadoop.hive.ql.exec.Description;
+import org.apache.hadoop.hive.ql.exec.UDFArgumentException;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.parse.SemanticException;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.io.LongWritable;
+
+import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
+import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
+
+/**
+ * This class implements the COUNT aggregation function as in SQL.
+ */
+@Description(name = "count", value = "_FUNC_(*) - Returns the total number of retrieved rows, including "
+        + "rows containing NULL values.\n"
+
+        + "_FUNC_(expr) - Returns the number of rows for which the supplied " + "expression is non-NULL.\n"
+
+        + "_FUNC_(DISTINCT expr[, expr...]) - Returns the number of rows for "
+        + "which the supplied expression(s) are unique and non-NULL.")
+public class GenericUDAFCount implements GenericUDAFResolver2 {
+
+    @Override
+    public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters) throws SemanticException {
+        // This method implementation is preserved for backward compatibility.
+        return new GenericUDAFCountEvaluator();
+    }
+
+    @Override
+    public GenericUDAFEvaluator getEvaluator(GenericUDAFParameterInfo paramInfo) throws SemanticException {
+
+        TypeInfo[] parameters = paramInfo.getParameters();
+
+        if (parameters.length == 0) {
+            if (!paramInfo.isAllColumns()) {
+                throw new UDFArgumentException("Argument expected");
+            }
+            assert !paramInfo.isDistinct() : "DISTINCT not supported with *";
+        } else {
+            if (parameters.length > 1 && !paramInfo.isDistinct()) {
+                throw new UDFArgumentException("DISTINCT keyword must be specified");
+            }
+            assert !paramInfo.isAllColumns() : "* not supported in expression list";
+        }
+
+        return new GenericUDAFCountEvaluator().setCountAllColumns(paramInfo.isAllColumns());
+    }
+
+    /**
+     * GenericUDAFCountEvaluator.
+     */
+    public static class GenericUDAFCountEvaluator extends GenericUDAFEvaluator {
+        private boolean countAllColumns = false;
+        private LongObjectInspector partialCountAggOI;
+        private LongWritable result;
+
+        @Override
+        public ObjectInspector init(Mode m, ObjectInspector[] parameters) throws HiveException {
+            super.init(m, parameters);
+            partialCountAggOI = PrimitiveObjectInspectorFactory.writableLongObjectInspector;
+            result = new LongWritable(0);
+            return PrimitiveObjectInspectorFactory.writableLongObjectInspector;
+        }
+
+        private GenericUDAFCountEvaluator setCountAllColumns(boolean countAllCols) {
+            countAllColumns = countAllCols;
+            return this;
+        }
+
+        /** class for storing count value. */
+        static class CountAgg implements SerializableBuffer {
+            long value;
+
+            @Override
+            public void deSerializeAggBuffer(byte[] data, int start, int len) {
+                value = BufferSerDeUtil.getLong(data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(byte[] data, int start, int len) {
+                BufferSerDeUtil.writeLong(value, data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(DataOutput output) throws IOException {
+                output.writeLong(value);
+            }
+        }
+
+        @Override
+        public AggregationBuffer getNewAggregationBuffer() throws HiveException {
+            CountAgg buffer = new CountAgg();
+            reset(buffer);
+            return buffer;
+        }
+
+        @Override
+        public void reset(AggregationBuffer agg) throws HiveException {
+            ((CountAgg) agg).value = 0;
+        }
+
+        @Override
+        public void iterate(AggregationBuffer agg, Object[] parameters) throws HiveException {
+            // parameters == null means the input table/split is empty
+            if (parameters == null) {
+                return;
+            }
+            if (countAllColumns) {
+                assert parameters.length == 0;
+                ((CountAgg) agg).value++;
+            } else {
+                assert parameters.length > 0;
+                boolean countThisRow = true;
+                for (Object nextParam : parameters) {
+                    if (nextParam == null) {
+                        countThisRow = false;
+                        break;
+                    }
+                }
+                if (countThisRow) {
+                    ((CountAgg) agg).value++;
+                }
+            }
+        }
+
+        @Override
+        public void merge(AggregationBuffer agg, Object partial) throws HiveException {
+            if (partial != null) {
+                long p = partialCountAggOI.get(partial);
+                ((CountAgg) agg).value += p;
+            }
+        }
+
+        @Override
+        public Object terminate(AggregationBuffer agg) throws HiveException {
+            result.set(((CountAgg) agg).value);
+            return result;
+        }
+
+        @Override
+        public Object terminatePartial(AggregationBuffer agg) throws HiveException {
+            return terminate(agg);
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCovariance.java b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCovariance.java
new file mode 100644
index 0000000..0c4448b
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCovariance.java
@@ -0,0 +1,341 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.hadoop.hive.ql.udf.generic;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.ArrayList;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.hive.ql.exec.Description;
+import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.parse.SemanticException;
+import org.apache.hadoop.hive.serde2.io.DoubleWritable;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.io.LongWritable;
+
+import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
+import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
+
+/**
+ * Compute the covariance covar_pop(x, y), using the following one-pass method
+ * (ref. "Formulas for Robust, One-Pass Parallel Computation of Covariances and
+ * Arbitrary-Order Statistical Moments", Philippe Pebay, Sandia Labs):
+ * Incremental: n : <count> mx_n = mx_(n-1) + [x_n - mx_(n-1)]/n : <xavg> my_n =
+ * my_(n-1) + [y_n - my_(n-1)]/n : <yavg> c_n = c_(n-1) + (x_n - mx_(n-1))*(y_n
+ * - my_n) : <covariance * n>
+ * Merge: c_X = c_A + c_B + (mx_A - mx_B)*(my_A - my_B)*n_A*n_B/n_X
+ */
+@Description(name = "covariance,covar_pop", value = "_FUNC_(x,y) - Returns the population covariance of a set of number pairs", extended = "The function takes as arguments any pair of numeric types and returns a double.\n"
+        + "Any pair with a NULL is ignored. If the function is applied to an empty set, NULL\n"
+        + "will be returned. Otherwise, it computes the following:\n"
+        + "   (SUM(x*y)-SUM(x)*SUM(y)/COUNT(x,y))/COUNT(x,y)\n" + "where neither x nor y is null.")
+public class GenericUDAFCovariance extends AbstractGenericUDAFResolver {
+
+    static final Log LOG = LogFactory.getLog(GenericUDAFCovariance.class.getName());
+
+    @Override
+    public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters) throws SemanticException {
+        if (parameters.length != 2) {
+            throw new UDFArgumentTypeException(parameters.length - 1, "Exactly two arguments are expected.");
+        }
+
+        if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
+            throw new UDFArgumentTypeException(0, "Only primitive type arguments are accepted but "
+                    + parameters[0].getTypeName() + " is passed.");
+        }
+
+        if (parameters[1].getCategory() != ObjectInspector.Category.PRIMITIVE) {
+            throw new UDFArgumentTypeException(1, "Only primitive type arguments are accepted but "
+                    + parameters[1].getTypeName() + " is passed.");
+        }
+
+        switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
+            case BYTE:
+            case SHORT:
+            case INT:
+            case LONG:
+            case FLOAT:
+            case DOUBLE:
+                switch (((PrimitiveTypeInfo) parameters[1]).getPrimitiveCategory()) {
+                    case BYTE:
+                    case SHORT:
+                    case INT:
+                    case LONG:
+                    case FLOAT:
+                    case DOUBLE:
+                        return new GenericUDAFCovarianceEvaluator();
+                    case STRING:
+                    case BOOLEAN:
+                    default:
+                        throw new UDFArgumentTypeException(1, "Only numeric or string type arguments are accepted but "
+                                + parameters[1].getTypeName() + " is passed.");
+                }
+            case STRING:
+            case BOOLEAN:
+            default:
+                throw new UDFArgumentTypeException(0, "Only numeric or string type arguments are accepted but "
+                        + parameters[0].getTypeName() + " is passed.");
+        }
+    }
+
+    /**
+     * Evaluate the variance using the algorithm described in
+     * http://en.wikipedia.org/wiki/Algorithms_for_calculating_variance,
+     * presumably by Pébay, Philippe (2008), in "Formulas for Robust, One-Pass
+     * Parallel Computation of Covariances and Arbitrary-Order Statistical
+     * Moments", Technical Report SAND2008-6212, Sandia National Laboratories,
+     * http://infoserve.sandia.gov/sand_doc/2008/086212.pdf
+     * Incremental: n : <count> mx_n = mx_(n-1) + [x_n - mx_(n-1)]/n : <xavg>
+     * my_n = my_(n-1) + [y_n - my_(n-1)]/n : <yavg> c_n = c_(n-1) + (x_n -
+     * mx_(n-1))*(y_n - my_n) : <covariance * n>
+     * Merge: c_X = c_A + c_B + (mx_A - mx_B)*(my_A - my_B)*n_A*n_B/n_X
+     * This one-pass algorithm is stable.
+     */
+    public static class GenericUDAFCovarianceEvaluator extends GenericUDAFEvaluator {
+
+        // For PARTIAL1 and COMPLETE
+        private PrimitiveObjectInspector xInputOI;
+        private PrimitiveObjectInspector yInputOI;
+
+        // For PARTIAL2 and FINAL
+        private StructObjectInspector soi;
+        private StructField countField;
+        private StructField xavgField;
+        private StructField yavgField;
+        private StructField covarField;
+        private LongObjectInspector countFieldOI;
+        private DoubleObjectInspector xavgFieldOI;
+        private DoubleObjectInspector yavgFieldOI;
+        private DoubleObjectInspector covarFieldOI;
+
+        // For PARTIAL1 and PARTIAL2
+        private Object[] partialResult;
+
+        // For FINAL and COMPLETE
+        private DoubleWritable result;
+
+        @Override
+        public ObjectInspector init(Mode m, ObjectInspector[] parameters) throws HiveException {
+            super.init(m, parameters);
+
+            // init input
+            if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {
+                assert (parameters.length == 2);
+                xInputOI = (PrimitiveObjectInspector) parameters[0];
+                yInputOI = (PrimitiveObjectInspector) parameters[1];
+            } else {
+                assert (parameters.length == 1);
+                soi = (StructObjectInspector) parameters[0];
+
+                countField = soi.getStructFieldRef("count");
+                xavgField = soi.getStructFieldRef("xavg");
+                yavgField = soi.getStructFieldRef("yavg");
+                covarField = soi.getStructFieldRef("covar");
+
+                countFieldOI = (LongObjectInspector) countField.getFieldObjectInspector();
+                xavgFieldOI = (DoubleObjectInspector) xavgField.getFieldObjectInspector();
+                yavgFieldOI = (DoubleObjectInspector) yavgField.getFieldObjectInspector();
+                covarFieldOI = (DoubleObjectInspector) covarField.getFieldObjectInspector();
+            }
+
+            // init output
+            if (mode == Mode.PARTIAL1 || mode == Mode.PARTIAL2) {
+                // The output of a partial aggregation is a struct containing
+                // a long count, two double averages, and a double covariance.
+
+                ArrayList<ObjectInspector> foi = new ArrayList<ObjectInspector>();
+
+                foi.add(PrimitiveObjectInspectorFactory.writableLongObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+
+                ArrayList<String> fname = new ArrayList<String>();
+                fname.add("count");
+                fname.add("xavg");
+                fname.add("yavg");
+                fname.add("covar");
+
+                partialResult = new Object[4];
+                partialResult[0] = new LongWritable(0);
+                partialResult[1] = new DoubleWritable(0);
+                partialResult[2] = new DoubleWritable(0);
+                partialResult[3] = new DoubleWritable(0);
+
+                return ObjectInspectorFactory.getStandardStructObjectInspector(fname, foi);
+
+            } else {
+                setResult(new DoubleWritable(0));
+                return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
+            }
+        }
+
+        static class StdAgg implements SerializableBuffer {
+            long count; // number n of elements
+            double xavg; // average of x elements
+            double yavg; // average of y elements
+            double covar; // n times the covariance
+
+            @Override
+            public void deSerializeAggBuffer(byte[] data, int start, int len) {
+                count = BufferSerDeUtil.getLong(data, start);
+                start += 8;
+                xavg = BufferSerDeUtil.getDouble(data, start);
+                start += 8;
+                yavg = BufferSerDeUtil.getDouble(data, start);
+                start += 8;
+                covar = BufferSerDeUtil.getDouble(data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(byte[] data, int start, int len) {
+                BufferSerDeUtil.writeLong(count, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(xavg, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(yavg, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(covar, data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(DataOutput output) throws IOException {
+                output.writeLong(count);
+                output.writeDouble(xavg);
+                output.writeDouble(yavg);
+                output.writeDouble(covar);
+            }
+        };
+
+        @Override
+        public AggregationBuffer getNewAggregationBuffer() throws HiveException {
+            StdAgg result = new StdAgg();
+            reset(result);
+            return result;
+        }
+
+        @Override
+        public void reset(AggregationBuffer agg) throws HiveException {
+            StdAgg myagg = (StdAgg) agg;
+            myagg.count = 0;
+            myagg.xavg = 0;
+            myagg.yavg = 0;
+            myagg.covar = 0;
+        }
+
+        @Override
+        public void iterate(AggregationBuffer agg, Object[] parameters) throws HiveException {
+            assert (parameters.length == 2);
+            Object px = parameters[0];
+            Object py = parameters[1];
+            if (px != null && py != null) {
+                StdAgg myagg = (StdAgg) agg;
+                double vx = PrimitiveObjectInspectorUtils.getDouble(px, xInputOI);
+                double vy = PrimitiveObjectInspectorUtils.getDouble(py, yInputOI);
+                myagg.count++;
+                myagg.yavg = myagg.yavg + (vy - myagg.yavg) / myagg.count;
+                if (myagg.count > 1) {
+                    myagg.covar += (vx - myagg.xavg) * (vy - myagg.yavg);
+                }
+                myagg.xavg = myagg.xavg + (vx - myagg.xavg) / myagg.count;
+            }
+        }
+
+        @Override
+        public Object terminatePartial(AggregationBuffer agg) throws HiveException {
+            StdAgg myagg = (StdAgg) agg;
+            ((LongWritable) partialResult[0]).set(myagg.count);
+            ((DoubleWritable) partialResult[1]).set(myagg.xavg);
+            ((DoubleWritable) partialResult[2]).set(myagg.yavg);
+            ((DoubleWritable) partialResult[3]).set(myagg.covar);
+            return partialResult;
+        }
+
+        @Override
+        public void merge(AggregationBuffer agg, Object partial) throws HiveException {
+            if (partial != null) {
+                StdAgg myagg = (StdAgg) agg;
+
+                Object partialCount = soi.getStructFieldData(partial, countField);
+                Object partialXAvg = soi.getStructFieldData(partial, xavgField);
+                Object partialYAvg = soi.getStructFieldData(partial, yavgField);
+                Object partialCovar = soi.getStructFieldData(partial, covarField);
+
+                long nA = myagg.count;
+                long nB = countFieldOI.get(partialCount);
+
+                if (nA == 0) {
+                    // Just copy the information since there is nothing so far
+                    myagg.count = countFieldOI.get(partialCount);
+                    myagg.xavg = xavgFieldOI.get(partialXAvg);
+                    myagg.yavg = yavgFieldOI.get(partialYAvg);
+                    myagg.covar = covarFieldOI.get(partialCovar);
+                }
+
+                if (nA != 0 && nB != 0) {
+                    // Merge the two partials
+                    double xavgA = myagg.xavg;
+                    double yavgA = myagg.yavg;
+                    double xavgB = xavgFieldOI.get(partialXAvg);
+                    double yavgB = yavgFieldOI.get(partialYAvg);
+                    double covarB = covarFieldOI.get(partialCovar);
+
+                    myagg.count += nB;
+                    myagg.xavg = (xavgA * nA + xavgB * nB) / myagg.count;
+                    myagg.yavg = (yavgA * nA + yavgB * nB) / myagg.count;
+                    myagg.covar += covarB + (xavgA - xavgB) * (yavgA - yavgB) * ((double) (nA * nB) / myagg.count);
+                }
+            }
+        }
+
+        @Override
+        public Object terminate(AggregationBuffer agg) throws HiveException {
+            StdAgg myagg = (StdAgg) agg;
+
+            if (myagg.count == 0) { // SQL standard - return null for zero
+                                    // elements
+                return null;
+            } else {
+                getResult().set(myagg.covar / (myagg.count));
+                return getResult();
+            }
+        }
+
+        public void setResult(DoubleWritable result) {
+            this.result = result;
+        }
+
+        public DoubleWritable getResult() {
+            return result;
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFSum.java b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFSum.java
new file mode 100644
index 0000000..afdc397
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFSum.java
@@ -0,0 +1,272 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.hadoop.hive.ql.udf.generic;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.hive.ql.exec.Description;
+import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.parse.SemanticException;
+import org.apache.hadoop.hive.serde2.io.DoubleWritable;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.io.LongWritable;
+import org.apache.hadoop.util.StringUtils;
+
+import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
+import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
+
+/**
+ * GenericUDAFSum.
+ */
+@Description(name = "sum", value = "_FUNC_(x) - Returns the sum of a set of numbers")
+public class GenericUDAFSum extends AbstractGenericUDAFResolver {
+
+    static final Log LOG = LogFactory.getLog(GenericUDAFSum.class.getName());
+
+    @Override
+    public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters) throws SemanticException {
+        if (parameters.length != 1) {
+            throw new UDFArgumentTypeException(parameters.length - 1, "Exactly one argument is expected.");
+        }
+
+        if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
+            throw new UDFArgumentTypeException(0, "Only primitive type arguments are accepted but "
+                    + parameters[0].getTypeName() + " is passed.");
+        }
+        switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
+            case BYTE:
+            case SHORT:
+            case INT:
+            case LONG:
+                return new GenericUDAFSumLong();
+            case FLOAT:
+            case DOUBLE:
+            case STRING:
+                return new GenericUDAFSumDouble();
+            case BOOLEAN:
+            default:
+                throw new UDFArgumentTypeException(0, "Only numeric or string type arguments are accepted but "
+                        + parameters[0].getTypeName() + " is passed.");
+        }
+    }
+
+    /**
+     * GenericUDAFSumDouble.
+     */
+    public static class GenericUDAFSumDouble extends GenericUDAFEvaluator {
+        private PrimitiveObjectInspector inputOI;
+        private DoubleWritable result;
+
+        @Override
+        public ObjectInspector init(Mode m, ObjectInspector[] parameters) throws HiveException {
+            assert (parameters.length == 1);
+            super.init(m, parameters);
+            result = new DoubleWritable(0);
+            inputOI = (PrimitiveObjectInspector) parameters[0];
+            return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
+        }
+
+        /** class for storing double sum value. */
+        static class SumDoubleAgg implements SerializableBuffer {
+            boolean empty;
+            double sum;
+
+            @Override
+            public void deSerializeAggBuffer(byte[] data, int start, int len) {
+                empty = BufferSerDeUtil.getBoolean(data, start);
+                start += 1;
+                sum = BufferSerDeUtil.getDouble(data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(byte[] data, int start, int len) {
+                BufferSerDeUtil.writeBoolean(empty, data, start);
+                start += 1;
+                BufferSerDeUtil.writeDouble(sum, data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(DataOutput output) throws IOException {
+                output.writeBoolean(empty);
+                output.writeDouble(sum);
+            }
+        }
+
+        @Override
+        public AggregationBuffer getNewAggregationBuffer() throws HiveException {
+            SumDoubleAgg result = new SumDoubleAgg();
+            reset(result);
+            return result;
+        }
+
+        @Override
+        public void reset(AggregationBuffer agg) throws HiveException {
+            SumDoubleAgg myagg = (SumDoubleAgg) agg;
+            myagg.empty = true;
+            myagg.sum = 0;
+        }
+
+        boolean warned = false;
+
+        @Override
+        public void iterate(AggregationBuffer agg, Object[] parameters) throws HiveException {
+            assert (parameters.length == 1);
+            try {
+                merge(agg, parameters[0]);
+            } catch (NumberFormatException e) {
+                if (!warned) {
+                    warned = true;
+                    LOG.warn(getClass().getSimpleName() + " " + StringUtils.stringifyException(e));
+                    LOG.warn(getClass().getSimpleName() + " ignoring similar exceptions.");
+                }
+            }
+        }
+
+        @Override
+        public Object terminatePartial(AggregationBuffer agg) throws HiveException {
+            return terminate(agg);
+        }
+
+        @Override
+        public void merge(AggregationBuffer agg, Object partial) throws HiveException {
+            if (partial != null) {
+                SumDoubleAgg myagg = (SumDoubleAgg) agg;
+                myagg.empty = false;
+                myagg.sum += PrimitiveObjectInspectorUtils.getDouble(partial, inputOI);
+            }
+        }
+
+        @Override
+        public Object terminate(AggregationBuffer agg) throws HiveException {
+            SumDoubleAgg myagg = (SumDoubleAgg) agg;
+            if (myagg.empty) {
+                return null;
+            }
+            result.set(myagg.sum);
+            return result;
+        }
+
+    }
+
+    /**
+     * GenericUDAFSumLong.
+     */
+    public static class GenericUDAFSumLong extends GenericUDAFEvaluator {
+        private PrimitiveObjectInspector inputOI;
+        private LongWritable result;
+
+        @Override
+        public ObjectInspector init(Mode m, ObjectInspector[] parameters) throws HiveException {
+            assert (parameters.length == 1);
+            super.init(m, parameters);
+            result = new LongWritable(0);
+            inputOI = (PrimitiveObjectInspector) parameters[0];
+            return PrimitiveObjectInspectorFactory.writableLongObjectInspector;
+        }
+
+        /** class for storing double sum value. */
+        static class SumLongAgg implements SerializableBuffer {
+            boolean empty;
+            long sum;
+
+            @Override
+            public void deSerializeAggBuffer(byte[] data, int start, int len) {
+                empty = BufferSerDeUtil.getBoolean(data, start);
+                start += 1;
+                sum = BufferSerDeUtil.getLong(data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(byte[] data, int start, int len) {
+                BufferSerDeUtil.writeBoolean(empty, data, start);
+                start += 1;
+                BufferSerDeUtil.writeLong(sum, data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(DataOutput output) throws IOException {
+                output.writeBoolean(empty);
+                output.writeLong(sum);
+            }
+        }
+
+        @Override
+        public AggregationBuffer getNewAggregationBuffer() throws HiveException {
+            SumLongAgg result = new SumLongAgg();
+            reset(result);
+            return result;
+        }
+
+        @Override
+        public void reset(AggregationBuffer agg) throws HiveException {
+            SumLongAgg myagg = (SumLongAgg) agg;
+            myagg.empty = true;
+            myagg.sum = 0;
+        }
+
+        private boolean warned = false;
+
+        @Override
+        public void iterate(AggregationBuffer agg, Object[] parameters) throws HiveException {
+            assert (parameters.length == 1);
+            try {
+                merge(agg, parameters[0]);
+            } catch (NumberFormatException e) {
+                if (!warned) {
+                    warned = true;
+                    LOG.warn(getClass().getSimpleName() + " " + StringUtils.stringifyException(e));
+                }
+            }
+        }
+
+        @Override
+        public Object terminatePartial(AggregationBuffer agg) throws HiveException {
+            return terminate(agg);
+        }
+
+        @Override
+        public void merge(AggregationBuffer agg, Object partial) throws HiveException {
+            if (partial != null) {
+                SumLongAgg myagg = (SumLongAgg) agg;
+                myagg.sum += PrimitiveObjectInspectorUtils.getLong(partial, inputOI);
+                myagg.empty = false;
+            }
+        }
+
+        @Override
+        public Object terminate(AggregationBuffer agg) throws HiveException {
+            SumLongAgg myagg = (SumLongAgg) agg;
+            if (myagg.empty) {
+                return null;
+            }
+            result.set(myagg.sum);
+            return result;
+        }
+
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFVariance.java b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFVariance.java
new file mode 100644
index 0000000..e839008
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFVariance.java
@@ -0,0 +1,305 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.hadoop.hive.ql.udf.generic;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.ArrayList;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.hive.ql.exec.Description;
+import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.parse.SemanticException;
+import org.apache.hadoop.hive.serde2.io.DoubleWritable;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.io.LongWritable;
+import org.apache.hadoop.util.StringUtils;
+
+import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
+import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
+
+/**
+ * Compute the variance. This class is extended by: GenericUDAFVarianceSample
+ * GenericUDAFStd GenericUDAFStdSample
+ */
+@Description(name = "variance,var_pop", value = "_FUNC_(x) - Returns the variance of a set of numbers")
+public class GenericUDAFVariance extends AbstractGenericUDAFResolver {
+
+    static final Log LOG = LogFactory.getLog(GenericUDAFVariance.class.getName());
+
+    @Override
+    public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters) throws SemanticException {
+        if (parameters.length != 1) {
+            throw new UDFArgumentTypeException(parameters.length - 1, "Exactly one argument is expected.");
+        }
+
+        if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
+            throw new UDFArgumentTypeException(0, "Only primitive type arguments are accepted but "
+                    + parameters[0].getTypeName() + " is passed.");
+        }
+        switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
+            case BYTE:
+            case SHORT:
+            case INT:
+            case LONG:
+            case FLOAT:
+            case DOUBLE:
+            case STRING:
+                return new GenericUDAFVarianceEvaluator();
+            case BOOLEAN:
+            default:
+                throw new UDFArgumentTypeException(0, "Only numeric or string type arguments are accepted but "
+                        + parameters[0].getTypeName() + " is passed.");
+        }
+    }
+
+    /**
+     * Evaluate the variance using the algorithm described by Chan, Golub, and
+     * LeVeque in
+     * "Algorithms for computing the sample variance: analysis and recommendations"
+     * The American Statistician, 37 (1983) pp. 242--247.
+     * variance = variance1 + variance2 + n/(m*(m+n)) * pow(((m/n)*t1 - t2),2)
+     * where: - variance is sum[x-avg^2] (this is actually n times the variance)
+     * and is updated at every step. - n is the count of elements in chunk1 - m
+     * is the count of elements in chunk2 - t1 = sum of elements in chunk1, t2 =
+     * sum of elements in chunk2.
+     * This algorithm was proven to be numerically stable by J.L. Barlow in
+     * "Error analysis of a pairwise summation algorithm to compute sample variance"
+     * Numer. Math, 58 (1991) pp. 583--590
+     */
+    public static class GenericUDAFVarianceEvaluator extends GenericUDAFEvaluator {
+
+        // For PARTIAL1 and COMPLETE
+        private PrimitiveObjectInspector inputOI;
+
+        // For PARTIAL2 and FINAL
+        private StructObjectInspector soi;
+        private StructField countField;
+        private StructField sumField;
+        private StructField varianceField;
+        private LongObjectInspector countFieldOI;
+        private DoubleObjectInspector sumFieldOI;
+
+        // For PARTIAL1 and PARTIAL2
+        private Object[] partialResult;
+
+        // For FINAL and COMPLETE
+        private DoubleWritable result;
+
+        @Override
+        public ObjectInspector init(Mode m, ObjectInspector[] parameters) throws HiveException {
+            assert (parameters.length == 1);
+            super.init(m, parameters);
+
+            // init input
+            if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {
+                inputOI = (PrimitiveObjectInspector) parameters[0];
+            } else {
+                soi = (StructObjectInspector) parameters[0];
+
+                countField = soi.getStructFieldRef("count");
+                sumField = soi.getStructFieldRef("sum");
+                varianceField = soi.getStructFieldRef("variance");
+
+                countFieldOI = (LongObjectInspector) countField.getFieldObjectInspector();
+                sumFieldOI = (DoubleObjectInspector) sumField.getFieldObjectInspector();
+            }
+
+            // init output
+            if (mode == Mode.PARTIAL1 || mode == Mode.PARTIAL2) {
+                // The output of a partial aggregation is a struct containing
+                // a long count and doubles sum and variance.
+
+                ArrayList<ObjectInspector> foi = new ArrayList<ObjectInspector>();
+
+                foi.add(PrimitiveObjectInspectorFactory.writableLongObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+                foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
+
+                ArrayList<String> fname = new ArrayList<String>();
+                fname.add("count");
+                fname.add("sum");
+                fname.add("variance");
+
+                partialResult = new Object[3];
+                partialResult[0] = new LongWritable(0);
+                partialResult[1] = new DoubleWritable(0);
+                partialResult[2] = new DoubleWritable(0);
+
+                return ObjectInspectorFactory.getStandardStructObjectInspector(fname, foi);
+
+            } else {
+                setResult(new DoubleWritable(0));
+                return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
+            }
+        }
+
+        static class StdAgg implements SerializableBuffer {
+            long count; // number of elements
+            double sum; // sum of elements
+            double variance; // sum[x-avg^2] (this is actually n times the
+                             // variance)
+
+            @Override
+            public void deSerializeAggBuffer(byte[] data, int start, int len) {
+                count = BufferSerDeUtil.getLong(data, start);
+                start += 8;
+                sum = BufferSerDeUtil.getDouble(data, start);
+                start += 8;
+                variance = BufferSerDeUtil.getDouble(data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(byte[] data, int start, int len) {
+                BufferSerDeUtil.writeLong(count, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(sum, data, start);
+                start += 8;
+                BufferSerDeUtil.writeDouble(variance, data, start);
+            }
+
+            @Override
+            public void serializeAggBuffer(DataOutput output) throws IOException {
+                output.writeLong(count);
+                output.writeDouble(sum);
+                output.writeDouble(variance);
+            }
+        };
+
+        @Override
+        public AggregationBuffer getNewAggregationBuffer() throws HiveException {
+            StdAgg result = new StdAgg();
+            reset(result);
+            return result;
+        }
+
+        @Override
+        public void reset(AggregationBuffer agg) throws HiveException {
+            StdAgg myagg = (StdAgg) agg;
+            myagg.count = 0;
+            myagg.sum = 0;
+            myagg.variance = 0;
+        }
+
+        private boolean warned = false;
+
+        @Override
+        public void iterate(AggregationBuffer agg, Object[] parameters) throws HiveException {
+            assert (parameters.length == 1);
+            Object p = parameters[0];
+            if (p != null) {
+                StdAgg myagg = (StdAgg) agg;
+                try {
+                    double v = PrimitiveObjectInspectorUtils.getDouble(p, inputOI);
+                    myagg.count++;
+                    myagg.sum += v;
+                    if (myagg.count > 1) {
+                        double t = myagg.count * v - myagg.sum;
+                        myagg.variance += (t * t) / ((double) myagg.count * (myagg.count - 1));
+                    }
+                } catch (NumberFormatException e) {
+                    if (!warned) {
+                        warned = true;
+                        LOG.warn(getClass().getSimpleName() + " " + StringUtils.stringifyException(e));
+                        LOG.warn(getClass().getSimpleName() + " ignoring similar exceptions.");
+                    }
+                }
+            }
+        }
+
+        @Override
+        public Object terminatePartial(AggregationBuffer agg) throws HiveException {
+            StdAgg myagg = (StdAgg) agg;
+            ((LongWritable) partialResult[0]).set(myagg.count);
+            ((DoubleWritable) partialResult[1]).set(myagg.sum);
+            ((DoubleWritable) partialResult[2]).set(myagg.variance);
+            return partialResult;
+        }
+
+        @Override
+        public void merge(AggregationBuffer agg, Object partial) throws HiveException {
+            if (partial != null) {
+                StdAgg myagg = (StdAgg) agg;
+
+                Object partialCount = soi.getStructFieldData(partial, countField);
+                Object partialSum = soi.getStructFieldData(partial, sumField);
+                Object partialVariance = soi.getStructFieldData(partial, varianceField);
+
+                long n = myagg.count;
+                long m = countFieldOI.get(partialCount);
+
+                if (n == 0) {
+                    // Just copy the information since there is nothing so far
+                    myagg.variance = sumFieldOI.get(partialVariance);
+                    myagg.count = countFieldOI.get(partialCount);
+                    myagg.sum = sumFieldOI.get(partialSum);
+                }
+
+                if (m != 0 && n != 0) {
+                    // Merge the two partials
+
+                    double a = myagg.sum;
+                    double b = sumFieldOI.get(partialSum);
+
+                    myagg.count += m;
+                    myagg.sum += b;
+                    double t = (m / (double) n) * a - b;
+                    myagg.variance += sumFieldOI.get(partialVariance) + ((n / (double) m) / ((double) n + m)) * t * t;
+                }
+            }
+        }
+
+        @Override
+        public Object terminate(AggregationBuffer agg) throws HiveException {
+            StdAgg myagg = (StdAgg) agg;
+
+            if (myagg.count == 0) { // SQL standard - return null for zero
+                                    // elements
+                return null;
+            } else {
+                if (myagg.count > 1) {
+                    getResult().set(myagg.variance / (myagg.count));
+                } else { // for one element the variance is always 0
+                    getResult().set(0);
+                }
+                return getResult();
+            }
+        }
+
+        public void setResult(DoubleWritable result) {
+            this.result = result;
+        }
+
+        public DoubleWritable getResult() {
+            return result;
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/serde2/lazy/objectinspector/LazyObjectInspectorFactory.java b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/serde2/lazy/objectinspector/LazyObjectInspectorFactory.java
new file mode 100644
index 0000000..7920001
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/serde2/lazy/objectinspector/LazyObjectInspectorFactory.java
@@ -0,0 +1,123 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hadoop.hive.serde2.lazy.objectinspector;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.ConcurrentHashMap;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.io.Text;
+
+/**
+ * ObjectInspectorFactory is the primary way to create new ObjectInspector
+ * instances.
+ * SerDe classes should call the static functions in this library to create an
+ * ObjectInspector to return to the caller of SerDe2.getObjectInspector().
+ * The reason of having caches here is that ObjectInspectors do not have an
+ * internal state - so ObjectInspectors with the same construction parameters
+ * should result in exactly the same ObjectInspector.
+ */
+public final class LazyObjectInspectorFactory {
+
+    static ConcurrentHashMap<ArrayList<Object>, LazySimpleStructObjectInspector> cachedLazySimpleStructObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazySimpleStructObjectInspector>();
+
+    public static LazySimpleStructObjectInspector getLazySimpleStructObjectInspector(List<String> structFieldNames,
+            List<ObjectInspector> structFieldObjectInspectors, byte separator, Text nullSequence,
+            boolean lastColumnTakesRest, boolean escaped, byte escapeChar) {
+        ArrayList<Object> signature = new ArrayList<Object>();
+        signature.add(structFieldNames);
+        signature.add(structFieldObjectInspectors);
+        signature.add(Byte.valueOf(separator));
+        signature.add(nullSequence.toString());
+        signature.add(Boolean.valueOf(lastColumnTakesRest));
+        signature.add(Boolean.valueOf(escaped));
+        signature.add(Byte.valueOf(escapeChar));
+        LazySimpleStructObjectInspector result = cachedLazySimpleStructObjectInspector.get(signature);
+        if (result == null) {
+            result = new LazySimpleStructObjectInspector(structFieldNames, structFieldObjectInspectors, separator,
+                    nullSequence, lastColumnTakesRest, escaped, escapeChar);
+            cachedLazySimpleStructObjectInspector.put(signature, result);
+        }
+        return result;
+    }
+
+    static ConcurrentHashMap<ArrayList<Object>, LazyListObjectInspector> cachedLazySimpleListObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyListObjectInspector>();
+
+    public static LazyListObjectInspector getLazySimpleListObjectInspector(ObjectInspector listElementObjectInspector,
+            byte separator, Text nullSequence, boolean escaped, byte escapeChar) {
+        ArrayList<Object> signature = new ArrayList<Object>();
+        signature.add(listElementObjectInspector);
+        signature.add(Byte.valueOf(separator));
+        signature.add(nullSequence.toString());
+        signature.add(Boolean.valueOf(escaped));
+        signature.add(Byte.valueOf(escapeChar));
+        LazyListObjectInspector result = cachedLazySimpleListObjectInspector.get(signature);
+        if (result == null) {
+            result = new LazyListObjectInspector(listElementObjectInspector, separator, nullSequence, escaped,
+                    escapeChar);
+            cachedLazySimpleListObjectInspector.put(signature, result);
+        }
+        return result;
+    }
+
+    static ConcurrentHashMap<ArrayList<Object>, LazyMapObjectInspector> cachedLazySimpleMapObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyMapObjectInspector>();
+
+    public static LazyMapObjectInspector getLazySimpleMapObjectInspector(ObjectInspector mapKeyObjectInspector,
+            ObjectInspector mapValueObjectInspector, byte itemSeparator, byte keyValueSeparator, Text nullSequence,
+            boolean escaped, byte escapeChar) {
+        ArrayList<Object> signature = new ArrayList<Object>();
+        signature.add(mapKeyObjectInspector);
+        signature.add(mapValueObjectInspector);
+        signature.add(Byte.valueOf(itemSeparator));
+        signature.add(Byte.valueOf(keyValueSeparator));
+        signature.add(nullSequence.toString());
+        signature.add(Boolean.valueOf(escaped));
+        signature.add(Byte.valueOf(escapeChar));
+        LazyMapObjectInspector result = cachedLazySimpleMapObjectInspector.get(signature);
+        if (result == null) {
+            result = new LazyMapObjectInspector(mapKeyObjectInspector, mapValueObjectInspector, itemSeparator,
+                    keyValueSeparator, nullSequence, escaped, escapeChar);
+            cachedLazySimpleMapObjectInspector.put(signature, result);
+        }
+        return result;
+    }
+
+    static ConcurrentHashMap<List<Object>, LazyUnionObjectInspector> cachedLazyUnionObjectInspector = new ConcurrentHashMap<List<Object>, LazyUnionObjectInspector>();
+
+    public static LazyUnionObjectInspector getLazyUnionObjectInspector(List<ObjectInspector> ois, byte separator,
+            Text nullSequence, boolean escaped, byte escapeChar) {
+        List<Object> signature = new ArrayList<Object>();
+        signature.add(ois);
+        signature.add(Byte.valueOf(separator));
+        signature.add(nullSequence.toString());
+        signature.add(Boolean.valueOf(escaped));
+        signature.add(Byte.valueOf(escapeChar));
+        LazyUnionObjectInspector result = cachedLazyUnionObjectInspector.get(signature);
+        if (result == null) {
+            result = new LazyUnionObjectInspector(ois, separator, nullSequence, escaped, escapeChar);
+            cachedLazyUnionObjectInspector.put(signature, result);
+        }
+        return result;
+    }
+
+    private LazyObjectInspectorFactory() {
+        // prevent instantiation
+    }
+}
\ No newline at end of file
diff --git a/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/serde2/typeinfo/TypeInfoFactory.java b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/serde2/typeinfo/TypeInfoFactory.java
new file mode 100644
index 0000000..95b999e
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/java/org/apache/hadoop/hive/serde2/typeinfo/TypeInfoFactory.java
@@ -0,0 +1,128 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hadoop.hive.serde2.typeinfo;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.ConcurrentHashMap;
+
+import org.apache.hadoop.hive.serde.Constants;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+
+/**
+ * TypeInfoFactory can be used to create the TypeInfo object for any types.
+ * TypeInfo objects are all read-only so we can reuse them easily.
+ * TypeInfoFactory has internal cache to make sure we don't create 2 TypeInfo
+ * objects that represents the same type.
+ */
+public final class TypeInfoFactory {
+
+    static ConcurrentHashMap<String, TypeInfo> cachedPrimitiveTypeInfo = new ConcurrentHashMap<String, TypeInfo>();
+
+    private TypeInfoFactory() {
+        // prevent instantiation
+    }
+
+    public static TypeInfo getPrimitiveTypeInfo(String typeName) {
+        if (null == PrimitiveObjectInspectorUtils.getTypeEntryFromTypeName(typeName)) {
+            throw new RuntimeException("Cannot getPrimitiveTypeInfo for " + typeName);
+        }
+        TypeInfo result = cachedPrimitiveTypeInfo.get(typeName);
+        if (result == null) {
+            result = new PrimitiveTypeInfo(typeName);
+            cachedPrimitiveTypeInfo.put(typeName, result);
+        }
+        return result;
+    }
+
+    public static final TypeInfo voidTypeInfo = getPrimitiveTypeInfo(Constants.VOID_TYPE_NAME);
+    public static final TypeInfo booleanTypeInfo = getPrimitiveTypeInfo(Constants.BOOLEAN_TYPE_NAME);
+    public static final TypeInfo intTypeInfo = getPrimitiveTypeInfo(Constants.INT_TYPE_NAME);
+    public static final TypeInfo longTypeInfo = getPrimitiveTypeInfo(Constants.BIGINT_TYPE_NAME);
+    public static final TypeInfo stringTypeInfo = getPrimitiveTypeInfo(Constants.STRING_TYPE_NAME);
+    public static final TypeInfo floatTypeInfo = getPrimitiveTypeInfo(Constants.FLOAT_TYPE_NAME);
+    public static final TypeInfo doubleTypeInfo = getPrimitiveTypeInfo(Constants.DOUBLE_TYPE_NAME);
+    public static final TypeInfo byteTypeInfo = getPrimitiveTypeInfo(Constants.TINYINT_TYPE_NAME);
+    public static final TypeInfo shortTypeInfo = getPrimitiveTypeInfo(Constants.SMALLINT_TYPE_NAME);
+
+    public static final TypeInfo unknownTypeInfo = getPrimitiveTypeInfo("unknown");
+
+    public static TypeInfo getPrimitiveTypeInfoFromPrimitiveWritable(Class<?> clazz) {
+        String typeName = PrimitiveObjectInspectorUtils.getTypeNameFromPrimitiveWritable(clazz);
+        if (typeName == null) {
+            throw new RuntimeException("Internal error: Cannot get typeName for " + clazz);
+        }
+        return getPrimitiveTypeInfo(typeName);
+    }
+
+    public static TypeInfo getPrimitiveTypeInfoFromJavaPrimitive(Class<?> clazz) {
+        return getPrimitiveTypeInfo(PrimitiveObjectInspectorUtils.getTypeNameFromPrimitiveJava(clazz));
+    }
+
+    static ConcurrentHashMap<ArrayList<List<?>>, TypeInfo> cachedStructTypeInfo = new ConcurrentHashMap<ArrayList<List<?>>, TypeInfo>();
+
+    public static TypeInfo getStructTypeInfo(List<String> names, List<TypeInfo> typeInfos) {
+        ArrayList<List<?>> signature = new ArrayList<List<?>>(2);
+        signature.add(names);
+        signature.add(typeInfos);
+        TypeInfo result = cachedStructTypeInfo.get(signature);
+        if (result == null) {
+            result = new StructTypeInfo(names, typeInfos);
+            cachedStructTypeInfo.put(signature, result);
+        }
+        return result;
+    }
+
+    static ConcurrentHashMap<List<?>, TypeInfo> cachedUnionTypeInfo = new ConcurrentHashMap<List<?>, TypeInfo>();
+
+    public static TypeInfo getUnionTypeInfo(List<TypeInfo> typeInfos) {
+        TypeInfo result = cachedUnionTypeInfo.get(typeInfos);
+        if (result == null) {
+            result = new UnionTypeInfo(typeInfos);
+            cachedUnionTypeInfo.put(typeInfos, result);
+        }
+        return result;
+    }
+
+    static ConcurrentHashMap<TypeInfo, TypeInfo> cachedListTypeInfo = new ConcurrentHashMap<TypeInfo, TypeInfo>();
+
+    public static TypeInfo getListTypeInfo(TypeInfo elementTypeInfo) {
+        TypeInfo result = cachedListTypeInfo.get(elementTypeInfo);
+        if (result == null) {
+            result = new ListTypeInfo(elementTypeInfo);
+            cachedListTypeInfo.put(elementTypeInfo, result);
+        }
+        return result;
+    }
+
+    static ConcurrentHashMap<ArrayList<TypeInfo>, TypeInfo> cachedMapTypeInfo = new ConcurrentHashMap<ArrayList<TypeInfo>, TypeInfo>();
+
+    public static TypeInfo getMapTypeInfo(TypeInfo keyTypeInfo, TypeInfo valueTypeInfo) {
+        ArrayList<TypeInfo> signature = new ArrayList<TypeInfo>(2);
+        signature.add(keyTypeInfo);
+        signature.add(valueTypeInfo);
+        TypeInfo result = cachedMapTypeInfo.get(signature);
+        if (result == null) {
+            result = new MapTypeInfo(keyTypeInfo, valueTypeInfo);
+            cachedMapTypeInfo.put(signature, result);
+        }
+        return result;
+    };
+
+}
\ No newline at end of file
diff --git a/hivesterix/hivesterix-dist/src/main/resources/conf/cluster.properties b/hivesterix/hivesterix-dist/src/main/resources/conf/cluster.properties
new file mode 100644
index 0000000..2d2401a
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/conf/cluster.properties
@@ -0,0 +1,37 @@
+#The CC port for Hyracks clients
+CC_CLIENTPORT=3099
+
+#The CC port for Hyracks cluster management
+CC_CLUSTERPORT=1099
+
+#The directory of hyracks binaries
+HYRACKS_HOME=../../../../hyracks
+
+#The tmp directory for cc to install jars
+CCTMP_DIR=/tmp/t1
+
+#The tmp directory for nc to install jars
+NCTMP_DIR=/tmp/t2
+
+#The directory to put cc logs
+CCLOGS_DIR=$CCTMP_DIR/logs
+
+#The directory to put nc logs
+NCLOGS_DIR=$NCTMP_DIR/logs
+
+#Comma separated I/O directories for the spilling of external sort
+IO_DIRS="/tmp/t3,/tmp/t4"
+
+#The JAVA_HOME
+JAVA_HOME=$JAVA_HOME
+
+#The frame size of the internal dataflow engine
+FRAME_SIZE=65536
+
+#CC JAVA_OPTS
+CCJAVA_OPTS="-Xdebug -Xrunjdwp:transport=dt_socket,address=7001,server=y,suspend=n -Xmx1g -Djava.util.logging.config.file=logging.properties"
+# Yourkit option: -agentpath:/grid/0/dev/vborkar/tools/yjp-10.0.4/bin/linux-x86-64/libyjpagent.so=port=20001"
+
+#NC JAVA_OPTS
+NCJAVA_OPTS="-Xdebug -Xrunjdwp:transport=dt_socket,address=7002,server=y,suspend=n -Xmx1g -Djava.util.logging.config.file=logging.properties"
+
diff --git a/hivesterix/conf/configuration.xsl b/hivesterix/hivesterix-dist/src/main/resources/conf/configuration.xsl
similarity index 100%
copy from hivesterix/conf/configuration.xsl
copy to hivesterix/hivesterix-dist/src/main/resources/conf/configuration.xsl
diff --git a/hivesterix/hivesterix-dist/src/main/resources/conf/debugnc.properties b/hivesterix/hivesterix-dist/src/main/resources/conf/debugnc.properties
new file mode 100755
index 0000000..27afa26
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/conf/debugnc.properties
@@ -0,0 +1,12 @@
+#The tmp directory for nc to install jars
+NCTMP_DIR2=/tmp/t-1
+
+#The directory to put nc logs
+NCLOGS_DIR2=$NCTMP_DIR/logs
+
+#Comma separated I/O directories for the spilling of external sort
+IO_DIRS2="/tmp/t-2,/tmp/t-3"
+
+#NC JAVA_OPTS
+NCJAVA_OPTS2="-Xdebug -Xrunjdwp:transport=dt_socket,address=7003,server=y,suspend=n -Xmx1g -Djava.util.logging.config.file=logging.properties"
+
diff --git a/hivesterix/hivesterix-dist/src/main/resources/conf/hive-default.xml b/hivesterix/hivesterix-dist/src/main/resources/conf/hive-default.xml
new file mode 100644
index 0000000..587eede
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/conf/hive-default.xml
@@ -0,0 +1,758 @@
+<?xml version="1.0"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+
+<configuration>
+
+	<!-- Hive Configuration can either be stored in this file or in the hadoop 
+		configuration files -->
+	<!-- that are implied by Hadoop setup variables. -->
+	<!-- Aside from Hadoop setup variables - this file is provided as a convenience 
+		so that Hive -->
+	<!-- users do not have to edit hadoop configuration files (that may be managed 
+		as a centralized -->
+	<!-- resource). -->
+
+	<!-- Hive Execution Parameters -->
+	<property>
+		<name>mapred.reduce.tasks</name>
+		<value>-1</value>
+		<description>The default number of reduce tasks per job. Typically set
+			to a prime close to the number of available hosts. Ignored when
+			mapred.job.tracker is "local". Hadoop set this to 1 by default,
+			whereas hive uses -1 as its default value.
+			By setting this property to -1, Hive will automatically figure out what
+			should be the number of reducers.
+  </description>
+
+        <property>
+		<name>hive.hyracks.connectorpolicy</name>
+		<value>PIPELINING</value>
+        </property>
+
+	<property>
+		<name>hive.hyracks.parrallelism</name>
+		<value>4</value>
+	</property>
+
+	<property>
+		<name>hive.algebricks.groupby.external</name>
+		<value>true</value>
+	</property>
+	
+	<property>
+		<name>hive.algebricks.groupby.external.memory</name>
+		<value>33554432</value>
+	</property>
+	
+	<property>
+		<name>hive.algebricks.sort.memory</name>
+		<value>33554432</value>
+	</property>
+
+	<property>
+		<name>hive.exec.reducers.bytes.per.reducer</name>
+		<value>1000000000</value>
+		<description>size per reducer.The default is 1G, i.e if the input size
+			is 10G, it will use 10 reducers.</description>
+	</property>
+
+	<property>
+		<name>hive.exec.reducers.max</name>
+		<value>999</value>
+		<description>max number of reducers will be used. If the one
+			specified in the configuration parameter mapred.reduce.tasks is
+			negative, hive will use this one as the max number of reducers when
+			automatically determine number of reducers.</description>
+	</property>
+
+	<property>
+		<name>hive.exec.scratchdir</name>
+		<value>/hive-${user.name}</value>
+		<description>Scratch space for Hive jobs</description>
+	</property>
+
+	<property>
+		<name>hive.test.mode</name>
+		<value>false</value>
+		<description>whether hive is running in test mode. If yes, it turns on
+			sampling and prefixes the output tablename</description>
+	</property>
+
+	<property>
+		<name>hive.test.mode.prefix</name>
+		<value>test_</value>
+		<description>if hive is running in test mode, prefixes the output
+			table by this string</description>
+	</property>
+
+	<!-- If the input table is not bucketed, the denominator of the tablesample 
+		is determinied by the parameter below -->
+	<!-- For example, the following query: -->
+	<!-- INSERT OVERWRITE TABLE dest -->
+	<!-- SELECT col1 from src -->
+	<!-- would be converted to -->
+	<!-- INSERT OVERWRITE TABLE test_dest -->
+	<!-- SELECT col1 from src TABLESAMPLE (BUCKET 1 out of 32 on rand(1)) -->
+	<property>
+		<name>hive.test.mode.samplefreq</name>
+		<value>32</value>
+		<description>if hive is running in test mode and table is not
+			bucketed, sampling frequency</description>
+	</property>
+
+	<property>
+		<name>hive.test.mode.nosamplelist</name>
+		<value></value>
+		<description>if hive is running in test mode, dont sample the above
+			comma seperated list of tables</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.local</name>
+		<value>true</value>
+		<description>controls whether to connect to remove metastore server or
+			open a new metastore server in Hive Client JVM</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.ConnectionURL</name>
+		<value>jdbc:derby:;databaseName=metastore_db;create=true</value>
+		<description>JDBC connect string for a JDBC metastore</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.ConnectionDriverName</name>
+		<value>org.apache.derby.jdbc.EmbeddedDriver</value>
+		<description>Driver class name for a JDBC metastore</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.PersistenceManagerFactoryClass</name>
+		<value>org.datanucleus.jdo.JDOPersistenceManagerFactory</value>
+		<description>class implementing the jdo persistence</description>
+	</property>
+
+	<property>
+		<name>datanucleus.connectionPoolingType</name>
+		<value>DBCP</value>
+		<description>Uses a DBCP connection pool for JDBC metastore
+		</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.DetachAllOnCommit</name>
+		<value>true</value>
+		<description>detaches all objects from session so that they can be
+			used after transaction is committed</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.NonTransactionalRead</name>
+		<value>true</value>
+		<description>reads outside of transactions</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.ConnectionUserName</name>
+		<value>APP</value>
+		<description>username to use against metastore database</description>
+	</property>
+
+	<property>
+		<name>javax.jdo.option.ConnectionPassword</name>
+		<value>mine</value>
+		<description>password to use against metastore database</description>
+	</property>
+
+	<property>
+		<name>datanucleus.validateTables</name>
+		<value>false</value>
+		<description>validates existing schema against code. turn this on if
+			you want to verify existing schema </description>
+	</property>
+
+	<property>
+		<name>datanucleus.validateColumns</name>
+		<value>false</value>
+		<description>validates existing schema against code. turn this on if
+			you want to verify existing schema </description>
+	</property>
+
+	<property>
+		<name>datanucleus.validateConstraints</name>
+		<value>false</value>
+		<description>validates existing schema against code. turn this on if
+			you want to verify existing schema </description>
+	</property>
+
+	<property>
+		<name>datanucleus.storeManagerType</name>
+		<value>rdbms</value>
+		<description>metadata store type</description>
+	</property>
+
+	<property>
+		<name>datanucleus.autoCreateSchema</name>
+		<value>true</value>
+		<description>creates necessary schema on a startup if one doesn't
+			exist. set this to false, after creating it once</description>
+	</property>
+
+	<property>
+		<name>datanucleus.autoStartMechanismMode</name>
+		<value>checked</value>
+		<description>throw exception if metadata tables are incorrect
+		</description>
+	</property>
+
+	<property>
+		<name>datanucleus.transactionIsolation</name>
+		<value>read-committed</value>
+		<description>Default transaction isolation level for identity
+			generation. </description>
+	</property>
+
+	<property>
+		<name>datanucleus.cache.level2</name>
+		<value>false</value>
+		<description>Use a level 2 cache. Turn this off if metadata is changed
+			independently of hive metastore server</description>
+	</property>
+
+	<property>
+		<name>datanucleus.cache.level2.type</name>
+		<value>SOFT</value>
+		<description>SOFT=soft reference based cache, WEAK=weak reference
+			based cache.</description>
+	</property>
+
+	<property>
+		<name>datanucleus.identifierFactory</name>
+		<value>datanucleus</value>
+		<description>Name of the identifier factory to use when generating
+			table/column names etc. 'datanucleus' is used for backward
+			compatibility</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.warehouse.dir</name>
+		<value>/user/hivesterix</value>
+		<description>location of default database for the warehouse
+		</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.connect.retries</name>
+		<value>5</value>
+		<description>Number of retries while opening a connection to metastore
+		</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.rawstore.impl</name>
+		<value>org.apache.hadoop.hive.metastore.ObjectStore</value>
+		<description>Name of the class that implements
+			org.apache.hadoop.hive.metastore.rawstore interface. This class is
+			used to store and retrieval of raw metadata objects such as table,
+			database</description>
+	</property>
+
+	<property>
+		<name>hive.default.fileformat</name>
+		<value>TextFile</value>
+		<description>Default file format for CREATE TABLE statement. Options
+			are TextFile and SequenceFile. Users can explicitly say CREATE TABLE
+			... STORED AS &lt;TEXTFILE|SEQUENCEFILE&gt; to override</description>
+	</property>
+
+	<property>
+		<name>hive.fileformat.check</name>
+		<value>true</value>
+		<description>Whether to check file format or not when loading data
+			files</description>
+	</property>
+
+	<property>
+		<name>hive.map.aggr</name>
+		<value>true</value>
+		<description>Whether to use map-side aggregation in Hive Group By
+			queries</description>
+	</property>
+
+	<property>
+		<name>hive.groupby.skewindata</name>
+		<value>false</value>
+		<description>Whether there is skew in data to optimize group by
+			queries</description>
+	</property>
+
+	<property>
+		<name>hive.groupby.mapaggr.checkinterval</name>
+		<value>100000</value>
+		<description>Number of rows after which size of the grouping
+			keys/aggregation classes is performed</description>
+	</property>
+
+	<property>
+		<name>hive.mapred.local.mem</name>
+		<value>0</value>
+		<description>For local mode, memory of the mappers/reducers
+		</description>
+	</property>
+
+	<property>
+		<name>hive.map.aggr.hash.percentmemory</name>
+		<value>0.5</value>
+		<description>Portion of total memory to be used by map-side grup
+			aggregation hash table</description>
+	</property>
+
+	<property>
+		<name>hive.map.aggr.hash.min.reduction</name>
+		<value>0.5</value>
+		<description>Hash aggregation will be turned off if the ratio between
+			hash
+			table size and input rows is bigger than this number. Set to 1 to make
+			sure
+			hash aggregation is never turned off.</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.cp</name>
+		<value>true</value>
+		<description>Whether to enable column pruner</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.ppd</name>
+		<value>true</value>
+		<description>Whether to enable predicate pushdown</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.pruner</name>
+		<value>true</value>
+		<description>Whether to enable the new partition pruner which depends
+			on predicate pushdown. If this is disabled,
+			the old partition pruner which is based on AST will be enabled.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.groupby</name>
+		<value>true</value>
+		<description>Whether to enable the bucketed group by from bucketed
+			partitions/tables.</description>
+	</property>
+
+	<property>
+		<name>hive.join.emit.interval</name>
+		<value>1000</value>
+		<description>How many rows in the right-most join operand Hive should
+			buffer before emitting the join result. </description>
+	</property>
+
+	<property>
+		<name>hive.join.cache.size</name>
+		<value>25000</value>
+		<description>How many rows in the joining tables (except the streaming
+			table) should be cached in memory. </description>
+	</property>
+
+	<property>
+		<name>hive.mapjoin.bucket.cache.size</name>
+		<value>100</value>
+		<description>How many values in each keys in the map-joined table
+			should be cached in memory. </description>
+	</property>
+
+	<property>
+		<name>hive.mapjoin.maxsize</name>
+		<value>100000</value>
+		<description>Maximum # of rows of the small table that can be handled
+			by map-side join. If the size is reached and hive.task.progress is
+			set, a fatal error counter is set and the job will be killed.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.mapjoin.cache.numrows</name>
+		<value>25000</value>
+		<description>How many rows should be cached by jdbm for map join.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.skewjoin</name>
+		<value>false</value>
+		<description>Whether to enable skew join optimization. </description>
+	</property>
+
+	<property>
+		<name>hive.skewjoin.key</name>
+		<value>100000</value>
+		<description>Determine if we get a skew key in join. If we see more
+			than the specified number of rows with the same key in join operator,
+			we think the key as a skew join key. </description>
+	</property>
+
+	<property>
+		<name>hive.skewjoin.mapjoin.map.tasks</name>
+		<value>10000</value>
+		<description> Determine the number of map task used in the follow up
+			map join job
+			for a skew join. It should be used together with
+			hive.skewjoin.mapjoin.min.split
+			to perform a fine grained control.</description>
+	</property>
+
+	<property>
+		<name>hive.skewjoin.mapjoin.min.split</name>
+		<value>33554432</value>
+		<description> Determine the number of map task at most used in the
+			follow up map join job
+			for a skew join by specifying the minimum split size. It should be used
+			together with
+			hive.skewjoin.mapjoin.map.tasks to perform a fine grained control.</description>
+	</property>
+
+	<property>
+		<name>hive.mapred.mode</name>
+		<value>nonstrict</value>
+		<description>The mode in which the hive operations are being
+			performed. In strict mode, some risky queries are not allowed to run
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.script.maxerrsize</name>
+		<value>100000</value>
+		<description>Maximum number of bytes a script is allowed to emit to
+			standard error (per map-reduce task). This prevents runaway scripts
+			from filling logs partitions to capacity </description>
+	</property>
+
+	<property>
+		<name>hive.exec.script.allow.partial.consumption</name>
+		<value>false</value>
+		<description> When enabled, this option allows a user script to exit
+			successfully without consuming all the data from the standard input.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.script.operator.id.env.var</name>
+		<value>HIVE_SCRIPT_OPERATOR_ID</value>
+		<description> Name of the environment variable that holds the unique
+			script operator ID in the user's transform function (the custom
+			mapper/reducer that the user has specified in the query)
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.compress.output</name>
+		<value>false</value>
+		<description> This controls whether the final outputs of a query (to a
+			local/hdfs file or a hive table) is compressed. The compression codec
+			and other options are determined from hadoop config variables
+			mapred.output.compress* </description>
+	</property>
+
+	<property>
+		<name>hive.exec.compress.intermediate</name>
+		<value>false</value>
+		<description> This controls whether intermediate files produced by
+			hive between multiple map-reduce jobs are compressed. The compression
+			codec and other options are determined from hadoop config variables
+			mapred.output.compress* </description>
+	</property>
+
+	<property>
+		<name>hive.exec.parallel</name>
+		<value>false</value>
+		<description>Whether to execute jobs in parallel</description>
+	</property>
+
+	<property>
+		<name>hive.exec.parallel.thread.number</name>
+		<value>8</value>
+		<description>How many jobs at most can be executed in parallel
+		</description>
+	</property>
+
+	<property>
+		<name>hive.hwi.war.file</name>
+		<value>lib\hive-hwi-0.7.0.war</value>
+		<description>This sets the path to the HWI war file, relative to
+			${HIVE_HOME}. </description>
+	</property>
+
+	<property>
+		<name>hive.hwi.listen.host</name>
+		<value>0.0.0.0</value>
+		<description>This is the host address the Hive Web Interface will
+			listen on</description>
+	</property>
+
+	<property>
+		<name>hive.hwi.listen.port</name>
+		<value>9999</value>
+		<description>This is the port the Hive Web Interface will listen on
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.pre.hooks</name>
+		<value></value>
+		<description>Pre Execute Hook for Tests</description>
+	</property>
+
+	<property>
+		<name>hive.merge.mapfiles</name>
+		<value>true</value>
+		<description>Merge small files at the end of a map-only job
+		</description>
+	</property>
+
+	<property>
+		<name>hive.merge.mapredfiles</name>
+		<value>false</value>
+		<description>Merge small files at the end of a map-reduce job
+		</description>
+	</property>
+
+	<property>
+		<name>hive.heartbeat.interval</name>
+		<value>1000</value>
+		<description>Send a heartbeat after this interval - used by mapjoin
+			and filter operators</description>
+	</property>
+
+	<property>
+		<name>hive.merge.size.per.task</name>
+		<value>256000000</value>
+		<description>Size of merged files at the end of the job</description>
+	</property>
+
+	<property>
+		<name>hive.merge.size.smallfiles.avgsize</name>
+		<value>16000000</value>
+		<description>When the average output file size of a job is less than
+			this number, Hive will start an additional map-reduce job to merge
+			the output files into bigger files. This is only done for map-only
+			jobs if hive.merge.mapfiles is true, and for map-reduce jobs if
+			hive.merge.mapredfiles is true.</description>
+	</property>
+
+	<property>
+		<name>hive.script.auto.progress</name>
+		<value>false</value>
+		<description>Whether Hive Tranform/Map/Reduce Clause should
+			automatically send progress information to TaskTracker to avoid the
+			task getting killed because of inactivity. Hive sends progress
+			information when the script is outputting to stderr. This option
+			removes the need of periodically producing stderr messages, but users
+			should be cautious because this may prevent infinite loops in the
+			scripts to be killed by TaskTracker.  </description>
+	</property>
+
+	<property>
+		<name>hive.script.serde</name>
+		<value>org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe</value>
+		<description>The default serde for trasmitting input data to and
+			reading output data from the user scripts. </description>
+	</property>
+
+	<property>
+		<name>hive.script.recordreader</name>
+		<value>org.apache.hadoop.hive.ql.exec.TextRecordReader</value>
+		<description>The default record reader for reading data from the user
+			scripts. </description>
+	</property>
+
+	<property>
+		<name>hive.script.recordwriter</name>
+		<value>org.apache.hadoop.hive.ql.exec.TextRecordWriter</value>
+		<description>The default record writer for writing data to the user
+			scripts. </description>
+	</property>
+
+	<property>
+		<name>hive.input.format</name>
+		<value>org.apache.hadoop.hive.ql.io.HiveInputFormat</value>
+		<description>The default input format, if it is not specified, the
+			system assigns it. It is set to HiveInputFormat for hadoop versions
+			17, 18 and 19, whereas it is set to CombinedHiveInputFormat for
+			hadoop 20. The user can always overwrite it - if there is a bug in
+			CombinedHiveInputFormat, it can always be manually set to
+			HiveInputFormat. </description>
+	</property>
+
+	<property>
+		<name>hive.udtf.auto.progress</name>
+		<value>false</value>
+		<description>Whether Hive should automatically send progress
+			information to TaskTracker when using UDTF's to prevent the task
+			getting killed because of inactivity. Users should be cautious
+			because this may prevent TaskTracker from killing tasks with infinte
+			loops.  </description>
+	</property>
+
+	<property>
+		<name>hive.mapred.reduce.tasks.speculative.execution</name>
+		<value>true</value>
+		<description>Whether speculative execution for reducers should be
+			turned on. </description>
+	</property>
+
+	<property>
+		<name>hive.exec.counters.pull.interval</name>
+		<value>1000</value>
+		<description>The interval with which to poll the JobTracker for the
+			counters the running job. The smaller it is the more load there will
+			be on the jobtracker, the higher it is the less granular the caught
+			will be.</description>
+	</property>
+
+	<property>
+		<name>hive.enforce.bucketing</name>
+		<value>false</value>
+		<description>Whether bucketing is enforced. If true, while inserting
+			into the table, bucketing is enforced. </description>
+	</property>
+
+	<property>
+		<name>hive.enforce.sorting</name>
+		<value>false</value>
+		<description>Whether sorting is enforced. If true, while inserting
+			into the table, sorting is enforced. </description>
+	</property>
+
+	<property>
+		<name>hive.metastore.ds.connection.url.hook</name>
+		<value></value>
+		<description>Name of the hook to use for retriving the JDO connection
+			URL. If empty, the value in javax.jdo.option.ConnectionURL is used
+		</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.ds.retry.attempts</name>
+		<value>1</value>
+		<description>The number of times to retry a metastore call if there
+			were a connection error</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.ds.retry.interval</name>
+		<value>1000</value>
+		<description>The number of miliseconds between metastore retry
+			attempts</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.server.min.threads</name>
+		<value>200</value>
+		<description>Minimum number of worker threads in the Thrift server's
+			pool.</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.server.max.threads</name>
+		<value>100000</value>
+		<description>Maximum number of worker threads in the Thrift server's
+			pool.</description>
+	</property>
+
+	<property>
+		<name>hive.metastore.server.tcp.keepalive</name>
+		<value>true</value>
+		<description>Whether to enable TCP keepalive for the metastore server.
+			Keepalive will prevent accumulation of half-open connections.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.optimize.reducededuplication</name>
+		<value>true</value>
+		<description>Remove extra map-reduce jobs if the data is already
+			clustered by the same key which needs to be used again. This should
+			always be set to true. Since it is a new feature, it has been made
+			configurable.</description>
+	</property>
+
+	<property>
+		<name>hive.exec.dynamic.partition</name>
+		<value>false</value>
+		<description>Whether or not to allow dynamic partitions in DML/DDL.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.dynamic.partition.mode</name>
+		<value>strict</value>
+		<description>In strict mode, the user must specify at least one static
+			partition in case the user accidentally overwrites all partitions.
+		</description>
+	</property>
+
+	<property>
+		<name>hive.exec.max.dynamic.partitions</name>
+		<value>1000</value>
+		<description>Maximum number of dynamic partitions allowed to be
+			created in total.</description>
+	</property>
+
+	<property>
+		<name>hive.exec.max.dynamic.partitions.pernode</name>
+		<value>100</value>
+		<description>Maximum number of dynamic partitions allowed to be
+			created in each mapper/reducer node.</description>
+	</property>
+
+	<property>
+		<name>hive.default.partition.name</name>
+		<value>__HIVE_DEFAULT_PARTITION__</value>
+		<description>The default partition name in case the dynamic partition
+			column value is null/empty string or anyother values that cannot be
+			escaped. This value must not contain any special character used in
+			HDFS URI (e.g., ':', '%', '/' etc). The user has to be aware that the
+			dynamic partition value should not contain this value to avoid
+			confusions.</description>
+	</property>
+
+	<property>
+		<name>fs.har.impl</name>
+		<value>org.apache.hadoop.hive.shims.HiveHarFileSystem</value>
+		<description>The implementation for accessing Hadoop Archives. Note
+			that this won't be applicable to Hadoop vers less than 0.20
+		</description>
+	</property>
+
+	<property>
+		<name>hive.archive.enabled</name>
+		<value>false</value>
+		<description>Whether archiving operations are permitted</description>
+	</property>
+
+	<property>
+		<name>hive.archive.har.parentdir.settable</name>
+		<value>false</value>
+		<description>In new Hadoop versions, the parent directory must be set
+			while
+			creating a HAR. Because this functionality is hard to detect with just
+			version
+			numbers, this conf var needs to be set manually.</description>
+	</property>
+
+	<!-- HBase Storage Handler Parameters -->
+
+	<property>
+		<name>hive.hbase.wal.enabled</name>
+		<value>true</value>
+		<description>Whether writes to HBase should be forced to the
+			write-ahead log. Disabling this improves HBase write performance at
+			the risk of lost writes in case of a crash.</description>
+	</property>
+
+</configuration>
diff --git a/hivesterix/conf/hive-log4j.properties b/hivesterix/hivesterix-dist/src/main/resources/conf/hive-log4j.properties
similarity index 100%
copy from hivesterix/conf/hive-log4j.properties
copy to hivesterix/hivesterix-dist/src/main/resources/conf/hive-log4j.properties
diff --git a/hivesterix/hivesterix-dist/src/main/resources/conf/master b/hivesterix/hivesterix-dist/src/main/resources/conf/master
new file mode 100644
index 0000000..2fbb50c
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/conf/master
@@ -0,0 +1 @@
+localhost
diff --git a/hivesterix/hivesterix-dist/src/main/resources/conf/slaves b/hivesterix/hivesterix-dist/src/main/resources/conf/slaves
new file mode 100644
index 0000000..2fbb50c
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/conf/slaves
@@ -0,0 +1 @@
+localhost
diff --git a/hivesterix/hivesterix-dist/src/main/resources/conf/topology-template.xml b/hivesterix/hivesterix-dist/src/main/resources/conf/topology-template.xml
new file mode 100755
index 0000000..4710706
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/conf/topology-template.xml
@@ -0,0 +1,7 @@
+<cluster-topology>
+    <network-switch name="Global">
+        <network-switch name="local">
+            <terminal name="127.0.0.1"/>
+        </network-switch>
+    </network-switch>
+</cluster-topology>
\ No newline at end of file
diff --git a/hivesterix/resource/bin/ext/cli.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/ext/cli.sh
similarity index 100%
copy from hivesterix/resource/bin/ext/cli.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/ext/cli.sh
diff --git a/hivesterix/resource/bin/ext/help.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/ext/help.sh
similarity index 100%
copy from hivesterix/resource/bin/ext/help.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/ext/help.sh
diff --git a/hivesterix/resource/bin/ext/hiveserver.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/ext/hiveserver.sh
similarity index 100%
copy from hivesterix/resource/bin/ext/hiveserver.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/ext/hiveserver.sh
diff --git a/hivesterix/resource/bin/ext/hwi.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/ext/hwi.sh
similarity index 100%
copy from hivesterix/resource/bin/ext/hwi.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/ext/hwi.sh
diff --git a/hivesterix/resource/bin/ext/jar.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/ext/jar.sh
similarity index 100%
copy from hivesterix/resource/bin/ext/jar.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/ext/jar.sh
diff --git a/hivesterix/resource/bin/ext/lineage.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/ext/lineage.sh
similarity index 100%
copy from hivesterix/resource/bin/ext/lineage.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/ext/lineage.sh
diff --git a/hivesterix/resource/bin/ext/metastore.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/ext/metastore.sh
similarity index 100%
copy from hivesterix/resource/bin/ext/metastore.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/ext/metastore.sh
diff --git a/hivesterix/resource/bin/ext/rcfilecat.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/ext/rcfilecat.sh
similarity index 100%
copy from hivesterix/resource/bin/ext/rcfilecat.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/ext/rcfilecat.sh
diff --git a/hivesterix/resource/bin/ext/util/execHiveCmd.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/ext/util/execHiveCmd.sh
similarity index 100%
copy from hivesterix/resource/bin/ext/util/execHiveCmd.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/ext/util/execHiveCmd.sh
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/getip.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/getip.sh
new file mode 100755
index 0000000..8c9ae76
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/getip.sh
@@ -0,0 +1,25 @@
+#get the OS
+OS_NAME=`uname -a|awk '{print $1}'`
+LINUX_OS='Linux'
+
+if [ $OS_NAME = $LINUX_OS ];
+then
+        #Get IP Address
+        IPADDR=`/sbin/ifconfig eth0 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+	if [ "$IPADDR" = "" ]
+        then
+                IPADDR=`/sbin/ifconfig em1 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+        fi
+	if [ "$IPADDR" = "" ]
+        then
+		IPADDR=`/sbin/ifconfig lo | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+        fi 
+else
+        IPADDR=`/sbin/ifconfig en1 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+	if [ "$IPADDR" = "" ]
+        then
+                IPADDR=`/sbin/ifconfig lo0 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+        fi
+
+fi
+echo $IPADDR
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/hive b/hivesterix/hivesterix-dist/src/main/resources/scripts/hive
new file mode 100755
index 0000000..f98f340
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/hive
@@ -0,0 +1,213 @@
+#!/usr/bin/env bash
+
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+cygwin=false
+case "`uname`" in
+   CYGWIN*) cygwin=true;;
+esac
+
+bin=`dirname "$0"`
+bin=`cd "$bin"; pwd`
+
+. "$bin"/hive-config.sh
+
+SERVICE=""
+HELP=""
+while [ $# -gt 0 ]; do
+  case "$1" in
+    --service)
+      shift
+      SERVICE=$1
+      shift
+      ;;
+    --rcfilecat)
+      SERVICE=rcfilecat
+      shift
+      ;;
+    --help)
+      HELP=_help
+      shift
+      ;;
+    *)
+      break
+      ;;
+  esac
+done
+
+if [ "$SERVICE" = "" ] ; then
+  if [ "$HELP" = "_help" ] ; then
+    SERVICE="help"
+  else
+    SERVICE="cli"
+  fi
+fi
+
+if [ -f "${HIVE_CONF_DIR}/hive-env.sh" ]; then
+  . "${HIVE_CONF_DIR}/hive-env.sh"
+fi
+
+CLASSPATH="${HIVE_CONF_DIR}"
+
+HIVE_LIB=${HIVE_HOME}/lib
+
+# needed for execution
+if [ ! -f ${HIVE_LIB}/hive-exec-*.jar ]; then
+  echo "Missing Hive Execution Jar: ${HIVE_LIB}/hive-exec-*.jar"
+  exit 1;
+fi
+
+if [ ! -f ${HIVE_LIB}/hive-metastore-*.jar ]; then
+  echo "Missing Hive MetaStore Jar"
+  exit 2;
+fi
+
+# cli specific code
+if [ ! -f ${HIVE_LIB}/hive-cli-*.jar ]; then
+  echo "Missing Hive CLI Jar"
+  exit 3;
+fi
+
+CLASSPATH=${CLASSPATH}:${HIVE_LIB}/a-hive-path.jar
+
+for f in ${HIVE_LIB}/*.jar; do
+  CLASSPATH=${CLASSPATH}:$f;
+done
+
+# add the auxillary jars such as serdes
+if [ -d "${HIVE_AUX_JARS_PATH}" ]; then
+  for f in ${HIVE_AUX_JARS_PATH}/*.jar; do
+    if [[ ! -f $f ]]; then
+        continue;
+    fi
+    if $cygwin; then
+	f=`cygpath -w "$f"`
+    fi
+    AUX_CLASSPATH=${AUX_CLASSPATH}:$f
+    if [ "${AUX_PARAM}" == "" ]; then
+        AUX_PARAM=file://$f
+    else
+        AUX_PARAM=${AUX_PARAM},file://$f;
+    fi
+  done
+elif [ "${HIVE_AUX_JARS_PATH}" != "" ]; then 
+  if $cygwin; then
+      HIVE_AUX_JARS_PATH=`echo $HIVE_AUX_JARS_PATH | sed 's/,/:/g'`
+      HIVE_AUX_JARS_PATH=`cygpath -p -w "$HIVE_AUX_JARS_PATH"`
+      HIVE_AUX_JARS_PATH=`echo $HIVE_AUX_JARS_PATH | sed 's/;/,/g'`
+  fi
+  AUX_CLASSPATH=${HIVE_AUX_JARS_PATH}
+  AUX_PARAM=file://${HIVE_AUX_JARS_PATH}
+  AUX_PARAM=`echo $AUX_PARAM | sed 's/,/,file:\/\//g'`
+fi
+
+# adding jars from auxlib directory
+for f in ${HIVE_HOME}/auxlib/*.jar; do
+  if [[ ! -f $f ]]; then
+      continue;
+  fi
+  if $cygwin; then
+      f=`cygpath -w "$f"`
+  fi
+  AUX_CLASSPATH=${AUX_CLASSPATH}:$f
+  if [ "${AUX_PARAM}" == "" ]; then
+    AUX_PARAM=file://$f
+  else
+    AUX_PARAM=${AUX_PARAM},file://$f;
+  fi
+done
+if $cygwin; then
+    CLASSPATH=`cygpath -p -w "$CLASSPATH"`
+    CLASSPATH=${CLASSPATH};${AUX_CLASSPATH}
+else
+    CLASSPATH=${CLASSPATH}:${AUX_CLASSPATH}
+fi
+
+# pass classpath to hadoop
+export HADOOP_CLASSPATH="${HADOOP_CLASSPATH}:${CLASSPATH}"
+
+# check for hadoop in the path
+HADOOP_IN_PATH=`which hadoop 2>/dev/null`
+if [ -f ${HADOOP_IN_PATH} ]; then
+  HADOOP_DIR=`dirname "$HADOOP_IN_PATH"`/..
+fi
+# HADOOP_HOME env variable overrides hadoop in the path
+HADOOP_HOME=${HADOOP_HOME:-$HADOOP_DIR}
+if [ "$HADOOP_HOME" == "" ]; then
+  echo "Cannot find hadoop installation: \$HADOOP_HOME must be set or hadoop must be in the path";
+  exit 4;
+fi
+
+HADOOP=$HADOOP_HOME/bin/hadoop
+if [ ! -f ${HADOOP} ]; then
+  echo "Cannot find hadoop installation: \$HADOOP_HOME must be set or hadoop must be in the path";
+  exit 4;
+fi
+
+# Make sure we're using a compatible version of Hadoop
+hadoop_version=$($HADOOP version | awk '{if (NR == 1) {print $2;}}');
+
+# Save the regex to a var to workaround quoting incompatabilities
+# between Bash 3.1 and 3.2
+hadoop_version_re="^([[:digit:]]+)\.([[:digit:]]+)(\.([[:digit:]]+))?.*$"
+
+if [[ "$hadoop_version" =~ $hadoop_version_re ]]; then
+    hadoop_major_ver=${BASH_REMATCH[1]}
+    hadoop_minor_ver=${BASH_REMATCH[2]}
+    hadoop_patch_ver=${BASH_REMATCH[4]}
+else
+    echo "Unable to determine Hadoop version information."
+    echo "'hadoop version' returned:"
+    echo `$HADOOP version`
+    exit 5
+fi
+
+if [ $hadoop_minor_ver -ne 20 -o $hadoop_patch_ver -eq 0 ]; then
+    echo "Hive requires Hadoop 0.20.x (x >= 1)."
+    echo "'hadoop version' returned:"
+    echo `$HADOOP version`
+    exit 6
+fi
+
+if [ "${AUX_PARAM}" != "" ]; then
+  HIVE_OPTS="$HIVE_OPTS -hiveconf hive.aux.jars.path=${AUX_PARAM}"
+  AUX_JARS_CMD_LINE="-libjars ${AUX_PARAM}"
+fi
+
+SERVICE_LIST=""
+
+for i in "$bin"/ext/*.sh ; do
+  . $i
+done
+
+for i in "$bin"/ext/util/*.sh ; do
+  . $i
+done
+
+TORUN=""
+for j in $SERVICE_LIST ; do
+  if [ "$j" = "$SERVICE" ] ; then
+    TORUN=${j}$HELP
+  fi
+done
+
+if [ "$TORUN" = "" ] ; then
+  echo "Service $SERVICE not found"
+  echo "Available Services: $SERVICE_LIST"
+  exit 7
+else
+  $TORUN "$@"
+fi
diff --git a/hivesterix/resource/bin/hive-config.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/hive-config.sh
similarity index 100%
copy from hivesterix/resource/bin/hive-config.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/hive-config.sh
diff --git a/hivesterix/resource/bin/init-hive-dfs.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/init-hive-dfs.sh
similarity index 100%
copy from hivesterix/resource/bin/init-hive-dfs.sh
copy to hivesterix/hivesterix-dist/src/main/resources/scripts/init-hive-dfs.sh
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/startAllNCs.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/startAllNCs.sh
new file mode 100644
index 0000000..d30da26
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/startAllNCs.sh
@@ -0,0 +1,6 @@
+PREGELIX_PATH=`pwd`
+
+for i in `cat conf/slaves`
+do
+   ssh $i "cd ${PREGELIX_PATH}; export JAVA_HOME=${JAVA_HOME}; bin/startnc.sh"
+done
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/startCluster.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/startCluster.sh
new file mode 100644
index 0000000..6aa9161
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/startCluster.sh
@@ -0,0 +1,19 @@
+bin/startcc.sh
+sleep 5
+bin/startAllNCs.sh
+
+. conf/cluster.properties
+# do we need to specify the version somewhere?
+hyrackcmd=`ls ${HYRACKS_HOME}/hyracks-cli/target/hyracks-cli-*-binary-assembly/bin/hyrackscli`
+# find zip file
+appzip=`ls $PWD/../hivesterix-dist-*-binary-assembly.zip`
+
+[ -f $hyrackcmd ] || { echo "Hyracks commandline is missing"; exit -1;}
+[ -f $appzip ] || { echo "Genomix binary-assembly.zip is missing"; exit -1;}
+
+CCHOST_NAME=`cat conf/master`
+
+IPADDR=`bin/getip.sh`
+echo "connect to \"${IPADDR}:${CC_CLIENTPORT}\"; create application hivesterix \"$appzip\";" | $hyrackcmd 
+echo ""
+
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/startDebugNc.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/startDebugNc.sh
new file mode 100755
index 0000000..fe6cf27
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/startDebugNc.sh
@@ -0,0 +1,50 @@
+hostname
+
+#Get the IP address of the cc
+CCHOST_NAME=`cat conf/master`
+CURRENT_PATH=`pwd`
+CCHOST=`ssh ${CCHOST_NAME} "cd ${CURRENT_PATH}; bin/getip.sh"`
+
+#Import cluster properties
+. conf/cluster.properties
+. conf/debugnc.properties
+
+#Clean up temp dir
+
+rm -rf $NCTMP_DIR2
+mkdir $NCTMP_DIR2
+
+#Clean up log dir
+rm -rf $NCLOGS_DIR2
+mkdir $NCLOGS_DIR2
+
+
+#Clean up I/O working dir
+io_dirs=$(echo $IO_DIRS2 | tr "," "\n")
+for io_dir in $io_dirs
+do
+	rm -rf $io_dir
+	mkdir $io_dir
+done
+
+#Set JAVA_HOME
+export JAVA_HOME=$JAVA_HOME
+
+#Get OS
+IPADDR=`bin/getip.sh`
+
+#Get node ID
+NODEID=`hostname | cut -d '.' -f 1`
+NODEID=${NODEID}2
+
+#Set JAVA_OPTS
+export JAVA_OPTS=$NCJAVA_OPTS2
+
+cd $HYRACKS_HOME
+HYRACKS_HOME=`pwd`
+
+#Enter the temp dir
+cd $NCTMP_DIR2
+
+#Launch hyracks nc
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyracksnc -cc-host $CCHOST -cc-port $CC_CLUSTERPORT -cluster-net-ip-address $IPADDR  -data-ip-address $IPADDR -node-id $NODEID -iodevices "${IO_DIRS2}" &> $NCLOGS_DIR2/$NODEID.log &
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/startcc.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/startcc.sh
new file mode 100644
index 0000000..484ecac
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/startcc.sh
@@ -0,0 +1,31 @@
+#!/bin/bash
+hostname
+
+#Import cluster properties
+. conf/cluster.properties
+
+#Get the IP address of the cc
+CCHOST_NAME=`cat conf/master`
+CCHOST=`bin/getip.sh`
+
+#Remove the temp dir
+rm -rf $CCTMP_DIR
+mkdir $CCTMP_DIR
+
+#Remove the logs dir
+rm -rf $CCLOGS_DIR
+mkdir $CCLOGS_DIR
+
+#Export JAVA_HOME and JAVA_OPTS
+export JAVA_HOME=$JAVA_HOME
+export JAVA_OPTS=$CCJAVA_OPTS
+
+#Launch hyracks cc script
+chmod -R 755 $HYRACKS_HOME
+if [ -f "conf/topology.xml"  ]; then
+#Launch hyracks cc script with topology
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 0 -cluster-topology "conf/topology.xml" &> $CCLOGS_DIR/cc.log &
+else
+#Launch hyracks cc script without toplogy
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 0 &> $CCLOGS_DIR/cc.log &
+fi
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/startnc.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/startnc.sh
new file mode 100644
index 0000000..23a4c36
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/startnc.sh
@@ -0,0 +1,49 @@
+hostname
+
+MY_NAME=`hostname`
+#Get the IP address of the cc
+CCHOST_NAME=`cat conf/master`
+CURRENT_PATH=`pwd`
+CCHOST=`ssh ${CCHOST_NAME} "cd ${CURRENT_PATH}; bin/getip.sh"`
+
+#Import cluster properties
+. conf/cluster.properties
+
+#Clean up temp dir
+
+rm -rf $NCTMP_DIR
+mkdir $NCTMP_DIR
+
+#Clean up log dir
+rm -rf $NCLOGS_DIR
+mkdir $NCLOGS_DIR
+
+
+#Clean up I/O working dir
+io_dirs=$(echo $IO_DIRS | tr "," "\n")
+for io_dir in $io_dirs
+do
+	rm -rf $io_dir
+	mkdir $io_dir
+done
+
+#Set JAVA_HOME
+export JAVA_HOME=$JAVA_HOME
+
+IPADDR=`bin/getip.sh`
+#echo $IPADDR
+
+#Get node ID
+NODEID=`hostname | cut -d '.' -f 1`
+
+#Set JAVA_OPTS
+export JAVA_OPTS=$NCJAVA_OPTS
+
+cd $HYRACKS_HOME
+HYRACKS_HOME=`pwd`
+
+#Enter the temp dir
+cd $NCTMP_DIR
+
+#Launch hyracks nc
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyracksnc -cc-host $CCHOST -cc-port $CC_CLUSTERPORT -cluster-net-ip-address $IPADDR  -data-ip-address $IPADDR -result-ip-address $IPADDR -node-id $NODEID -iodevices "${IO_DIRS}" &> $NCLOGS_DIR/$NODEID.log &
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/stopAllNCs.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/stopAllNCs.sh
new file mode 100644
index 0000000..12367c1
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/stopAllNCs.sh
@@ -0,0 +1,6 @@
+PREGELIX_PATH=`pwd`
+
+for i in `cat conf/slaves`
+do
+   ssh $i "cd ${PREGELIX_PATH}; bin/stopnc.sh"
+done
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/stopCluster.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/stopCluster.sh
new file mode 100644
index 0000000..4889934
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/stopCluster.sh
@@ -0,0 +1,3 @@
+bin/stopAllNCs.sh
+sleep 2
+bin/stopcc.sh
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/stopcc.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/stopcc.sh
new file mode 100644
index 0000000..c2f525a
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/stopcc.sh
@@ -0,0 +1,10 @@
+hostname
+. conf/cluster.properties
+
+#Kill process
+PID=`ps -ef|grep ${USER}|grep java|grep hyracks|awk '{print $2}'`
+echo $PID
+kill -9 $PID
+
+#Clean up CC temp dir
+rm -rf $CCTMP_DIR/*
diff --git a/hivesterix/hivesterix-dist/src/main/resources/scripts/stopnc.sh b/hivesterix/hivesterix-dist/src/main/resources/scripts/stopnc.sh
new file mode 100644
index 0000000..35c4794
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/main/resources/scripts/stopnc.sh
@@ -0,0 +1,27 @@
+hostname
+. conf/cluster.properties
+
+#Kill process
+PID=`ps -ef|grep ${USER}|grep java|grep 'Dapp.name=hyracksnc'|awk '{print $2}'`
+
+if [ "$PID" == "" ]; then
+  PID=`ps -ef|grep ${USER}|grep java|grep 'hyracks'|awk '{print $2}'`
+fi
+
+if [ "$PID" == "" ]; then
+  USERID=`id | sed 's/^uid=//;s/(.*$//'`
+  PID=`ps -ef|grep ${USERID}|grep java|grep 'Dapp.name=hyracksnc'|awk '{print $2}'`
+fi
+
+echo $PID
+kill -9 $PID
+
+#Clean up I/O working dir
+io_dirs=$(echo $IO_DIRS | tr "," "\n")
+for io_dir in $io_dirs
+do
+	rm -rf $io_dir/*
+done
+
+#Clean up NC temp dir
+rm -rf $NCTMP_DIR/*
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestCase.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestCase.java
new file mode 100644
index 0000000..aa38fe7
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestCase.java
@@ -0,0 +1,142 @@
+package edu.uci.ics.hivesterix.perf;
+
+import java.io.File;
+import java.io.PrintWriter;
+import java.io.StringWriter;
+
+import org.apache.hadoop.fs.FileStatus;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.Driver;
+import org.junit.Test;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.perf.base.AbstractPerfTestCase;
+
+public class PerfTestCase extends AbstractPerfTestCase {
+    private File resultFile;
+    private FileSystem dfs;
+
+    PerfTestCase(File queryFile, File resultFile) {
+        super("testRuntimeFunction", queryFile);
+        this.queryFile = queryFile;
+        this.resultFile = resultFile;
+    }
+
+    @Test
+    public void testRuntimeFunction() throws Exception {
+        StringBuilder queryString = new StringBuilder();
+        readFileToString(queryFile, queryString);
+        String[] queries = queryString.toString().split(";");
+        StringWriter sw = new StringWriter();
+
+        HiveConf hconf = ConfUtil.getHiveConf();
+        Driver driver = new Driver(hconf, new PrintWriter(sw));
+        driver.init();
+
+        dfs = FileSystem.get(ConfUtil.getJobConf());
+
+        int i = 0;
+        for (String query : queries) {
+            if (i == queries.length - 1)
+                break;
+            driver.run(query);
+            driver.clear();
+            i++;
+        }
+
+        String warehouse = hconf.get("hive.metastore.warehouse.dir");
+        String tableName = removeExt(resultFile.getName());
+        String directory = warehouse + "/" + tableName + "/";
+        String localDirectory = "tmp";
+
+        FileStatus[] files = dfs.listStatus(new Path(directory));
+        FileSystem lfs = null;
+        if (files == null) {
+            lfs = FileSystem.getLocal(ConfUtil.getJobConf());
+            files = lfs.listStatus(new Path(directory));
+        }
+
+        File resultDirectory = new File(localDirectory + "/" + tableName);
+        deleteDir(resultDirectory);
+        resultDirectory.mkdir();
+
+        for (FileStatus fs : files) {
+            Path src = fs.getPath();
+            if (src.getName().indexOf("crc") >= 0)
+                continue;
+
+            String destStr = localDirectory + "/" + tableName + "/" + src.getName();
+            Path dest = new Path(destStr);
+            if (lfs != null) {
+                lfs.copyToLocalFile(src, dest);
+                dfs.copyFromLocalFile(dest, new Path(directory));
+            } else
+                dfs.copyToLocalFile(src, dest);
+        }
+
+        File[] rFiles = resultDirectory.listFiles();
+        StringBuilder sb = new StringBuilder();
+        for (File r : rFiles) {
+            if (r.getName().indexOf("crc") >= 0)
+                continue;
+            readFileToString(r, sb);
+        }
+        deleteDir(resultDirectory);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(resultFile, buf);
+        if (!equal(buf, sb)) {
+            throw new Exception("Result for " + queryFile + " changed:\n" + sw.toString());
+        }
+    }
+
+    private void deleteDir(File resultDirectory) {
+        if (resultDirectory.exists()) {
+            File[] rFiles = resultDirectory.listFiles();
+            for (File r : rFiles)
+                r.delete();
+            resultDirectory.delete();
+        }
+    }
+
+    private boolean equal(StringBuilder sb1, StringBuilder sb2) {
+        String s1 = sb1.toString();
+        String s2 = sb2.toString();
+        String[] rowsOne = s1.split("\n");
+        String[] rowsTwo = s2.split("\n");
+
+        if (rowsOne.length != rowsTwo.length)
+            return false;
+
+        for (int i = 0; i < rowsOne.length; i++) {
+            String row1 = rowsOne[i];
+            String row2 = rowsTwo[i];
+
+            if (row1.equals(row2))
+                continue;
+
+            String[] fields1 = row1.split("");
+            String[] fields2 = row2.split("");
+
+            for (int j = 0; j < fields1.length; j++) {
+                if (fields1[j].equals(fields2[j])) {
+                    continue;
+                } else if (fields1[j].indexOf('.') < 0) {
+                    return false;
+                } else {
+                    Float float1 = Float.parseFloat(fields1[j]);
+                    Float float2 = Float.parseFloat(fields2[j]);
+
+                    if (Math.abs(float1 - float2) == 0)
+                        continue;
+                    else
+                        return false;
+                }
+            }
+        }
+
+        return true;
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuite.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuite.java
new file mode 100644
index 0000000..796842d
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuite.java
@@ -0,0 +1,74 @@
+package edu.uci.ics.hivesterix.perf;
+
+import java.io.File;
+import java.util.List;
+
+import junit.framework.Test;
+import junit.framework.TestResult;
+import edu.uci.ics.hivesterix.perf.base.AbstractPerfTestSuiteClass;
+
+public class PerfTestSuite extends AbstractPerfTestSuiteClass {
+
+    private static final String PATH_TO_QUERIES = "src/test/resources/perf/queries/";
+    private static final String PATH_TO_RESULTS = "src/test/resources/perf/results/";
+    private static final String PATH_TO_IGNORES = "src/test/resources/perf/ignore.txt";
+
+    private static final String FILE_EXTENSION_OF_RESULTS = "result";
+
+    public static Test suite() throws Exception {
+        List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
+        File testData = new File(PATH_TO_QUERIES);
+        File[] queries = testData.listFiles();
+        PerfTestSuite testSuite = new PerfTestSuite();
+
+        // set hdfs and hyracks cluster, and load test data to hdfs
+        try {
+            testSuite.setup();
+            testSuite.loadData();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+
+        for (File qFile : queries) {
+            if (isIgnored(qFile.getName(), ignores))
+                continue;
+
+            if (qFile.isFile()) {
+                String resultFileName = hiveExtToResExt(qFile.getName());
+                File rFile = new File(PATH_TO_RESULTS + resultFileName);
+                testSuite.addTest(new PerfTestCase(qFile, rFile));
+            }
+        }
+        return testSuite;
+    }
+
+    private static String hiveExtToResExt(String fname) {
+        int dot = fname.lastIndexOf('.');
+        return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
+    }
+
+    /**
+     * Runs the tests and collects their result in a TestResult.
+     */
+    @Override
+    public void run(TestResult result) {
+
+        int testCount = countTestCases();
+        for (int i = 0; i < testCount; i++) {
+            Test each = this.testAt(i);
+            if (result.shouldStop())
+                break;
+            runTest(each, result);
+        }
+
+        // cleanup hdfs and hyracks cluster
+        try {
+            cleanup();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteCaseGenerator.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteCaseGenerator.java
new file mode 100644
index 0000000..4777351
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteCaseGenerator.java
@@ -0,0 +1,99 @@
+package edu.uci.ics.hivesterix.perf;
+
+import java.io.File;
+
+import org.apache.hadoop.fs.FileStatus;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.Driver;
+import org.junit.Test;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.perf.base.AbstractPerfTestCase;
+
+public class PerfTestSuiteCaseGenerator extends AbstractPerfTestCase {
+    private File resultFile;
+    private FileSystem dfs;
+
+    PerfTestSuiteCaseGenerator(File queryFile, File resultFile) {
+        super("testRuntimeFunction", queryFile);
+        this.queryFile = queryFile;
+        this.resultFile = resultFile;
+    }
+
+    @Test
+    public void testRuntimeFunction() throws Exception {
+        StringBuilder queryString = new StringBuilder();
+        readFileToString(queryFile, queryString);
+        String[] queries = queryString.toString().split(";");
+
+        HiveConf hconf = ConfUtil.getHiveConf();
+        Driver driver = new Driver(hconf);
+        driver.init();
+
+        dfs = FileSystem.get(ConfUtil.getJobConf());
+
+        long startTime = System.currentTimeMillis();
+        int i = 0;
+        for (String query : queries) {
+            if (i == queries.length - 1)
+                break;
+            driver.run(query);
+            // driver.clear();
+            i++;
+        }
+        long endTime = System.currentTimeMillis();
+        System.out.println(resultFile.getName() + " execution time " + (endTime - startTime));
+
+        String warehouse = hconf.get("hive.metastore.warehouse.dir");
+        String tableName = removeExt(resultFile.getName());
+        String directory = warehouse + "/" + tableName + "/";
+        String localDirectory = "tmp";
+
+        FileStatus[] files = dfs.listStatus(new Path(directory));
+        FileSystem lfs = null;
+        if (files == null) {
+            lfs = FileSystem.getLocal(ConfUtil.getJobConf());
+            files = lfs.listStatus(new Path(directory));
+        }
+
+        File resultDirectory = new File(localDirectory + "/" + tableName);
+        deleteDir(resultDirectory);
+        resultDirectory.mkdir();
+
+        for (FileStatus fs : files) {
+            Path src = fs.getPath();
+            if (src.getName().indexOf("crc") >= 0)
+                continue;
+
+            String destStr = localDirectory + "/" + tableName + "/" + src.getName();
+            Path dest = new Path(destStr);
+            if (lfs != null) {
+                lfs.copyToLocalFile(src, dest);
+                dfs.copyFromLocalFile(dest, new Path(directory));
+            } else
+                dfs.copyToLocalFile(src, dest);
+        }
+
+        File[] rFiles = resultDirectory.listFiles();
+        StringBuilder sb = new StringBuilder();
+        for (File r : rFiles) {
+            if (r.getName().indexOf("crc") >= 0)
+                continue;
+            readFileToString(r, sb);
+        }
+        deleteDir(resultDirectory);
+
+        writeStringToFile(resultFile, sb);
+    }
+
+    private void deleteDir(File resultDirectory) {
+        if (resultDirectory.exists()) {
+            File[] rFiles = resultDirectory.listFiles();
+            for (File r : rFiles)
+                r.delete();
+            resultDirectory.delete();
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteGenerator.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteGenerator.java
new file mode 100644
index 0000000..aa38014
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteGenerator.java
@@ -0,0 +1,74 @@
+package edu.uci.ics.hivesterix.perf;
+
+import java.io.File;
+import java.util.List;
+
+import junit.framework.Test;
+import junit.framework.TestResult;
+import edu.uci.ics.hivesterix.perf.base.AbstractPerfTestSuiteClass;
+
+public class PerfTestSuiteGenerator extends AbstractPerfTestSuiteClass {
+
+    private static final String PATH_TO_QUERIES = "src/test/resources/perf/queries/";
+    private static final String PATH_TO_RESULTS = "src/test/resources/perf/results/";
+    private static final String PATH_TO_IGNORES = "src/test/resources/perf/ignore.txt";
+
+    private static final String FILE_EXTENSION_OF_RESULTS = "result";
+
+    public static Test suite() throws Exception {
+        List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
+        File testData = new File(PATH_TO_QUERIES);
+        File[] queries = testData.listFiles();
+        PerfTestSuiteGenerator testSuite = new PerfTestSuiteGenerator();
+
+        // set hdfs and hyracks cluster, and load test data to hdfs
+        try {
+            testSuite.setup();
+            testSuite.loadData();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+
+        for (File qFile : queries) {
+            if (isIgnored(qFile.getName(), ignores))
+                continue;
+
+            if (qFile.isFile() && qFile.getName().startsWith("q18_")) {
+                String resultFileName = hiveExtToResExt(qFile.getName());
+                File rFile = new File(PATH_TO_RESULTS + resultFileName);
+                testSuite.addTest(new PerfTestSuiteCaseGenerator(qFile, rFile));
+            }
+        }
+        return testSuite;
+    }
+
+    private static String hiveExtToResExt(String fname) {
+        int dot = fname.lastIndexOf('.');
+        return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
+    }
+
+    /**
+     * Runs the tests and collects their result in a TestResult.
+     */
+    @Override
+    public void run(TestResult result) {
+
+        int testCount = countTestCases();
+        for (int i = 0; i < testCount; i++) {
+            Test each = this.testAt(i);
+            if (result.shouldStop())
+                break;
+            runTest(each, result);
+        }
+
+        // cleanup hdfs and hyracks cluster
+        try {
+            cleanup();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestCase.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestCase.java
new file mode 100644
index 0000000..7e7db36
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestCase.java
@@ -0,0 +1,49 @@
+package edu.uci.ics.hivesterix.perf.base;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileReader;
+import java.io.FileWriter;
+import java.io.PrintWriter;
+import java.io.StringWriter;
+
+import junit.framework.TestCase;
+
+public class AbstractPerfTestCase extends TestCase {
+    protected File queryFile;
+
+    public AbstractPerfTestCase(String testName, File queryFile) {
+        super(testName);
+    }
+
+    protected static void readFileToString(File file, StringBuilder buf) throws Exception {
+        BufferedReader result = new BufferedReader(new FileReader(file));
+        while (true) {
+            String s = result.readLine();
+            if (s == null) {
+                break;
+            } else {
+                buf.append(s);
+                buf.append('\n');
+            }
+        }
+        result.close();
+    }
+
+    protected static void writeStringToFile(File file, StringWriter buf) throws Exception {
+        PrintWriter result = new PrintWriter(new FileWriter(file));
+        result.print(buf);
+        result.close();
+    }
+
+    protected static void writeStringToFile(File file, StringBuilder buf) throws Exception {
+        PrintWriter result = new PrintWriter(new FileWriter(file));
+        result.print(buf);
+        result.close();
+    }
+
+    protected static String removeExt(String fname) {
+        int dot = fname.lastIndexOf('.');
+        return fname.substring(0, dot);
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestSuiteClass.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestSuiteClass.java
new file mode 100644
index 0000000..393378f
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestSuiteClass.java
@@ -0,0 +1,201 @@
+package edu.uci.ics.hivesterix.perf.base;
+
+import java.io.BufferedReader;
+import java.io.FileNotFoundException;
+import java.io.FileReader;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+import junit.framework.TestSuite;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.session.SessionState;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.MiniMRCluster;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
+import edu.uci.ics.hyracks.control.common.controllers.CCConfig;
+import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
+import edu.uci.ics.hyracks.control.nc.NodeControllerService;
+
+@SuppressWarnings("deprecation")
+public abstract class AbstractPerfTestSuiteClass extends TestSuite {
+
+    private static final String PATH_TO_HADOOP_CONF = "src/test/resources/perf/hadoop/conf";
+    private static final String PATH_TO_HIVE_CONF = "src/test/resources/perf/hive/conf/hive-default.xml";
+    private static final String PATH_TO_DATA = "src/test/resources/perf/data/";
+
+    private MiniDFSCluster dfsCluster;
+    private MiniMRCluster mrCluster;
+
+    private JobConf conf = new JobConf();
+    protected FileSystem dfs;
+
+    private int numberOfNC = 2;
+    private ClusterControllerService cc;
+    private Map<String, NodeControllerService> ncs = new HashMap<String, NodeControllerService>();
+
+    /**
+     * setup cluster
+     * 
+     * @throws IOException
+     */
+    protected void setup() throws Exception {
+        setupHdfs();
+        setupHyracks();
+    }
+
+    private void setupHdfs() throws IOException {
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/core-site.xml"));
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/mapred-site.xml"));
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/hdfs-site.xml"));
+        HiveConf hconf = new HiveConf(SessionState.class);
+        hconf.addResource(new Path(PATH_TO_HIVE_CONF));
+
+        FileSystem lfs = FileSystem.getLocal(new Configuration());
+        lfs.delete(new Path("build"), true);
+        lfs.delete(new Path("metastore_db"), true);
+
+        System.setProperty("hadoop.log.dir", "logs");
+        dfsCluster = new MiniDFSCluster(hconf, numberOfNC, true, null);
+        dfs = dfsCluster.getFileSystem();
+
+        mrCluster = new MiniMRCluster(2, dfs.getUri().toString(), 1);
+        hconf.setVar(HiveConf.ConfVars.HADOOPJT, "localhost:" + mrCluster.getJobTrackerPort());
+        hconf.setInt("mapred.min.split.size", 1342177280);
+
+        conf = new JobConf(hconf);
+        ConfUtil.setJobConf(conf);
+
+        String fsName = conf.get("fs.default.name");
+        hconf.set("hive.metastore.warehouse.dir", fsName.concat("/tmp/hivesterix"));
+        String warehouse = hconf.get("hive.metastore.warehouse.dir");
+        dfs.mkdirs(new Path(warehouse));
+        ConfUtil.setHiveConf(hconf);
+    }
+
+    private void setupHyracks() throws Exception {
+        // read hive conf
+        HiveConf hconf = new HiveConf(SessionState.class);
+        hconf.addResource(new Path(PATH_TO_HIVE_CONF));
+        SessionState.start(hconf);
+        String ipAddress = hconf.get("hive.hyracks.host");
+        int clientPort = Integer.parseInt(hconf.get("hive.hyracks.port"));
+        int clusterPort = clientPort;
+
+        // start hyracks cc
+        CCConfig ccConfig = new CCConfig();
+        ccConfig.clientNetIpAddress = ipAddress;
+        ccConfig.clientNetPort = clientPort;
+        ccConfig.clusterNetPort = clusterPort;
+        ccConfig.profileDumpPeriod = 1000;
+        ccConfig.heartbeatPeriod = 200000000;
+        ccConfig.maxHeartbeatLapsePeriods = 200000000;
+        cc = new ClusterControllerService(ccConfig);
+        cc.start();
+
+        // start hyracks nc
+        for (int i = 0; i < numberOfNC; i++) {
+            NCConfig ncConfig = new NCConfig();
+            ncConfig.ccHost = ipAddress;
+            ncConfig.clusterNetIPAddress = ipAddress;
+            ncConfig.ccPort = clientPort;
+            ncConfig.dataIPAddress = "127.0.0.1";
+            ncConfig.datasetIPAddress = "127.0.0.1";
+            ncConfig.nodeId = "nc" + i;
+            NodeControllerService nc = new NodeControllerService(ncConfig);
+            nc.start();
+            ncs.put(ncConfig.nodeId, nc);
+        }
+    }
+
+    protected void makeDir(String path) throws IOException {
+        dfs.mkdirs(new Path(path));
+    }
+
+    protected void loadFiles(String src, String dest) throws IOException {
+        dfs.copyFromLocalFile(new Path(src), new Path(dest));
+    }
+
+    protected void cleanup() throws Exception {
+        cleanupHdfs();
+        cleanupHyracks();
+    }
+
+    /**
+     * cleanup hdfs cluster
+     */
+    private void cleanupHdfs() throws IOException {
+        dfs.delete(new Path("/"), true);
+        FileSystem.closeAll();
+        dfsCluster.shutdown();
+    }
+
+    /**
+     * cleanup hyracks cluster
+     */
+    private void cleanupHyracks() throws Exception {
+        Iterator<NodeControllerService> iterator = ncs.values().iterator();
+        while (iterator.hasNext()) {
+            NodeControllerService nc = iterator.next();
+            nc.stop();
+        }
+        cc.stop();
+    }
+
+    protected static List<String> getIgnoreList(String ignorePath) throws FileNotFoundException, IOException {
+        BufferedReader reader = new BufferedReader(new FileReader(ignorePath));
+        String s = null;
+        List<String> ignores = new ArrayList<String>();
+        while ((s = reader.readLine()) != null) {
+            ignores.add(s);
+        }
+        reader.close();
+        return ignores;
+    }
+
+    protected static boolean isIgnored(String q, List<String> ignoreList) {
+        for (String ignore : ignoreList) {
+            if (ignore.equals(q)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    protected void loadData() throws IOException {
+
+        makeDir("/tpch");
+        makeDir("/tpch/customer");
+        makeDir("/tpch/lineitem");
+        makeDir("/tpch/orders");
+        makeDir("/tpch/part");
+        makeDir("/tpch/partsupp");
+        makeDir("/tpch/supplier");
+        makeDir("/tpch/nation");
+        makeDir("/tpch/region");
+
+        makeDir("/jarod");
+
+        loadFiles(PATH_TO_DATA + "customer.tbl", "/tpch/customer/");
+        loadFiles(PATH_TO_DATA + "lineitem.tbl", "/tpch/lineitem/");
+        loadFiles(PATH_TO_DATA + "orders.tbl", "/tpch/orders/");
+        loadFiles(PATH_TO_DATA + "part.tbl", "/tpch/part/");
+        loadFiles(PATH_TO_DATA + "partsupp.tbl", "/tpch/partsupp/");
+        loadFiles(PATH_TO_DATA + "supplier.tbl", "/tpch/supplier/");
+        loadFiles(PATH_TO_DATA + "nation.tbl", "/tpch/nation/");
+        loadFiles(PATH_TO_DATA + "region.tbl", "/tpch/region/");
+
+        loadFiles(PATH_TO_DATA + "ext-gby.tbl", "/jarod/");
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractHivesterixTestCase.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractHivesterixTestCase.java
new file mode 100644
index 0000000..ae5fa05
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractHivesterixTestCase.java
@@ -0,0 +1,49 @@
+package edu.uci.ics.hivesterix.test.base;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileReader;
+import java.io.FileWriter;
+import java.io.PrintWriter;
+import java.io.StringWriter;
+
+import junit.framework.TestCase;
+
+public class AbstractHivesterixTestCase extends TestCase {
+    protected File queryFile;
+
+    public AbstractHivesterixTestCase(String testName, File queryFile) {
+        super(testName);
+    }
+
+    protected static void readFileToString(File file, StringBuilder buf) throws Exception {
+        BufferedReader result = new BufferedReader(new FileReader(file));
+        while (true) {
+            String s = result.readLine();
+            if (s == null) {
+                break;
+            } else {
+                buf.append(s);
+                buf.append('\n');
+            }
+        }
+        result.close();
+    }
+
+    protected static void writeStringToFile(File file, StringWriter buf) throws Exception {
+        PrintWriter result = new PrintWriter(new FileWriter(file));
+        result.print(buf);
+        result.close();
+    }
+
+    protected static void writeStringToFile(File file, StringBuilder buf) throws Exception {
+        PrintWriter result = new PrintWriter(new FileWriter(file));
+        result.print(buf);
+        result.close();
+    }
+
+    protected static String removeExt(String fname) {
+        int dot = fname.lastIndexOf('.');
+        return fname.substring(0, dot);
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractTestSuiteClass.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractTestSuiteClass.java
new file mode 100644
index 0000000..5e2e64e
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractTestSuiteClass.java
@@ -0,0 +1,228 @@
+package edu.uci.ics.hivesterix.test.base;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.FileNotFoundException;
+import java.io.FileReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.net.InetAddress;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Properties;
+
+import junit.framework.TestSuite;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.session.SessionState;
+import org.apache.hadoop.mapred.JobConf;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
+import edu.uci.ics.hyracks.control.common.controllers.CCConfig;
+import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
+import edu.uci.ics.hyracks.control.nc.NodeControllerService;
+
+@SuppressWarnings("deprecation")
+public abstract class AbstractTestSuiteClass extends TestSuite {
+
+    private static final String PATH_TO_HADOOP_CONF = "src/test/resources/runtimefunctionts/hadoop/conf";
+    private static final String PATH_TO_HIVE_CONF = "src/test/resources/runtimefunctionts/hive/conf/hive-default.xml";
+
+    private static final String PATH_TO_CLUSTER_CONF = "src/test/resources/runtimefunctionts/hive/conf/topology.xml";
+    private static final String PATH_TO_DATA = "src/test/resources/runtimefunctionts/data/";
+
+    private static final String clusterPropertiesPath = "conf/cluster.properties";
+    private static final String masterFilePath = "conf/master";
+
+    private Properties clusterProps;
+    private MiniDFSCluster dfsCluster;
+
+    private JobConf conf = new JobConf();
+    protected FileSystem dfs;
+
+    private int numberOfNC = 2;
+    private ClusterControllerService cc;
+    private Map<String, NodeControllerService> ncs = new HashMap<String, NodeControllerService>();
+
+    /**
+     * setup cluster
+     * 
+     * @throws IOException
+     */
+    protected void setup() throws Exception {
+        setupHdfs();
+        setupHyracks();
+    }
+
+    private void setupHdfs() throws IOException {
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/core-site.xml"));
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/mapred-site.xml"));
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/hdfs-site.xml"));
+        HiveConf hconf = new HiveConf(SessionState.class);
+        hconf.addResource(new Path(PATH_TO_HIVE_CONF));
+
+        FileSystem lfs = FileSystem.getLocal(new Configuration());
+        lfs.delete(new Path("build"), true);
+        lfs.delete(new Path("metastore_db"), true);
+
+        System.setProperty("hadoop.log.dir", "logs");
+        dfsCluster = new MiniDFSCluster(hconf, numberOfNC, true, null);
+        dfs = dfsCluster.getFileSystem();
+        conf = new JobConf(hconf);
+        ConfUtil.setJobConf(conf);
+
+        String fsName = conf.get("fs.default.name");
+        hconf.set("hive.metastore.warehouse.dir", fsName.concat("/tmp/hivesterix"));
+        String warehouse = hconf.get("hive.metastore.warehouse.dir");
+        dfs.mkdirs(new Path(warehouse));
+        ConfUtil.setHiveConf(hconf);
+    }
+
+    private void setupHyracks() throws Exception {
+        // read hive conf
+        HiveConf hconf = new HiveConf(SessionState.class);
+        hconf.addResource(new Path(PATH_TO_HIVE_CONF));
+        SessionState.start(hconf);
+        /**
+         * load the properties file if it is not loaded
+         */
+        if (clusterProps == null) {
+            clusterProps = new Properties();
+            InputStream confIn = new FileInputStream(clusterPropertiesPath);
+            clusterProps.load(confIn);
+            confIn.close();
+        }
+        BufferedReader ipReader = new BufferedReader(new InputStreamReader(new FileInputStream(masterFilePath)));
+        String masterNode = ipReader.readLine();
+        ipReader.close();
+        InetAddress[] ips = InetAddress.getAllByName(masterNode);
+        String ipAddress = null;
+        for (InetAddress ip : ips) {
+            if (ip.getAddress().length <= 4) {
+                ipAddress = ip.getHostAddress();
+            }
+        }
+        int clientPort = Integer.parseInt(clusterProps.getProperty("CC_CLIENTPORT"));
+        int netPort = Integer.parseInt(clusterProps.getProperty("CC_CLUSTERPORT"));
+
+        // start hyracks cc
+        CCConfig ccConfig = new CCConfig();
+        ccConfig.clientNetIpAddress = ipAddress;
+        ccConfig.clientNetPort = clientPort;
+        ccConfig.clusterNetPort = netPort;
+        ccConfig.profileDumpPeriod = 1000;
+        ccConfig.heartbeatPeriod = 200000000;
+        ccConfig.maxHeartbeatLapsePeriods = 200000000;
+        ccConfig.clusterTopologyDefinition = new File(PATH_TO_CLUSTER_CONF);
+        cc = new ClusterControllerService(ccConfig);
+        cc.start();
+
+        // start hyracks nc
+        for (int i = 0; i < numberOfNC; i++) {
+            NCConfig ncConfig = new NCConfig();
+            ncConfig.ccHost = ipAddress;
+            ncConfig.clusterNetIPAddress = ipAddress;
+            ncConfig.ccPort = netPort;
+            ncConfig.dataIPAddress = "127.0.0.1";
+            ncConfig.datasetIPAddress = "127.0.0.1";
+            ncConfig.nodeId = "nc" + i;
+            NodeControllerService nc = new NodeControllerService(ncConfig);
+            nc.start();
+            ncs.put(ncConfig.nodeId, nc);
+        }
+    }
+
+    protected void makeDir(String path) throws IOException {
+        dfs.mkdirs(new Path(path));
+    }
+
+    protected void loadFiles(String src, String dest) throws IOException {
+        dfs.copyFromLocalFile(new Path(src), new Path(dest));
+    }
+
+    protected void cleanup() throws Exception {
+        cleanupHdfs();
+        cleanupHyracks();
+    }
+
+    /**
+     * cleanup hdfs cluster
+     */
+    private void cleanupHdfs() throws IOException {
+        dfs.delete(new Path("/"), true);
+        FileSystem.closeAll();
+        dfsCluster.shutdown();
+    }
+
+    /**
+     * cleanup hyracks cluster
+     */
+    private void cleanupHyracks() throws Exception {
+        Iterator<NodeControllerService> iterator = ncs.values().iterator();
+        while (iterator.hasNext()) {
+            NodeControllerService nc = iterator.next();
+            nc.stop();
+        }
+        cc.stop();
+    }
+
+    protected static List<String> getIgnoreList(String ignorePath) throws FileNotFoundException, IOException {
+        BufferedReader reader = new BufferedReader(new FileReader(ignorePath));
+        String s = null;
+        List<String> ignores = new ArrayList<String>();
+        while ((s = reader.readLine()) != null) {
+            ignores.add(s);
+        }
+        reader.close();
+        return ignores;
+    }
+
+    protected static boolean isIgnored(String q, List<String> ignoreList) {
+        for (String ignore : ignoreList) {
+            if (q.indexOf(ignore) >= 0) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    protected void loadData() throws IOException {
+
+        makeDir("/tpch");
+        makeDir("/tpch/customer");
+        makeDir("/tpch/lineitem");
+        makeDir("/tpch/orders");
+        makeDir("/tpch/part");
+        makeDir("/tpch/partsupp");
+        makeDir("/tpch/supplier");
+        makeDir("/tpch/nation");
+        makeDir("/tpch/region");
+
+        makeDir("/test");
+        makeDir("/test/joinsrc1");
+        makeDir("/test/joinsrc2");
+
+        loadFiles(PATH_TO_DATA + "customer.tbl", "/tpch/customer/");
+        loadFiles(PATH_TO_DATA + "lineitem.tbl", "/tpch/lineitem/");
+        loadFiles(PATH_TO_DATA + "orders.tbl", "/tpch/orders/");
+        loadFiles(PATH_TO_DATA + "part.tbl", "/tpch/part/");
+        loadFiles(PATH_TO_DATA + "partsupp.tbl", "/tpch/partsupp/");
+        loadFiles(PATH_TO_DATA + "supplier.tbl", "/tpch/supplier/");
+        loadFiles(PATH_TO_DATA + "nation.tbl", "/tpch/nation/");
+        loadFiles(PATH_TO_DATA + "region.tbl", "/tpch/region/");
+
+        loadFiles(PATH_TO_DATA + "large_card_join_src.tbl", "/test/joinsrc1/");
+        loadFiles(PATH_TO_DATA + "large_card_join_src_small.tbl", "/test/joinsrc2/");
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/datagen/RecordBalance.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/datagen/RecordBalance.java
new file mode 100644
index 0000000..ac029b1
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/datagen/RecordBalance.java
@@ -0,0 +1,75 @@
+package edu.uci.ics.hivesterix.test.datagen;
+
+import java.io.IOException;
+import java.util.Iterator;
+
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.io.LongWritable;
+import org.apache.hadoop.io.NullWritable;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.mapred.FileInputFormat;
+import org.apache.hadoop.mapred.FileOutputFormat;
+import org.apache.hadoop.mapred.JobClient;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.MapReduceBase;
+import org.apache.hadoop.mapred.Mapper;
+import org.apache.hadoop.mapred.OutputCollector;
+import org.apache.hadoop.mapred.Reducer;
+import org.apache.hadoop.mapred.Reporter;
+import org.apache.hadoop.mapred.TextInputFormat;
+
+@SuppressWarnings("deprecation")
+public class RecordBalance {
+
+    private static String confPath = System.getenv("HADDOP_HOME");
+    private static Path[] inputPaths = { new Path("/tpch/100x/customer"), new Path("/tpch/100x/nation"),
+            new Path("/tpch/100x/region"), new Path("/tpch/100x/lineitem"), new Path("/tpch/100x/orders"),
+            new Path("/tpch/100x/part"), new Path("/tpch/100x/partsupp"), new Path("/tpch/100x/supplier") };
+
+    private static Path[] outputPaths = { new Path("/tpch/100/customer"), new Path("/tpch/100/nation"),
+            new Path("/tpch/100/region"), new Path("/tpch/100/lineitem"), new Path("/tpch/100/orders"),
+            new Path("/tpch/100/part"), new Path("/tpch/100/partsupp"), new Path("/tpch/100/supplier") };
+
+    public static class MapRecordOnly extends MapReduceBase implements Mapper<LongWritable, Text, LongWritable, Text> {
+
+        public void map(LongWritable id, Text inputValue, OutputCollector<LongWritable, Text> output, Reporter reporter)
+                throws IOException {
+            output.collect(id, inputValue);
+        }
+    }
+
+    public static class ReduceRecordOnly extends MapReduceBase implements
+            Reducer<LongWritable, Text, NullWritable, Text> {
+
+        NullWritable key = NullWritable.get();
+
+        public void reduce(LongWritable inputKey, Iterator<Text> inputValue,
+                OutputCollector<NullWritable, Text> output, Reporter reporter) throws IOException {
+            while (inputValue.hasNext())
+                output.collect(key, inputValue.next());
+        }
+    }
+
+    public static void main(String[] args) throws IOException {
+
+        for (int i = 0; i < inputPaths.length; i++) {
+            JobConf job = new JobConf(RecordBalance.class);
+            job.addResource(new Path(confPath + "/core-site.xml"));
+            job.addResource(new Path(confPath + "/mapred-site.xml"));
+            job.addResource(new Path(confPath + "/hdfs-site.xml"));
+
+            job.setJobName(RecordBalance.class.getSimpleName());
+            job.setMapperClass(MapRecordOnly.class);
+            job.setReducerClass(ReduceRecordOnly.class);
+            job.setMapOutputKeyClass(LongWritable.class);
+            job.setMapOutputValueClass(Text.class);
+
+            job.setInputFormat(TextInputFormat.class);
+            FileInputFormat.setInputPaths(job, inputPaths[i]);
+            FileOutputFormat.setOutputPath(job, outputPaths[i]);
+            job.setNumReduceTasks(Integer.parseInt(args[0]));
+
+            JobClient.runJob(job);
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/legacy/LegacyTestCase.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/legacy/LegacyTestCase.java
new file mode 100644
index 0000000..32c1c3f
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/legacy/LegacyTestCase.java
@@ -0,0 +1,142 @@
+package edu.uci.ics.hivesterix.test.legacy;
+
+import java.io.File;
+import java.io.PrintWriter;
+import java.io.StringWriter;
+
+import org.apache.hadoop.fs.FileStatus;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.Driver;
+import org.junit.Test;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
+
+public class LegacyTestCase extends AbstractHivesterixTestCase {
+    private File resultFile;
+    private FileSystem dfs;
+
+    public LegacyTestCase(File queryFile, File resultFile) {
+        super("legacy", queryFile);
+        this.queryFile = queryFile;
+        this.resultFile = resultFile;
+    }
+
+    @Test
+    public void testRuntimeFunction() throws Exception {
+        StringBuilder queryString = new StringBuilder();
+        readFileToString(queryFile, queryString);
+        String[] queries = queryString.toString().split(";");
+        StringWriter sw = new StringWriter();
+
+        HiveConf hconf = ConfUtil.getHiveConf();
+        Driver driver = new Driver(hconf, new PrintWriter(sw));
+        driver.init();
+
+        dfs = FileSystem.get(ConfUtil.getJobConf());
+
+        int i = 0;
+        for (String query : queries) {
+            if (i == queries.length - 1)
+                break;
+            driver.run(query);
+            driver.clear();
+            i++;
+        }
+
+        String warehouse = hconf.get("hive.metastore.warehouse.dir");
+        String tableName = removeExt(resultFile.getName());
+        String directory = warehouse + "/" + tableName + "/";
+        String localDirectory = "tmp";
+
+        FileStatus[] files = dfs.listStatus(new Path(directory));
+        FileSystem lfs = null;
+        if (files == null) {
+            lfs = FileSystem.getLocal(ConfUtil.getJobConf());
+            files = lfs.listStatus(new Path(directory));
+        }
+
+        File resultDirectory = new File(localDirectory + "/" + tableName);
+        deleteDir(resultDirectory);
+        resultDirectory.mkdir();
+
+        for (FileStatus fs : files) {
+            Path src = fs.getPath();
+            if (src.getName().indexOf("crc") >= 0)
+                continue;
+
+            String destStr = localDirectory + "/" + tableName + "/" + src.getName();
+            Path dest = new Path(destStr);
+            if (lfs != null) {
+                lfs.copyToLocalFile(src, dest);
+                dfs.copyFromLocalFile(dest, new Path(directory));
+            } else
+                dfs.copyToLocalFile(src, dest);
+        }
+
+        File[] rFiles = resultDirectory.listFiles();
+        StringBuilder sb = new StringBuilder();
+        for (File r : rFiles) {
+            if (r.getName().indexOf("crc") >= 0)
+                continue;
+            readFileToString(r, sb);
+        }
+        deleteDir(resultDirectory);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(resultFile, buf);
+        if (!equal(buf, sb)) {
+            throw new Exception("Result for " + queryFile + " changed:\n" + sw.toString());
+        }
+    }
+
+    private void deleteDir(File resultDirectory) {
+        if (resultDirectory.exists()) {
+            File[] rFiles = resultDirectory.listFiles();
+            for (File r : rFiles)
+                r.delete();
+            resultDirectory.delete();
+        }
+    }
+
+    private boolean equal(StringBuilder sb1, StringBuilder sb2) {
+        String s1 = sb1.toString();
+        String s2 = sb2.toString();
+        String[] rowsOne = s1.split("\n");
+        String[] rowsTwo = s2.split("\n");
+
+        if (rowsOne.length != rowsTwo.length)
+            return false;
+
+        for (int i = 0; i < rowsOne.length; i++) {
+            String row1 = rowsOne[i];
+            String row2 = rowsTwo[i];
+
+            if (row1.equals(row2))
+                continue;
+
+            String[] fields1 = row1.split("");
+            String[] fields2 = row2.split("");
+
+            for (int j = 0; j < fields1.length; j++) {
+                if (fields1[j].equals(fields2[j])) {
+                    continue;
+                } else if (fields1[j].indexOf('.') < 0) {
+                    return false;
+                } else {
+                    Float float1 = Float.parseFloat(fields1[j]);
+                    Float float2 = Float.parseFloat(fields2[j]);
+
+                    if (Math.abs(float1 - float2) == 0)
+                        continue;
+                    else
+                        return false;
+                }
+            }
+        }
+
+        return true;
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestCase.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestCase.java
new file mode 100644
index 0000000..0e2a5d5
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestCase.java
@@ -0,0 +1,53 @@
+package edu.uci.ics.hivesterix.test.optimizer;
+
+import java.io.File;
+import java.io.PrintWriter;
+import java.io.StringWriter;
+
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.Driver;
+import org.junit.Test;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
+
+public class OptimizerTestCase extends AbstractHivesterixTestCase {
+    private File resultFile;
+
+    OptimizerTestCase(File queryFile, File resultFile) {
+        super("testOptimizer", queryFile);
+        this.queryFile = queryFile;
+        this.resultFile = resultFile;
+    }
+
+    @Test
+    public void testOptimizer() throws Exception {
+        StringBuilder queryString = new StringBuilder();
+        readFileToString(queryFile, queryString);
+        String[] queries = queryString.toString().split(";");
+        StringWriter sw = new StringWriter();
+
+        HiveConf hconf = ConfUtil.getHiveConf();
+        Driver driver = new Driver(hconf, new PrintWriter(sw));
+        driver.init();
+
+        int i = 0;
+        for (String query : queries) {
+            if (i == queries.length - 1)
+                break;
+            if (query.toLowerCase().indexOf("create") >= 0 || query.toLowerCase().indexOf("drop") >= 0
+                    || query.toLowerCase().indexOf("set") >= 0 || query.toLowerCase().startsWith("\n\ncreate")
+                    || query.toLowerCase().startsWith("\n\ndrop") || query.toLowerCase().startsWith("\n\nset"))
+                driver.run(query);
+            else
+                driver.compile(query);
+            driver.clear();
+            i++;
+        }
+        StringBuilder buf = new StringBuilder();
+        readFileToString(resultFile, buf);
+        if (!buf.toString().equals(sw.toString())) {
+            throw new Exception("Result for " + queryFile + " changed:\n" + sw.toString());
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuitGenerator.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuitGenerator.java
new file mode 100644
index 0000000..c6b788f
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuitGenerator.java
@@ -0,0 +1,75 @@
+package edu.uci.ics.hivesterix.test.optimizer;
+
+import java.io.File;
+import java.io.FileNotFoundException;
+import java.io.IOException;
+import java.io.UnsupportedEncodingException;
+import java.util.List;
+
+import junit.framework.Test;
+import junit.framework.TestResult;
+import edu.uci.ics.hivesterix.test.base.AbstractTestSuiteClass;
+
+public class OptimizerTestSuitGenerator extends AbstractTestSuiteClass {
+    private static final String PATH_TO_QUERIES = "src/test/resources/optimizerts/queries/";
+    private static final String PATH_TO_RESULTS = "src/test/resources/optimizerts/results/";
+    private static final String PATH_TO_IGNORES = "src/test/resources/optimizerts/ignore.txt";
+
+    private static final String FILE_EXTENSION_OF_RESULTS = "plan";
+
+    public static Test suite() throws UnsupportedEncodingException, FileNotFoundException, IOException {
+        List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
+        File testData = new File(PATH_TO_QUERIES);
+        File[] queries = testData.listFiles();
+        OptimizerTestSuitGenerator testSuite = new OptimizerTestSuitGenerator();
+        // set hdfs and hyracks cluster, and load test data to hdfs
+        try {
+            testSuite.setup();
+            testSuite.loadData();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+
+        for (File qFile : queries) {
+            if (isIgnored(qFile.getName(), ignores))
+                continue;
+
+            if (qFile.isFile()) {
+                String resultFileName = aqlExtToResExt(qFile.getName());
+                File rFile = new File(PATH_TO_RESULTS + resultFileName);
+                testSuite.addTest(new OptimizerTestSuiteCaseGenerator(qFile, rFile));
+            }
+        }
+        return testSuite;
+    }
+
+    private static String aqlExtToResExt(String fname) {
+        int dot = fname.lastIndexOf('.');
+        return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
+    }
+
+    /**
+     * Runs the tests and collects their result in a TestResult.
+     */
+    @Override
+    public void run(TestResult result) {
+
+        int testCount = countTestCases();
+        for (int i = 0; i < testCount; i++) {
+            Test each = this.testAt(i);
+            if (result.shouldStop())
+                break;
+            runTest(each, result);
+        }
+
+        // cleanup hdfs and hyracks cluster
+        try {
+            cleanup();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuite.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuite.java
new file mode 100644
index 0000000..8ac4e86
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuite.java
@@ -0,0 +1,53 @@
+package edu.uci.ics.hivesterix.test.optimizer;
+
+import java.io.File;
+import java.io.FileNotFoundException;
+import java.io.IOException;
+import java.io.UnsupportedEncodingException;
+import java.util.List;
+
+import junit.framework.Test;
+import edu.uci.ics.hivesterix.test.base.AbstractTestSuiteClass;
+
+public class OptimizerTestSuite extends AbstractTestSuiteClass {
+
+    private static final String PATH_TO_QUERIES = "src/test/resources/optimizerts/queries/";
+    private static final String PATH_TO_RESULTS = "src/test/resources/optimizerts/results/";
+    private static final String PATH_TO_IGNORES = "src/test/resources/optimizerts/ignore.txt";
+
+    private static final String FILE_EXTENSION_OF_RESULTS = "plan";
+
+    public static Test suite() throws UnsupportedEncodingException, FileNotFoundException, IOException {
+        List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
+        File testData = new File(PATH_TO_QUERIES);
+        File[] queries = testData.listFiles();
+        OptimizerTestSuite testSuite = new OptimizerTestSuite();
+
+        // set hdfs and hyracks cluster, and load test data to hdfs
+        try {
+            testSuite.setup();
+            testSuite.loadData();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+
+        for (File qFile : queries) {
+            if (isIgnored(qFile.getName(), ignores))
+                continue;
+
+            if (qFile.isFile() && qFile.getName().startsWith("h11_")) {
+                String resultFileName = hiveExtToResExt(qFile.getName());
+                File rFile = new File(PATH_TO_RESULTS + resultFileName);
+                testSuite.addTest(new OptimizerTestCase(qFile, rFile));
+            }
+        }
+        return testSuite;
+    }
+
+    private static String hiveExtToResExt(String fname) {
+        int dot = fname.lastIndexOf('.');
+        return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuiteCaseGenerator.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuiteCaseGenerator.java
new file mode 100644
index 0000000..ee82eb3
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuiteCaseGenerator.java
@@ -0,0 +1,50 @@
+package edu.uci.ics.hivesterix.test.optimizer;
+
+import java.io.File;
+import java.io.PrintWriter;
+import java.io.StringWriter;
+
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.Driver;
+import org.junit.Test;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
+
+public class OptimizerTestSuiteCaseGenerator extends AbstractHivesterixTestCase {
+    private File resultFile;
+
+    OptimizerTestSuiteCaseGenerator(File queryFile, File resultFile) {
+        super("testOptimizer", queryFile);
+        this.queryFile = queryFile;
+        this.resultFile = resultFile;
+    }
+
+    @Test
+    public void testOptimizer() throws Exception {
+        StringBuilder queryString = new StringBuilder();
+        readFileToString(queryFile, queryString);
+        String[] queries = queryString.toString().split(";");
+        StringWriter sw = new StringWriter();
+
+        HiveConf hconf = ConfUtil.getHiveConf();
+        Driver driver = new Driver(hconf, new PrintWriter(sw));
+        driver.init();
+
+        int i = 0;
+        for (String query : queries) {
+            if (i == queries.length - 1)
+                break;
+            if (query.toLowerCase().indexOf("create") >= 0 || query.toLowerCase().indexOf("drop") >= 0
+                    || query.toLowerCase().indexOf("set") >= 0 || query.toLowerCase().startsWith("\n\ncreate")
+                    || query.toLowerCase().startsWith("\n\ndrop") || query.toLowerCase().startsWith("\n\nset"))
+                driver.run(query);
+            else
+                driver.compile(query);
+            driver.clear();
+            i++;
+        }
+        sw.close();
+        writeStringToFile(resultFile, sw);
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestCase.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestCase.java
new file mode 100644
index 0000000..fdc4c68
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestCase.java
@@ -0,0 +1,147 @@
+package edu.uci.ics.hivesterix.test.runtimefunction;
+
+import java.io.File;
+import java.io.PrintWriter;
+import java.io.StringWriter;
+
+import org.apache.hadoop.fs.FileStatus;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.Driver;
+import org.junit.Test;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
+
+public class RuntimeFunctionTestCase extends AbstractHivesterixTestCase {
+    private File resultFile;
+    private FileSystem dfs;
+
+    RuntimeFunctionTestCase(File queryFile, File resultFile) {
+        super("testRuntimeFunction", queryFile);
+        this.queryFile = queryFile;
+        this.resultFile = resultFile;
+    }
+
+    @Test
+    public void testRuntimeFunction() throws Exception {
+        StringBuilder queryString = new StringBuilder();
+        readFileToString(queryFile, queryString);
+        String[] queries = queryString.toString().split(";");
+        StringWriter sw = new StringWriter();
+
+        HiveConf hconf = ConfUtil.getHiveConf();
+        Driver driver = new Driver(hconf, new PrintWriter(sw));
+        driver.init();
+        // Driver driver = new Driver(hconf);
+
+        dfs = FileSystem.get(ConfUtil.getJobConf());
+
+        int i = 0;
+        for (String query : queries) {
+            if (i == queries.length - 1)
+                break;
+            driver.run(query);
+            driver.clear();
+            i++;
+        }
+
+        String warehouse = hconf.get("hive.metastore.warehouse.dir");
+        String tableName = removeExt(resultFile.getName());
+        String directory = warehouse + "/" + tableName + "/";
+        String localDirectory = "tmp";
+
+        FileStatus[] files = dfs.listStatus(new Path(directory));
+        FileSystem lfs = null;
+        if (files == null) {
+            lfs = FileSystem.getLocal(ConfUtil.getJobConf());
+            files = lfs.listStatus(new Path(directory));
+        }
+
+        File resultDirectory = new File(localDirectory + "/" + tableName);
+        deleteDir(resultDirectory);
+        resultDirectory.mkdir();
+
+        for (FileStatus fs : files) {
+            Path src = fs.getPath();
+            if (src.getName().indexOf("crc") >= 0)
+                continue;
+
+            String destStr = localDirectory + "/" + tableName + "/" + src.getName();
+            Path dest = new Path(destStr);
+            if (lfs != null) {
+                lfs.copyToLocalFile(src, dest);
+                dfs.copyFromLocalFile(dest, new Path(directory));
+            } else
+                dfs.copyToLocalFile(src, dest);
+        }
+
+        File[] rFiles = resultDirectory.listFiles();
+        StringBuilder sb = new StringBuilder();
+        for (File r : rFiles) {
+            if (r.getName().indexOf("crc") >= 0)
+                continue;
+            readFileToString(r, sb);
+        }
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(resultFile, buf);
+        StringBuffer errorMsg = new StringBuffer();
+        if (!equal(buf, sb, errorMsg)) {
+            throw new Exception("Result for " + queryFile + " changed:\n" + errorMsg.toString());
+        }
+        deleteDir(resultDirectory);
+    }
+
+    private void deleteDir(File resultDirectory) {
+        if (resultDirectory.exists()) {
+            File[] rFiles = resultDirectory.listFiles();
+            for (File r : rFiles)
+                r.delete();
+            resultDirectory.delete();
+        }
+    }
+
+    private boolean equal(StringBuilder sb1, StringBuilder sb2, StringBuffer errorMsg) {
+        String s1 = sb1.toString();
+        String s2 = sb2.toString();
+        String[] rowsOne = s1.split("\n");
+        String[] rowsTwo = s2.split("\n");
+
+        if (rowsOne.length != rowsTwo.length)
+            return false;
+
+        for (int i = 0; i < rowsOne.length; i++) {
+            String row1 = rowsOne[i];
+            String row2 = rowsTwo[i];
+
+            if (row1.equals(row2))
+                continue;
+
+            String[] fields1 = row1.split("");
+            String[] fields2 = row2.split("");
+
+            for (int j = 0; j < fields1.length; j++) {
+                if (fields1[j].equals(fields2[j])) {
+                    continue;
+                } else if (fields1[j].indexOf('.') < 0) {
+                    errorMsg.append("line " + i + " column " + j + ": " + fields2[j] + " expected " + fields1[j]);
+                    return false;
+                } else {
+                    Float float1 = Float.parseFloat(fields1[j]);
+                    Float float2 = Float.parseFloat(fields2[j]);
+
+                    if (Math.abs(float1 - float2) == 0)
+                        continue;
+                    else {
+                        errorMsg.append("line " + i + " column " + j + ": " + fields2[j] + " expected " + fields1[j]);
+                        return false;
+                    }
+                }
+            }
+        }
+
+        return true;
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuite.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuite.java
new file mode 100644
index 0000000..9610497
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuite.java
@@ -0,0 +1,74 @@
+package edu.uci.ics.hivesterix.test.runtimefunction;
+
+import java.io.File;
+import java.util.List;
+
+import junit.framework.Test;
+import junit.framework.TestResult;
+import edu.uci.ics.hivesterix.test.base.AbstractTestSuiteClass;
+
+public class RuntimeFunctionTestSuite extends AbstractTestSuiteClass {
+
+    private static final String PATH_TO_QUERIES = "src/test/resources/runtimefunctionts/queries/";
+    private static final String PATH_TO_RESULTS = "src/test/resources/runtimefunctionts/results/";
+    private static final String PATH_TO_IGNORES = "src/test/resources/runtimefunctionts/ignore.txt";
+
+    private static final String FILE_EXTENSION_OF_RESULTS = "result";
+
+    public static Test suite() throws Exception {
+        List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
+        File testData = new File(PATH_TO_QUERIES);
+        File[] queries = testData.listFiles();
+        RuntimeFunctionTestSuite testSuite = new RuntimeFunctionTestSuite();
+
+        // set hdfs and hyracks cluster, and load test data to hdfs
+        try {
+            testSuite.setup();
+            testSuite.loadData();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+
+        for (File qFile : queries) {
+            if (isIgnored(qFile.getName(), ignores))
+                continue;
+
+            if (qFile.isFile()) {
+                String resultFileName = hiveExtToResExt(qFile.getName());
+                File rFile = new File(PATH_TO_RESULTS + resultFileName);
+                testSuite.addTest(new RuntimeFunctionTestCase(qFile, rFile));
+            }
+        }
+        return testSuite;
+    }
+
+    private static String hiveExtToResExt(String fname) {
+        int dot = fname.lastIndexOf('.');
+        return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
+    }
+
+    /**
+     * Runs the tests and collects their result in a TestResult.
+     */
+    @Override
+    public void run(TestResult result) {
+
+        int testCount = countTestCases();
+        for (int i = 0; i < testCount; i++) {
+            Test each = this.testAt(i);
+            if (result.shouldStop())
+                break;
+            runTest(each, result);
+        }
+
+        // cleanup hdfs and hyracks cluster
+        try {
+            cleanup();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteCaseGenerator.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteCaseGenerator.java
new file mode 100644
index 0000000..a416759
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteCaseGenerator.java
@@ -0,0 +1,99 @@
+package edu.uci.ics.hivesterix.test.runtimefunction;
+
+import java.io.File;
+import java.io.PrintWriter;
+import java.io.StringWriter;
+
+import org.apache.hadoop.fs.FileStatus;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.Driver;
+import org.junit.Test;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
+
+public class RuntimeFunctionTestSuiteCaseGenerator extends AbstractHivesterixTestCase {
+    private File resultFile;
+    private FileSystem dfs;
+
+    RuntimeFunctionTestSuiteCaseGenerator(File queryFile, File resultFile) {
+        super("testRuntimeFunction", queryFile);
+        this.queryFile = queryFile;
+        this.resultFile = resultFile;
+    }
+
+    @Test
+    public void testRuntimeFunction() throws Exception {
+        StringBuilder queryString = new StringBuilder();
+        readFileToString(queryFile, queryString);
+        String[] queries = queryString.toString().split(";");
+        StringWriter sw = new StringWriter();
+
+        HiveConf hconf = ConfUtil.getHiveConf();
+        Driver driver = new Driver(hconf, new PrintWriter(sw));
+        driver.init();
+
+        dfs = FileSystem.get(ConfUtil.getJobConf());
+
+        int i = 0;
+        for (String query : queries) {
+            if (i == queries.length - 1)
+                break;
+            driver.run(query);
+            driver.clear();
+            i++;
+        }
+
+        String warehouse = hconf.get("hive.metastore.warehouse.dir");
+        String tableName = removeExt(resultFile.getName());
+        String directory = warehouse + "/" + tableName + "/";
+        String localDirectory = "tmp";
+
+        FileStatus[] files = dfs.listStatus(new Path(directory));
+        FileSystem lfs = null;
+        if (files == null) {
+            lfs = FileSystem.getLocal(ConfUtil.getJobConf());
+            files = lfs.listStatus(new Path(directory));
+        }
+
+        File resultDirectory = new File(localDirectory + "/" + tableName);
+        deleteDir(resultDirectory);
+        resultDirectory.mkdir();
+
+        for (FileStatus fs : files) {
+            Path src = fs.getPath();
+            if (src.getName().indexOf("crc") >= 0)
+                continue;
+
+            String destStr = localDirectory + "/" + tableName + "/" + src.getName();
+            Path dest = new Path(destStr);
+            if (lfs != null) {
+                lfs.copyToLocalFile(src, dest);
+                dfs.copyFromLocalFile(dest, new Path(directory));
+            } else
+                dfs.copyToLocalFile(src, dest);
+        }
+
+        File[] rFiles = resultDirectory.listFiles();
+        StringBuilder sb = new StringBuilder();
+        for (File r : rFiles) {
+            if (r.getName().indexOf("crc") >= 0)
+                continue;
+            readFileToString(r, sb);
+        }
+        deleteDir(resultDirectory);
+
+        writeStringToFile(resultFile, sb);
+    }
+
+    private void deleteDir(File resultDirectory) {
+        if (resultDirectory.exists()) {
+            File[] rFiles = resultDirectory.listFiles();
+            for (File r : rFiles)
+                r.delete();
+            resultDirectory.delete();
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteGenerator.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteGenerator.java
new file mode 100644
index 0000000..ca2bd6d
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteGenerator.java
@@ -0,0 +1,74 @@
+package edu.uci.ics.hivesterix.test.runtimefunction;
+
+import java.io.File;
+import java.util.List;
+
+import junit.framework.Test;
+import junit.framework.TestResult;
+import edu.uci.ics.hivesterix.test.base.AbstractTestSuiteClass;
+
+public class RuntimeFunctionTestSuiteGenerator extends AbstractTestSuiteClass {
+
+    private static final String PATH_TO_QUERIES = "src/test/resources/runtimefunctionts/queries/";
+    private static final String PATH_TO_RESULTS = "src/test/resources/runtimefunctionts/results/";
+    private static final String PATH_TO_IGNORES = "src/test/resources/runtimefunctionts/ignore.txt";
+
+    private static final String FILE_EXTENSION_OF_RESULTS = "result";
+
+    public static Test suite() throws Exception {
+        List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
+        File testData = new File(PATH_TO_QUERIES);
+        File[] queries = testData.listFiles();
+        RuntimeFunctionTestSuiteGenerator testSuite = new RuntimeFunctionTestSuiteGenerator();
+
+        // set hdfs and hyracks cluster, and load test data to hdfs
+        try {
+            testSuite.setup();
+            testSuite.loadData();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+
+        for (File qFile : queries) {
+            if (isIgnored(qFile.getName(), ignores))
+                continue;
+
+            if (qFile.isFile() && qFile.getName().startsWith("q16_")) {
+                String resultFileName = hiveExtToResExt(qFile.getName());
+                File rFile = new File(PATH_TO_RESULTS + resultFileName);
+                testSuite.addTest(new RuntimeFunctionTestSuiteCaseGenerator(qFile, rFile));
+            }
+        }
+        return testSuite;
+    }
+
+    private static String hiveExtToResExt(String fname) {
+        int dot = fname.lastIndexOf('.');
+        return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
+    }
+
+    /**
+     * Runs the tests and collects their result in a TestResult.
+     */
+    @Override
+    public void run(TestResult result) {
+
+        int testCount = countTestCases();
+        for (int i = 0; i < testCount; i++) {
+            Test each = this.testAt(i);
+            if (result.shouldStop())
+                break;
+            runTest(each, result);
+        }
+
+        // cleanup hdfs and hyracks cluster
+        try {
+            cleanup();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e.getMessage());
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/serde/SerDeTest.java b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/serde/SerDeTest.java
new file mode 100644
index 0000000..cd39c5a
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/java/edu/uci/ics/hivesterix/test/serde/SerDeTest.java
@@ -0,0 +1,217 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.test.serde;
+
+import java.util.List;
+import java.util.Properties;
+
+import junit.framework.TestCase;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hive.serde.Constants;
+import org.apache.hadoop.hive.serde2.SerDe;
+import org.apache.hadoop.hive.serde2.SerDeException;
+import org.apache.hadoop.hive.serde2.io.ByteWritable;
+import org.apache.hadoop.hive.serde2.io.DoubleWritable;
+import org.apache.hadoop.hive.serde2.io.ShortWritable;
+import org.apache.hadoop.hive.serde2.lazy.LazyPrimitive;
+import org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+import org.apache.hadoop.io.BytesWritable;
+import org.apache.hadoop.io.IntWritable;
+import org.apache.hadoop.io.LongWritable;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.Writable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
+
+/**
+ * TestLazySimpleSerDe.
+ */
+@SuppressWarnings({ "deprecation", "rawtypes" })
+public class SerDeTest extends TestCase {
+
+    /**
+     * Test the LazySimpleSerDe class.
+     */
+    public void testLazySimpleSerDe() throws Throwable {
+        try {
+            // Create the SerDe
+            LazySimpleSerDe serDe = new LazySimpleSerDe();
+            Configuration conf = new Configuration();
+            Properties tbl = createProperties();
+            serDe.initialize(conf, tbl);
+
+            LazySerDe outputSerde = new LazySerDe();
+            outputSerde.initialize(conf, tbl);
+
+            // Data
+            String s = "123\t456\t789\t1000\t5.3\thive and hadoop\t1\tqf";
+
+            byte[] bytes = s.getBytes();
+            Writable bytesWritable = new BytesWritable(bytes);
+
+            // Test
+            // deserializeAndSerialize(serDe, t, s, expectedFieldsData);
+            Object row = serDe.deserialize(bytesWritable); // test my serde
+            StructObjectInspector simpleInspector = (StructObjectInspector) serDe.getObjectInspector();
+            List<Object> fields = simpleInspector.getStructFieldsDataAsList(row);
+            List<? extends StructField> fieldRefs = simpleInspector.getAllStructFieldRefs();
+
+            int i = 0;
+            for (Object field : fields) {
+                BytesWritable fieldWritable = (BytesWritable) outputSerde.serialize(field, fieldRefs.get(i)
+                        .getFieldObjectInspector());
+                System.out.print(fieldWritable.getSize() + "|");
+                i++;
+            }
+
+            // Writable output = outputSerde.serialize(row, serDe
+            // .getObjectInspector());
+            // System.out.println(output);
+            //
+            // Object row2 = outputSerde.deserialize(output);
+            // Writable output2 = serDe.serialize(row2, outputSerde
+            // .getObjectInspector());
+            // System.out.println(output2);
+
+            // System.out.println(output);
+            // deserializeAndSerialize(outputSerde, t, s, expectedFieldsData);
+
+        } catch (Throwable e) {
+            e.printStackTrace();
+            throw e;
+        }
+    }
+
+    private void deserializeAndSerialize(SerDe serDe, Text t, String s, Object[] expectedFieldsData)
+            throws SerDeException {
+        // Get the row structure
+        StructObjectInspector oi = (StructObjectInspector) serDe.getObjectInspector();
+        List<? extends StructField> fieldRefs = oi.getAllStructFieldRefs();
+        assertEquals(8, fieldRefs.size());
+
+        // Deserialize
+        Object row = serDe.deserialize(t);
+        for (int i = 0; i < fieldRefs.size(); i++) {
+            Object fieldData = oi.getStructFieldData(row, fieldRefs.get(i));
+            if (fieldData != null) {
+                fieldData = ((LazyPrimitive) fieldData).getWritableObject();
+            }
+            assertEquals("Field " + i, expectedFieldsData[i], fieldData);
+        }
+        // Serialize
+        assertEquals(Text.class, serDe.getSerializedClass());
+        Text serializedText = (Text) serDe.serialize(row, oi);
+        assertEquals("Serialized data", s, serializedText.toString());
+    }
+
+    private Properties createProperties() {
+        Properties tbl = new Properties();
+
+        // Set the configuration parameters
+        tbl.setProperty(Constants.SERIALIZATION_FORMAT, "9");
+        tbl.setProperty("columns", "abyte,ashort,aint,along,adouble,astring,anullint,anullstring");
+        tbl.setProperty("columns.types", "tinyint:smallint:int:bigint:double:string:int:string");
+        tbl.setProperty(Constants.SERIALIZATION_NULL_FORMAT, "NULL");
+        return tbl;
+    }
+
+    /**
+     * Test the LazySimpleSerDe class with LastColumnTakesRest option.
+     */
+    public void testLazySimpleSerDeLastColumnTakesRest() throws Throwable {
+        try {
+            // Create the SerDe
+            LazySimpleSerDe serDe = new LazySimpleSerDe();
+            Configuration conf = new Configuration();
+            Properties tbl = createProperties();
+            tbl.setProperty(Constants.SERIALIZATION_LAST_COLUMN_TAKES_REST, "true");
+            serDe.initialize(conf, tbl);
+
+            // Data
+            Text t = new Text("123\t456\t789\t1000\t5.3\thive and hadoop\t1.\ta\tb\t");
+            String s = "123\t456\t789\t1000\t5.3\thive and hadoop\tNULL\ta\tb\t";
+            Object[] expectedFieldsData = { new ByteWritable((byte) 123), new ShortWritable((short) 456),
+                    new IntWritable(789), new LongWritable(1000), new DoubleWritable(5.3), new Text("hive and hadoop"),
+                    null, new Text("a\tb\t") };
+
+            // Test
+            deserializeAndSerialize(serDe, t, s, expectedFieldsData);
+
+        } catch (Throwable e) {
+            e.printStackTrace();
+            throw e;
+        }
+    }
+
+    /**
+     * Test the LazySimpleSerDe class with extra columns.
+     */
+    public void testLazySimpleSerDeExtraColumns() throws Throwable {
+        try {
+            // Create the SerDe
+            LazySimpleSerDe serDe = new LazySimpleSerDe();
+            Configuration conf = new Configuration();
+            Properties tbl = createProperties();
+            serDe.initialize(conf, tbl);
+
+            // Data
+            Text t = new Text("123\t456\t789\t1000\t5.3\thive and hadoop\t1.\ta\tb\t");
+            String s = "123\t456\t789\t1000\t5.3\thive and hadoop\tNULL\ta";
+            Object[] expectedFieldsData = { new ByteWritable((byte) 123), new ShortWritable((short) 456),
+                    new IntWritable(789), new LongWritable(1000), new DoubleWritable(5.3), new Text("hive and hadoop"),
+                    null, new Text("a") };
+
+            // Test
+            deserializeAndSerialize(serDe, t, s, expectedFieldsData);
+
+        } catch (Throwable e) {
+            e.printStackTrace();
+            throw e;
+        }
+    }
+
+    /**
+     * Test the LazySimpleSerDe class with missing columns.
+     */
+    public void testLazySimpleSerDeMissingColumns() throws Throwable {
+        try {
+            // Create the SerDe
+            LazySimpleSerDe serDe = new LazySimpleSerDe();
+            Configuration conf = new Configuration();
+            Properties tbl = createProperties();
+            serDe.initialize(conf, tbl);
+
+            // Data
+            Text t = new Text("123\t456\t789\t1000\t5.3\t");
+            String s = "123\t456\t789\t1000\t5.3\t\tNULL\tNULL";
+            Object[] expectedFieldsData = { new ByteWritable((byte) 123), new ShortWritable((short) 456),
+                    new IntWritable(789), new LongWritable(1000), new DoubleWritable(5.3), new Text(""), null, null };
+
+            // Test
+            deserializeAndSerialize(serDe, t, s, expectedFieldsData);
+
+        } catch (Throwable e) {
+            e.printStackTrace();
+            throw e;
+        }
+    }
+
+}
diff --git a/hivesterix/src/test/resources/log4j.properties b/hivesterix/hivesterix-dist/src/test/resources/log4j.properties
similarity index 100%
rename from hivesterix/src/test/resources/log4j.properties
rename to hivesterix/hivesterix-dist/src/test/resources/log4j.properties
diff --git a/hivesterix/src/test/resources/logging.properties b/hivesterix/hivesterix-dist/src/test/resources/logging.properties
similarity index 100%
rename from hivesterix/src/test/resources/logging.properties
rename to hivesterix/hivesterix-dist/src/test/resources/logging.properties
diff --git a/hivesterix/src/test/resources/optimizerts/hive/conf/hive-default.xml b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/hive/conf/hive-default.xml
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/hive/conf/hive-default.xml
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/hive/conf/hive-default.xml
diff --git a/hivesterix/src/test/resources/optimizerts/ignore.txt b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/ignore.txt
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/ignore.txt
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/ignore.txt
diff --git a/hivesterix/src/test/resources/optimizerts/queries/h11_share_scan.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/h11_share_scan.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/h11_share_scan.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/h11_share_scan.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/h12_select_struct.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/h12_select_struct.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/h12_select_struct.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/h12_select_struct.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q10_returned_item.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q10_returned_item.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q10_returned_item.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q10_returned_item.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q11_important_stock.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q11_important_stock.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q11_important_stock.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q11_important_stock.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q12_shipping.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q12_shipping.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q12_shipping.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q12_shipping.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q13_customer_distribution.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q13_customer_distribution.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q13_customer_distribution.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q13_customer_distribution.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q14_promotion_effect.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q14_promotion_effect.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q14_promotion_effect.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q14_promotion_effect.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q15_top_supplier.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q15_top_supplier.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q15_top_supplier.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q15_top_supplier.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q16_parts_supplier_relationship.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q16_parts_supplier_relationship.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q16_parts_supplier_relationship.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q16_parts_supplier_relationship.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q17_small_quantity_order_revenue.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q17_small_quantity_order_revenue.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q17_small_quantity_order_revenue.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q17_small_quantity_order_revenue.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q18_large_volume_customer.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q18_large_volume_customer.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q18_large_volume_customer.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q18_large_volume_customer.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q19_discounted_revenue.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q19_discounted_revenue.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q19_discounted_revenue.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q19_discounted_revenue.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q1_pricing_summary_report.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q1_pricing_summary_report.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q1_pricing_summary_report.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q1_pricing_summary_report.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q20_potential_part_promotion.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q20_potential_part_promotion.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q20_potential_part_promotion.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q20_potential_part_promotion.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q21_suppliers_who_kept_orders_waiting.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q21_suppliers_who_kept_orders_waiting.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q21_suppliers_who_kept_orders_waiting.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q21_suppliers_who_kept_orders_waiting.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q22_global_sales_opportunity.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q22_global_sales_opportunity.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q22_global_sales_opportunity.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q22_global_sales_opportunity.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q2_minimum_cost_supplier.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q2_minimum_cost_supplier.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q2_minimum_cost_supplier.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q2_minimum_cost_supplier.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q3_shipping_priority.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q3_shipping_priority.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q3_shipping_priority.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q3_shipping_priority.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q4_order_priority.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q4_order_priority.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q4_order_priority.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q4_order_priority.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q5_local_supplier_volume.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q5_local_supplier_volume.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q5_local_supplier_volume.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q5_local_supplier_volume.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q6_forecast_revenue_change.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q6_forecast_revenue_change.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q6_forecast_revenue_change.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q6_forecast_revenue_change.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q7_volume_shipping.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q7_volume_shipping.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q7_volume_shipping.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q7_volume_shipping.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q8_national_market_share.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q8_national_market_share.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q8_national_market_share.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q8_national_market_share.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/q9_product_type_profit.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q9_product_type_profit.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/q9_product_type_profit.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/q9_product_type_profit.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/u10_nestedloop_join.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u10_nestedloop_join.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u10_nestedloop_join.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u10_nestedloop_join.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/u1_group_by.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u1_group_by.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u1_group_by.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u1_group_by.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/u2_select-project.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u2_select-project.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u2_select-project.hive
rename to hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u2_select-project.hive
diff --git a/hivesterix/src/test/resources/optimizerts/queries/u3_union.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u3_union.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u3_union.hive
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diff --git a/hivesterix/src/test/resources/optimizerts/queries/u4_join.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u4_join.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u4_join.hive
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diff --git a/hivesterix/src/test/resources/optimizerts/queries/u5_lateral_view.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u5_lateral_view.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u5_lateral_view.hive
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diff --git a/hivesterix/src/test/resources/optimizerts/queries/u6_limit.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u6_limit.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u6_limit.hive
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diff --git a/hivesterix/src/test/resources/optimizerts/queries/u7_multi_join.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u7_multi_join.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u7_multi_join.hive
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diff --git a/hivesterix/src/test/resources/optimizerts/queries/u8_non_mapred.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u8_non_mapred.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u8_non_mapred.hive
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diff --git a/hivesterix/src/test/resources/optimizerts/queries/u9_order_by.hive b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/queries/u9_order_by.hive
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/queries/u9_order_by.hive
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diff --git a/hivesterix/src/test/resources/optimizerts/results/h11_share_scan.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/h11_share_scan.plan
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/results/h11_share_scan.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/h12_select_struct.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/h12_select_struct.plan
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/results/h12_select_struct.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q10_returned_item.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q10_returned_item.plan
similarity index 100%
rename from hivesterix/src/test/resources/optimizerts/results/q10_returned_item.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q11_important_stock.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q11_important_stock.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q12_shipping.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q12_shipping.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q13_customer_distribution.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q13_customer_distribution.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q14_promotion_effect.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q14_promotion_effect.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q15_top_supplier.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q15_top_supplier.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q16_parts_supplier_relationship.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q16_parts_supplier_relationship.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q17_small_quantity_order_revenue.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q17_small_quantity_order_revenue.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q18_large_volume_customer.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q18_large_volume_customer.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q19_discounted_revenue.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q19_discounted_revenue.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q1_pricing_summary_report.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q1_pricing_summary_report.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q20_potential_part_promotion.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q20_potential_part_promotion.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q21_suppliers_who_kept_orders_waiting.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q21_suppliers_who_kept_orders_waiting.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q22_global_sales_opportunity.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q22_global_sales_opportunity.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q2_minimum_cost_supplier.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q2_minimum_cost_supplier.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q3_shipping_priority.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q3_shipping_priority.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q4_order_priority.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q4_order_priority.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q5_local_supplier_volume.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q5_local_supplier_volume.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q6_forecast_revenue_change.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q6_forecast_revenue_change.plan
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q7_volume_shipping.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q7_volume_shipping.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q8_national_market_share.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q8_national_market_share.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/q9_product_type_profit.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/q9_product_type_profit.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u10_nestedloop_join.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u10_nestedloop_join.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u1_group_by.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u1_group_by.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u2_select-project.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u2_select-project.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u3_union.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u3_union.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u4_join.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u4_join.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u5_lateral_view.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u5_lateral_view.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u6_limit.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u6_limit.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u7_multi_join.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u7_multi_join.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u8_non_mapred.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u8_non_mapred.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/optimizerts/results/u9_order_by.plan b/hivesterix/hivesterix-dist/src/test/resources/optimizerts/results/u9_order_by.plan
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/conf/cluster b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/conf/cluster
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/customer.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/customer.tbl
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/large_card_join_src.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/large_card_join_src.tbl
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/large_card_join_src_small.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/large_card_join_src_small.tbl
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/lineitem.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/lineitem.tbl
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/nation.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/nation.tbl
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/orders.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/orders.tbl
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/part.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/part.tbl
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/partsupp.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/partsupp.tbl
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/region.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/region.tbl
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/data/supplier.tbl b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/data/supplier.tbl
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/hadoop/conf/core-site.xml b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hadoop/conf/core-site.xml
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/hadoop/conf/core-site.xml.bak b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hadoop/conf/core-site.xml.bak
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/hadoop/conf/hdfs-site.xml b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hadoop/conf/hdfs-site.xml
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/hadoop/conf/hdfs-site.xml.bak b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hadoop/conf/hdfs-site.xml.bak
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/hadoop/conf/mapred-site.xml b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hadoop/conf/mapred-site.xml
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/hadoop/conf/mapred-site.xml.bak b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hadoop/conf/mapred-site.xml.bak
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/hive/conf/hive-default.xml b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hive/conf/hive-default.xml
similarity index 100%
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diff --git a/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hive/conf/topology.xml b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hive/conf/topology.xml
new file mode 100644
index 0000000..4710706
--- /dev/null
+++ b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/hive/conf/topology.xml
@@ -0,0 +1,7 @@
+<cluster-topology>
+    <network-switch name="Global">
+        <network-switch name="local">
+            <terminal name="127.0.0.1"/>
+        </network-switch>
+    </network-switch>
+</cluster-topology>
\ No newline at end of file
diff --git a/hivesterix/src/test/resources/runtimefunctionts/ignore.txt b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/ignore.txt
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/logging.properties b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/logging.properties
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/queries/q10_returned_item.hive b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/queries/q10_returned_item.hive
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/queries/q11_important_stock.hive b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/queries/q11_important_stock.hive
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/queries/q12_shipping.hive b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/queries/q12_shipping.hive
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/queries/q13_customer_distribution.hive b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/queries/q13_customer_distribution.hive
similarity index 100%
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diff --git a/hivesterix/src/test/resources/runtimefunctionts/results/u4_gby_distinct.result b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/results/u4_gby_distinct.result
similarity index 100%
rename from hivesterix/src/test/resources/runtimefunctionts/results/u4_gby_distinct.result
rename to hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/results/u4_gby_distinct.result
diff --git a/hivesterix/src/test/resources/runtimefunctionts/results/u5_gby_global.result b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/results/u5_gby_global.result
similarity index 100%
rename from hivesterix/src/test/resources/runtimefunctionts/results/u5_gby_global.result
rename to hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/results/u5_gby_global.result
diff --git a/hivesterix/src/test/resources/runtimefunctionts/results/u6_large_card_join.result b/hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/results/u6_large_card_join.result
similarity index 100%
rename from hivesterix/src/test/resources/runtimefunctionts/results/u6_large_card_join.result
rename to hivesterix/hivesterix-dist/src/test/resources/runtimefunctionts/results/u6_large_card_join.result
diff --git a/hivesterix/hivesterix-optimizer/pom.xml b/hivesterix/hivesterix-optimizer/pom.xml
new file mode 100644
index 0000000..84c299f
--- /dev/null
+++ b/hivesterix/hivesterix-optimizer/pom.xml
@@ -0,0 +1,45 @@
+<?xml version="1.0"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<parent>
+		<artifactId>hivesterix</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
+
+	<artifactId>hivesterix-optimizer</artifactId>
+	<name>hivesterix-optimizer</name>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+					<encoding>UTF-8</encoding>
+					<fork>true</fork>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
+	<dependencies>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hivesterix-common</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hivesterix-translator</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+	</dependencies>
+</project>
diff --git a/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rulecollections/HiveRuleCollections.java b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rulecollections/HiveRuleCollections.java
new file mode 100644
index 0000000..7e4e271
--- /dev/null
+++ b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rulecollections/HiveRuleCollections.java
@@ -0,0 +1,113 @@
+package edu.uci.ics.hivesterix.optimizer.rulecollections;
+
+import java.util.LinkedList;
+
+import edu.uci.ics.hivesterix.optimizer.rules.InsertProjectBeforeWriteRule;
+import edu.uci.ics.hivesterix.optimizer.rules.IntroduceEarlyProjectRule;
+import edu.uci.ics.hivesterix.optimizer.rules.LocalGroupByRule;
+import edu.uci.ics.hivesterix.optimizer.rules.RemoveRedundantSelectRule;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.HeuristicOptimizer;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.BreakSelectIntoConjunctsRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.ComplexJoinInferenceRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.ConsolidateAssignsRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.ConsolidateSelectsRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.EliminateSubplanRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.EnforceStructuralPropertiesRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.ExtractCommonOperatorsRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.ExtractGbyExpressionsRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.FactorRedundantGroupAndDecorVarsRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.InferTypesRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.InlineVariablesRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.InsertProjectBeforeUnionRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.IntroduceAggregateCombinerRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.IntroduceGroupByCombinerRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.IsolateHyracksOperatorsRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.PullSelectOutOfEqJoin;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushLimitDownRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushProjectDownRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushProjectIntoDataSourceScanRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushSelectDownRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushSelectIntoJoinRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.ReinferAllTypesRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.RemoveRedundantProjectionRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.RemoveUnusedAssignAndAggregateRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.SetAlgebricksPhysicalOperatorsRule;
+import edu.uci.ics.hyracks.algebricks.rewriter.rules.SetExecutionModeRule;
+
+public final class HiveRuleCollections {
+
+    public final static LinkedList<IAlgebraicRewriteRule> NORMALIZATION = new LinkedList<IAlgebraicRewriteRule>();
+    static {
+        NORMALIZATION.add(new EliminateSubplanRule());
+        NORMALIZATION.add(new IntroduceAggregateCombinerRule());
+        NORMALIZATION.add(new BreakSelectIntoConjunctsRule());
+        NORMALIZATION.add(new IntroduceAggregateCombinerRule());
+        NORMALIZATION.add(new PushSelectIntoJoinRule());
+        NORMALIZATION.add(new ExtractGbyExpressionsRule());
+        NORMALIZATION.add(new RemoveRedundantSelectRule());
+    }
+
+    public final static LinkedList<IAlgebraicRewriteRule> COND_PUSHDOWN_AND_JOIN_INFERENCE = new LinkedList<IAlgebraicRewriteRule>();
+    static {
+        COND_PUSHDOWN_AND_JOIN_INFERENCE.add(new PushSelectDownRule());
+        COND_PUSHDOWN_AND_JOIN_INFERENCE.add(new InlineVariablesRule());
+        COND_PUSHDOWN_AND_JOIN_INFERENCE.add(new FactorRedundantGroupAndDecorVarsRule());
+        COND_PUSHDOWN_AND_JOIN_INFERENCE.add(new EliminateSubplanRule());
+    }
+
+    public final static LinkedList<IAlgebraicRewriteRule> LOAD_FIELDS = new LinkedList<IAlgebraicRewriteRule>();
+    static {
+        // should LoadRecordFieldsRule be applied in only one pass over the
+        // plan?
+        LOAD_FIELDS.add(new InlineVariablesRule());
+        // LOAD_FIELDS.add(new RemoveUnusedAssignAndAggregateRule());
+        LOAD_FIELDS.add(new ComplexJoinInferenceRule());
+        LOAD_FIELDS.add(new InferTypesRule());
+    }
+
+    public final static LinkedList<IAlgebraicRewriteRule> OP_PUSHDOWN = new LinkedList<IAlgebraicRewriteRule>();
+    static {
+        OP_PUSHDOWN.add(new PushProjectDownRule());
+        OP_PUSHDOWN.add(new PushSelectDownRule());
+    }
+
+    public final static LinkedList<IAlgebraicRewriteRule> DATA_EXCHANGE = new LinkedList<IAlgebraicRewriteRule>();
+    static {
+        DATA_EXCHANGE.add(new SetExecutionModeRule());
+    }
+
+    public final static LinkedList<IAlgebraicRewriteRule> CONSOLIDATION = new LinkedList<IAlgebraicRewriteRule>();
+    static {
+        CONSOLIDATION.add(new RemoveRedundantProjectionRule());
+        CONSOLIDATION.add(new ConsolidateSelectsRule());
+        CONSOLIDATION.add(new IntroduceEarlyProjectRule());
+        CONSOLIDATION.add(new ConsolidateAssignsRule());
+        CONSOLIDATION.add(new IntroduceGroupByCombinerRule());
+        CONSOLIDATION.add(new RemoveUnusedAssignAndAggregateRule());
+    }
+
+    public final static LinkedList<IAlgebraicRewriteRule> PHYSICAL_PLAN_REWRITES = new LinkedList<IAlgebraicRewriteRule>();
+    static {
+        PHYSICAL_PLAN_REWRITES.add(new PullSelectOutOfEqJoin());
+        PHYSICAL_PLAN_REWRITES.add(new SetAlgebricksPhysicalOperatorsRule());
+        PHYSICAL_PLAN_REWRITES.add(new EnforceStructuralPropertiesRule());
+        PHYSICAL_PLAN_REWRITES.add(new PushProjectDownRule());
+        PHYSICAL_PLAN_REWRITES.add(new SetAlgebricksPhysicalOperatorsRule());
+        PHYSICAL_PLAN_REWRITES.add(new PushLimitDownRule());
+        PHYSICAL_PLAN_REWRITES.add(new InsertProjectBeforeWriteRule());
+        PHYSICAL_PLAN_REWRITES.add(new InsertProjectBeforeUnionRule());
+    }
+
+    public final static LinkedList<IAlgebraicRewriteRule> prepareJobGenRules = new LinkedList<IAlgebraicRewriteRule>();
+    static {
+        prepareJobGenRules.add(new ReinferAllTypesRule());
+        prepareJobGenRules.add(new IsolateHyracksOperatorsRule(
+                HeuristicOptimizer.hyraxOperatorsBelowWhichJobGenIsDisabled));
+        prepareJobGenRules.add(new ExtractCommonOperatorsRule());
+        prepareJobGenRules.add(new LocalGroupByRule());
+        prepareJobGenRules.add(new PushProjectIntoDataSourceScanRule());
+        prepareJobGenRules.add(new ReinferAllTypesRule());
+    }
+
+}
diff --git a/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/InsertProjectBeforeWriteRule.java b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/InsertProjectBeforeWriteRule.java
new file mode 100644
index 0000000..90777ee
--- /dev/null
+++ b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/InsertProjectBeforeWriteRule.java
@@ -0,0 +1,79 @@
+package edu.uci.ics.hivesterix.optimizer.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.StreamProjectPOperator;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class InsertProjectBeforeWriteRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    /**
+     * When the input schema to WriteOperator is different from the output
+     * schema in terms of variable order, add a project operator to get the
+     * write order
+     */
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.WRITE) {
+            return false;
+        }
+        WriteOperator opWrite = (WriteOperator) op;
+        ArrayList<LogicalVariable> finalSchema = new ArrayList<LogicalVariable>();
+        VariableUtilities.getUsedVariables(opWrite, finalSchema);
+        ArrayList<LogicalVariable> inputSchema = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(opWrite, inputSchema);
+        if (!isIdentical(finalSchema, inputSchema)) {
+            ProjectOperator projectOp = new ProjectOperator(finalSchema);
+            Mutable<ILogicalOperator> parentOpRef = opWrite.getInputs().get(0);
+            projectOp.getInputs().add(parentOpRef);
+            opWrite.getInputs().clear();
+            opWrite.getInputs().add(new MutableObject<ILogicalOperator>(projectOp));
+            projectOp.setPhysicalOperator(new StreamProjectPOperator());
+            projectOp.setExecutionMode(ExecutionMode.PARTITIONED);
+
+            AbstractLogicalOperator op2 = (AbstractLogicalOperator) parentOpRef.getValue();
+            if (op2.getOperatorTag() == LogicalOperatorTag.PROJECT) {
+                ProjectOperator pi2 = (ProjectOperator) op2;
+                parentOpRef.setValue(pi2.getInputs().get(0).getValue());
+            }
+            context.computeAndSetTypeEnvironmentForOperator(projectOp);
+            return true;
+        } else
+            return false;
+
+    }
+
+    private boolean isIdentical(List<LogicalVariable> finalSchema, List<LogicalVariable> inputSchema) {
+        int finalSchemaSize = finalSchema.size();
+        int inputSchemaSize = inputSchema.size();
+        if (finalSchemaSize != inputSchemaSize)
+            throw new IllegalStateException("final output schema variables missing!");
+        for (int i = 0; i < finalSchemaSize; i++) {
+            LogicalVariable var1 = finalSchema.get(i);
+            LogicalVariable var2 = inputSchema.get(i);
+            if (!var1.equals(var2))
+                return false;
+        }
+        return true;
+    }
+}
diff --git a/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/IntroduceEarlyProjectRule.java b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/IntroduceEarlyProjectRule.java
new file mode 100644
index 0000000..0a18629
--- /dev/null
+++ b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/IntroduceEarlyProjectRule.java
@@ -0,0 +1,73 @@
+package edu.uci.ics.hivesterix.optimizer.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class IntroduceEarlyProjectRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.PROJECT) {
+            return false;
+        }
+        AbstractLogicalOperator middleOp = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        List<LogicalVariable> deliveredVars = new ArrayList<LogicalVariable>();
+        List<LogicalVariable> usedVars = new ArrayList<LogicalVariable>();
+        List<LogicalVariable> producedVars = new ArrayList<LogicalVariable>();
+
+        VariableUtilities.getUsedVariables(op, deliveredVars);
+        VariableUtilities.getUsedVariables(middleOp, usedVars);
+        VariableUtilities.getProducedVariables(middleOp, producedVars);
+
+        Set<LogicalVariable> requiredVariables = new HashSet<LogicalVariable>();
+        requiredVariables.addAll(deliveredVars);
+        requiredVariables.addAll(usedVars);
+        requiredVariables.removeAll(producedVars);
+
+        if (middleOp.getInputs().size() <= 0 || middleOp.getInputs().size() > 1)
+            return false;
+
+        AbstractLogicalOperator targetOp = (AbstractLogicalOperator) middleOp.getInputs().get(0).getValue();
+        if (targetOp.getOperatorTag() != LogicalOperatorTag.DATASOURCESCAN)
+            return false;
+
+        Set<LogicalVariable> deliveredEarlyVars = new HashSet<LogicalVariable>();
+        VariableUtilities.getLiveVariables(targetOp, deliveredEarlyVars);
+
+        deliveredEarlyVars.removeAll(requiredVariables);
+        if (deliveredEarlyVars.size() > 0) {
+            ArrayList<LogicalVariable> requiredVars = new ArrayList<LogicalVariable>();
+            requiredVars.addAll(requiredVariables);
+            ILogicalOperator earlyProjectOp = new ProjectOperator(requiredVars);
+            Mutable<ILogicalOperator> earlyProjectOpRef = new MutableObject<ILogicalOperator>(earlyProjectOp);
+            Mutable<ILogicalOperator> targetRef = middleOp.getInputs().get(0);
+            middleOp.getInputs().set(0, earlyProjectOpRef);
+            earlyProjectOp.getInputs().add(targetRef);
+            context.computeAndSetTypeEnvironmentForOperator(earlyProjectOp);
+            return true;
+        }
+        return false;
+    }
+}
diff --git a/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/LocalGroupByRule.java b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/LocalGroupByRule.java
new file mode 100644
index 0000000..90ca008
--- /dev/null
+++ b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/LocalGroupByRule.java
@@ -0,0 +1,66 @@
+package edu.uci.ics.hivesterix.optimizer.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import edu.uci.ics.hivesterix.logical.plan.HiveOperatorAnnotations;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.OperatorAnnotations;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.OneToOneExchangePOperator;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class LocalGroupByRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            return false;
+        }
+        Boolean localGby = (Boolean) op.getAnnotations().get(HiveOperatorAnnotations.LOCAL_GROUP_BY);
+        if (localGby != null && localGby.equals(Boolean.TRUE)) {
+            Boolean hashGby = (Boolean) op.getAnnotations().get(OperatorAnnotations.USE_HASH_GROUP_BY);
+            Boolean externalGby = (Boolean) op.getAnnotations().get(OperatorAnnotations.USE_EXTERNAL_GROUP_BY);
+            if ((hashGby != null && (hashGby.equals(Boolean.TRUE)) || (externalGby != null && externalGby
+                    .equals(Boolean.TRUE)))) {
+                reviseExchange(op);
+            } else {
+                ILogicalOperator child = op.getInputs().get(0).getValue();
+                AbstractLogicalOperator childOp = (AbstractLogicalOperator) child;
+                while (child.getInputs().size() > 0) {
+                    if (childOp.getOperatorTag() == LogicalOperatorTag.ORDER)
+                        break;
+                    else {
+                        child = child.getInputs().get(0).getValue();
+                        childOp = (AbstractLogicalOperator) child;
+                    }
+                }
+                if (childOp.getOperatorTag() == LogicalOperatorTag.ORDER)
+                    reviseExchange(childOp);
+            }
+            return true;
+        }
+        return false;
+    }
+
+    private void reviseExchange(AbstractLogicalOperator op) {
+        ExchangeOperator exchange = (ExchangeOperator) op.getInputs().get(0).getValue();
+        IPhysicalOperator physicalOp = exchange.getPhysicalOperator();
+        if (physicalOp.getOperatorTag() == PhysicalOperatorTag.HASH_PARTITION_EXCHANGE) {
+            exchange.setPhysicalOperator(new OneToOneExchangePOperator());
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/RemoveRedundantSelectRule.java b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/RemoveRedundantSelectRule.java
new file mode 100644
index 0000000..44ff12d
--- /dev/null
+++ b/hivesterix/hivesterix-optimizer/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/RemoveRedundantSelectRule.java
@@ -0,0 +1,44 @@
+package edu.uci.ics.hivesterix.optimizer.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class RemoveRedundantSelectRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return false;
+        }
+        AbstractLogicalOperator inputOp = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        if (inputOp.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return false;
+        }
+        SelectOperator selectOp = (SelectOperator) op;
+        SelectOperator inputSelectOp = (SelectOperator) inputOp;
+        ILogicalExpression expr1 = selectOp.getCondition().getValue();
+        ILogicalExpression expr2 = inputSelectOp.getCondition().getValue();
+
+        if (expr1.equals(expr2)) {
+            selectOp.getInputs().set(0, inputSelectOp.getInputs().get(0));
+            return true;
+        }
+        return false;
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/pom.xml b/hivesterix/hivesterix-runtime/pom.xml
new file mode 100644
index 0000000..9c66cf4
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/pom.xml
@@ -0,0 +1,376 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<groupId>edu.uci.ics.hyracks</groupId>
+	<artifactId>hivesterix-runtime</artifactId>
+	<version>0.2.4-SNAPSHOT</version>
+	<name>hivesterix-runtime</name>
+
+	<parent>
+                <groupId>edu.uci.ics.hyracks</groupId>
+                <artifactId>hivesterix</artifactId>
+                <version>0.2.4-SNAPSHOT</version>
+        </parent>
+
+	<dependencies>
+        <dependency>
+			<groupId>javax.servlet</groupId>
+			<artifactId>servlet-api</artifactId>
+			<version>2.5</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>junit</groupId>
+			<artifactId>junit</artifactId>
+			<version>4.8.1</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>args4j</groupId>
+			<artifactId>args4j</artifactId>
+			<version>2.0.12</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.json</groupId>
+			<artifactId>json</artifactId>
+			<version>20090211</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.eclipse.jetty</groupId>
+			<artifactId>jetty-server</artifactId>
+			<version>8.0.0.M1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.eclipse.jetty</groupId>
+			<artifactId>jetty-servlet</artifactId>
+			<version>8.0.0.M1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>jline</groupId>
+			<artifactId>jline</artifactId>
+			<version>0.9.94</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.datanucleus</groupId>
+			<artifactId>datanucleus-core</artifactId>
+			<version>2.0.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.datanucleus</groupId>
+			<artifactId>datanucleus-connectionpool</artifactId>
+			<version>2.0.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.datanucleus</groupId>
+			<artifactId>datanucleus-enhancer</artifactId>
+			<version>2.0.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.datanucleus</groupId>
+			<artifactId>datanucleus-rdbms</artifactId>
+			<version>2.0.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-dbcp</groupId>
+			<artifactId>commons-dbcp</artifactId>
+			<version>1.4</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-pool</groupId>
+			<artifactId>commons-pool</artifactId>
+			<version>1.5.4</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-collections</groupId>
+			<artifactId>commons-collections</artifactId>
+			<version>3.2.1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-lang</groupId>
+			<artifactId>commons-lang</artifactId>
+			<version>2.4</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>javax</groupId>
+			<artifactId>jdo2-api</artifactId>
+			<version>2.3-ec</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>com.facebook</groupId>
+			<artifactId>libfb303</artifactId>
+			<version>0.5.0</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.thrift</groupId>
+			<artifactId>libthrift</artifactId>
+			<version>0.5.0</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.commons</groupId>
+			<artifactId>cli</artifactId>
+			<version>1.2</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache</groupId>
+			<artifactId>log4j</artifactId>
+			<version>1.2.15</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.antlr</groupId>
+			<artifactId>antlr-runtime</artifactId>
+			<version>3.0.1</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-cli</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-common</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-exec</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-hwi</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-jdbc</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-metastore</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-service</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-shims</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-serde</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.slf4j</groupId>
+			<artifactId>slf4j-api</artifactId>
+			<version>1.6.1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-cli</groupId>
+			<artifactId>commons-cli</artifactId>
+			<version>1.2</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.slf4j</groupId>
+			<artifactId>slf4j-log4j12</artifactId>
+			<version>1.6.1</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>commons-logging</groupId>
+			<artifactId>commons-logging</artifactId>
+			<version>1.1.1</version>
+			<type>jar</type>
+			<classifier>api</classifier>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>com.google.guava</groupId>
+			<artifactId>guava</artifactId>
+			<version>r06</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.antlr</groupId>
+			<artifactId>stringtemplate</artifactId>
+			<version>3.2</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.derby</groupId>
+			<artifactId>derby</artifactId>
+			<version>10.8.1.2</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hbase</groupId>
+			<artifactId>hbase</artifactId>
+			<version>0.90.3</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>algebricks-compiler</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-control-cc</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-control-nc</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hivesterix-serde</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hivesterix-common</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+	</dependencies>
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+					<encoding>UTF-8</encoding>
+					<fork>true</fork>
+				</configuration>
+			</plugin>
+			<plugin>
+				<artifactId>maven-jar-plugin</artifactId>
+				<executions>
+					<execution>
+						<id>patch</id>
+						<goals>
+							<goal>jar</goal>
+						</goals>
+						<phase>package</phase>
+						<configuration>
+							<classifier>patch</classifier>
+							<finalName>a-hive-rumtime</finalName>
+							<includes>
+								<include>**/org/apache/**</include>
+							</includes>
+						</configuration>
+					</execution>
+				</executions>
+			</plugin>
+		</plugins>
+	</build>
+	<repositories>
+		<repository>
+			<releases>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>warn</checksumPolicy>
+			</releases>
+			<snapshots>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>fail</checksumPolicy>
+			</snapshots>
+			<id>third-party</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/repositories/third-party</url>
+		</repository>
+		<repository>
+			<releases>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>warn</checksumPolicy>
+			</releases>
+			<snapshots>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>fail</checksumPolicy>
+			</snapshots>
+			<id>hyracks-public-release</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-public-releases</url>
+		</repository>
+	</repositories>
+</project>
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AbstractExpressionEvaluator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AbstractExpressionEvaluator.java
new file mode 100644
index 0000000..ad02239
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AbstractExpressionEvaluator.java
@@ -0,0 +1,169 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.serde2.SerDe;
+import org.apache.hadoop.hive.serde2.SerDeException;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.io.BytesWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyFactory;
+import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
+import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public abstract class AbstractExpressionEvaluator implements ICopyEvaluator {
+
+    private List<ICopyEvaluator> children;
+
+    private ExprNodeEvaluator evaluator;
+
+    private IDataOutputProvider out;
+
+    private ObjectInspector inspector;
+
+    /**
+     * output object inspector
+     */
+    private ObjectInspector outputInspector;
+
+    /**
+     * cached row object
+     */
+    private LazyObject<? extends ObjectInspector> cachedRowObject;
+
+    /**
+     * serializer/derialzer for lazy object
+     */
+    private SerDe lazySer;
+
+    /**
+     * data output
+     */
+    DataOutput dataOutput;
+
+    public AbstractExpressionEvaluator(ExprNodeEvaluator hiveEvaluator, ObjectInspector oi, IDataOutputProvider output)
+            throws AlgebricksException {
+        evaluator = hiveEvaluator;
+        out = output;
+        inspector = oi;
+        dataOutput = out.getDataOutput();
+    }
+
+    protected ObjectInspector getRowInspector() {
+        return null;
+    }
+
+    protected IDataOutputProvider getIDataOutputProvider() {
+        return out;
+    }
+
+    protected ExprNodeEvaluator getHiveEvaluator() {
+        return evaluator;
+    }
+
+    public ObjectInspector getObjectInspector() {
+        return inspector;
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference r) throws AlgebricksException {
+        // initialize hive evaluator
+        try {
+            if (outputInspector == null)
+                outputInspector = evaluator.initialize(inspector);
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException(e.getMessage());
+        }
+
+        readIntoCache(r);
+        try {
+            Object result = evaluator.evaluate(cachedRowObject);
+
+            // if (result == null) {
+            // result = evaluator.evaluate(cachedRowObject);
+            //
+            // // check if result is null
+            //
+            // String errorMsg = "serialize null object in  \n output " +
+            // outputInspector.toString() + " \n input "
+            // + inspector.toString() + "\n ";
+            // errorMsg += "";
+            // List<Object> columns = ((StructObjectInspector)
+            // inspector).getStructFieldsDataAsList(cachedRowObject);
+            // for (Object column : columns) {
+            // errorMsg += column.toString() + " ";
+            // }
+            // errorMsg += "\n";
+            // Log.info(errorMsg);
+            // System.out.println(errorMsg);
+            // // result = new BooleanWritable(true);
+            // throw new IllegalStateException(errorMsg);
+            // }
+
+            serializeResult(result);
+        } catch (HiveException e) {
+            e.printStackTrace();
+            throw new AlgebricksException(e.getMessage());
+        } catch (IOException e) {
+            e.printStackTrace();
+            throw new AlgebricksException(e.getMessage());
+        }
+    }
+
+    /**
+     * serialize the result
+     * 
+     * @param result
+     *            the evaluation result
+     * @throws IOException
+     * @throws AlgebricksException
+     */
+    private void serializeResult(Object result) throws IOException, AlgebricksException {
+        if (lazySer == null)
+            lazySer = new LazySerDe();
+
+        try {
+            BytesWritable outputWritable = (BytesWritable) lazySer.serialize(result, outputInspector);
+            dataOutput.write(outputWritable.getBytes(), 0, outputWritable.getLength());
+        } catch (SerDeException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    /**
+     * bind the tuple reference to the cached row object
+     * 
+     * @param r
+     */
+    private void readIntoCache(IFrameTupleReference r) {
+        if (cachedRowObject == null)
+            cachedRowObject = (LazyObject<? extends ObjectInspector>) LazyFactory.createLazyObject(inspector);
+        cachedRowObject.init(r);
+    }
+
+    /**
+     * set a list of children of this evaluator
+     * 
+     * @param children
+     */
+    public void setChildren(List<ICopyEvaluator> children) {
+        this.children = children;
+    }
+
+    public void addChild(ICopyEvaluator child) {
+        if (children == null)
+            children = new ArrayList<ICopyEvaluator>();
+        children.add(child);
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregationFunctionEvaluator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregationFunctionEvaluator.java
new file mode 100644
index 0000000..e500376
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregationFunctionEvaluator.java
@@ -0,0 +1,224 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.List;
+
+import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFCount;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer;
+import org.apache.hadoop.hive.serde2.SerDe;
+import org.apache.hadoop.hive.serde2.SerDeException;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.io.BytesWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyAggregateFunction;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class AggregationFunctionEvaluator implements ICopyAggregateFunction {
+
+    /**
+     * the mode of aggregation function
+     */
+    private GenericUDAFEvaluator.Mode mode;
+
+    /**
+     * an array of evaluators
+     */
+    private ExprNodeEvaluator[] evaluators;
+
+    /**
+     * udaf evaluator partial
+     */
+    private GenericUDAFEvaluator udafPartial;
+
+    /**
+     * udaf evaluator complete
+     */
+    private GenericUDAFEvaluator udafComplete;
+
+    /**
+     * cached parameter objects
+     */
+    private Object[] cachedParameters;
+
+    /**
+     * cached row objects
+     */
+    private LazyObject<? extends ObjectInspector> cachedRowObject;
+
+    /**
+     * the output channel
+     */
+    private DataOutput out;
+
+    /**
+     * aggregation buffer
+     */
+    private AggregationBuffer aggBuffer;
+
+    /**
+     * we only use lazy serde to do serialization
+     */
+    private SerDe lazySer;
+
+    /**
+     * the output object inspector for this aggregation function
+     */
+    private ObjectInspector outputInspector;
+
+    /**
+     * the output object inspector for this aggregation function
+     */
+    private ObjectInspector outputInspectorPartial;
+
+    /**
+     * parameter inspectors
+     */
+    private ObjectInspector[] parameterInspectors;
+
+    /**
+     * output make sure the aggregation functio has least object creation
+     * 
+     * @param desc
+     * @param oi
+     * @param output
+     */
+    public AggregationFunctionEvaluator(List<ExprNodeDesc> inputs, List<TypeInfo> inputTypes, String genericUDAFName,
+            GenericUDAFEvaluator.Mode aggMode, boolean distinct, ObjectInspector oi, DataOutput output,
+            ExprNodeEvaluator[] evals, ObjectInspector[] pInspectors, Object[] parameterCache, SerDe serde,
+            LazyObject<? extends ObjectInspector> row, GenericUDAFEvaluator udafunctionPartial,
+            GenericUDAFEvaluator udafunctionComplete, ObjectInspector outputOi, ObjectInspector outputOiPartial) {
+        // shared object across threads
+        this.out = output;
+        this.mode = aggMode;
+        this.parameterInspectors = pInspectors;
+
+        // thread local objects
+        this.evaluators = evals;
+        this.cachedParameters = parameterCache;
+        this.cachedRowObject = row;
+        this.lazySer = serde;
+        this.udafPartial = udafunctionPartial;
+        this.udafComplete = udafunctionComplete;
+        this.outputInspector = outputOi;
+        this.outputInspectorPartial = outputOiPartial;
+    }
+
+    @Override
+    public void init() throws AlgebricksException {
+        try {
+            aggBuffer = udafPartial.getNewAggregationBuffer();
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    @Override
+    public void step(IFrameTupleReference tuple) throws AlgebricksException {
+        readIntoCache(tuple);
+        processRow();
+    }
+
+    private void processRow() throws AlgebricksException {
+        try {
+            // get values by evaluating them
+            for (int i = 0; i < cachedParameters.length; i++) {
+                cachedParameters[i] = evaluators[i].evaluate(cachedRowObject);
+            }
+            processAggregate();
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    private void processAggregate() throws HiveException {
+        /**
+         * accumulate the aggregation function
+         */
+        switch (mode) {
+            case PARTIAL1:
+            case COMPLETE:
+                udafPartial.iterate(aggBuffer, cachedParameters);
+                break;
+            case PARTIAL2:
+            case FINAL:
+                if (udafPartial instanceof GenericUDAFCount.GenericUDAFCountEvaluator) {
+                    Object parameter = ((PrimitiveObjectInspector) parameterInspectors[0])
+                            .getPrimitiveWritableObject(cachedParameters[0]);
+                    udafPartial.merge(aggBuffer, parameter);
+                } else
+                    udafPartial.merge(aggBuffer, cachedParameters[0]);
+                break;
+            default:
+                break;
+        }
+    }
+
+    /**
+     * serialize the result
+     * 
+     * @param result
+     *            the evaluation result
+     * @throws IOException
+     * @throws AlgebricksException
+     */
+    private void serializeResult(Object result, ObjectInspector oi) throws IOException, AlgebricksException {
+        try {
+            BytesWritable outputWritable = (BytesWritable) lazySer.serialize(result, oi);
+            out.write(outputWritable.getBytes(), 0, outputWritable.getLength());
+        } catch (SerDeException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    /**
+     * bind the tuple reference to the cached row object
+     * 
+     * @param r
+     */
+    private void readIntoCache(IFrameTupleReference r) {
+        cachedRowObject.init(r);
+    }
+
+    @Override
+    public void finish() throws AlgebricksException {
+        // aggregator
+        try {
+            Object result = null;
+            result = udafPartial.terminatePartial(aggBuffer);
+            if (mode == GenericUDAFEvaluator.Mode.COMPLETE || mode == GenericUDAFEvaluator.Mode.FINAL) {
+                result = udafComplete.terminate(aggBuffer);
+                serializeResult(result, outputInspector);
+            } else {
+                serializeResult(result, outputInspectorPartial);
+            }
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        } catch (IOException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    @Override
+    public void finishPartial() throws AlgebricksException {
+        // aggregator.
+        try {
+            Object result = null;
+            // get aggregations
+            result = udafPartial.terminatePartial(aggBuffer);
+            serializeResult(result, outputInspectorPartial);
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        } catch (IOException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregatuibFunctionSerializableEvaluator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregatuibFunctionSerializableEvaluator.java
new file mode 100644
index 0000000..1933253
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregatuibFunctionSerializableEvaluator.java
@@ -0,0 +1,248 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.List;
+
+import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFCount;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
+import org.apache.hadoop.hive.serde2.SerDe;
+import org.apache.hadoop.hive.serde2.SerDeException;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.io.BytesWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopySerializableAggregateFunction;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class AggregatuibFunctionSerializableEvaluator implements ICopySerializableAggregateFunction {
+
+    /**
+     * the mode of aggregation function
+     */
+    private GenericUDAFEvaluator.Mode mode;
+
+    /**
+     * an array of evaluators
+     */
+    private ExprNodeEvaluator[] evaluators;
+
+    /**
+     * udaf evaluator partial
+     */
+    private GenericUDAFEvaluator udafPartial;
+
+    /**
+     * udaf evaluator complete
+     */
+    private GenericUDAFEvaluator udafComplete;
+
+    /**
+     * cached parameter objects
+     */
+    private Object[] cachedParameters;
+
+    /**
+     * cached row objects
+     */
+    private LazyObject<? extends ObjectInspector> cachedRowObject;
+
+    /**
+     * aggregation buffer
+     */
+    private SerializableBuffer aggBuffer;
+
+    /**
+     * we only use lazy serde to do serialization
+     */
+    private SerDe lazySer;
+
+    /**
+     * the output object inspector for this aggregation function
+     */
+    private ObjectInspector outputInspector;
+
+    /**
+     * the output object inspector for this aggregation function
+     */
+    private ObjectInspector outputInspectorPartial;
+
+    /**
+     * parameter inspectors
+     */
+    private ObjectInspector[] parameterInspectors;
+
+    /**
+     * output make sure the aggregation functio has least object creation
+     * 
+     * @param desc
+     * @param oi
+     * @param output
+     */
+    public AggregatuibFunctionSerializableEvaluator(List<ExprNodeDesc> inputs, List<TypeInfo> inputTypes,
+            String genericUDAFName, GenericUDAFEvaluator.Mode aggMode, boolean distinct, ObjectInspector oi,
+            ExprNodeEvaluator[] evals, ObjectInspector[] pInspectors, Object[] parameterCache, SerDe serde,
+            LazyObject<? extends ObjectInspector> row, GenericUDAFEvaluator udafunctionPartial,
+            GenericUDAFEvaluator udafunctionComplete, ObjectInspector outputOi, ObjectInspector outputOiPartial)
+            throws AlgebricksException {
+        // shared object across threads
+        this.mode = aggMode;
+        this.parameterInspectors = pInspectors;
+
+        // thread local objects
+        this.evaluators = evals;
+        this.cachedParameters = parameterCache;
+        this.cachedRowObject = row;
+        this.lazySer = serde;
+        this.udafPartial = udafunctionPartial;
+        this.udafComplete = udafunctionComplete;
+        this.outputInspector = outputOi;
+        this.outputInspectorPartial = outputOiPartial;
+
+        try {
+            aggBuffer = (SerializableBuffer) udafPartial.getNewAggregationBuffer();
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    @Override
+    public void init(DataOutput output) throws AlgebricksException {
+        try {
+            udafPartial.reset(aggBuffer);
+            outputAggBuffer(aggBuffer, output);
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    @Override
+    public void step(IFrameTupleReference tuple, byte[] data, int start, int len) throws AlgebricksException {
+        deSerializeAggBuffer(aggBuffer, data, start, len);
+        readIntoCache(tuple);
+        processRow();
+        serializeAggBuffer(aggBuffer, data, start, len);
+    }
+
+    private void processRow() throws AlgebricksException {
+        try {
+            // get values by evaluating them
+            for (int i = 0; i < cachedParameters.length; i++) {
+                cachedParameters[i] = evaluators[i].evaluate(cachedRowObject);
+            }
+            processAggregate();
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    private void processAggregate() throws HiveException {
+        /**
+         * accumulate the aggregation function
+         */
+        switch (mode) {
+            case PARTIAL1:
+            case COMPLETE:
+                udafPartial.iterate(aggBuffer, cachedParameters);
+                break;
+            case PARTIAL2:
+            case FINAL:
+                if (udafPartial instanceof GenericUDAFCount.GenericUDAFCountEvaluator) {
+                    Object parameter = ((PrimitiveObjectInspector) parameterInspectors[0])
+                            .getPrimitiveWritableObject(cachedParameters[0]);
+                    udafPartial.merge(aggBuffer, parameter);
+                } else
+                    udafPartial.merge(aggBuffer, cachedParameters[0]);
+                break;
+            default:
+                break;
+        }
+    }
+
+    /**
+     * serialize the result
+     * 
+     * @param result
+     *            the evaluation result
+     * @throws IOException
+     * @throws AlgebricksException
+     */
+    private void serializeResult(Object result, ObjectInspector oi, DataOutput out) throws IOException,
+            AlgebricksException {
+        try {
+            BytesWritable outputWritable = (BytesWritable) lazySer.serialize(result, oi);
+            out.write(outputWritable.getBytes(), 0, outputWritable.getLength());
+        } catch (SerDeException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    /**
+     * bind the tuple reference to the cached row object
+     * 
+     * @param r
+     */
+    private void readIntoCache(IFrameTupleReference r) {
+        cachedRowObject.init(r);
+    }
+
+    @Override
+    public void finish(byte[] data, int start, int len, DataOutput output) throws AlgebricksException {
+        deSerializeAggBuffer(aggBuffer, data, start, len);
+        // aggregator
+        try {
+            Object result = null;
+            result = udafPartial.terminatePartial(aggBuffer);
+            if (mode == GenericUDAFEvaluator.Mode.COMPLETE || mode == GenericUDAFEvaluator.Mode.FINAL) {
+                result = udafComplete.terminate(aggBuffer);
+                serializeResult(result, outputInspector, output);
+            } else {
+                serializeResult(result, outputInspectorPartial, output);
+            }
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        } catch (IOException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    @Override
+    public void finishPartial(byte[] data, int start, int len, DataOutput output) throws AlgebricksException {
+        deSerializeAggBuffer(aggBuffer, data, start, len);
+        // aggregator.
+        try {
+            Object result = null;
+            // get aggregations
+            result = udafPartial.terminatePartial(aggBuffer);
+            serializeResult(result, outputInspectorPartial, output);
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        } catch (IOException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    private void serializeAggBuffer(SerializableBuffer buffer, byte[] data, int start, int len)
+            throws AlgebricksException {
+        buffer.serializeAggBuffer(data, start, len);
+    }
+
+    private void deSerializeAggBuffer(SerializableBuffer buffer, byte[] data, int start, int len)
+            throws AlgebricksException {
+        buffer.deSerializeAggBuffer(data, start, len);
+    }
+
+    private void outputAggBuffer(SerializableBuffer buffer, DataOutput out) throws AlgebricksException {
+        try {
+            buffer.serializeAggBuffer(out);
+        } catch (IOException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/BufferSerDeUtil.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/BufferSerDeUtil.java
new file mode 100644
index 0000000..96065e5
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/BufferSerDeUtil.java
@@ -0,0 +1,67 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+public class BufferSerDeUtil {
+
+    public static double getDouble(byte[] bytes, int offset) {
+        return Double.longBitsToDouble(getLong(bytes, offset));
+    }
+
+    public static float getFloat(byte[] bytes, int offset) {
+        return Float.intBitsToFloat(getInt(bytes, offset));
+    }
+
+    public static boolean getBoolean(byte[] bytes, int offset) {
+        if (bytes[offset] == 0)
+            return false;
+        else
+            return true;
+    }
+
+    public static int getInt(byte[] bytes, int offset) {
+        return ((bytes[offset] & 0xff) << 24) + ((bytes[offset + 1] & 0xff) << 16) + ((bytes[offset + 2] & 0xff) << 8)
+                + ((bytes[offset + 3] & 0xff) << 0);
+    }
+
+    public static long getLong(byte[] bytes, int offset) {
+        return (((long) (bytes[offset] & 0xff)) << 56) + (((long) (bytes[offset + 1] & 0xff)) << 48)
+                + (((long) (bytes[offset + 2] & 0xff)) << 40) + (((long) (bytes[offset + 3] & 0xff)) << 32)
+                + (((long) (bytes[offset + 4] & 0xff)) << 24) + (((long) (bytes[offset + 5] & 0xff)) << 16)
+                + (((long) (bytes[offset + 6] & 0xff)) << 8) + (((long) (bytes[offset + 7] & 0xff)) << 0);
+    }
+
+    public static void writeBoolean(boolean value, byte[] bytes, int offset) {
+        if (value)
+            bytes[offset] = (byte) 1;
+        else
+            bytes[offset] = (byte) 0;
+    }
+
+    public static void writeInt(int value, byte[] bytes, int offset) {
+        bytes[offset++] = (byte) (value >> 24);
+        bytes[offset++] = (byte) (value >> 16);
+        bytes[offset++] = (byte) (value >> 8);
+        bytes[offset++] = (byte) (value);
+    }
+
+    public static void writeLong(long value, byte[] bytes, int offset) {
+        bytes[offset++] = (byte) (value >> 56);
+        bytes[offset++] = (byte) (value >> 48);
+        bytes[offset++] = (byte) (value >> 40);
+        bytes[offset++] = (byte) (value >> 32);
+        bytes[offset++] = (byte) (value >> 24);
+        bytes[offset++] = (byte) (value >> 16);
+        bytes[offset++] = (byte) (value >> 8);
+        bytes[offset++] = (byte) (value);
+    }
+
+    public static void writeDouble(double value, byte[] bytes, int offset) {
+        long lValue = Double.doubleToLongBits(value);
+        writeLong(lValue, bytes, offset);
+    }
+
+    public static void writeFloat(float value, byte[] bytes, int offset) {
+        int iValue = Float.floatToIntBits(value);
+        writeInt(iValue, bytes, offset);
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ColumnExpressionEvaluator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ColumnExpressionEvaluator.java
new file mode 100644
index 0000000..5647f6a
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ColumnExpressionEvaluator.java
@@ -0,0 +1,17 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import org.apache.hadoop.hive.ql.exec.ExprNodeColumnEvaluator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class ColumnExpressionEvaluator extends AbstractExpressionEvaluator {
+
+    public ColumnExpressionEvaluator(ExprNodeColumnDesc expr, ObjectInspector oi, IDataOutputProvider output)
+            throws AlgebricksException {
+        super(new ExprNodeColumnEvaluator(expr), oi, output);
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ConstantExpressionEvaluator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ConstantExpressionEvaluator.java
new file mode 100644
index 0000000..d8796ea
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ConstantExpressionEvaluator.java
@@ -0,0 +1,16 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import org.apache.hadoop.hive.ql.exec.ExprNodeConstantEvaluator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class ConstantExpressionEvaluator extends AbstractExpressionEvaluator {
+
+    public ConstantExpressionEvaluator(ExprNodeConstantDesc expr, ObjectInspector oi, IDataOutputProvider output)
+            throws AlgebricksException {
+        super(new ExprNodeConstantEvaluator(expr), oi, output);
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FieldExpressionEvaluator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FieldExpressionEvaluator.java
new file mode 100644
index 0000000..35560b6
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FieldExpressionEvaluator.java
@@ -0,0 +1,17 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import org.apache.hadoop.hive.ql.exec.ExprNodeFieldEvaluator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeFieldDesc;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class FieldExpressionEvaluator extends AbstractExpressionEvaluator {
+
+    public FieldExpressionEvaluator(ExprNodeFieldDesc expr, ObjectInspector oi, IDataOutputProvider output)
+            throws AlgebricksException {
+        super(new ExprNodeFieldEvaluator(expr), oi, output);
+    }
+
+}
\ No newline at end of file
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FunctionExpressionEvaluator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FunctionExpressionEvaluator.java
new file mode 100644
index 0000000..7ffec7a
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FunctionExpressionEvaluator.java
@@ -0,0 +1,17 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import org.apache.hadoop.hive.ql.exec.ExprNodeGenericFuncEvaluator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class FunctionExpressionEvaluator extends AbstractExpressionEvaluator {
+
+    public FunctionExpressionEvaluator(ExprNodeGenericFuncDesc expr, ObjectInspector oi, IDataOutputProvider output)
+            throws AlgebricksException {
+        super(new ExprNodeGenericFuncEvaluator(expr), oi, output);
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/NullExpressionEvaluator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/NullExpressionEvaluator.java
new file mode 100644
index 0000000..ca60385
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/NullExpressionEvaluator.java
@@ -0,0 +1,16 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import org.apache.hadoop.hive.ql.exec.ExprNodeNullEvaluator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeNullDesc;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class NullExpressionEvaluator extends AbstractExpressionEvaluator {
+
+    public NullExpressionEvaluator(ExprNodeNullDesc expr, ObjectInspector oi, IDataOutputProvider output)
+            throws AlgebricksException {
+        super(new ExprNodeNullEvaluator(expr), oi, output);
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/SerializableBuffer.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/SerializableBuffer.java
new file mode 100644
index 0000000..676989e
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/SerializableBuffer.java
@@ -0,0 +1,16 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer;
+
+public interface SerializableBuffer extends AggregationBuffer {
+
+    public void deSerializeAggBuffer(byte[] data, int start, int len);
+
+    public void serializeAggBuffer(byte[] data, int start, int len);
+
+    public void serializeAggBuffer(DataOutput output) throws IOException;
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/UDTFFunctionEvaluator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/UDTFFunctionEvaluator.java
new file mode 100644
index 0000000..2e78663
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/UDTFFunctionEvaluator.java
@@ -0,0 +1,143 @@
+package edu.uci.ics.hivesterix.runtime.evaluator;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.plan.UDTFDesc;
+import org.apache.hadoop.hive.ql.udf.generic.Collector;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDTF;
+import org.apache.hadoop.hive.serde2.SerDe;
+import org.apache.hadoop.hive.serde2.SerDeException;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.io.BytesWritable;
+
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hivesterix.serde.lazy.LazyColumnar;
+import edu.uci.ics.hivesterix.serde.lazy.LazyFactory;
+import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
+import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyUnnestingFunction;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class UDTFFunctionEvaluator implements ICopyUnnestingFunction, Collector {
+
+    /**
+     * udtf function
+     */
+    private UDTFDesc func;
+
+    /**
+     * input object inspector
+     */
+    private ObjectInspector inputInspector;
+
+    /**
+     * output object inspector
+     */
+    private ObjectInspector outputInspector;
+
+    /**
+     * object inspector for udtf
+     */
+    private ObjectInspector[] udtfInputOIs;
+
+    /**
+     * generic udtf
+     */
+    private GenericUDTF udtf;
+
+    /**
+     * data output
+     */
+    private DataOutput out;
+
+    /**
+     * the input row object
+     */
+    private LazyColumnar cachedRowObject;
+
+    /**
+     * cached row object (input)
+     */
+    private Object[] cachedInputObjects;
+
+    /**
+     * serialization/deserialization
+     */
+    private SerDe lazySerDe;
+
+    /**
+     * columns feed into UDTF
+     */
+    private int[] columns;
+
+    public UDTFFunctionEvaluator(UDTFDesc desc, Schema schema, int[] cols, DataOutput output) {
+        this.func = desc;
+        this.inputInspector = schema.toObjectInspector();
+        udtf = func.getGenericUDTF();
+        out = output;
+        columns = cols;
+    }
+
+    @Override
+    public void init(IFrameTupleReference tuple) throws AlgebricksException {
+        cachedInputObjects = new LazyObject[columns.length];
+        try {
+            cachedRowObject = (LazyColumnar) LazyFactory.createLazyObject(inputInspector);
+            outputInspector = udtf.initialize(udtfInputOIs);
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        }
+        udtf.setCollector(this);
+        lazySerDe = new LazySerDe();
+        readIntoCache(tuple);
+    }
+
+    @Override
+    public boolean step() throws AlgebricksException {
+        try {
+            udtf.process(cachedInputObjects);
+            return true;
+        } catch (HiveException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    /**
+     * bind the tuple reference to the cached row object
+     * 
+     * @param r
+     */
+    private void readIntoCache(IFrameTupleReference r) {
+        cachedRowObject.init(r);
+        for (int i = 0; i < cachedInputObjects.length; i++) {
+            cachedInputObjects[i] = cachedRowObject.getField(columns[i]);
+        }
+    }
+
+    /**
+     * serialize the result
+     * 
+     * @param result
+     *            the evaluation result
+     * @throws IOException
+     * @throws AlgebricksException
+     */
+    private void serializeResult(Object result) throws SerDeException, IOException {
+        BytesWritable outputWritable = (BytesWritable) lazySerDe.serialize(result, outputInspector);
+        out.write(outputWritable.getBytes(), 0, outputWritable.getLength());
+    }
+
+    @Override
+    public void collect(Object input) throws HiveException {
+        try {
+            serializeResult(input);
+        } catch (IOException e) {
+            throw new HiveException(e);
+        } catch (SerDeException e) {
+            throw new HiveException(e);
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryAscComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryAscComparatorFactory.java
new file mode 100644
index 0000000..f3b76e4
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryAscComparatorFactory.java
@@ -0,0 +1,34 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveByteBinaryAscComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveByteBinaryAscComparatorFactory INSTANCE = new HiveByteBinaryAscComparatorFactory();
+
+    private HiveByteBinaryAscComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private byte left;
+            private byte right;
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                left = b1[s1];
+                right = b2[s2];
+                if (left > right)
+                    return 1;
+                else if (left == right)
+                    return 0;
+                else
+                    return -1;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryDescComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryDescComparatorFactory.java
new file mode 100644
index 0000000..8d452dc
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryDescComparatorFactory.java
@@ -0,0 +1,33 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveByteBinaryDescComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveByteBinaryDescComparatorFactory INSTANCE = new HiveByteBinaryDescComparatorFactory();
+
+    private HiveByteBinaryDescComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private byte left;
+            private byte right;
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                left = b1[s1];
+                right = b2[s2];
+                if (left > right)
+                    return -1;
+                else if (left == right)
+                    return 0;
+                else
+                    return 1;
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryAscComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryAscComparatorFactory.java
new file mode 100644
index 0000000..0b5350a
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryAscComparatorFactory.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveDoubleBinaryAscComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveDoubleBinaryAscComparatorFactory INSTANCE = new HiveDoubleBinaryAscComparatorFactory();
+
+    private HiveDoubleBinaryAscComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private double left;
+            private double right;
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                left = Double.longBitsToDouble(LazyUtils.byteArrayToLong(b1, s1));
+                right = Double.longBitsToDouble(LazyUtils.byteArrayToLong(b2, s2));
+                if (left > right)
+                    return 1;
+                else if (left == right)
+                    return 0;
+                else
+                    return -1;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryDescComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryDescComparatorFactory.java
new file mode 100644
index 0000000..2405956
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryDescComparatorFactory.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveDoubleBinaryDescComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveDoubleBinaryDescComparatorFactory INSTANCE = new HiveDoubleBinaryDescComparatorFactory();
+
+    private HiveDoubleBinaryDescComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private double left;
+            private double right;
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                left = Double.longBitsToDouble(LazyUtils.byteArrayToLong(b1, s1));
+                right = Double.longBitsToDouble(LazyUtils.byteArrayToLong(b2, s2));
+                if (left > right)
+                    return -1;
+                else if (left == right)
+                    return 0;
+                else
+                    return 1;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryAscComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryAscComparatorFactory.java
new file mode 100644
index 0000000..05a43e6
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryAscComparatorFactory.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveFloatBinaryAscComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveFloatBinaryAscComparatorFactory INSTANCE = new HiveFloatBinaryAscComparatorFactory();
+
+    private HiveFloatBinaryAscComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private float left;
+            private float right;
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                left = Float.intBitsToFloat(LazyUtils.byteArrayToInt(b1, s1));
+                right = Float.intBitsToFloat(LazyUtils.byteArrayToInt(b2, s2));
+                if (left > right)
+                    return 1;
+                else if (left == right)
+                    return 0;
+                else
+                    return -1;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryDescComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryDescComparatorFactory.java
new file mode 100644
index 0000000..2c44f97
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryDescComparatorFactory.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveFloatBinaryDescComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveFloatBinaryDescComparatorFactory INSTANCE = new HiveFloatBinaryDescComparatorFactory();
+
+    private HiveFloatBinaryDescComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private float left;
+            private float right;
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                left = Float.intBitsToFloat(LazyUtils.byteArrayToInt(b1, s1));
+                right = Float.intBitsToFloat(LazyUtils.byteArrayToInt(b2, s2));
+                if (left > right)
+                    return -1;
+                else if (left == right)
+                    return 0;
+                else
+                    return 1;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryAscComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryAscComparatorFactory.java
new file mode 100644
index 0000000..0127791
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryAscComparatorFactory.java
@@ -0,0 +1,40 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveIntegerBinaryAscComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static final HiveIntegerBinaryAscComparatorFactory INSTANCE = new HiveIntegerBinaryAscComparatorFactory();
+
+    private HiveIntegerBinaryAscComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private VInt left = new VInt();
+            private VInt right = new VInt();
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                LazyUtils.readVInt(b1, s1, left);
+                LazyUtils.readVInt(b2, s2, right);
+
+                if (left.length != l1 || right.length != l2)
+                    throw new IllegalArgumentException("length mismatch in int comparator function actual: "
+                            + left.length + "," + right.length + " expected " + l1 + "," + l2);
+
+                if (left.value > right.value)
+                    return 1;
+                else if (left.value == right.value)
+                    return 0;
+                else
+                    return -1;
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryDescComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryDescComparatorFactory.java
new file mode 100644
index 0000000..5116337
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryDescComparatorFactory.java
@@ -0,0 +1,38 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveIntegerBinaryDescComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static final HiveIntegerBinaryDescComparatorFactory INSTANCE = new HiveIntegerBinaryDescComparatorFactory();
+
+    private HiveIntegerBinaryDescComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private VInt left = new VInt();
+            private VInt right = new VInt();
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                LazyUtils.readVInt(b1, s1, left);
+                LazyUtils.readVInt(b2, s2, right);
+                if (left.length != l1 || right.length != l2)
+                    throw new IllegalArgumentException("length mismatch in int comparator function actual: "
+                            + left.length + " expected " + l1);
+                if (left.value > right.value)
+                    return -1;
+                else if (left.value == right.value)
+                    return 0;
+                else
+                    return 1;
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryAscComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryAscComparatorFactory.java
new file mode 100644
index 0000000..fa416a9
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryAscComparatorFactory.java
@@ -0,0 +1,38 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveLongBinaryAscComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static final HiveLongBinaryAscComparatorFactory INSTANCE = new HiveLongBinaryAscComparatorFactory();
+
+    private HiveLongBinaryAscComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private VLong left = new VLong();
+            private VLong right = new VLong();
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                LazyUtils.readVLong(b1, s1, left);
+                LazyUtils.readVLong(b2, s2, right);
+                if (left.length != l1 || right.length != l2)
+                    throw new IllegalArgumentException("length mismatch in int comparator function actual: "
+                            + left.length + " expected " + l1);
+                if (left.value > right.value)
+                    return 1;
+                else if (left.value == right.value)
+                    return 0;
+                else
+                    return -1;
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryDescComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryDescComparatorFactory.java
new file mode 100644
index 0000000..e72dc62
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryDescComparatorFactory.java
@@ -0,0 +1,38 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveLongBinaryDescComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static final HiveLongBinaryDescComparatorFactory INSTANCE = new HiveLongBinaryDescComparatorFactory();
+
+    private HiveLongBinaryDescComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private VLong left = new VLong();
+            private VLong right = new VLong();
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                LazyUtils.readVLong(b1, s1, left);
+                LazyUtils.readVLong(b2, s2, right);
+                if (left.length != l1 || right.length != l2)
+                    throw new IllegalArgumentException("length mismatch in int comparator function actual: "
+                            + left.length + " expected " + l1);
+                if (left.value > right.value)
+                    return -1;
+                else if (left.value == right.value)
+                    return 0;
+                else
+                    return 1;
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryAscComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryAscComparatorFactory.java
new file mode 100644
index 0000000..a3745fa
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryAscComparatorFactory.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveShortBinaryAscComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveShortBinaryAscComparatorFactory INSTANCE = new HiveShortBinaryAscComparatorFactory();
+
+    private HiveShortBinaryAscComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private short left;
+            private short right;
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                left = LazyUtils.byteArrayToShort(b1, s1);
+                right = LazyUtils.byteArrayToShort(b2, s2);
+                if (left > right)
+                    return 1;
+                else if (left == right)
+                    return 0;
+                else
+                    return -1;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryDescComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryDescComparatorFactory.java
new file mode 100644
index 0000000..44d3f43
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryDescComparatorFactory.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveShortBinaryDescComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveShortBinaryDescComparatorFactory INSTANCE = new HiveShortBinaryDescComparatorFactory();
+
+    private HiveShortBinaryDescComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private short left;
+            private short right;
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                left = LazyUtils.byteArrayToShort(b1, s1);
+                right = LazyUtils.byteArrayToShort(b2, s2);
+                if (left > right)
+                    return -1;
+                else if (left == right)
+                    return 0;
+                else
+                    return 1;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryAscComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryAscComparatorFactory.java
new file mode 100644
index 0000000..6da9716
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryAscComparatorFactory.java
@@ -0,0 +1,40 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import org.apache.hadoop.io.Text;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveStringBinaryAscComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveStringBinaryAscComparatorFactory INSTANCE = new HiveStringBinaryAscComparatorFactory();
+
+    private HiveStringBinaryAscComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private VInt leftLen = new VInt();
+            private VInt rightLen = new VInt();
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                LazyUtils.readVInt(b1, s1, leftLen);
+                LazyUtils.readVInt(b2, s2, rightLen);
+
+                if (leftLen.value + leftLen.length != l1 || rightLen.value + rightLen.length != l2)
+                    throw new IllegalStateException("parse string: length mismatch, expected "
+                            + (leftLen.value + leftLen.length) + ", " + (rightLen.value + rightLen.length)
+                            + " but get " + l1 + ", " + l2);
+
+                return Text.Comparator.compareBytes(b1, s1 + leftLen.length, l1 - leftLen.length, b2, s2
+                        + rightLen.length, l2 - rightLen.length);
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryDescComparatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryDescComparatorFactory.java
new file mode 100644
index 0000000..c579711
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryDescComparatorFactory.java
@@ -0,0 +1,39 @@
+package edu.uci.ics.hivesterix.runtime.factory.comparator;
+
+import org.apache.hadoop.io.WritableComparator;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveStringBinaryDescComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveStringBinaryDescComparatorFactory INSTANCE = new HiveStringBinaryDescComparatorFactory();
+
+    private HiveStringBinaryDescComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+            private VInt leftLen = new VInt();
+            private VInt rightLen = new VInt();
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                LazyUtils.readVInt(b1, s1, leftLen);
+                LazyUtils.readVInt(b2, s2, rightLen);
+
+                if (leftLen.value + leftLen.length != l1 || rightLen.value + rightLen.length != l2)
+                    throw new IllegalStateException("parse string: length mismatch, expected "
+                            + (leftLen.value + leftLen.length) + ", " + (rightLen.value + rightLen.length)
+                            + " but get " + l1 + ", " + l2);
+
+                return -WritableComparator.compareBytes(b1, s1 + leftLen.length, l1 - leftLen.length, b2, s2
+                        + rightLen.length, l2 - rightLen.length);
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionFactory.java
new file mode 100644
index 0000000..d664341
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionFactory.java
@@ -0,0 +1,367 @@
+package edu.uci.ics.hivesterix.runtime.factory.evaluator;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
+import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluatorFactory;
+import org.apache.hadoop.hive.ql.exec.FunctionRegistry;
+import org.apache.hadoop.hive.ql.exec.Utilities;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.plan.AggregationDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
+import org.apache.hadoop.hive.serde2.SerDe;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionTranslator;
+import edu.uci.ics.hivesterix.runtime.evaluator.AggregationFunctionEvaluator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hivesterix.serde.lazy.LazyFactory;
+import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
+import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyAggregateFunction;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyAggregateFunctionFactory;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class AggregationFunctionFactory implements ICopyAggregateFunctionFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * list of parameters' serialization
+     */
+    private List<String> parametersSerialization = new ArrayList<String>();
+
+    /**
+     * the name of the udf
+     */
+    private String genericUDAFName;
+
+    /**
+     * aggregation mode
+     */
+    private GenericUDAFEvaluator.Mode mode;
+
+    /**
+     * list of type info
+     */
+    private List<TypeInfo> types = new ArrayList<TypeInfo>();
+
+    /**
+     * distinct or not
+     */
+    private boolean distinct;
+
+    /**
+     * the schema of incoming rows
+     */
+    private Schema rowSchema;
+
+    /**
+     * list of parameters
+     */
+    private transient List<ExprNodeDesc> parametersOrigin;
+
+    /**
+     * row inspector
+     */
+    private transient ObjectInspector rowInspector = null;
+
+    /**
+     * output object inspector
+     */
+    private transient ObjectInspector outputInspector = null;
+
+    /**
+     * output object inspector
+     */
+    private transient ObjectInspector outputInspectorPartial = null;
+
+    /**
+     * parameter inspectors
+     */
+    private transient ObjectInspector[] parameterInspectors = null;
+
+    /**
+     * expression desc
+     */
+    private transient HashMap<Long, List<ExprNodeDesc>> parameterExprs = new HashMap<Long, List<ExprNodeDesc>>();
+
+    /**
+     * evaluators
+     */
+    private transient HashMap<Long, ExprNodeEvaluator[]> evaluators = new HashMap<Long, ExprNodeEvaluator[]>();
+
+    /**
+     * cached parameter objects
+     */
+    private transient HashMap<Long, Object[]> cachedParameters = new HashMap<Long, Object[]>();
+
+    /**
+     * cached row object: one per thread
+     */
+    private transient HashMap<Long, LazyObject<? extends ObjectInspector>> cachedRowObjects = new HashMap<Long, LazyObject<? extends ObjectInspector>>();
+
+    /**
+     * we only use lazy serde to do serialization
+     */
+    private transient HashMap<Long, SerDe> serDe = new HashMap<Long, SerDe>();
+
+    /**
+     * udaf evaluators
+     */
+    private transient HashMap<Long, GenericUDAFEvaluator> udafsPartial = new HashMap<Long, GenericUDAFEvaluator>();
+
+    /**
+     * udaf evaluators
+     */
+    private transient HashMap<Long, GenericUDAFEvaluator> udafsComplete = new HashMap<Long, GenericUDAFEvaluator>();
+
+    /**
+     * aggregation function desc
+     */
+    private transient AggregationDesc aggregator;
+
+    /**
+     * @param aggregator
+     *            Algebricks function call expression
+     * @param oi
+     *            schema
+     */
+    public AggregationFunctionFactory(AggregateFunctionCallExpression expression, Schema oi,
+            IVariableTypeEnvironment env) throws AlgebricksException {
+
+        try {
+            aggregator = (AggregationDesc) ExpressionTranslator.getHiveExpression(expression, env);
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException(e.getMessage());
+        }
+        init(aggregator.getParameters(), aggregator.getGenericUDAFName(), aggregator.getMode(),
+                aggregator.getDistinct(), oi);
+    }
+
+    /**
+     * constructor of aggregation function factory
+     * 
+     * @param inputs
+     * @param name
+     * @param udafMode
+     * @param distinct
+     * @param oi
+     */
+    private void init(List<ExprNodeDesc> inputs, String name, GenericUDAFEvaluator.Mode udafMode, boolean distinct,
+            Schema oi) {
+        parametersOrigin = inputs;
+        genericUDAFName = name;
+        mode = udafMode;
+        this.distinct = distinct;
+        rowSchema = oi;
+
+        for (ExprNodeDesc input : inputs) {
+            TypeInfo type = input.getTypeInfo();
+            if (type instanceof StructTypeInfo) {
+                types.add(TypeInfoFactory.doubleTypeInfo);
+            } else
+                types.add(type);
+
+            String s = Utilities.serializeExpression(input);
+            parametersSerialization.add(s);
+        }
+    }
+
+    @Override
+    public synchronized ICopyAggregateFunction createAggregateFunction(IDataOutputProvider provider)
+            throws AlgebricksException {
+        if (parametersOrigin == null) {
+            Configuration config = new Configuration();
+            config.setClassLoader(this.getClass().getClassLoader());
+            /**
+             * in case of class.forname(...) call in hive code
+             */
+            Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+
+            parametersOrigin = new ArrayList<ExprNodeDesc>();
+            for (String serialization : parametersSerialization) {
+                parametersOrigin.add(Utilities.deserializeExpression(serialization, config));
+            }
+        }
+
+        /**
+         * exprs
+         */
+        if (parameterExprs == null)
+            parameterExprs = new HashMap<Long, List<ExprNodeDesc>>();
+
+        /**
+         * evaluators
+         */
+        if (evaluators == null)
+            evaluators = new HashMap<Long, ExprNodeEvaluator[]>();
+
+        /**
+         * cached parameter objects
+         */
+        if (cachedParameters == null)
+            cachedParameters = new HashMap<Long, Object[]>();
+
+        /**
+         * cached row object: one per thread
+         */
+        if (cachedRowObjects == null)
+            cachedRowObjects = new HashMap<Long, LazyObject<? extends ObjectInspector>>();
+
+        /**
+         * we only use lazy serde to do serialization
+         */
+        if (serDe == null)
+            serDe = new HashMap<Long, SerDe>();
+
+        /**
+         * UDAF functions
+         */
+        if (udafsComplete == null)
+            udafsComplete = new HashMap<Long, GenericUDAFEvaluator>();
+
+        /**
+         * UDAF functions
+         */
+        if (udafsPartial == null)
+            udafsPartial = new HashMap<Long, GenericUDAFEvaluator>();
+
+        if (parameterInspectors == null)
+            parameterInspectors = new ObjectInspector[parametersOrigin.size()];
+
+        if (rowInspector == null)
+            rowInspector = rowSchema.toObjectInspector();
+
+        // get current thread id
+        long threadId = Thread.currentThread().getId();
+
+        /**
+         * expressions, expressions are thread local
+         */
+        List<ExprNodeDesc> parameters = parameterExprs.get(threadId);
+        if (parameters == null) {
+            parameters = new ArrayList<ExprNodeDesc>();
+            for (ExprNodeDesc parameter : parametersOrigin)
+                parameters.add(parameter.clone());
+            parameterExprs.put(threadId, parameters);
+        }
+
+        /**
+         * cached parameter objects
+         */
+        Object[] cachedParas = cachedParameters.get(threadId);
+        if (cachedParas == null) {
+            cachedParas = new Object[parameters.size()];
+            cachedParameters.put(threadId, cachedParas);
+        }
+
+        /**
+         * cached row object: one per thread
+         */
+        LazyObject<? extends ObjectInspector> cachedRowObject = cachedRowObjects.get(threadId);
+        if (cachedRowObject == null) {
+            cachedRowObject = LazyFactory.createLazyObject(rowInspector);
+            cachedRowObjects.put(threadId, cachedRowObject);
+        }
+
+        /**
+         * we only use lazy serde to do serialization
+         */
+        SerDe lazySer = serDe.get(threadId);
+        if (lazySer == null) {
+            lazySer = new LazySerDe();
+            serDe.put(threadId, lazySer);
+        }
+
+        /**
+         * evaluators
+         */
+        ExprNodeEvaluator[] evals = evaluators.get(threadId);
+        if (evals == null) {
+            evals = new ExprNodeEvaluator[parameters.size()];
+            evaluators.put(threadId, evals);
+        }
+
+        GenericUDAFEvaluator udafPartial;
+        GenericUDAFEvaluator udafComplete;
+
+        // initialize object inspectors
+        try {
+            /**
+             * evaluators, udf, object inpsectors are shared in one thread
+             */
+            for (int i = 0; i < evals.length; i++) {
+                if (evals[i] == null) {
+                    evals[i] = ExprNodeEvaluatorFactory.get(parameters.get(i));
+                    if (parameterInspectors[i] == null) {
+                        parameterInspectors[i] = evals[i].initialize(rowInspector);
+                    } else {
+                        evals[i].initialize(rowInspector);
+                    }
+                }
+            }
+
+            udafComplete = udafsComplete.get(threadId);
+            if (udafComplete == null) {
+                try {
+                    udafComplete = FunctionRegistry.getGenericUDAFEvaluator(genericUDAFName, types, distinct, false);
+                } catch (HiveException e) {
+                    throw new AlgebricksException(e);
+                }
+                udafsComplete.put(threadId, udafComplete);
+                udafComplete.init(mode, parameterInspectors);
+            }
+
+            // multiple stage group by, determined by the mode parameter
+            if (outputInspector == null)
+                outputInspector = udafComplete.init(mode, parameterInspectors);
+
+            // initial partial gby udaf
+            GenericUDAFEvaluator.Mode partialMode;
+            // adjust mode for external groupby
+            if (mode == GenericUDAFEvaluator.Mode.COMPLETE)
+                partialMode = GenericUDAFEvaluator.Mode.PARTIAL1;
+            else if (mode == GenericUDAFEvaluator.Mode.FINAL)
+                partialMode = GenericUDAFEvaluator.Mode.PARTIAL2;
+            else
+                partialMode = mode;
+            udafPartial = udafsPartial.get(threadId);
+            if (udafPartial == null) {
+                try {
+                    udafPartial = FunctionRegistry.getGenericUDAFEvaluator(genericUDAFName, types, distinct, false);
+                } catch (HiveException e) {
+                    throw new AlgebricksException(e);
+                }
+                udafPartial.init(partialMode, parameterInspectors);
+                udafsPartial.put(threadId, udafPartial);
+            }
+
+            // multiple stage group by, determined by the mode parameter
+            if (outputInspectorPartial == null)
+                outputInspectorPartial = udafPartial.init(partialMode, parameterInspectors);
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException(e);
+        }
+
+        return new AggregationFunctionEvaluator(parameters, types, genericUDAFName, mode, distinct, rowInspector,
+                provider.getDataOutput(), evals, parameterInspectors, cachedParas, lazySer, cachedRowObject,
+                udafPartial, udafComplete, outputInspector, outputInspectorPartial);
+    }
+
+    public String toString() {
+        return "aggregation function expression evaluator factory: " + this.genericUDAFName;
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionSerializableFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionSerializableFactory.java
new file mode 100644
index 0000000..54a1155
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionSerializableFactory.java
@@ -0,0 +1,366 @@
+package edu.uci.ics.hivesterix.runtime.factory.evaluator;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
+import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluatorFactory;
+import org.apache.hadoop.hive.ql.exec.FunctionRegistry;
+import org.apache.hadoop.hive.ql.exec.Utilities;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.plan.AggregationDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
+import org.apache.hadoop.hive.serde2.SerDe;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionTranslator;
+import edu.uci.ics.hivesterix.runtime.evaluator.AggregatuibFunctionSerializableEvaluator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hivesterix.serde.lazy.LazyFactory;
+import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
+import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopySerializableAggregateFunction;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopySerializableAggregateFunctionFactory;
+
+public class AggregationFunctionSerializableFactory implements ICopySerializableAggregateFunctionFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * list of parameters' serialization
+     */
+    private List<String> parametersSerialization = new ArrayList<String>();
+
+    /**
+     * the name of the udf
+     */
+    private String genericUDAFName;
+
+    /**
+     * aggregation mode
+     */
+    private GenericUDAFEvaluator.Mode mode;
+
+    /**
+     * list of type info
+     */
+    private List<TypeInfo> types = new ArrayList<TypeInfo>();
+
+    /**
+     * distinct or not
+     */
+    private boolean distinct;
+
+    /**
+     * the schema of incoming rows
+     */
+    private Schema rowSchema;
+
+    /**
+     * list of parameters
+     */
+    private transient List<ExprNodeDesc> parametersOrigin;
+
+    /**
+     * row inspector
+     */
+    private transient ObjectInspector rowInspector = null;
+
+    /**
+     * output object inspector
+     */
+    private transient ObjectInspector outputInspector = null;
+
+    /**
+     * output object inspector
+     */
+    private transient ObjectInspector outputInspectorPartial = null;
+
+    /**
+     * parameter inspectors
+     */
+    private transient ObjectInspector[] parameterInspectors = null;
+
+    /**
+     * expression desc
+     */
+    private transient HashMap<Long, List<ExprNodeDesc>> parameterExprs = new HashMap<Long, List<ExprNodeDesc>>();
+
+    /**
+     * evaluators
+     */
+    private transient HashMap<Long, ExprNodeEvaluator[]> evaluators = new HashMap<Long, ExprNodeEvaluator[]>();
+
+    /**
+     * cached parameter objects
+     */
+    private transient HashMap<Long, Object[]> cachedParameters = new HashMap<Long, Object[]>();
+
+    /**
+     * cached row object: one per thread
+     */
+    private transient HashMap<Long, LazyObject<? extends ObjectInspector>> cachedRowObjects = new HashMap<Long, LazyObject<? extends ObjectInspector>>();
+
+    /**
+     * we only use lazy serde to do serialization
+     */
+    private transient HashMap<Long, SerDe> serDe = new HashMap<Long, SerDe>();
+
+    /**
+     * udaf evaluators
+     */
+    private transient HashMap<Long, GenericUDAFEvaluator> udafsPartial = new HashMap<Long, GenericUDAFEvaluator>();
+
+    /**
+     * udaf evaluators
+     */
+    private transient HashMap<Long, GenericUDAFEvaluator> udafsComplete = new HashMap<Long, GenericUDAFEvaluator>();
+
+    /**
+     * aggregation function desc
+     */
+    private transient AggregationDesc aggregator;
+
+    /**
+     * @param aggregator
+     *            Algebricks function call expression
+     * @param oi
+     *            schema
+     */
+    public AggregationFunctionSerializableFactory(AggregateFunctionCallExpression expression, Schema oi,
+            IVariableTypeEnvironment env) throws AlgebricksException {
+
+        try {
+            aggregator = (AggregationDesc) ExpressionTranslator.getHiveExpression(expression, env);
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException(e.getMessage());
+        }
+        init(aggregator.getParameters(), aggregator.getGenericUDAFName(), aggregator.getMode(),
+                aggregator.getDistinct(), oi);
+    }
+
+    /**
+     * constructor of aggregation function factory
+     * 
+     * @param inputs
+     * @param name
+     * @param udafMode
+     * @param distinct
+     * @param oi
+     */
+    private void init(List<ExprNodeDesc> inputs, String name, GenericUDAFEvaluator.Mode udafMode, boolean distinct,
+            Schema oi) {
+        parametersOrigin = inputs;
+        genericUDAFName = name;
+        mode = udafMode;
+        this.distinct = distinct;
+        rowSchema = oi;
+
+        for (ExprNodeDesc input : inputs) {
+            TypeInfo type = input.getTypeInfo();
+            if (type instanceof StructTypeInfo) {
+                types.add(TypeInfoFactory.doubleTypeInfo);
+            } else
+                types.add(type);
+
+            String s = Utilities.serializeExpression(input);
+            parametersSerialization.add(s);
+        }
+    }
+
+    @Override
+    public synchronized ICopySerializableAggregateFunction createAggregateFunction() throws AlgebricksException {
+        if (parametersOrigin == null) {
+            Configuration config = new Configuration();
+            config.setClassLoader(this.getClass().getClassLoader());
+            /**
+             * in case of class.forname(...) call in hive code
+             */
+            Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+
+            parametersOrigin = new ArrayList<ExprNodeDesc>();
+            for (String serialization : parametersSerialization) {
+                parametersOrigin.add(Utilities.deserializeExpression(serialization, config));
+            }
+        }
+
+        /**
+         * exprs
+         */
+        if (parameterExprs == null)
+            parameterExprs = new HashMap<Long, List<ExprNodeDesc>>();
+
+        /**
+         * evaluators
+         */
+        if (evaluators == null)
+            evaluators = new HashMap<Long, ExprNodeEvaluator[]>();
+
+        /**
+         * cached parameter objects
+         */
+        if (cachedParameters == null)
+            cachedParameters = new HashMap<Long, Object[]>();
+
+        /**
+         * cached row object: one per thread
+         */
+        if (cachedRowObjects == null)
+            cachedRowObjects = new HashMap<Long, LazyObject<? extends ObjectInspector>>();
+
+        /**
+         * we only use lazy serde to do serialization
+         */
+        if (serDe == null)
+            serDe = new HashMap<Long, SerDe>();
+
+        /**
+         * UDAF functions
+         */
+        if (udafsComplete == null)
+            udafsComplete = new HashMap<Long, GenericUDAFEvaluator>();
+
+        /**
+         * UDAF functions
+         */
+        if (udafsPartial == null)
+            udafsPartial = new HashMap<Long, GenericUDAFEvaluator>();
+
+        if (parameterInspectors == null)
+            parameterInspectors = new ObjectInspector[parametersOrigin.size()];
+
+        if (rowInspector == null)
+            rowInspector = rowSchema.toObjectInspector();
+
+        // get current thread id
+        long threadId = Thread.currentThread().getId();
+
+        /**
+         * expressions, expressions are thread local
+         */
+        List<ExprNodeDesc> parameters = parameterExprs.get(threadId);
+        if (parameters == null) {
+            parameters = new ArrayList<ExprNodeDesc>();
+            for (ExprNodeDesc parameter : parametersOrigin)
+                parameters.add(parameter.clone());
+            parameterExprs.put(threadId, parameters);
+        }
+
+        /**
+         * cached parameter objects
+         */
+        Object[] cachedParas = cachedParameters.get(threadId);
+        if (cachedParas == null) {
+            cachedParas = new Object[parameters.size()];
+            cachedParameters.put(threadId, cachedParas);
+        }
+
+        /**
+         * cached row object: one per thread
+         */
+        LazyObject<? extends ObjectInspector> cachedRowObject = cachedRowObjects.get(threadId);
+        if (cachedRowObject == null) {
+            cachedRowObject = LazyFactory.createLazyObject(rowInspector);
+            cachedRowObjects.put(threadId, cachedRowObject);
+        }
+
+        /**
+         * we only use lazy serde to do serialization
+         */
+        SerDe lazySer = serDe.get(threadId);
+        if (lazySer == null) {
+            lazySer = new LazySerDe();
+            serDe.put(threadId, lazySer);
+        }
+
+        /**
+         * evaluators
+         */
+        ExprNodeEvaluator[] evals = evaluators.get(threadId);
+        if (evals == null) {
+            evals = new ExprNodeEvaluator[parameters.size()];
+            evaluators.put(threadId, evals);
+        }
+
+        GenericUDAFEvaluator udafPartial;
+        GenericUDAFEvaluator udafComplete;
+
+        // initialize object inspectors
+        try {
+            /**
+             * evaluators, udf, object inpsectors are shared in one thread
+             */
+            for (int i = 0; i < evals.length; i++) {
+                if (evals[i] == null) {
+                    evals[i] = ExprNodeEvaluatorFactory.get(parameters.get(i));
+                    if (parameterInspectors[i] == null) {
+                        parameterInspectors[i] = evals[i].initialize(rowInspector);
+                    } else {
+                        evals[i].initialize(rowInspector);
+                    }
+                }
+            }
+
+            udafComplete = udafsComplete.get(threadId);
+            if (udafComplete == null) {
+                try {
+                    udafComplete = FunctionRegistry.getGenericUDAFEvaluator(genericUDAFName, types, distinct, false);
+                } catch (HiveException e) {
+                    throw new AlgebricksException(e);
+                }
+                udafsComplete.put(threadId, udafComplete);
+                udafComplete.init(mode, parameterInspectors);
+            }
+
+            // multiple stage group by, determined by the mode parameter
+            if (outputInspector == null)
+                outputInspector = udafComplete.init(mode, parameterInspectors);
+
+            // initial partial gby udaf
+            GenericUDAFEvaluator.Mode partialMode;
+            // adjust mode for external groupby
+            if (mode == GenericUDAFEvaluator.Mode.COMPLETE)
+                partialMode = GenericUDAFEvaluator.Mode.PARTIAL1;
+            else if (mode == GenericUDAFEvaluator.Mode.FINAL)
+                partialMode = GenericUDAFEvaluator.Mode.PARTIAL2;
+            else
+                partialMode = mode;
+            udafPartial = udafsPartial.get(threadId);
+            if (udafPartial == null) {
+                try {
+                    udafPartial = FunctionRegistry.getGenericUDAFEvaluator(genericUDAFName, types, distinct, false);
+                } catch (HiveException e) {
+                    throw new AlgebricksException(e);
+                }
+                udafPartial.init(partialMode, parameterInspectors);
+                udafsPartial.put(threadId, udafPartial);
+            }
+
+            // multiple stage group by, determined by the mode parameter
+            if (outputInspectorPartial == null)
+                outputInspectorPartial = udafPartial.init(partialMode, parameterInspectors);
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException(e);
+        }
+
+        return new AggregatuibFunctionSerializableEvaluator(parameters, types, genericUDAFName, mode, distinct,
+                rowInspector, evals, parameterInspectors, cachedParas, lazySer, cachedRowObject, udafPartial,
+                udafComplete, outputInspector, outputInspectorPartial);
+    }
+
+    public String toString() {
+        return "aggregation function expression evaluator factory: " + this.genericUDAFName;
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ColumnExpressionEvaluatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ColumnExpressionEvaluatorFactory.java
new file mode 100644
index 0000000..6f51bfe
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ColumnExpressionEvaluatorFactory.java
@@ -0,0 +1,41 @@
+package edu.uci.ics.hivesterix.runtime.factory.evaluator;
+
+import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionTranslator;
+import edu.uci.ics.hivesterix.runtime.evaluator.ColumnExpressionEvaluator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class ColumnExpressionEvaluatorFactory implements ICopyEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private ExprNodeColumnDesc expr;
+
+    private Schema inputSchema;
+
+    public ColumnExpressionEvaluatorFactory(ILogicalExpression expression, Schema schema, IVariableTypeEnvironment env)
+            throws AlgebricksException {
+        try {
+            expr = (ExprNodeColumnDesc) ExpressionTranslator.getHiveExpression(expression, env);
+        } catch (Exception e) {
+            throw new AlgebricksException(e.getMessage());
+        }
+        inputSchema = schema;
+    }
+
+    public ICopyEvaluator createEvaluator(IDataOutputProvider output) throws AlgebricksException {
+        return new ColumnExpressionEvaluator(expr, inputSchema.toObjectInspector(), output);
+    }
+
+    public String toString() {
+        return "column expression evaluator factory: " + expr.toString();
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ConstantExpressionEvaluatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ConstantExpressionEvaluatorFactory.java
new file mode 100644
index 0000000..4ecdb70
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ConstantExpressionEvaluatorFactory.java
@@ -0,0 +1,41 @@
+package edu.uci.ics.hivesterix.runtime.factory.evaluator;
+
+import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionTranslator;
+import edu.uci.ics.hivesterix.runtime.evaluator.ConstantExpressionEvaluator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class ConstantExpressionEvaluatorFactory implements ICopyEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private ExprNodeConstantDesc expr;
+
+    private Schema schema;
+
+    public ConstantExpressionEvaluatorFactory(ILogicalExpression expression, Schema inputSchema,
+            IVariableTypeEnvironment env) throws AlgebricksException {
+        try {
+            expr = (ExprNodeConstantDesc) ExpressionTranslator.getHiveExpression(expression, env);
+        } catch (Exception e) {
+            throw new AlgebricksException(e.getMessage());
+        }
+        schema = inputSchema;
+    }
+
+    public ICopyEvaluator createEvaluator(IDataOutputProvider output) throws AlgebricksException {
+        return new ConstantExpressionEvaluator(expr, schema.toObjectInspector(), output);
+    }
+
+    public String toString() {
+        return "constant expression evaluator factory: " + expr.toString();
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/FieldExpressionEvaluatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/FieldExpressionEvaluatorFactory.java
new file mode 100644
index 0000000..ef0c104
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/FieldExpressionEvaluatorFactory.java
@@ -0,0 +1,40 @@
+package edu.uci.ics.hivesterix.runtime.factory.evaluator;
+
+import org.apache.hadoop.hive.ql.plan.ExprNodeFieldDesc;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionTranslator;
+import edu.uci.ics.hivesterix.runtime.evaluator.FieldExpressionEvaluator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class FieldExpressionEvaluatorFactory implements ICopyEvaluatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private ExprNodeFieldDesc expr;
+
+    private Schema inputSchema;
+
+    public FieldExpressionEvaluatorFactory(ILogicalExpression expression, Schema schema, IVariableTypeEnvironment env)
+            throws AlgebricksException {
+        try {
+            expr = (ExprNodeFieldDesc) ExpressionTranslator.getHiveExpression(expression, env);
+        } catch (Exception e) {
+            throw new AlgebricksException(e.getMessage());
+        }
+        inputSchema = schema;
+    }
+
+    public ICopyEvaluator createEvaluator(IDataOutputProvider output) throws AlgebricksException {
+        return new FieldExpressionEvaluator(expr, inputSchema.toObjectInspector(), output);
+    }
+
+    public String toString() {
+        return "field access expression evaluator factory: " + expr.toString();
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/HiveExpressionRuntimeProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/HiveExpressionRuntimeProvider.java
new file mode 100644
index 0000000..c3b4b17
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/HiveExpressionRuntimeProvider.java
@@ -0,0 +1,167 @@
+package edu.uci.ics.hivesterix.runtime.factory.evaluator;
+
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionConstant;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression.FunctionKind;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.LogicalExpressionJobGenToExpressionRuntimeProviderAdapter.AggregateFunctionFactoryAdapter;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.LogicalExpressionJobGenToExpressionRuntimeProviderAdapter.ScalarEvaluatorFactoryAdapter;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.LogicalExpressionJobGenToExpressionRuntimeProviderAdapter.UnnestingFunctionFactoryAdapter;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.StatefulFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopySerializableAggregateFunctionFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+
+public class HiveExpressionRuntimeProvider implements IExpressionRuntimeProvider {
+
+    public static final IExpressionRuntimeProvider INSTANCE = new HiveExpressionRuntimeProvider();
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateFunctionFactory(AggregateFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        Schema schema = this.getSchema(inputSchemas[0], env);
+        return new AggregateFunctionFactoryAdapter(new AggregationFunctionFactory(expr, schema, env));
+    }
+
+    @Override
+    public ICopySerializableAggregateFunctionFactory createSerializableAggregateFunctionFactory(
+            AggregateFunctionCallExpression expr, IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas,
+            JobGenContext context) throws AlgebricksException {
+        Schema schema = this.getSchema(inputSchemas[0], env);
+        return new AggregationFunctionSerializableFactory(expr, schema, env);
+    }
+
+    @Override
+    public IRunningAggregateEvaluatorFactory createRunningAggregateFunctionFactory(StatefulFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public IUnnestingEvaluatorFactory createUnnestingFunctionFactory(UnnestingFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        Schema schema = this.getSchema(inputSchemas[0], env);
+        return new UnnestingFunctionFactoryAdapter(new UnnestingFunctionFactory(expr, schema, env));
+    }
+
+    public IScalarEvaluatorFactory createEvaluatorFactory(ILogicalExpression expr, IVariableTypeEnvironment env,
+            IOperatorSchema[] inputSchemas, JobGenContext context) throws AlgebricksException {
+        switch (expr.getExpressionTag()) {
+            case VARIABLE: {
+                VariableReferenceExpression v = (VariableReferenceExpression) expr;
+                return new ScalarEvaluatorFactoryAdapter(createVariableEvaluatorFactory(v, env, inputSchemas, context));
+            }
+            case CONSTANT: {
+                ConstantExpression c = (ConstantExpression) expr;
+                return new ScalarEvaluatorFactoryAdapter(createConstantEvaluatorFactory(c, env, inputSchemas, context));
+            }
+            case FUNCTION_CALL: {
+                AbstractFunctionCallExpression fun = (AbstractFunctionCallExpression) expr;
+                FunctionIdentifier fid = fun.getFunctionIdentifier();
+
+                if (fid.getName().equals(ExpressionConstant.FIELDACCESS)) {
+                    return new ScalarEvaluatorFactoryAdapter(createFieldExpressionEvaluatorFactory(fun, env,
+                            inputSchemas, context));
+                }
+
+                if (fid.getName().equals(ExpressionConstant.FIELDACCESS)) {
+                    return new ScalarEvaluatorFactoryAdapter(createNullExpressionEvaluatorFactory(fun, env,
+                            inputSchemas, context));
+                }
+
+                if (fun.getKind() == FunctionKind.SCALAR) {
+                    ScalarFunctionCallExpression scalar = (ScalarFunctionCallExpression) fun;
+                    return new ScalarEvaluatorFactoryAdapter(createScalarFunctionEvaluatorFactory(scalar, env,
+                            inputSchemas, context));
+                } else {
+                    throw new AlgebricksException("Cannot create evaluator for function " + fun + " of kind "
+                            + fun.getKind());
+                }
+            }
+            default: {
+                throw new IllegalStateException();
+            }
+        }
+    }
+
+    private ICopyEvaluatorFactory createVariableEvaluatorFactory(VariableReferenceExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        Schema schema = this.getSchema(inputSchemas[0], env);
+        return new ColumnExpressionEvaluatorFactory(expr, schema, env);
+    }
+
+    private ICopyEvaluatorFactory createScalarFunctionEvaluatorFactory(AbstractFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        List<String> names = new ArrayList<String>();
+        List<TypeInfo> types = new ArrayList<TypeInfo>();
+        for (IOperatorSchema inputSchema : inputSchemas) {
+            Schema schema = this.getSchema(inputSchema, env);
+            names.addAll(schema.getNames());
+            types.addAll(schema.getTypes());
+        }
+        Schema inputSchema = new Schema(names, types);
+        return new ScalarFunctionExpressionEvaluatorFactory(expr, inputSchema, env);
+    }
+
+    private ICopyEvaluatorFactory createFieldExpressionEvaluatorFactory(AbstractFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        Schema schema = this.getSchema(inputSchemas[0], env);
+        return new FieldExpressionEvaluatorFactory(expr, schema, env);
+    }
+
+    private ICopyEvaluatorFactory createNullExpressionEvaluatorFactory(AbstractFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        Schema schema = this.getSchema(inputSchemas[0], env);
+        return new NullExpressionEvaluatorFactory(expr, schema, env);
+    }
+
+    private ICopyEvaluatorFactory createConstantEvaluatorFactory(ConstantExpression expr, IVariableTypeEnvironment env,
+            IOperatorSchema[] inputSchemas, JobGenContext context) throws AlgebricksException {
+        Schema schema = this.getSchema(inputSchemas[0], env);
+        return new ConstantExpressionEvaluatorFactory(expr, schema, env);
+    }
+
+    private Schema getSchema(IOperatorSchema inputSchema, IVariableTypeEnvironment env) throws AlgebricksException {
+        List<String> names = new ArrayList<String>();
+        List<TypeInfo> types = new ArrayList<TypeInfo>();
+        Iterator<LogicalVariable> variables = inputSchema.iterator();
+        while (variables.hasNext()) {
+            LogicalVariable var = variables.next();
+            names.add(var.toString());
+            types.add((TypeInfo) env.getVarType(var));
+        }
+
+        Schema schema = new Schema(names, types);
+        return schema;
+    }
+
+}
\ No newline at end of file
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/NullExpressionEvaluatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/NullExpressionEvaluatorFactory.java
new file mode 100644
index 0000000..f37b825
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/NullExpressionEvaluatorFactory.java
@@ -0,0 +1,41 @@
+package edu.uci.ics.hivesterix.runtime.factory.evaluator;
+
+import org.apache.hadoop.hive.ql.plan.ExprNodeNullDesc;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionTranslator;
+import edu.uci.ics.hivesterix.runtime.evaluator.NullExpressionEvaluator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class NullExpressionEvaluatorFactory implements ICopyEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private ExprNodeNullDesc expr;
+
+    private Schema schema;
+
+    public NullExpressionEvaluatorFactory(ILogicalExpression expression, Schema intputSchema,
+            IVariableTypeEnvironment env) throws AlgebricksException {
+        try {
+            expr = (ExprNodeNullDesc) ExpressionTranslator.getHiveExpression(expression, env);
+        } catch (Exception e) {
+            throw new AlgebricksException(e.getMessage());
+        }
+        schema = intputSchema;
+    }
+
+    public ICopyEvaluator createEvaluator(IDataOutputProvider output) throws AlgebricksException {
+        return new NullExpressionEvaluator(expr, schema.toObjectInspector(), output);
+    }
+
+    public String toString() {
+        return "null expression evaluator factory: " + expr.toString();
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ScalarFunctionExpressionEvaluatorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ScalarFunctionExpressionEvaluatorFactory.java
new file mode 100644
index 0000000..cbac10a
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ScalarFunctionExpressionEvaluatorFactory.java
@@ -0,0 +1,69 @@
+package edu.uci.ics.hivesterix.runtime.factory.evaluator;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hive.ql.exec.Utilities;
+import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionTranslator;
+import edu.uci.ics.hivesterix.runtime.evaluator.FunctionExpressionEvaluator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class ScalarFunctionExpressionEvaluatorFactory implements ICopyEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private transient ExprNodeGenericFuncDesc expr;
+
+    private String exprSerialization;
+
+    private Schema inputSchema;
+
+    private transient Configuration config;
+
+    public ScalarFunctionExpressionEvaluatorFactory(ILogicalExpression expression, Schema schema,
+            IVariableTypeEnvironment env) throws AlgebricksException {
+        try {
+            expr = (ExprNodeGenericFuncDesc) ExpressionTranslator.getHiveExpression(expression, env);
+
+            exprSerialization = Utilities.serializeExpression(expr);
+
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException(e.getMessage());
+        }
+        inputSchema = schema;
+    }
+
+    public synchronized ICopyEvaluator createEvaluator(IDataOutputProvider output) throws AlgebricksException {
+        if (expr == null) {
+            configClassLoader();
+            expr = (ExprNodeGenericFuncDesc) Utilities.deserializeExpression(exprSerialization, config);
+        }
+
+        ExprNodeGenericFuncDesc funcDesc = (ExprNodeGenericFuncDesc) expr.clone();
+        return new FunctionExpressionEvaluator(funcDesc, inputSchema.toObjectInspector(), output);
+    }
+
+    private void configClassLoader() {
+        config = new Configuration();
+        ClassLoader loader = this.getClass().getClassLoader();
+        config.setClassLoader(loader);
+        Thread.currentThread().setContextClassLoader(loader);
+    }
+
+    public String toString() {
+        if (expr == null) {
+            configClassLoader();
+            expr = (ExprNodeGenericFuncDesc) Utilities.deserializeExpression(exprSerialization, new Configuration());
+        }
+
+        return "function expression evaluator factory: " + expr.getExprString();
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/UnnestingFunctionFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/UnnestingFunctionFactory.java
new file mode 100644
index 0000000..3b22513
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/UnnestingFunctionFactory.java
@@ -0,0 +1,40 @@
+package edu.uci.ics.hivesterix.runtime.factory.evaluator;
+
+import org.apache.hadoop.hive.ql.plan.UDTFDesc;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionTranslator;
+import edu.uci.ics.hivesterix.runtime.evaluator.UDTFFunctionEvaluator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyUnnestingFunction;
+import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyUnnestingFunctionFactory;
+import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
+
+public class UnnestingFunctionFactory implements ICopyUnnestingFunctionFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private UDTFDesc expr;
+
+    private Schema inputSchema;
+
+    private int[] columns;
+
+    public UnnestingFunctionFactory(ILogicalExpression expression, Schema schema, IVariableTypeEnvironment env)
+            throws AlgebricksException {
+        try {
+            expr = (UDTFDesc) ExpressionTranslator.getHiveExpression(expression, env);
+        } catch (Exception e) {
+            throw new AlgebricksException(e.getMessage());
+        }
+        inputSchema = schema;
+    }
+
+    @Override
+    public ICopyUnnestingFunction createUnnestingFunction(IDataOutputProvider provider) throws AlgebricksException {
+        return new UDTFFunctionEvaluator(expr, inputSchema, columns, provider.getDataOutput());
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveDoubleBinaryHashFunctionFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveDoubleBinaryHashFunctionFactory.java
new file mode 100644
index 0000000..b636009
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveDoubleBinaryHashFunctionFactory.java
@@ -0,0 +1,29 @@
+package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+
+public class HiveDoubleBinaryHashFunctionFactory implements IBinaryHashFunctionFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveDoubleBinaryHashFunctionFactory INSTANCE = new HiveDoubleBinaryHashFunctionFactory();
+
+    private HiveDoubleBinaryHashFunctionFactory() {
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction() {
+        // TODO Auto-generated method stub
+        return new IBinaryHashFunction() {
+            private Double value;
+
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                value = Double.longBitsToDouble(LazyUtils.byteArrayToLong(bytes, offset));
+                return value.hashCode();
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveIntegerBinaryHashFunctionFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveIntegerBinaryHashFunctionFactory.java
new file mode 100644
index 0000000..90e6ce4
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveIntegerBinaryHashFunctionFactory.java
@@ -0,0 +1,33 @@
+package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+
+public class HiveIntegerBinaryHashFunctionFactory implements IBinaryHashFunctionFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static IBinaryHashFunctionFactory INSTANCE = new HiveIntegerBinaryHashFunctionFactory();
+
+    private HiveIntegerBinaryHashFunctionFactory() {
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction() {
+
+        return new IBinaryHashFunction() {
+            private VInt value = new VInt();
+
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                LazyUtils.readVInt(bytes, offset, value);
+                if (value.length != length)
+                    throw new IllegalArgumentException("length mismatch in int hash function actual: " + length
+                            + " expected " + value.length);
+                return value.value;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveLongBinaryHashFunctionFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveLongBinaryHashFunctionFactory.java
new file mode 100644
index 0000000..1b61f67
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveLongBinaryHashFunctionFactory.java
@@ -0,0 +1,30 @@
+package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+
+public class HiveLongBinaryHashFunctionFactory implements IBinaryHashFunctionFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static IBinaryHashFunctionFactory INSTANCE = new HiveLongBinaryHashFunctionFactory();
+
+    private HiveLongBinaryHashFunctionFactory() {
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction() {
+
+        return new IBinaryHashFunction() {
+            private VLong value = new VLong();
+
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                LazyUtils.readVLong(bytes, offset, value);
+                return (int) value.value;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveRawBinaryHashFunctionFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveRawBinaryHashFunctionFactory.java
new file mode 100644
index 0000000..f2b7b44
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveRawBinaryHashFunctionFactory.java
@@ -0,0 +1,31 @@
+package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+
+public class HiveRawBinaryHashFunctionFactory implements IBinaryHashFunctionFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static IBinaryHashFunctionFactory INSTANCE = new HiveRawBinaryHashFunctionFactory();
+
+    private HiveRawBinaryHashFunctionFactory() {
+
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction() {
+
+        return new IBinaryHashFunction() {
+
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                int value = 1;
+                int end = offset + length;
+                for (int i = offset; i < end; i++)
+                    value = value * 31 + (int) bytes[i];
+                return value;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveStingBinaryHashFunctionFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveStingBinaryHashFunctionFactory.java
new file mode 100644
index 0000000..a9cf6fd
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveStingBinaryHashFunctionFactory.java
@@ -0,0 +1,41 @@
+package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+
+public class HiveStingBinaryHashFunctionFactory implements IBinaryHashFunctionFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static HiveStingBinaryHashFunctionFactory INSTANCE = new HiveStingBinaryHashFunctionFactory();
+
+    private HiveStingBinaryHashFunctionFactory() {
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction() {
+        // TODO Auto-generated method stub
+        return new IBinaryHashFunction() {
+            private VInt len = new VInt();
+
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                LazyUtils.readVInt(bytes, offset, len);
+                if (len.value + len.length != length)
+                    throw new IllegalStateException("parse string: length mismatch, expected "
+                            + (len.value + len.length) + " but get " + length);
+                return hashBytes(bytes, offset + len.length, length - len.length);
+            }
+
+            public int hashBytes(byte[] bytes, int offset, int length) {
+                int value = 1;
+                int end = offset + length;
+                for (int i = offset; i < end; i++)
+                    value = value * 31 + (int) bytes[i];
+                return value;
+            }
+        };
+    }
+
+}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/MurmurHash3BinaryHashFunctionFamily.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/MurmurHash3BinaryHashFunctionFamily.java
similarity index 100%
rename from hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/MurmurHash3BinaryHashFunctionFamily.java
rename to hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/MurmurHash3BinaryHashFunctionFamily.java
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleAscNormalizedKeyComputerFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleAscNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..6ac012f
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleAscNormalizedKeyComputerFactory.java
@@ -0,0 +1,24 @@
+package edu.uci.ics.hivesterix.runtime.factory.normalize;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+
+public class HiveDoubleAscNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+
+        return new INormalizedKeyComputer() {
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                int header = LazyUtils.byteArrayToInt(bytes, start);
+                long unsignedValue = (long) header;
+                return (int) ((unsignedValue - ((long) Integer.MIN_VALUE)) & 0xffffffffL);
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleDescNormalizedKeyComputerFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleDescNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..3044109
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleDescNormalizedKeyComputerFactory.java
@@ -0,0 +1,24 @@
+package edu.uci.ics.hivesterix.runtime.factory.normalize;
+
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+
+public class HiveDoubleDescNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final INormalizedKeyComputerFactory ascNormalizedKeyComputerFactory = new HiveDoubleAscNormalizedKeyComputerFactory();
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+        return new INormalizedKeyComputer() {
+            private INormalizedKeyComputer nmkComputer = ascNormalizedKeyComputerFactory.createNormalizedKeyComputer();
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                int nk = nmkComputer.normalize(bytes, start, length);
+                return (int) ((long) Integer.MAX_VALUE - (long) (nk - Integer.MIN_VALUE));
+            }
+
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerAscNormalizedKeyComputerFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerAscNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..a1d4d48
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerAscNormalizedKeyComputerFactory.java
@@ -0,0 +1,29 @@
+package edu.uci.ics.hivesterix.runtime.factory.normalize;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+
+public class HiveIntegerAscNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+
+        return new INormalizedKeyComputer() {
+            private VInt vint = new VInt();
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                LazyUtils.readVInt(bytes, start, vint);
+                if (vint.length != length)
+                    throw new IllegalArgumentException("length mismatch in int comparator function actual: "
+                            + vint.length + " expected " + length);
+                long unsignedValue = (long) vint.value;
+                return (int) ((unsignedValue - ((long) Integer.MIN_VALUE)) & 0xffffffffL);
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerDescNormalizedKeyComputerFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerDescNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..b8a30a8
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerDescNormalizedKeyComputerFactory.java
@@ -0,0 +1,29 @@
+package edu.uci.ics.hivesterix.runtime.factory.normalize;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+
+public class HiveIntegerDescNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+
+        return new INormalizedKeyComputer() {
+            private VInt vint = new VInt();
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                LazyUtils.readVInt(bytes, start, vint);
+                if (vint.length != length)
+                    throw new IllegalArgumentException("length mismatch in int comparator function actual: "
+                            + vint.length + " expected " + length);
+                long unsignedValue = (long) vint.value;
+                return (int) ((long) 0xffffffff - unsignedValue);
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongAscNormalizedKeyComputerFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongAscNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..a893d19
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongAscNormalizedKeyComputerFactory.java
@@ -0,0 +1,63 @@
+package edu.uci.ics.hivesterix.runtime.factory.normalize;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+
+public class HiveLongAscNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+
+        return new INormalizedKeyComputer() {
+            private static final int POSTIVE_LONG_MASK = (3 << 30);
+            private static final int NON_NEGATIVE_INT_MASK = (2 << 30);
+            private static final int NEGATIVE_LONG_MASK = (0 << 30);
+            private VLong vlong = new VLong();
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                LazyUtils.readVLong(bytes, start, vlong);
+                if (vlong.length != length)
+                    throw new IllegalArgumentException("length mismatch in int comparator function actual: "
+                            + vlong.length + " expected " + length);
+                long value = (long) vlong.value;
+                int highValue = (int) (value >> 32);
+                if (highValue > 0) {
+                    /**
+                     * larger than Integer.MAX
+                     */
+                    int highNmk = getKey(highValue);
+                    highNmk >>= 2;
+                    highNmk |= POSTIVE_LONG_MASK;
+                    return highNmk;
+                } else if (highValue == 0) {
+                    /**
+                     * smaller than Integer.MAX but >=0
+                     */
+                    int lowNmk = (int) value;
+                    lowNmk >>= 2;
+                    lowNmk |= NON_NEGATIVE_INT_MASK;
+                    return lowNmk;
+                } else {
+                    /**
+                     * less than 0; TODO: have not optimized for that
+                     */
+                    int highNmk = getKey(highValue);
+                    highNmk >>= 2;
+                    highNmk |= NEGATIVE_LONG_MASK;
+                    return highNmk;
+                }
+            }
+
+            private int getKey(int value) {
+                long unsignedFirstValue = (long) value;
+                int nmk = (int) ((unsignedFirstValue - ((long) Integer.MIN_VALUE)) & 0xffffffffL);
+                return nmk;
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongDescNormalizedKeyComputerFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongDescNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..cc5661b
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongDescNormalizedKeyComputerFactory.java
@@ -0,0 +1,25 @@
+package edu.uci.ics.hivesterix.runtime.factory.normalize;
+
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+
+public class HiveLongDescNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final INormalizedKeyComputerFactory ascNormalizedKeyComputerFactory = new HiveIntegerAscNormalizedKeyComputerFactory();
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+        return new INormalizedKeyComputer() {
+            private INormalizedKeyComputer nmkComputer = ascNormalizedKeyComputerFactory.createNormalizedKeyComputer();
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                int nk = nmkComputer.normalize(bytes, start, length);
+                return (int) ((long) Integer.MAX_VALUE - (long) (nk - Integer.MIN_VALUE));
+            }
+
+        };
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringAscNormalizedKeyComputerFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringAscNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..d0429d6
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringAscNormalizedKeyComputerFactory.java
@@ -0,0 +1,40 @@
+package edu.uci.ics.hivesterix.runtime.factory.normalize;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+
+public class HiveStringAscNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+
+        return new INormalizedKeyComputer() {
+            private VInt len = new VInt();
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                LazyUtils.readVInt(bytes, start, len);
+
+                if (len.value + len.length != length)
+                    throw new IllegalStateException("parse string: length mismatch, expected "
+                            + (len.value + len.length) + " but get " + length);
+                int nk = 0;
+                int offset = start + len.length;
+                for (int i = 0; i < 2; ++i) {
+                    nk <<= 16;
+                    if (i < len.value) {
+                        char character = UTF8StringPointable.charAt(bytes, offset);
+                        nk += ((int) character) & 0xffff;
+                        offset += UTF8StringPointable.charSize(bytes, offset);
+                    }
+                }
+                return nk;
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringDescNormalizedKeyComputerFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringDescNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..15b2d27
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringDescNormalizedKeyComputerFactory.java
@@ -0,0 +1,37 @@
+package edu.uci.ics.hivesterix.runtime.factory.normalize;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+
+public class HiveStringDescNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+        return new INormalizedKeyComputer() {
+            private VInt len = new VInt();
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                LazyUtils.readVInt(bytes, start, len);
+                if (len.value + len.length != length)
+                    throw new IllegalStateException("parse string: length mismatch, expected "
+                            + (len.value + len.length) + " but get " + length);
+                int nk = 0;
+                int offset = start + len.length;
+                for (int i = 0; i < 2; ++i) {
+                    nk <<= 16;
+                    if (i < len.value) {
+                        nk += ((int) UTF8StringPointable.charAt(bytes, offset)) & 0xffff;
+                        offset += UTF8StringPointable.charSize(bytes, offset);
+                    }
+                }
+                return (int) ((long) 0xffffffff - (long) nk);
+            }
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/nullwriter/HiveNullWriterFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/nullwriter/HiveNullWriterFactory.java
new file mode 100644
index 0000000..590bd61
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/factory/nullwriter/HiveNullWriterFactory.java
@@ -0,0 +1,28 @@
+package edu.uci.ics.hivesterix.runtime.factory.nullwriter;
+
+import java.io.DataOutput;
+
+import edu.uci.ics.hyracks.api.dataflow.value.INullWriter;
+import edu.uci.ics.hyracks.api.dataflow.value.INullWriterFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public class HiveNullWriterFactory implements INullWriterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static HiveNullWriterFactory INSTANCE = new HiveNullWriterFactory();
+
+    @Override
+    public INullWriter createNullWriter() {
+        return new HiveNullWriter();
+    }
+}
+
+class HiveNullWriter implements INullWriter {
+
+    @Override
+    public void writeNull(DataOutput out) throws HyracksDataException {
+        // do nothing
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspector.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspector.java
new file mode 100644
index 0000000..677e20e
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspector.java
@@ -0,0 +1,19 @@
+package edu.uci.ics.hivesterix.runtime.inspector;
+
+import edu.uci.ics.hyracks.algebricks.data.IBinaryBooleanInspector;
+
+public class HiveBinaryBooleanInspector implements IBinaryBooleanInspector {
+
+    HiveBinaryBooleanInspector() {
+    }
+
+    @Override
+    public boolean getBooleanValue(byte[] bytes, int offset, int length) {
+        if (length == 0)
+            return false;
+        if (length != 1)
+            throw new IllegalStateException("boolean field error: with length " + length);
+        return bytes[0] == 1;
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspectorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspectorFactory.java
new file mode 100644
index 0000000..22a6065
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspectorFactory.java
@@ -0,0 +1,20 @@
+package edu.uci.ics.hivesterix.runtime.inspector;
+
+import edu.uci.ics.hyracks.algebricks.data.IBinaryBooleanInspector;
+import edu.uci.ics.hyracks.algebricks.data.IBinaryBooleanInspectorFactory;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+
+public class HiveBinaryBooleanInspectorFactory implements IBinaryBooleanInspectorFactory {
+    private static final long serialVersionUID = 1L;
+    public static HiveBinaryBooleanInspectorFactory INSTANCE = new HiveBinaryBooleanInspectorFactory();
+
+    private HiveBinaryBooleanInspectorFactory() {
+
+    }
+
+    @Override
+    public IBinaryBooleanInspector createBinaryBooleanInspector(IHyracksTaskContext arg0) {
+        return new HiveBinaryBooleanInspector();
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspector.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspector.java
new file mode 100644
index 0000000..555afee
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspector.java
@@ -0,0 +1,22 @@
+package edu.uci.ics.hivesterix.runtime.inspector;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hyracks.algebricks.data.IBinaryIntegerInspector;
+
+public class HiveBinaryIntegerInspector implements IBinaryIntegerInspector {
+    private VInt value = new VInt();
+
+    HiveBinaryIntegerInspector() {
+    }
+
+    @Override
+    public int getIntegerValue(byte[] bytes, int offset, int length) {
+        LazyUtils.readVInt(bytes, offset, value);
+        if (value.length != length)
+            throw new IllegalArgumentException("length mismatch in int hash function actual: " + length + " expected "
+                    + value.length);
+        return value.value;
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspectorFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspectorFactory.java
new file mode 100644
index 0000000..bb93a60
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspectorFactory.java
@@ -0,0 +1,20 @@
+package edu.uci.ics.hivesterix.runtime.inspector;
+
+import edu.uci.ics.hyracks.algebricks.data.IBinaryIntegerInspector;
+import edu.uci.ics.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+
+public class HiveBinaryIntegerInspectorFactory implements IBinaryIntegerInspectorFactory {
+    private static final long serialVersionUID = 1L;
+    public static HiveBinaryIntegerInspectorFactory INSTANCE = new HiveBinaryIntegerInspectorFactory();
+
+    private HiveBinaryIntegerInspectorFactory() {
+
+    }
+
+    @Override
+    public IBinaryIntegerInspector createBinaryIntegerInspector(IHyracksTaskContext arg0) {
+        return new HiveBinaryIntegerInspector();
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveConnectorPolicyAssignmentPolicy.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveConnectorPolicyAssignmentPolicy.java
new file mode 100644
index 0000000..cfceb26
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveConnectorPolicyAssignmentPolicy.java
@@ -0,0 +1,68 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import edu.uci.ics.hyracks.api.dataflow.IConnectorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import edu.uci.ics.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
+import edu.uci.ics.hyracks.api.dataflow.connectors.PipeliningConnectorPolicy;
+import edu.uci.ics.hyracks.api.dataflow.connectors.SendSideMaterializedBlockingConnectorPolicy;
+import edu.uci.ics.hyracks.api.dataflow.connectors.SendSideMaterializedPipeliningConnectorPolicy;
+import edu.uci.ics.hyracks.api.dataflow.connectors.SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy;
+import edu.uci.ics.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+
+public class HiveConnectorPolicyAssignmentPolicy implements IConnectorPolicyAssignmentPolicy {
+    public enum Policy {
+        PIPELINING,
+        SEND_SIDE_MAT_PIPELINING,
+        SEND_SIDE_MAT_BLOCKING,
+        SEND_SIDE_MAT_RECEIVE_SIDE_MAT_BLOCKING;
+    };
+
+    private static final long serialVersionUID = 1L;
+
+    private final IConnectorPolicy pipeliningPolicy = new PipeliningConnectorPolicy();
+    private final IConnectorPolicy sendSideMatPipeliningPolicy = new SendSideMaterializedPipeliningConnectorPolicy();
+    private final IConnectorPolicy sendSideMatBlockingPolicy = new SendSideMaterializedBlockingConnectorPolicy();
+    private final IConnectorPolicy sendSideMatReceiveSideMatBlockingPolicy = new SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy();
+    private final Policy policy;
+
+    public HiveConnectorPolicyAssignmentPolicy(Policy policy) {
+        this.policy = policy;
+    }
+
+    @Override
+    public IConnectorPolicy getConnectorPolicyAssignment(IConnectorDescriptor c, int nProducers, int nConsumers,
+            int[] fanouts) {
+        if (c instanceof MToNPartitioningMergingConnectorDescriptor) {
+            // avoid deadlocks
+            switch (policy) {
+                case PIPELINING:
+                case SEND_SIDE_MAT_PIPELINING:
+                    return sendSideMatPipeliningPolicy;
+                case SEND_SIDE_MAT_BLOCKING:
+                    return sendSideMatBlockingPolicy;
+                case SEND_SIDE_MAT_RECEIVE_SIDE_MAT_BLOCKING:
+                    return sendSideMatReceiveSideMatBlockingPolicy;
+                default:
+                    return sendSideMatPipeliningPolicy;
+            }
+        } else if (c instanceof MToNPartitioningConnectorDescriptor) {
+            // support different repartitioning policies
+            switch (policy) {
+                case PIPELINING:
+                    return pipeliningPolicy;
+                case SEND_SIDE_MAT_PIPELINING:
+                    return sendSideMatPipeliningPolicy;
+                case SEND_SIDE_MAT_BLOCKING:
+                    return sendSideMatBlockingPolicy;
+                case SEND_SIDE_MAT_RECEIVE_SIDE_MAT_BLOCKING:
+                    return sendSideMatReceiveSideMatBlockingPolicy;
+                default:
+                    return pipeliningPolicy;
+            }
+        } else {
+            // pipelining for other connectors
+            return pipeliningPolicy;
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSink.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSink.java
new file mode 100644
index 0000000..ccc2e6c
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSink.java
@@ -0,0 +1,32 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.RandomPartitioningProperty;
+
+public class HiveDataSink implements IDataSink {
+
+    private Object[] schema;
+
+    private Object fsOperator;
+
+    public HiveDataSink(Object sink, Object[] sourceSchema) {
+        schema = sourceSchema;
+        fsOperator = sink;
+    }
+
+    @Override
+    public Object getId() {
+        return fsOperator;
+    }
+
+    @Override
+    public Object[] getSchemaTypes() {
+        return schema;
+    }
+
+    public IPartitioningProperty getPartitioningProperty() {
+        return new RandomPartitioningProperty(new HiveDomain());
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSource.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSource.java
new file mode 100644
index 0000000..67b743b
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSource.java
@@ -0,0 +1,47 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import java.util.List;
+
+import org.apache.hadoop.hive.ql.plan.PartitionDesc;
+
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSourcePropertiesProvider;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+
+public class HiveDataSource<P> implements IDataSource<P> {
+
+    private P source;
+
+    private Object[] schema;
+
+    public HiveDataSource(P dataSource, Object[] sourceSchema) {
+        source = dataSource;
+        schema = sourceSchema;
+    }
+
+    @Override
+    public P getId() {
+        return source;
+    }
+
+    @Override
+    public Object[] getSchemaTypes() {
+        return schema;
+    }
+
+    @Override
+    public void computeFDs(List<LogicalVariable> scanVariables, List<FunctionalDependency> fdList) {
+    }
+
+    @Override
+    public IDataSourcePropertiesProvider getPropertiesProvider() {
+        return new HiveDataSourcePartitioningProvider();
+    }
+
+    @Override
+    public String toString() {
+        PartitionDesc desc = (PartitionDesc) source;
+        return desc.getTableName();
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSourcePartitioningProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSourcePartitioningProvider.java
new file mode 100644
index 0000000..bb9c4ce
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSourcePartitioningProvider.java
@@ -0,0 +1,23 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSourcePropertiesProvider;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.RandomPartitioningProperty;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+
+public class HiveDataSourcePartitioningProvider implements IDataSourcePropertiesProvider {
+
+    @Override
+    public IPhysicalPropertiesVector computePropertiesVector(List<LogicalVariable> scanVariables) {
+        IPartitioningProperty property = new RandomPartitioningProperty(new HiveDomain());
+        IPhysicalPropertiesVector vector = new StructuralPropertiesVector(property,
+                new LinkedList<ILocalStructuralProperty>());
+        return vector;
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDomain.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDomain.java
new file mode 100644
index 0000000..8b1d3b5
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDomain.java
@@ -0,0 +1,17 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.INodeDomain;
+
+public class HiveDomain implements INodeDomain {
+
+    @Override
+    public boolean sameAs(INodeDomain domain) {
+        return true;
+    }
+
+    @Override
+    public Integer cardinality() {
+        return 0;
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveMetaDataProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveMetaDataProvider.java
new file mode 100644
index 0000000..d7a1d7c
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveMetaDataProvider.java
@@ -0,0 +1,136 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import java.util.HashMap;
+import java.util.List;
+
+import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.plan.PartitionDesc;
+
+import edu.uci.ics.hivesterix.logical.expression.HiveFunctionInfo;
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import edu.uci.ics.hyracks.algebricks.data.IPrinterFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+
+@SuppressWarnings("rawtypes")
+public class HiveMetaDataProvider<S, T> implements IMetadataProvider<S, T> {
+
+    private Operator fileSink;
+    private Schema outputSchema;
+    private HashMap<S, IDataSource<S>> dataSourceMap;
+
+    public HiveMetaDataProvider(Operator fsOp, Schema oi, HashMap<S, IDataSource<S>> map) {
+        fileSink = fsOp;
+        outputSchema = oi;
+        dataSourceMap = map;
+    }
+
+    @Override
+    public IDataSourceIndex<T, S> findDataSourceIndex(T indexId, S dataSourceId) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public IDataSource<S> findDataSource(S id) throws AlgebricksException {
+        return dataSourceMap.get(id);
+    }
+
+    @Override
+    public boolean scannerOperatorIsLeaf(IDataSource<S> dataSource) {
+        return true;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getScannerRuntime(IDataSource<S> dataSource,
+            List<LogicalVariable> scanVariables, List<LogicalVariable> projectVariables, boolean projectPushed,
+            IOperatorSchema opSchema, IVariableTypeEnvironment typeEnv, JobGenContext context,
+            JobSpecification jobSpec, Object implConfig) throws AlgebricksException {
+
+        S desc = dataSource.getId();
+        HiveScanRuntimeGenerator generator = new HiveScanRuntimeGenerator((PartitionDesc) desc);
+        return generator.getRuntimeOperatorAndConstraint(dataSource, scanVariables, projectVariables, projectPushed,
+                context, jobSpec);
+    }
+
+    @Override
+    public Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> getWriteFileRuntime(IDataSink sink,
+            int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc) {
+
+        HiveWriteRuntimeGenerator generator = new HiveWriteRuntimeGenerator((FileSinkOperator) fileSink, outputSchema);
+        return generator.getWriterRuntime(inputDesc);
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertRuntime(IDataSource<S> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getDeleteRuntime(IDataSource<S> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, RecordDescriptor recordDesc, JobGenContext context, JobSpecification jobSpec)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getResultHandleRuntime(IDataSink sink,
+            int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc, boolean ordered,
+            JobSpecification spec) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getWriteResultRuntime(IDataSource<S> arg0,
+            IOperatorSchema arg1, List<LogicalVariable> arg2, LogicalVariable arg3, JobGenContext arg4,
+            JobSpecification arg5) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public IFunctionInfo lookupFunction(FunctionIdentifier arg0) {
+        return new HiveFunctionInfo(arg0, null);
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexInsertRuntime(
+            IDataSourceIndex<T, S> dataSource, IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
+            IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
+            ILogicalExpression filterExpr, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexDeleteRuntime(
+            IDataSourceIndex<T, S> dataSource, IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
+            IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
+            ILogicalExpression filterExpr, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveOperatorSchema.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveOperatorSchema.java
new file mode 100644
index 0000000..cdb0e95
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveOperatorSchema.java
@@ -0,0 +1,84 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+
+public class HiveOperatorSchema implements IOperatorSchema {
+
+    private final Map<LogicalVariable, Integer> varMap;
+
+    private final List<LogicalVariable> varList;
+
+    public HiveOperatorSchema() {
+        varMap = new HashMap<LogicalVariable, Integer>();
+        varList = new ArrayList<LogicalVariable>();
+    }
+
+    @Override
+    public void addAllVariables(IOperatorSchema source) {
+        for (LogicalVariable v : source) {
+            varMap.put(v, varList.size());
+            varList.add(v);
+        }
+    }
+
+    @Override
+    public void addAllNewVariables(IOperatorSchema source) {
+        for (LogicalVariable v : source) {
+            if (varMap.get(v) == null) {
+                varMap.put(v, varList.size());
+                varList.add(v);
+            }
+        }
+    }
+
+    @Override
+    public int addVariable(LogicalVariable var) {
+        int idx = varList.size();
+        varMap.put(var, idx);
+        varList.add(var);
+        return idx;
+    }
+
+    @Override
+    public void clear() {
+        varMap.clear();
+        varList.clear();
+    }
+
+    @Override
+    public int findVariable(LogicalVariable var) {
+        Integer i = varMap.get(var);
+        if (i == null) {
+            return -1;
+        }
+        return i;
+    }
+
+    @Override
+    public int getSize() {
+        return varList.size();
+    }
+
+    @Override
+    public LogicalVariable getVariable(int index) {
+        return varList.get(index);
+    }
+
+    @Override
+    public Iterator<LogicalVariable> iterator() {
+        return varList.iterator();
+    }
+
+    @Override
+    public String toString() {
+        return varMap.toString();
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveScanRuntimeGenerator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveScanRuntimeGenerator.java
new file mode 100644
index 0000000..5e4e21e
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveScanRuntimeGenerator.java
@@ -0,0 +1,117 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import java.util.List;
+import java.util.Map;
+import java.util.Properties;
+
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hive.ql.plan.PartitionDesc;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.runtime.operator.filescan.HiveKeyValueParserFactory;
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import edu.uci.ics.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.api.topology.ClusterTopology;
+import edu.uci.ics.hyracks.hdfs.dataflow.HDFSReadOperatorDescriptor;
+import edu.uci.ics.hyracks.hdfs.scheduler.Scheduler;
+
+@SuppressWarnings({ "rawtypes", "deprecation" })
+public class HiveScanRuntimeGenerator {
+
+    private PartitionDesc fileDesc;
+
+    private transient Path filePath;
+
+    private String filePathName;
+
+    private Properties properties;
+
+    public HiveScanRuntimeGenerator(PartitionDesc path) {
+        fileDesc = path;
+        properties = fileDesc.getProperties();
+
+        String inputPath = (String) properties.getProperty("location");
+
+        if (inputPath.startsWith("file:")) {
+            // Windows
+            String[] strs = inputPath.split(":");
+            filePathName = strs[strs.length - 1];
+        } else {
+            // Linux
+            filePathName = inputPath;
+        }
+
+        filePath = new Path(filePathName);
+    }
+
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getRuntimeOperatorAndConstraint(
+            IDataSource dataSource, List<LogicalVariable> scanVariables, List<LogicalVariable> projectVariables,
+            boolean projectPushed, JobGenContext context, JobSpecification jobSpec) throws AlgebricksException {
+        try {
+            // get the correct delimiter from Hive metastore or other data
+            // structures
+            IOperatorSchema propagatedSchema = new HiveOperatorSchema();
+
+            List<LogicalVariable> outputVariables = projectPushed ? projectVariables : scanVariables;
+            for (LogicalVariable var : outputVariables)
+                propagatedSchema.addVariable(var);
+
+            int[] outputColumnsOffset = new int[scanVariables.size()];
+            int i = 0;
+            for (LogicalVariable var : scanVariables)
+                if (outputVariables.contains(var)) {
+                    int offset = outputVariables.indexOf(var);
+                    outputColumnsOffset[i++] = offset;
+                } else
+                    outputColumnsOffset[i++] = -1;
+
+            Object[] schemaTypes = dataSource.getSchemaTypes();
+            // get record descriptor
+            RecordDescriptor recDescriptor = mkRecordDescriptor(propagatedSchema, schemaTypes, context);
+
+            // setup the run time operator and constraints
+            JobConf conf = ConfUtil.getJobConf(fileDesc.getInputFileFormatClass(), filePath);
+            String[] locConstraints = ConfUtil.getNCs();
+            Map<String, NodeControllerInfo> ncNameToNcInfos = ConfUtil.getNodeControllerInfo();
+            ClusterTopology topology = ConfUtil.getClusterTopology();
+            Scheduler scheduler = new Scheduler(ncNameToNcInfos, topology);
+            InputSplit[] splits = conf.getInputFormat().getSplits(conf, locConstraints.length);
+            String[] schedule = scheduler.getLocationConstraints(splits);
+            IOperatorDescriptor scanner = new HDFSReadOperatorDescriptor(jobSpec, recDescriptor, conf, splits,
+                    schedule, new HiveKeyValueParserFactory(fileDesc, conf, outputColumnsOffset));
+
+            return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(scanner,
+                    new AlgebricksAbsolutePartitionConstraint(locConstraints));
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    private static RecordDescriptor mkRecordDescriptor(IOperatorSchema opSchema, Object[] types, JobGenContext context)
+            throws AlgebricksException {
+        ISerializerDeserializer[] fields = new ISerializerDeserializer[opSchema.getSize()];
+        ISerializerDeserializerProvider sdp = context.getSerializerDeserializerProvider();
+        int size = opSchema.getSize();
+        for (int i = 0; i < size; i++) {
+            Object t = types[i];
+            fields[i] = sdp.getSerializerDeserializer(t);
+            i++;
+        }
+        return new RecordDescriptor(fields);
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveWriteRuntimeGenerator.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveWriteRuntimeGenerator.java
new file mode 100644
index 0000000..7a577e8
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveWriteRuntimeGenerator.java
@@ -0,0 +1,37 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
+import org.apache.hadoop.mapred.JobConf;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.runtime.operator.filewrite.HivePushRuntimeFactory;
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+
+@SuppressWarnings("deprecation")
+public class HiveWriteRuntimeGenerator {
+    private FileSinkOperator fileSink;
+
+    private Schema inputSchema;
+
+    public HiveWriteRuntimeGenerator(FileSinkOperator fsOp, Schema oi) {
+        fileSink = fsOp;
+        inputSchema = oi;
+    }
+
+    /**
+     * get the write runtime
+     * 
+     * @param inputDesc
+     * @return
+     */
+    public Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> getWriterRuntime(RecordDescriptor inputDesc) {
+        JobConf conf = ConfUtil.getJobConf();
+        IPushRuntimeFactory factory = new HivePushRuntimeFactory(inputDesc, conf, fileSink, inputSchema);
+        Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> pair = new Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint>(
+                factory, null);
+        return pair;
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/Schema.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/Schema.java
new file mode 100644
index 0000000..927c709
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/Schema.java
@@ -0,0 +1,39 @@
+package edu.uci.ics.hivesterix.runtime.jobgen;
+
+import java.io.Serializable;
+import java.util.List;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+
+public class Schema implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    private List<String> fieldNames;
+
+    private List<TypeInfo> fieldTypes;
+
+    public Schema(List<String> fieldNames, List<TypeInfo> fieldTypes) {
+        this.fieldNames = fieldNames;
+        this.fieldTypes = fieldTypes;
+    }
+
+    public ObjectInspector toObjectInspector() {
+        return LazyUtils.getLazyObjectInspector(fieldNames, fieldTypes);
+    }
+
+    public List<String> getNames() {
+        return fieldNames;
+    }
+
+    public List<TypeInfo> getTypes() {
+        return fieldTypes;
+    }
+
+    public Object[] getSchema() {
+        return fieldTypes.toArray();
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveKeyValueParser.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveKeyValueParser.java
new file mode 100644
index 0000000..472994a
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveKeyValueParser.java
@@ -0,0 +1,209 @@
+package edu.uci.ics.hivesterix.runtime.operator.filescan;
+
+import java.io.DataOutput;
+import java.nio.ByteBuffer;
+import java.util.List;
+import java.util.Properties;
+
+import org.apache.hadoop.hive.serde2.SerDe;
+import org.apache.hadoop.hive.serde2.lazy.objectinspector.LazySimpleStructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+import org.apache.hadoop.io.BytesWritable;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import edu.uci.ics.hivesterix.serde.parser.IHiveParser;
+import edu.uci.ics.hivesterix.serde.parser.TextToBinaryTupleParser;
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
+import edu.uci.ics.hyracks.hdfs.api.IKeyValueParser;
+
+@SuppressWarnings("deprecation")
+public class HiveKeyValueParser<K, V> implements IKeyValueParser<K, V> {
+    /**
+     * the columns to output: projection is pushed into this scan
+     */
+    private int[] outputColumnsOffset;
+
+    /**
+     * serialization/de-serialization object
+     */
+    private SerDe serDe;
+
+    /**
+     * the input row object inspector
+     */
+    private StructObjectInspector structInspector;
+
+    /**
+     * the hadoop job conf
+     */
+    private JobConf job;
+
+    /**
+     * Hyrax context to control resource allocation
+     */
+    private final IHyracksTaskContext ctx;
+
+    /**
+     * lazy serde: format flow in between operators
+     */
+    private final SerDe outputSerDe;
+
+    /**
+     * the parser from hive data to binary data
+     */
+    private IHiveParser parser;
+
+    /**
+     * the buffer for buffering output data
+     */
+    private ByteBuffer buffer;
+
+    /**
+     * the frame tuple appender
+     */
+    private FrameTupleAppender appender;
+
+    /**
+     * the array tuple builder
+     */
+    private ArrayTupleBuilder tb;
+
+    /**
+     * the field references of all fields
+     */
+    private List<? extends StructField> fieldRefs;
+
+    /**
+     * output fields
+     */
+    private Object[] outputFields;
+
+    /**
+     * output field references
+     */
+    private StructField[] outputFieldRefs;
+
+    public HiveKeyValueParser(String serDeClass, String outputSerDeClass, Properties tbl, JobConf conf,
+            final IHyracksTaskContext ctx, int[] outputColumnsOffset) throws HyracksDataException {
+        try {
+            job = conf;
+            // initialize the input serde
+            serDe = (SerDe) ReflectionUtils.newInstance(Class.forName(serDeClass), job);
+            serDe.initialize(job, tbl);
+            // initialize the output serde
+            outputSerDe = (SerDe) ReflectionUtils.newInstance(Class.forName(outputSerDeClass), job);
+            outputSerDe.initialize(job, tbl);
+            // object inspector of the row
+            structInspector = (StructObjectInspector) serDe.getObjectInspector();
+            // hyracks context
+            this.ctx = ctx;
+            this.outputColumnsOffset = outputColumnsOffset;
+
+            if (structInspector instanceof LazySimpleStructObjectInspector) {
+                LazySimpleStructObjectInspector rowInspector = (LazySimpleStructObjectInspector) structInspector;
+                List<? extends StructField> fieldRefs = rowInspector.getAllStructFieldRefs();
+                boolean lightWeightParsable = true;
+                for (StructField fieldRef : fieldRefs) {
+                    Category category = fieldRef.getFieldObjectInspector().getCategory();
+                    if (!(category == Category.PRIMITIVE)) {
+                        lightWeightParsable = false;
+                        break;
+                    }
+                }
+                if (lightWeightParsable) {
+                    parser = new TextToBinaryTupleParser(this.outputColumnsOffset, structInspector);
+                }
+            }
+
+            fieldRefs = structInspector.getAllStructFieldRefs();
+            int size = 0;
+            for (int i = 0; i < outputColumnsOffset.length; i++) {
+                if (outputColumnsOffset[i] >= 0) {
+                    size++;
+                }
+            }
+
+            tb = new ArrayTupleBuilder(size);
+            outputFieldRefs = new StructField[size];
+            outputFields = new Object[size];
+            for (int i = 0; i < outputColumnsOffset.length; i++)
+                if (outputColumnsOffset[i] >= 0)
+                    outputFieldRefs[outputColumnsOffset[i]] = fieldRefs.get(i);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void open(IFrameWriter writer) throws HyracksDataException {
+        buffer = ctx.allocateFrame();
+        appender = new FrameTupleAppender(ctx.getFrameSize());
+        appender.reset(buffer, true);
+    }
+
+    @Override
+    public void parse(K key, V value, IFrameWriter writer) throws HyracksDataException {
+        try {
+            tb.reset();
+            if (parser != null) {
+                Text text = (Text) value;
+                parser.parse(text.getBytes(), 0, text.getLength(), tb);
+            } else {
+                Object row = serDe.deserialize((Writable) value);
+                /**
+                 * write fields to the tuple builder one by one
+                 */
+                int i = 0;
+                for (StructField fieldRef : fieldRefs) {
+                    if (outputColumnsOffset[i] >= 0)
+                        outputFields[outputColumnsOffset[i]] = structInspector.getStructFieldData(row, fieldRef);
+                    i++;
+                }
+                i = 0;
+                DataOutput dos = tb.getDataOutput();
+                for (Object field : outputFields) {
+                    BytesWritable fieldWritable = (BytesWritable) outputSerDe.serialize(field,
+                            outputFieldRefs[i].getFieldObjectInspector());
+                    dos.write(fieldWritable.getBytes(), 0, fieldWritable.getSize());
+                    tb.addFieldEndOffset();
+                    i++;
+                }
+            }
+
+            /**
+             * append the tuple and flush it if necessary.
+             */
+            if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                FrameUtils.flushFrame(buffer, writer);
+                appender.reset(buffer, true);
+                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                    throw new IllegalStateException();
+                }
+            }
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void close(IFrameWriter writer) throws HyracksDataException {
+        /**
+         * flush the residual tuples
+         */
+        if (appender.getTupleCount() > 0) {
+            FrameUtils.flushFrame(buffer, writer);
+        }
+        System.gc();
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveKeyValueParserFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveKeyValueParserFactory.java
new file mode 100644
index 0000000..05903b9
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveKeyValueParserFactory.java
@@ -0,0 +1,39 @@
+package edu.uci.ics.hivesterix.runtime.operator.filescan;
+
+import java.util.Properties;
+
+import org.apache.hadoop.hive.ql.plan.PartitionDesc;
+import org.apache.hadoop.mapred.JobConf;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.hdfs.api.IKeyValueParser;
+import edu.uci.ics.hyracks.hdfs.api.IKeyValueParserFactory;
+import edu.uci.ics.hyracks.hdfs.dataflow.ConfFactory;
+
+@SuppressWarnings("deprecation")
+public class HiveKeyValueParserFactory<K, V> implements IKeyValueParserFactory<K, V> {
+    private static final long serialVersionUID = 1L;
+    private final String serDeClass;
+    private final String outputSerDeClass = LazySerDe.class.getName();;
+    private final Properties tbl;
+    private final ConfFactory confFactory;
+    private final int[] outputColumnsOffset;
+
+    public HiveKeyValueParserFactory(PartitionDesc desc, JobConf conf, int[] outputColumnsOffset)
+            throws HyracksDataException {
+        this.tbl = desc.getProperties();
+        this.serDeClass = (String) tbl.getProperty("serialization.lib");
+        this.outputColumnsOffset = outputColumnsOffset;
+        this.confFactory = new ConfFactory(conf);
+    }
+
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    @Override
+    public IKeyValueParser<K, V> createKeyValueParser(IHyracksTaskContext ctx) throws HyracksDataException {
+        return new HiveKeyValueParser(serDeClass, outputSerDeClass, tbl, confFactory.getConf(), ctx,
+                outputColumnsOffset);
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HiveFileWritePushRuntime.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HiveFileWritePushRuntime.java
new file mode 100644
index 0000000..81faf38
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HiveFileWritePushRuntime.java
@@ -0,0 +1,153 @@
+package edu.uci.ics.hivesterix.runtime.operator.filewrite;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
+import org.apache.hadoop.hive.ql.exec.OperatorFactory;
+import org.apache.hadoop.hive.ql.exec.RowSchema;
+import org.apache.hadoop.hive.ql.metadata.HiveException;
+import org.apache.hadoop.hive.ql.plan.FileSinkDesc;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.mapred.JobConf;
+
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hivesterix.serde.lazy.LazyColumnar;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyColumnarObjectInspector;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntime;
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+
+@SuppressWarnings("deprecation")
+public class HiveFileWritePushRuntime implements IPushRuntime {
+
+	/**
+	 * frame tuple accessor to access byte buffer
+	 */
+	private final FrameTupleAccessor accessor;
+
+	/**
+	 * input object inspector
+	 */
+	private final ObjectInspector inputInspector;
+
+	/**
+	 * cachedInput
+	 */
+	private final LazyColumnar cachedInput;
+
+	/**
+	 * File sink operator of Hive
+	 */
+	private final FileSinkDesc fileSink;
+
+	/**
+	 * job configuration, which contain name node and other configuration
+	 * information
+	 */
+	private JobConf conf;
+
+	/**
+	 * input object inspector
+	 */
+	private final Schema inputSchema;
+
+	/**
+	 * a copy of hive schema representation
+	 */
+	private RowSchema rowSchema;
+
+	/**
+	 * the Hive file sink operator
+	 */
+	private FileSinkOperator fsOp;
+
+	/**
+	 * cached tuple object reference
+	 */
+	private FrameTupleReference tuple = new FrameTupleReference();
+
+	/**
+	 * @param spec
+	 * @param fsProvider
+	 */
+	public HiveFileWritePushRuntime(IHyracksTaskContext context,
+			RecordDescriptor inputRecordDesc, JobConf job, FileSinkDesc fs,
+			RowSchema schema, Schema oi) {
+		fileSink = fs;
+		fileSink.setGatherStats(false);
+
+		rowSchema = schema;
+		conf = job;
+		inputSchema = oi;
+
+		accessor = new FrameTupleAccessor(context.getFrameSize(),
+				inputRecordDesc);
+		inputInspector = inputSchema.toObjectInspector();
+		cachedInput = new LazyColumnar(
+				(LazyColumnarObjectInspector) inputInspector);
+	}
+
+	@Override
+	public void open() throws HyracksDataException {
+		fsOp = (FileSinkOperator) OperatorFactory.get(fileSink, rowSchema);
+		fsOp.setChildOperators(null);
+		fsOp.setParentOperators(null);
+		conf.setClassLoader(this.getClass().getClassLoader());
+
+		ObjectInspector[] inspectors = new ObjectInspector[1];
+		inspectors[0] = inputInspector;
+		try {
+			fsOp.initialize(conf, inspectors);
+			fsOp.setExecContext(null);
+		} catch (Exception e) {
+			e.printStackTrace();
+		}
+	}
+
+	@Override
+	public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+		accessor.reset(buffer);
+		int n = accessor.getTupleCount();
+		try {
+			for (int i = 0; i < n; ++i) {
+				tuple.reset(accessor, i);
+				cachedInput.init(tuple);
+				fsOp.process(cachedInput, 0);
+			}
+		} catch (HiveException e) {
+			throw new HyracksDataException(e);
+		}
+	}
+
+	@Override
+	public void close() throws HyracksDataException {
+		try {
+			Thread.currentThread().setContextClassLoader(
+					this.getClass().getClassLoader());
+			fsOp.closeOp(false);
+		} catch (HiveException e) {
+			throw new HyracksDataException(e);
+		}
+	}
+
+	@Override
+	public void setFrameWriter(int index, IFrameWriter writer,
+			RecordDescriptor recordDesc) {
+		throw new IllegalStateException();
+	}
+
+	@Override
+	public void setInputRecordDescriptor(int index,
+			RecordDescriptor recordDescriptor) {
+	}
+
+	@Override
+	public void fail() throws HyracksDataException {
+
+	}
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HivePushRuntimeFactory.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HivePushRuntimeFactory.java
new file mode 100644
index 0000000..6c18231
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HivePushRuntimeFactory.java
@@ -0,0 +1,105 @@
+package edu.uci.ics.hivesterix.runtime.operator.filewrite;
+
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.FileOutputStream;
+import java.io.OutputStreamWriter;
+import java.io.PrintWriter;
+import java.util.UUID;
+
+import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
+import org.apache.hadoop.hive.ql.exec.RowSchema;
+import org.apache.hadoop.hive.ql.plan.FileSinkDesc;
+import org.apache.hadoop.mapred.JobConf;
+
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntime;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+
+@SuppressWarnings("deprecation")
+public class HivePushRuntimeFactory implements IPushRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final RecordDescriptor inputRecordDesc;
+    private transient JobConf conf;
+    private final FileSinkDesc fileSink;
+    private final RowSchema outSchema;
+    private final Schema schema;
+
+    /**
+     * the content of the configuration
+     */
+    private String confContent;
+
+    public HivePushRuntimeFactory(RecordDescriptor inputRecordDesc, JobConf conf, FileSinkOperator fsp, Schema sch) {
+        this.inputRecordDesc = inputRecordDesc;
+        this.conf = conf;
+        this.fileSink = fsp.getConf();
+        outSchema = fsp.getSchema();
+        this.schema = sch;
+
+        writeConfContent();
+    }
+
+    @Override
+    public String toString() {
+        return "file write";
+    }
+
+    @Override
+    public IPushRuntime createPushRuntime(IHyracksTaskContext context) throws AlgebricksException {
+        if (conf == null)
+            readConfContent();
+
+        return new HiveFileWritePushRuntime(context, inputRecordDesc, conf, fileSink, outSchema, schema);
+    }
+
+    private void readConfContent() {
+        File dir = new File("hadoop-conf-tmp");
+        if (!dir.exists()) {
+            dir.mkdir();
+        }
+
+        String fileName = "hadoop-conf-tmp/" + UUID.randomUUID() + System.currentTimeMillis() + ".xml";
+        try {
+            PrintWriter out = new PrintWriter((new OutputStreamWriter(new FileOutputStream(new File(fileName)))));
+            out.write(confContent);
+            out.close();
+            conf = new JobConf(fileName);
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+
+    private void writeConfContent() {
+        File dir = new File("hadoop-conf-tmp");
+        if (!dir.exists()) {
+            dir.mkdir();
+        }
+
+        String fileName = "hadoop-conf-tmp/" + UUID.randomUUID() + System.currentTimeMillis() + ".xml";
+        try {
+            DataOutputStream out = new DataOutputStream(new FileOutputStream(new File(fileName)));
+            conf.writeXml(out);
+            out.close();
+
+            DataInputStream in = new DataInputStream(new FileInputStream(fileName));
+            StringBuffer buffer = new StringBuffer();
+            String line;
+            while ((line = in.readLine()) != null) {
+                buffer.append(line + "\n");
+            }
+            in.close();
+            confContent = buffer.toString();
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryComparatorFactoryProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryComparatorFactoryProvider.java
new file mode 100644
index 0000000..467ec0a
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryComparatorFactoryProvider.java
@@ -0,0 +1,75 @@
+package edu.uci.ics.hivesterix.runtime.provider;
+
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveByteBinaryAscComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveByteBinaryDescComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveDoubleBinaryAscComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveDoubleBinaryDescComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveFloatBinaryAscComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveFloatBinaryDescComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveIntegerBinaryAscComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveIntegerBinaryDescComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveLongBinaryAscComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveLongBinaryDescComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveShortBinaryAscComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveShortBinaryDescComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveStringBinaryAscComparatorFactory;
+import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveStringBinaryDescComparatorFactory;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.NotImplementedException;
+import edu.uci.ics.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class HiveBinaryComparatorFactoryProvider implements IBinaryComparatorFactoryProvider {
+
+    public static final HiveBinaryComparatorFactoryProvider INSTANCE = new HiveBinaryComparatorFactoryProvider();
+
+    private HiveBinaryComparatorFactoryProvider() {
+    }
+
+    @Override
+    public IBinaryComparatorFactory getBinaryComparatorFactory(Object type, boolean ascending)
+            throws AlgebricksException {
+        if (type.equals(TypeInfoFactory.intTypeInfo)) {
+            if (ascending)
+                return HiveIntegerBinaryAscComparatorFactory.INSTANCE;
+            else
+                return HiveIntegerBinaryDescComparatorFactory.INSTANCE;
+
+        } else if (type.equals(TypeInfoFactory.longTypeInfo)) {
+            if (ascending)
+                return HiveLongBinaryAscComparatorFactory.INSTANCE;
+            else
+                return HiveLongBinaryDescComparatorFactory.INSTANCE;
+
+        } else if (type.equals(TypeInfoFactory.floatTypeInfo)) {
+            if (ascending)
+                return HiveFloatBinaryAscComparatorFactory.INSTANCE;
+            else
+                return HiveFloatBinaryDescComparatorFactory.INSTANCE;
+
+        } else if (type.equals(TypeInfoFactory.doubleTypeInfo)) {
+            if (ascending)
+                return HiveDoubleBinaryAscComparatorFactory.INSTANCE;
+            else
+                return HiveDoubleBinaryDescComparatorFactory.INSTANCE;
+        } else if (type.equals(TypeInfoFactory.shortTypeInfo)) {
+            if (ascending)
+                return HiveShortBinaryAscComparatorFactory.INSTANCE;
+            else
+                return HiveShortBinaryDescComparatorFactory.INSTANCE;
+        } else if (type.equals(TypeInfoFactory.stringTypeInfo)) {
+            if (ascending)
+                return HiveStringBinaryAscComparatorFactory.INSTANCE;
+            else
+                return HiveStringBinaryDescComparatorFactory.INSTANCE;
+        } else if (type.equals(TypeInfoFactory.byteTypeInfo) || type.equals(TypeInfoFactory.booleanTypeInfo)) {
+            if (ascending)
+                return HiveByteBinaryAscComparatorFactory.INSTANCE;
+            else
+                return HiveByteBinaryDescComparatorFactory.INSTANCE;
+        } else
+            throw new NotImplementedException();
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFactoryProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFactoryProvider.java
new file mode 100644
index 0000000..473eee1
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFactoryProvider.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hivesterix.runtime.provider;
+
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveDoubleBinaryHashFunctionFactory;
+import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveIntegerBinaryHashFunctionFactory;
+import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveLongBinaryHashFunctionFactory;
+import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveRawBinaryHashFunctionFactory;
+import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveStingBinaryHashFunctionFactory;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.data.IBinaryHashFunctionFactoryProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+
+public class HiveBinaryHashFunctionFactoryProvider implements IBinaryHashFunctionFactoryProvider {
+
+    public static final HiveBinaryHashFunctionFactoryProvider INSTANCE = new HiveBinaryHashFunctionFactoryProvider();
+
+    private HiveBinaryHashFunctionFactoryProvider() {
+    }
+
+    @Override
+    public IBinaryHashFunctionFactory getBinaryHashFunctionFactory(Object type) throws AlgebricksException {
+        if (type.equals(TypeInfoFactory.intTypeInfo)) {
+            return HiveIntegerBinaryHashFunctionFactory.INSTANCE;
+        } else if (type.equals(TypeInfoFactory.longTypeInfo)) {
+            return HiveLongBinaryHashFunctionFactory.INSTANCE;
+        } else if (type.equals(TypeInfoFactory.stringTypeInfo)) {
+            return HiveStingBinaryHashFunctionFactory.INSTANCE;
+        } else if (type.equals(TypeInfoFactory.doubleTypeInfo)) {
+            return HiveDoubleBinaryHashFunctionFactory.INSTANCE;
+        } else {
+            return HiveRawBinaryHashFunctionFactory.INSTANCE;
+        }
+    }
+}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFamilyProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFamilyProvider.java
similarity index 100%
rename from hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFamilyProvider.java
rename to hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFamilyProvider.java
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveNormalizedKeyComputerFactoryProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveNormalizedKeyComputerFactoryProvider.java
new file mode 100644
index 0000000..91bf3e5
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveNormalizedKeyComputerFactoryProvider.java
@@ -0,0 +1,51 @@
+package edu.uci.ics.hivesterix.runtime.provider;
+
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveDoubleAscNormalizedKeyComputerFactory;
+import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveDoubleDescNormalizedKeyComputerFactory;
+import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveIntegerAscNormalizedKeyComputerFactory;
+import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveIntegerDescNormalizedKeyComputerFactory;
+import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveLongAscNormalizedKeyComputerFactory;
+import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveLongDescNormalizedKeyComputerFactory;
+import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveStringAscNormalizedKeyComputerFactory;
+import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveStringDescNormalizedKeyComputerFactory;
+import edu.uci.ics.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+
+public class HiveNormalizedKeyComputerFactoryProvider implements INormalizedKeyComputerFactoryProvider {
+
+    public static final HiveNormalizedKeyComputerFactoryProvider INSTANCE = new HiveNormalizedKeyComputerFactoryProvider();
+
+    private HiveNormalizedKeyComputerFactoryProvider() {
+    }
+
+    @Override
+    public INormalizedKeyComputerFactory getNormalizedKeyComputerFactory(Object type, boolean ascending) {
+        if (ascending) {
+            if (type.equals(TypeInfoFactory.stringTypeInfo)) {
+                return new HiveStringAscNormalizedKeyComputerFactory();
+            } else if (type.equals(TypeInfoFactory.intTypeInfo)) {
+                return new HiveIntegerAscNormalizedKeyComputerFactory();
+            } else if (type.equals(TypeInfoFactory.longTypeInfo)) {
+                return new HiveLongAscNormalizedKeyComputerFactory();
+            } else if (type.equals(TypeInfoFactory.doubleTypeInfo)) {
+                return new HiveDoubleAscNormalizedKeyComputerFactory();
+            } else {
+                return null;
+            }
+        } else {
+            if (type.equals(TypeInfoFactory.stringTypeInfo)) {
+                return new HiveStringDescNormalizedKeyComputerFactory();
+            } else if (type.equals(TypeInfoFactory.intTypeInfo)) {
+                return new HiveIntegerDescNormalizedKeyComputerFactory();
+            } else if (type.equals(TypeInfoFactory.longTypeInfo)) {
+                return new HiveLongDescNormalizedKeyComputerFactory();
+            } else if (type.equals(TypeInfoFactory.doubleTypeInfo)) {
+                return new HiveDoubleDescNormalizedKeyComputerFactory();
+            } else {
+                return null;
+            }
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HivePrinterFactoryProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HivePrinterFactoryProvider.java
new file mode 100644
index 0000000..10c84d2
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HivePrinterFactoryProvider.java
@@ -0,0 +1,16 @@
+package edu.uci.ics.hivesterix.runtime.provider;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.data.IPrinterFactory;
+import edu.uci.ics.hyracks.algebricks.data.IPrinterFactoryProvider;
+
+public class HivePrinterFactoryProvider implements IPrinterFactoryProvider {
+
+    public static IPrinterFactoryProvider INSTANCE = new HivePrinterFactoryProvider();
+
+    @Override
+    public IPrinterFactory getPrinterFactory(Object type) throws AlgebricksException {
+        return null;
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveSerializerDeserializerProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveSerializerDeserializerProvider.java
new file mode 100644
index 0000000..22f81e0
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveSerializerDeserializerProvider.java
@@ -0,0 +1,21 @@
+package edu.uci.ics.hivesterix.runtime.provider;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+
+public class HiveSerializerDeserializerProvider implements ISerializerDeserializerProvider {
+
+    public static final HiveSerializerDeserializerProvider INSTANCE = new HiveSerializerDeserializerProvider();
+
+    private HiveSerializerDeserializerProvider() {
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public ISerializerDeserializer getSerializerDeserializer(Object type) throws AlgebricksException {
+        // return ARecordSerializerDeserializer.SCHEMALESS_INSTANCE;
+        return null;
+    }
+
+}
diff --git a/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveTypeTraitProvider.java b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveTypeTraitProvider.java
new file mode 100644
index 0000000..be4b149
--- /dev/null
+++ b/hivesterix/hivesterix-runtime/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveTypeTraitProvider.java
@@ -0,0 +1,33 @@
+package edu.uci.ics.hivesterix.runtime.provider;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.algebricks.data.ITypeTraitProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+
+public class HiveTypeTraitProvider implements ITypeTraitProvider, Serializable {
+    private static final long serialVersionUID = 1L;
+    public static HiveTypeTraitProvider INSTANCE = new HiveTypeTraitProvider();
+
+    private HiveTypeTraitProvider() {
+
+    }
+
+    @Override
+    public ITypeTraits getTypeTrait(Object arg0) {
+        return new ITypeTraits() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public int getFixedLength() {
+                return -1;
+            }
+
+            @Override
+            public boolean isFixedLength() {
+                return false;
+            }
+
+        };
+    }
+}
diff --git a/hivesterix/hivesterix-serde/pom.xml b/hivesterix/hivesterix-serde/pom.xml
new file mode 100644
index 0000000..b5e8fe1
--- /dev/null
+++ b/hivesterix/hivesterix-serde/pom.xml
@@ -0,0 +1,65 @@
+<?xml version="1.0"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<parent>
+		<artifactId>hivesterix</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
+
+	<artifactId>hivesterix-serde</artifactId>
+	<name>hivesterix-serde</name>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+					<encoding>UTF-8</encoding>
+					<fork>true</fork>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
+	<dependencies>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-serde</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-common</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>algebricks-compiler</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+                        <groupId>edu.uci.ics.hyracks</groupId>
+                        <artifactId>hivesterix-common</artifactId>
+                        <version>0.2.4-SNAPSHOT</version>
+                        <type>jar</type>
+                        <scope>compile</scope>
+                </dependency>
+		<dependency>
+			<groupId>junit</groupId>
+			<artifactId>junit</artifactId>
+			<version>3.8.1</version>
+			<scope>test</scope>
+		</dependency>
+	</dependencies>
+</project>
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/ByteArrayRef.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/ByteArrayRef.java
new file mode 100644
index 0000000..92415f9
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/ByteArrayRef.java
@@ -0,0 +1,41 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+/**
+ * ByteArrayRef stores a reference to a byte array.
+ * The LazyObject hierarchy uses a reference to a single ByteArrayRef, so that
+ * it's much faster to switch to the next row and release the reference to the
+ * old row (so that the system can do garbage collection if needed).
+ */
+public class ByteArrayRef {
+
+    /**
+     * Stores the actual data.
+     */
+    byte[] data;
+
+    public byte[] getData() {
+        return data;
+    }
+
+    public void setData(byte[] data) {
+        this.data = data;
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyArray.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyArray.java
new file mode 100644
index 0000000..33b20bf
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyArray.java
@@ -0,0 +1,229 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ListObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.RecordInfo;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyListObjectInspector;
+
+/**
+ * LazyArray is serialized as follows: start A b b b b b b end bytes[] ->
+ * |--------|---|---|---|---| ... |---|---|
+ * Section A is the null-bytes. Suppose the list has N elements, then there are
+ * (N+7)/8 bytes used as null-bytes. Each bit corresponds to an element and it
+ * indicates whether that element is null (0) or not null (1).
+ * After A, all b(s) represent the elements of the list. Each of them is again a
+ * LazyObject.
+ */
+
+public class LazyArray extends LazyNonPrimitive<LazyListObjectInspector> {
+
+    /**
+     * Whether the data is already parsed or not.
+     */
+    boolean parsed = false;
+    /**
+     * The length of the array. Only valid when the data is parsed.
+     */
+    int arraySize = 0;
+
+    /**
+     * The start positions and lengths of array elements. Only valid when the
+     * data is parsed.
+     */
+    int[] elementStart;
+    int[] elementLength;
+
+    /**
+     * Whether an element is initialized or not.
+     */
+    boolean[] elementInited;
+
+    /**
+     * Whether an element is null or not. Because length is 0 does not means the
+     * field is null. In particular, a 0-length string is not null.
+     */
+    boolean[] elementIsNull;
+
+    /**
+     * The elements of the array. Note that we call arrayElements[i].init(bytes,
+     * begin, length) only when that element is accessed.
+     */
+    @SuppressWarnings("rawtypes")
+    LazyObject[] arrayElements;
+
+    /**
+     * Construct a LazyArray object with the ObjectInspector.
+     * 
+     * @param oi
+     *            the oi representing the type of this LazyArray
+     */
+    protected LazyArray(LazyListObjectInspector oi) {
+        super(oi);
+    }
+
+    /**
+     * Set the row data for this LazyArray.
+     * 
+     * @see LazyObject#init(ByteArrayRef, int, int)
+     */
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        super.init(bytes, start, length);
+        parsed = false;
+    }
+
+    /**
+     * Enlarge the size of arrays storing information for the elements inside
+     * the array.
+     */
+    private void adjustArraySize(int newSize) {
+        if (elementStart == null || elementStart.length < newSize) {
+            elementStart = new int[newSize];
+            elementLength = new int[newSize];
+            elementInited = new boolean[newSize];
+            elementIsNull = new boolean[newSize];
+            arrayElements = new LazyObject[newSize];
+        }
+    }
+
+    VInt vInt = new LazyUtils.VInt();
+    RecordInfo recordInfo = new LazyUtils.RecordInfo();
+
+    /**
+     * Parse the bytes and fill elementStart, elementLength, elementInited and
+     * elementIsNull.
+     */
+    private void parse() {
+
+        // get the vlong that represents the map size
+        LazyUtils.readVInt(bytes, start, vInt);
+        arraySize = vInt.value;
+        if (0 == arraySize) {
+            parsed = true;
+            return;
+        }
+
+        // adjust arrays
+        adjustArraySize(arraySize);
+        // find out the null-bytes
+        int arryByteStart = start + vInt.length;
+        int nullByteCur = arryByteStart;
+        int nullByteEnd = arryByteStart + (arraySize + 7) / 8;
+        // the begin the real elements
+        int lastElementByteEnd = nullByteEnd;
+        // the list element object inspector
+        ObjectInspector listEleObjectInspector = ((ListObjectInspector) oi).getListElementObjectInspector();
+        // parsing elements one by one
+        for (int i = 0; i < arraySize; i++) {
+            elementIsNull[i] = true;
+            if ((bytes[nullByteCur] & (1 << (i % 8))) != 0) {
+                elementIsNull[i] = false;
+                LazyUtils.checkObjectByteInfo(listEleObjectInspector, bytes, lastElementByteEnd, recordInfo);
+                elementStart[i] = lastElementByteEnd + recordInfo.elementOffset;
+                elementLength[i] = recordInfo.elementSize;
+                lastElementByteEnd = elementStart[i] + elementLength[i];
+            }
+            // move onto the next null byte
+            if (7 == (i % 8)) {
+                nullByteCur++;
+            }
+        }
+
+        Arrays.fill(elementInited, 0, arraySize, false);
+        parsed = true;
+    }
+
+    /**
+     * Returns the actual primitive object at the index position inside the
+     * array represented by this LazyObject.
+     */
+    public Object getListElementObject(int index) {
+        if (!parsed) {
+            parse();
+        }
+        if (index < 0 || index >= arraySize) {
+            return null;
+        }
+        return uncheckedGetElement(index);
+    }
+
+    /**
+     * Get the element without checking out-of-bound index.
+     * 
+     * @param index
+     *            index to the array element
+     */
+    private Object uncheckedGetElement(int index) {
+
+        if (elementIsNull[index]) {
+            return null;
+        } else {
+            if (!elementInited[index]) {
+                elementInited[index] = true;
+                if (arrayElements[index] == null) {
+                    arrayElements[index] = LazyFactory.createLazyObject((oi).getListElementObjectInspector());
+                }
+                arrayElements[index].init(bytes, elementStart[index], elementLength[index]);
+            }
+        }
+        return arrayElements[index].getObject();
+    }
+
+    /**
+     * Returns the array size.
+     */
+    public int getListLength() {
+        if (!parsed) {
+            parse();
+        }
+        return arraySize;
+    }
+
+    /**
+     * cachedList is reused every time getList is called. Different
+     * LazyBianryArray instances cannot share the same cachedList.
+     */
+    ArrayList<Object> cachedList;
+
+    /**
+     * Returns the List of actual primitive objects. Returns null for null
+     * array.
+     */
+    public List<Object> getList() {
+        if (!parsed) {
+            parse();
+        }
+        if (cachedList == null) {
+            cachedList = new ArrayList<Object>(arraySize);
+        } else {
+            cachedList.clear();
+        }
+        for (int index = 0; index < arraySize; index++) {
+            cachedList.add(uncheckedGetElement(index));
+        }
+        return cachedList;
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyBoolean.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyBoolean.java
new file mode 100644
index 0000000..5a48525
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyBoolean.java
@@ -0,0 +1,60 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.io.BooleanWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyBooleanObjectInspector;
+
+/**
+ * LazyObject for storing a value of boolean.
+ * <p>
+ * Part of the code is adapted from Apache Harmony Project. As with the specification, this implementation relied on code laid out in <a href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's Delight, (Addison Wesley, 2002)</a> as well as <a href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
+ * </p>
+ */
+public class LazyBoolean extends LazyPrimitive<LazyBooleanObjectInspector, BooleanWritable> {
+
+    public LazyBoolean(LazyBooleanObjectInspector oi) {
+        super(oi);
+        data = new BooleanWritable();
+    }
+
+    public LazyBoolean(LazyBoolean copy) {
+        super(copy);
+        data = new BooleanWritable(copy.data.get());
+    }
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        if (length == 0) {
+            isNull = true;
+            return;
+        } else
+            isNull = false;
+
+        // a temporal hack
+        assert (1 == length);
+        byte val = bytes[start];
+        if (val == 0) {
+            data.set(false);
+        } else if (val == 1) {
+            data.set(true);
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyByte.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyByte.java
new file mode 100644
index 0000000..bf4ff04
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyByte.java
@@ -0,0 +1,54 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.io.ByteWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyByteObjectInspector;
+
+/**
+ * LazyObject for storing a value of Byte.
+ * <p>
+ * Part of the code is adapted from Apache Harmony Project. As with the specification, this implementation relied on code laid out in <a href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's Delight, (Addison Wesley, 2002)</a> as well as <a href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
+ * </p>
+ */
+public class LazyByte extends LazyPrimitive<LazyByteObjectInspector, ByteWritable> {
+
+    public LazyByte(LazyByteObjectInspector oi) {
+        super(oi);
+        data = new ByteWritable();
+    }
+
+    public LazyByte(LazyByte copy) {
+        super(copy);
+        data = new ByteWritable(copy.data.get());
+    }
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        if (length == 0) {
+            isNull = true;
+            return;
+        } else
+            isNull = false;
+
+        assert (1 == length);
+        data.set(bytes[start]);
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyColumnar.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyColumnar.java
new file mode 100644
index 0000000..d73fea7
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyColumnar.java
@@ -0,0 +1,207 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyColumnarObjectInspector;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+/**
+ * LazyObject for storing a struct. The field of a struct can be primitive or
+ * non-primitive.
+ * LazyStruct does not deal with the case of a NULL struct. That is handled by
+ * the parent LazyObject.
+ */
+@SuppressWarnings("rawtypes")
+public class LazyColumnar extends LazyNonPrimitive<LazyColumnarObjectInspector> {
+
+    /**
+     * IFrameTupleReference: the backend of the struct
+     */
+    IFrameTupleReference tuple;
+
+    /**
+     * Whether the data is already parsed or not.
+     */
+    boolean reset;
+
+    /**
+     * The fields of the struct.
+     */
+    LazyObject[] fields;
+
+    /**
+     * Whether init() has been called on the field or not.
+     */
+    boolean[] fieldVisited;
+
+    /**
+     * whether it is the first time initialization
+     */
+    boolean start = true;
+
+    /**
+     * Construct a LazyStruct object with the ObjectInspector.
+     */
+    public LazyColumnar(LazyColumnarObjectInspector oi) {
+        super(oi);
+    }
+
+    /**
+     * Set the row data for this LazyStruct.
+     * 
+     * @see LazyObject#init(ByteArrayRef, int, int)
+     */
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        super.init(bytes, start, length);
+        reset = false;
+    }
+
+    /**
+     * Parse the byte[] and fill each field.
+     */
+    private void parse() {
+
+        if (start) {
+            // initialize field array and reusable objects
+            List<? extends StructField> fieldRefs = ((StructObjectInspector) oi).getAllStructFieldRefs();
+
+            fields = new LazyObject[fieldRefs.size()];
+            for (int i = 0; i < fields.length; i++) {
+                fields[i] = LazyFactory.createLazyObject(fieldRefs.get(i).getFieldObjectInspector());
+            }
+            fieldVisited = new boolean[fields.length];
+            start = false;
+        }
+
+        Arrays.fill(fieldVisited, false);
+        reset = true;
+    }
+
+    /**
+     * Get one field out of the struct.
+     * If the field is a primitive field, return the actual object. Otherwise
+     * return the LazyObject. This is because PrimitiveObjectInspector does not
+     * have control over the object used by the user - the user simply directly
+     * use the Object instead of going through Object
+     * PrimitiveObjectInspector.get(Object).
+     * 
+     * @param fieldID
+     *            The field ID
+     * @return The field as a LazyObject
+     */
+    public Object getField(int fieldID) {
+        if (!reset) {
+            parse();
+        }
+        return uncheckedGetField(fieldID);
+    }
+
+    /**
+     * Get the field out of the row without checking parsed. This is called by
+     * both getField and getFieldsAsList.
+     * 
+     * @param fieldID
+     *            The id of the field starting from 0.
+     * @param nullSequence
+     *            The sequence representing NULL value.
+     * @return The value of the field
+     */
+    private Object uncheckedGetField(int fieldID) {
+        // get the buffer
+        byte[] buffer = tuple.getFieldData(fieldID);
+        // get the offset of the field
+        int s1 = tuple.getFieldStart(fieldID);
+        int l1 = tuple.getFieldLength(fieldID);
+
+        if (!fieldVisited[fieldID]) {
+            fieldVisited[fieldID] = true;
+            fields[fieldID].init(buffer, s1, l1);
+        }
+        // if (fields[fieldID].getObject() == null) {
+        // throw new IllegalStateException("illegal field " + fieldID);
+        // }
+        return fields[fieldID].getObject();
+    }
+
+    ArrayList<Object> cachedList;
+
+    /**
+     * Get the values of the fields as an ArrayList.
+     * 
+     * @return The values of the fields as an ArrayList.
+     */
+    public ArrayList<Object> getFieldsAsList() {
+        if (!reset) {
+            parse();
+        }
+        if (cachedList == null) {
+            cachedList = new ArrayList<Object>();
+        } else {
+            cachedList.clear();
+        }
+        for (int i = 0; i < fields.length; i++) {
+            cachedList.add(uncheckedGetField(i));
+        }
+        return cachedList;
+    }
+
+    @Override
+    public Object getObject() {
+        return this;
+    }
+
+    protected boolean getParsed() {
+        return reset;
+    }
+
+    protected void setParsed(boolean parsed) {
+        this.reset = parsed;
+    }
+
+    protected LazyObject[] getFields() {
+        return fields;
+    }
+
+    protected void setFields(LazyObject[] fields) {
+        this.fields = fields;
+    }
+
+    protected boolean[] getFieldInited() {
+        return fieldVisited;
+    }
+
+    protected void setFieldInited(boolean[] fieldInited) {
+        this.fieldVisited = fieldInited;
+    }
+
+    /**
+     * rebind a frametuplereference to the struct
+     */
+    public void init(IFrameTupleReference r) {
+        this.tuple = r;
+        reset = false;
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyDouble.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyDouble.java
new file mode 100644
index 0000000..1b2cc5a
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyDouble.java
@@ -0,0 +1,50 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.io.DoubleWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyDoubleObjectInspector;
+
+/**
+ * LazyObject for storing a value of Double.
+ */
+public class LazyDouble extends LazyPrimitive<LazyDoubleObjectInspector, DoubleWritable> {
+
+    public LazyDouble(LazyDoubleObjectInspector oi) {
+        super(oi);
+        data = new DoubleWritable();
+    }
+
+    public LazyDouble(LazyDouble copy) {
+        super(copy);
+        data = new DoubleWritable(copy.data.get());
+    }
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        if (length == 0) {
+            isNull = true;
+            return;
+        } else
+            isNull = false;
+        assert (8 == length);
+        data.set(Double.longBitsToDouble(LazyUtils.byteArrayToLong(bytes, start)));
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFactory.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFactory.java
new file mode 100644
index 0000000..7caa9ed
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFactory.java
@@ -0,0 +1,94 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory;
+
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyColumnarObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyListObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyMapObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyStructObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyBooleanObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyByteObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyDoubleObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyFloatObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyIntObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyLongObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyShortObjectInspector;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyStringObjectInspector;
+
+/**
+ * LazyFactory.
+ */
+public final class LazyFactory {
+
+    /**
+     * Create a lazy binary primitive class given the type name.
+     */
+    public static LazyPrimitive<?, ?> createLazyPrimitiveClass(PrimitiveObjectInspector oi) {
+        PrimitiveCategory p = oi.getPrimitiveCategory();
+        switch (p) {
+            case BOOLEAN:
+                return new LazyBoolean((LazyBooleanObjectInspector) oi);
+            case BYTE:
+                return new LazyByte((LazyByteObjectInspector) oi);
+            case SHORT:
+                return new LazyShort((LazyShortObjectInspector) oi);
+            case INT:
+                return new LazyInteger((LazyIntObjectInspector) oi);
+            case LONG:
+                return new LazyLong((LazyLongObjectInspector) oi);
+            case FLOAT:
+                return new LazyFloat((LazyFloatObjectInspector) oi);
+            case DOUBLE:
+                return new LazyDouble((LazyDoubleObjectInspector) oi);
+            case STRING:
+                return new LazyString((LazyStringObjectInspector) oi);
+            default:
+                throw new RuntimeException("Internal error: no LazyObject for " + p);
+        }
+    }
+
+    /**
+     * Create a hierarchical LazyObject based on the given typeInfo.
+     */
+    public static LazyObject<? extends ObjectInspector> createLazyObject(ObjectInspector oi) {
+        ObjectInspector.Category c = oi.getCategory();
+        switch (c) {
+            case PRIMITIVE:
+                return createLazyPrimitiveClass((PrimitiveObjectInspector) oi);
+            case MAP:
+                return new LazyMap((LazyMapObjectInspector) oi);
+            case LIST:
+                return new LazyArray((LazyListObjectInspector) oi);
+            case STRUCT: // check whether it is a top-level struct
+                if (oi instanceof LazyStructObjectInspector)
+                    return new LazyStruct((LazyStructObjectInspector) oi);
+                else
+                    return new LazyColumnar((LazyColumnarObjectInspector) oi);
+            default:
+                throw new RuntimeException("Hive LazySerDe Internal error.");
+        }
+    }
+
+    private LazyFactory() {
+        // prevent instantiation
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFloat.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFloat.java
new file mode 100644
index 0000000..430ac2e
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFloat.java
@@ -0,0 +1,51 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.io.FloatWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyFloatObjectInspector;
+
+/**
+ * LazyObject for storing a value of Double.
+ */
+public class LazyFloat extends LazyPrimitive<LazyFloatObjectInspector, FloatWritable> {
+
+    public LazyFloat(LazyFloatObjectInspector oi) {
+        super(oi);
+        data = new FloatWritable();
+    }
+
+    public LazyFloat(LazyFloat copy) {
+        super(copy);
+        data = new FloatWritable(copy.data.get());
+    }
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        if (length == 0) {
+            isNull = true;
+            return;
+        } else
+            isNull = false;
+
+        assert (4 == length);
+        data.set(Float.intBitsToFloat(LazyUtils.byteArrayToInt(bytes, start)));
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyInteger.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyInteger.java
new file mode 100644
index 0000000..0765c4f
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyInteger.java
@@ -0,0 +1,63 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.io.IntWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyIntObjectInspector;
+
+/**
+ * LazyObject for storing a value of Integer.
+ * <p>
+ * Part of the code is adapted from Apache Harmony Project. As with the specification, this implementation relied on code laid out in <a href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's Delight, (Addison Wesley, 2002)</a> as well as <a href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
+ * </p>
+ */
+public class LazyInteger extends LazyPrimitive<LazyIntObjectInspector, IntWritable> {
+
+    public LazyInteger(LazyIntObjectInspector oi) {
+        super(oi);
+        data = new IntWritable();
+    }
+
+    public LazyInteger(LazyInteger copy) {
+        super(copy);
+        data = new IntWritable(copy.data.get());
+    }
+
+    /**
+     * The reusable vInt for decoding the integer.
+     */
+    VInt vInt = new LazyUtils.VInt();
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        if (length == 0) {
+            isNull = true;
+            return;
+        } else
+            isNull = false;
+
+        LazyUtils.readVInt(bytes, start, vInt);
+        assert (length == vInt.length);
+        if (length != vInt.length)
+            throw new IllegalStateException("parse int: length mismatch, expected " + vInt.length + " but get "
+                    + length);
+        data.set(vInt.value);
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyLong.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyLong.java
new file mode 100644
index 0000000..e6b56c3
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyLong.java
@@ -0,0 +1,63 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.io.LongWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyLongObjectInspector;
+
+/**
+ * LazyObject for storing a value of Long.
+ * <p>
+ * Part of the code is adapted from Apache Harmony Project. As with the specification, this implementation relied on code laid out in <a href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's Delight, (Addison Wesley, 2002)</a> as well as <a href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
+ * </p>
+ */
+public class LazyLong extends LazyPrimitive<LazyLongObjectInspector, LongWritable> {
+
+    public LazyLong(LazyLongObjectInspector oi) {
+        super(oi);
+        data = new LongWritable();
+    }
+
+    public LazyLong(LazyLong copy) {
+        super(copy);
+        data = new LongWritable(copy.data.get());
+    }
+
+    /**
+     * The reusable vLong for decoding the long.
+     */
+    VLong vLong = new LazyUtils.VLong();
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        if (length == 0) {
+            isNull = true;
+            return;
+        } else
+            isNull = false;
+
+        LazyUtils.readVLong(bytes, start, vLong);
+        assert (length == vLong.length);
+        if (length != vLong.length)
+            throw new IllegalStateException("parse long: length mismatch");
+        data.set(vLong.value);
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyMap.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyMap.java
new file mode 100644
index 0000000..9c7af2e
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyMap.java
@@ -0,0 +1,327 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import java.util.Arrays;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.hive.serde2.lazy.ByteArrayRef;
+import org.apache.hadoop.hive.serde2.objectinspector.MapObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.RecordInfo;
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyMapObjectInspector;
+
+/**
+ * LazyMap is serialized as follows: start A b c b c b c end bytes[] ->
+ * |--------|---|---|---|---| ... |---|---|
+ * Section A is the null-bytes. Suppose the map has N key-value pairs, then
+ * there are (N*2+7)/8 bytes used as null-bytes. Each bit corresponds to a key
+ * or a value and it indicates whether that key or value is null (0) or not null
+ * (1).
+ * After A, all the bytes are actual serialized data of the map, which are
+ * key-value pairs. b represent the keys and c represent the values. Each of
+ * them is again a LazyObject.
+ */
+
+@SuppressWarnings("rawtypes")
+public class LazyMap extends LazyNonPrimitive<LazyMapObjectInspector> {
+
+    private static Log LOG = LogFactory.getLog(LazyMap.class.getName());
+
+    /**
+     * Whether the data is already parsed or not.
+     */
+    boolean parsed;
+
+    /**
+     * The size of the map. Only valid when the data is parsed. -1 when the map
+     * is NULL.
+     */
+    int mapSize = 0;
+
+    /**
+     * The beginning position and length of key[i] and value[i]. Only valid when
+     * the data is parsed.
+     */
+    int[] keyStart;
+    int[] keyLength;
+    int[] valueStart;
+    int[] valueLength;
+    /**
+     * Whether valueObjects[i]/keyObjects[i] is initialized or not.
+     */
+    boolean[] keyInited;
+    boolean[] valueInited;
+
+    /**
+     * Whether valueObjects[i]/keyObjects[i] is null or not This could not be
+     * inferred from the length of the object. In particular, a 0-length string
+     * is not null.
+     */
+    boolean[] keyIsNull;
+    boolean[] valueIsNull;
+
+    /**
+     * The keys are stored in an array of LazyPrimitives.
+     */
+    LazyPrimitive<?, ?>[] keyObjects;
+    /**
+     * The values are stored in an array of LazyObjects. value[index] will start
+     * from KeyEnd[index] + 1, and ends before KeyStart[index+1] - 1.
+     */
+    LazyObject[] valueObjects;
+
+    protected LazyMap(LazyMapObjectInspector oi) {
+        super(oi);
+    }
+
+    /**
+     * Set the row data for this LazyMap.
+     * 
+     * @see LazyObject#init(ByteArrayRef, int, int)
+     */
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        super.init(bytes, start, length);
+        parsed = false;
+    }
+
+    /**
+     * Adjust the size of arrays: keyStart, keyLength valueStart, valueLength
+     * keyInited, keyIsNull valueInited, valueIsNull.
+     */
+    protected void adjustArraySize(int newSize) {
+        if (keyStart == null || keyStart.length < newSize) {
+            keyStart = new int[newSize];
+            keyLength = new int[newSize];
+            valueStart = new int[newSize];
+            valueLength = new int[newSize];
+            keyInited = new boolean[newSize];
+            keyIsNull = new boolean[newSize];
+            valueInited = new boolean[newSize];
+            valueIsNull = new boolean[newSize];
+            keyObjects = new LazyPrimitive<?, ?>[newSize];
+            valueObjects = new LazyObject[newSize];
+        }
+    }
+
+    boolean nullMapKey = false;
+    VInt vInt = new LazyUtils.VInt();
+    RecordInfo recordInfo = new LazyUtils.RecordInfo();
+
+    /**
+     * Parse the byte[] and fill keyStart, keyLength, keyIsNull valueStart,
+     * valueLength and valueIsNull.
+     */
+    private void parse() {
+
+        // get the VInt that represents the map size
+        LazyUtils.readVInt(bytes, start, vInt);
+        mapSize = vInt.value;
+        if (0 == mapSize) {
+            parsed = true;
+            return;
+        }
+
+        // adjust arrays
+        adjustArraySize(mapSize);
+
+        // find out the null-bytes
+        int mapByteStart = start + vInt.length;
+        int nullByteCur = mapByteStart;
+        int nullByteEnd = mapByteStart + (mapSize * 2 + 7) / 8;
+        int lastElementByteEnd = nullByteEnd;
+
+        // parsing the keys and values one by one
+        for (int i = 0; i < mapSize; i++) {
+            // parse a key
+            keyIsNull[i] = true;
+            if ((bytes[nullByteCur] & (1 << ((i * 2) % 8))) != 0) {
+                keyIsNull[i] = false;
+                LazyUtils.checkObjectByteInfo(((MapObjectInspector) oi).getMapKeyObjectInspector(), bytes,
+                        lastElementByteEnd, recordInfo);
+                keyStart[i] = lastElementByteEnd + recordInfo.elementOffset;
+                keyLength[i] = recordInfo.elementSize;
+                lastElementByteEnd = keyStart[i] + keyLength[i];
+            } else if (!nullMapKey) {
+                nullMapKey = true;
+                LOG.warn("Null map key encountered! Ignoring similar problems.");
+            }
+
+            // parse a value
+            valueIsNull[i] = true;
+            if ((bytes[nullByteCur] & (1 << ((i * 2 + 1) % 8))) != 0) {
+                valueIsNull[i] = false;
+                LazyUtils.checkObjectByteInfo(((MapObjectInspector) oi).getMapValueObjectInspector(), bytes,
+                        lastElementByteEnd, recordInfo);
+                valueStart[i] = lastElementByteEnd + recordInfo.elementOffset;
+                valueLength[i] = recordInfo.elementSize;
+                lastElementByteEnd = valueStart[i] + valueLength[i];
+            }
+
+            // move onto the next null byte
+            if (3 == (i % 4)) {
+                nullByteCur++;
+            }
+        }
+
+        Arrays.fill(keyInited, 0, mapSize, false);
+        Arrays.fill(valueInited, 0, mapSize, false);
+        parsed = true;
+    }
+
+    /**
+     * Get the value object with the index without checking parsed.
+     * 
+     * @param index
+     *            The index into the array starting from 0
+     */
+    private LazyObject uncheckedGetValue(int index) {
+        if (valueIsNull[index]) {
+            return null;
+        }
+        if (!valueInited[index]) {
+            valueInited[index] = true;
+            if (valueObjects[index] == null) {
+                valueObjects[index] = LazyFactory.createLazyObject(((MapObjectInspector) oi)
+                        .getMapValueObjectInspector());
+            }
+            valueObjects[index].init(bytes, valueStart[index], valueLength[index]);
+        }
+        return valueObjects[index];
+    }
+
+    /**
+     * Get the value in the map for the key.
+     * If there are multiple matches (which is possible in the serialized
+     * format), only the first one is returned.
+     * The most efficient way to get the value for the key is to serialize the
+     * key and then try to find it in the array. We do linear search because in
+     * most cases, user only wants to get one or two values out of the map, and
+     * the cost of building up a HashMap is substantially higher.
+     * 
+     * @param key
+     *            The key object that we are looking for.
+     * @return The corresponding value object, or NULL if not found
+     */
+    public Object getMapValueElement(Object key) {
+        if (!parsed) {
+            parse();
+        }
+        // search for the key
+        for (int i = 0; i < mapSize; i++) {
+            LazyPrimitive<?, ?> lazyKeyI = uncheckedGetKey(i);
+            if (lazyKeyI == null) {
+                continue;
+            }
+            // getWritableObject() will convert LazyPrimitive to actual
+            // primitive
+            // writable objects.
+            Object keyI = lazyKeyI.getWritableObject();
+            if (keyI == null) {
+                continue;
+            }
+            if (keyI.equals(key)) {
+                // Got a match, return the value
+                LazyObject v = uncheckedGetValue(i);
+                return v == null ? v : v.getObject();
+            }
+        }
+        return null;
+    }
+
+    /**
+     * Get the key object with the index without checking parsed.
+     * 
+     * @param index
+     *            The index into the array starting from 0
+     */
+    private LazyPrimitive<?, ?> uncheckedGetKey(int index) {
+        if (keyIsNull[index]) {
+            return null;
+        }
+        if (!keyInited[index]) {
+            keyInited[index] = true;
+            if (keyObjects[index] == null) {
+                // Keys are always primitive
+                keyObjects[index] = LazyFactory
+                        .createLazyPrimitiveClass((PrimitiveObjectInspector) ((MapObjectInspector) oi)
+                                .getMapKeyObjectInspector());
+            }
+            keyObjects[index].init(bytes, keyStart[index], keyLength[index]);
+        }
+        return keyObjects[index];
+    }
+
+    /**
+     * cachedMap is reused for different calls to getMap(). But each LazyMap has
+     * a separate cachedMap so we won't overwrite the data by accident.
+     */
+    LinkedHashMap<Object, Object> cachedMap;
+
+    /**
+     * Return the map object representing this LazyMap. Note that the keyObjects
+     * will be Writable primitive objects.
+     * 
+     * @return the map object
+     */
+    public Map<Object, Object> getMap() {
+        if (!parsed) {
+            parse();
+        }
+        if (cachedMap == null) {
+            // Use LinkedHashMap to provide deterministic order
+            cachedMap = new LinkedHashMap<Object, Object>();
+        } else {
+            cachedMap.clear();
+        }
+
+        // go through each element of the map
+        for (int i = 0; i < mapSize; i++) {
+            LazyPrimitive<?, ?> lazyKey = uncheckedGetKey(i);
+            if (lazyKey == null) {
+                continue;
+            }
+            Object key = lazyKey.getObject();
+            // do not overwrite if there are duplicate keys
+            if (key != null && !cachedMap.containsKey(key)) {
+                LazyObject lazyValue = uncheckedGetValue(i);
+                Object value = (lazyValue == null ? null : lazyValue.getObject());
+                cachedMap.put(key, value);
+            }
+        }
+        return cachedMap;
+    }
+
+    /**
+     * Get the size of the map represented by this LazyMap.
+     * 
+     * @return The size of the map
+     */
+    public int getMapSize() {
+        if (!parsed) {
+            parse();
+        }
+        return mapSize;
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyNonPrimitive.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyNonPrimitive.java
new file mode 100644
index 0000000..f7ae1e3
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyNonPrimitive.java
@@ -0,0 +1,77 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+/**
+ * LazyPrimitive stores a primitive Object in a LazyObject.
+ */
+public abstract class LazyNonPrimitive<OI extends ObjectInspector> extends LazyObject<OI> {
+
+    protected byte[] bytes;
+    protected int start;
+    protected int length;
+
+    /**
+     * Create a LazyNonPrimitive object with the specified ObjectInspector.
+     * 
+     * @param oi
+     *            The ObjectInspector would have to have a hierarchy of
+     *            LazyObjectInspectors with the leaf nodes being
+     *            WritableObjectInspectors. It's used both for accessing the
+     *            type hierarchy of the complex object, as well as getting meta
+     *            information (separator, nullSequence, etc) when parsing the
+     *            lazy object.
+     */
+    protected LazyNonPrimitive(OI oi) {
+        super(oi);
+        bytes = null;
+        start = 0;
+        length = 0;
+    }
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        if (bytes == null) {
+            throw new RuntimeException("bytes cannot be null!");
+        }
+        this.bytes = bytes;
+        this.start = start;
+        this.length = length;
+        assert start >= 0;
+        assert start + length <= bytes.length;
+    }
+
+    @Override
+    public Object getObject() {
+        return this;
+    }
+
+    @Override
+    public int hashCode() {
+        return LazyUtils.hashBytes(bytes, start, length);
+    }
+
+    @Override
+    public void init(IFrameTupleReference tuple) {
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyObject.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyObject.java
new file mode 100644
index 0000000..dc1dc60
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyObject.java
@@ -0,0 +1,77 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+/**
+ * LazyObject stores an object in a range of bytes in a byte[].
+ * A LazyObject can represent any primitive object or hierarchical object like
+ * array, map or struct.
+ */
+public abstract class LazyObject<OI extends ObjectInspector> {
+
+    OI oi;
+
+    /**
+     * Create a LazyObject.
+     * 
+     * @param oi
+     *            Derived classes can access meta information about this Lazy
+     *            Object (e.g, separator, nullSequence, escaper) from it.
+     */
+    protected LazyObject(OI oi) {
+        this.oi = oi;
+    }
+
+    /**
+     * Set the data for this LazyObject. We take ByteArrayRef instead of byte[]
+     * so that we will be able to drop the reference to byte[] by a single
+     * assignment. The ByteArrayRef object can be reused across multiple rows.
+     * 
+     * @param bytes
+     *            The wrapper of the byte[].
+     * @param start
+     *            The start position inside the bytes.
+     * @param length
+     *            The length of the data, starting from "start"
+     * @see ByteArrayRef
+     */
+    public abstract void init(byte[] bytes, int start, int length);
+
+    public abstract void init(IFrameTupleReference tuple);
+
+    /**
+     * If the LazyObject is a primitive Object, then deserialize it and return
+     * the actual primitive Object. Otherwise (array, map, struct), return this.
+     */
+    public abstract Object getObject();
+
+    @Override
+    public abstract int hashCode();
+
+    protected OI getInspector() {
+        return oi;
+    }
+
+    protected void setInspector(OI oi) {
+        this.oi = oi;
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyPrimitive.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyPrimitive.java
new file mode 100644
index 0000000..8139c65
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyPrimitive.java
@@ -0,0 +1,69 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.io.Writable;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+/**
+ * LazyPrimitive stores a primitive Object in a LazyObject.
+ */
+public abstract class LazyPrimitive<OI extends ObjectInspector, T extends Writable> extends LazyObject<OI> {
+
+    LazyPrimitive(OI oi) {
+        super(oi);
+    }
+
+    LazyPrimitive(LazyPrimitive<OI, T> copy) {
+        super(copy.oi);
+        isNull = copy.isNull;
+    }
+
+    T data;
+    boolean isNull = false;
+
+    /**
+     * Returns the primitive object represented by this LazyObject. This is
+     * useful because it can make sure we have "null" for null objects.
+     */
+    @Override
+    public Object getObject() {
+        return isNull ? null : this;
+    }
+
+    public T getWritableObject() {
+        return isNull ? null : data;
+    }
+
+    @Override
+    public String toString() {
+        return isNull ? "null" : data.toString();
+    }
+
+    @Override
+    public int hashCode() {
+        return isNull ? 0 : data.hashCode();
+    }
+
+    @Override
+    public void init(IFrameTupleReference tuple) {
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazySerDe.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazySerDe.java
new file mode 100644
index 0000000..05b82ba
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazySerDe.java
@@ -0,0 +1,460 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+import java.util.Properties;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hive.serde.Constants;
+import org.apache.hadoop.hive.serde2.ByteStream;
+import org.apache.hadoop.hive.serde2.ByteStream.Output;
+import org.apache.hadoop.hive.serde2.SerDe;
+import org.apache.hadoop.hive.serde2.SerDeException;
+import org.apache.hadoop.hive.serde2.objectinspector.ListObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.MapObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.BooleanObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.ByteObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.IntObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.ShortObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
+import org.apache.hadoop.io.BytesWritable;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.Writable;
+
+/**
+ * The LazySerDe class combines the lazy property of LazySimpleSerDe class and
+ * the binary property of BinarySortable class. Lazy means a field is not
+ * deserialized until required. Binary means a field is serialized in binary
+ * compact format.
+ */
+public class LazySerDe implements SerDe {
+
+    public static final Log LOG = LogFactory.getLog(LazySerDe.class.getName());
+
+    public LazySerDe() {
+    }
+
+    List<String> columnNames;
+    List<TypeInfo> columnTypes;
+
+    TypeInfo rowTypeInfo;
+    ObjectInspector cachedObjectInspector;
+
+    // The object for storing row data
+    LazyColumnar cachedLazyStruct;
+
+    /**
+     * Initialize the SerDe with configuration and table information.
+     */
+    @Override
+    public void initialize(Configuration conf, Properties tbl) throws SerDeException {
+        // Get column names and types
+        String columnNameProperty = tbl.getProperty(Constants.LIST_COLUMNS);
+        String columnTypeProperty = tbl.getProperty(Constants.LIST_COLUMN_TYPES);
+        if (columnNameProperty.length() == 0) {
+            columnNames = new ArrayList<String>();
+        } else {
+            columnNames = Arrays.asList(columnNameProperty.split(","));
+        }
+        if (columnTypeProperty.length() == 0) {
+            columnTypes = new ArrayList<TypeInfo>();
+        } else {
+            columnTypes = TypeInfoUtils.getTypeInfosFromTypeString(columnTypeProperty);
+        }
+        assert (columnNames.size() == columnTypes.size());
+        // Create row related objects
+        rowTypeInfo = TypeInfoFactory.getStructTypeInfo(columnNames, columnTypes);
+        // Create the object inspector and the lazy binary struct object
+        cachedObjectInspector = LazyUtils.getLazyObjectInspectorFromTypeInfo(rowTypeInfo, true);
+        cachedLazyStruct = (LazyColumnar) LazyFactory.createLazyObject(cachedObjectInspector);
+        // output debug info
+        LOG.debug("LazySerDe initialized with: columnNames=" + columnNames + " columnTypes=" + columnTypes);
+    }
+
+    /**
+     * Returns the ObjectInspector for the row.
+     */
+    @Override
+    public ObjectInspector getObjectInspector() throws SerDeException {
+        return cachedObjectInspector;
+    }
+
+    /**
+     * Returns the Writable Class after serialization.
+     */
+    @Override
+    public Class<? extends Writable> getSerializedClass() {
+        return BytesWritable.class;
+    }
+
+    // The wrapper for byte array
+    ByteArrayRef byteArrayRef;
+
+    /**
+     * Deserialize a table record to a Lazy struct.
+     */
+    @SuppressWarnings("deprecation")
+    @Override
+    public Object deserialize(Writable field) throws SerDeException {
+        if (byteArrayRef == null) {
+            byteArrayRef = new ByteArrayRef();
+        }
+        if (field instanceof BytesWritable) {
+            BytesWritable b = (BytesWritable) field;
+            if (b.getSize() == 0) {
+                return null;
+            }
+            // For backward-compatibility with hadoop 0.17
+            byteArrayRef.setData(b.get());
+            cachedLazyStruct.init(byteArrayRef.getData(), 0, b.getSize());
+        } else if (field instanceof Text) {
+            Text t = (Text) field;
+            if (t.getLength() == 0) {
+                return null;
+            }
+            byteArrayRef.setData(t.getBytes());
+            cachedLazyStruct.init(byteArrayRef.getData(), 0, t.getLength());
+        } else {
+            throw new SerDeException(getClass().toString() + ": expects either BytesWritable or Text object!");
+        }
+        return cachedLazyStruct;
+    }
+
+    /**
+     * The reusable output buffer and serialize byte buffer.
+     */
+    BytesWritable serializeBytesWritable = new BytesWritable();
+    ByteStream.Output serializeByteStream = new ByteStream.Output();
+
+    /**
+     * Serialize an object to a byte buffer in a binary compact way.
+     */
+    @Override
+    public Writable serialize(Object obj, ObjectInspector objInspector) throws SerDeException {
+        // make sure it is a struct record or not
+        serializeByteStream.reset();
+
+        if (objInspector.getCategory() != Category.STRUCT) {
+            // serialize the primitive object
+            serialize(serializeByteStream, obj, objInspector);
+        } else {
+            // serialize the row as a struct
+            serializeStruct(serializeByteStream, obj, (StructObjectInspector) objInspector);
+        }
+        // return the serialized bytes
+        serializeBytesWritable.set(serializeByteStream.getData(), 0, serializeByteStream.getCount());
+        return serializeBytesWritable;
+    }
+
+    boolean nullMapKey = false;
+
+    /**
+     * Serialize a struct object without writing the byte size. This function is
+     * shared by both row serialization and struct serialization.
+     * 
+     * @param byteStream
+     *            the byte stream storing the serialization data
+     * @param obj
+     *            the struct object to serialize
+     * @param objInspector
+     *            the struct object inspector
+     */
+    private void serializeStruct(Output byteStream, Object obj, StructObjectInspector soi) {
+        // do nothing for null struct
+        if (null == obj) {
+            return;
+        }
+        /*
+         * Interleave serializing one null byte and 8 struct fields in each
+         * round, in order to support data deserialization with different table
+         * schemas
+         */
+        List<? extends StructField> fields = soi.getAllStructFieldRefs();
+        int size = fields.size();
+        int lasti = 0;
+        byte nullByte = 0;
+        for (int i = 0; i < size; i++) {
+            // set bit to 1 if a field is not null
+            if (null != soi.getStructFieldData(obj, fields.get(i))) {
+                nullByte |= 1 << (i % 8);
+            }
+            // write the null byte every eight elements or
+            // if this is the last element and serialize the
+            // corresponding 8 struct fields at the same time
+            if (7 == i % 8 || i == size - 1) {
+                serializeByteStream.write(nullByte);
+                for (int j = lasti; j <= i; j++) {
+                    serialize(serializeByteStream, soi.getStructFieldData(obj, fields.get(j)), fields.get(j)
+                            .getFieldObjectInspector());
+                }
+                lasti = i + 1;
+                nullByte = 0;
+            }
+        }
+    }
+
+    /**
+     * A recursive function that serialize an object to a byte buffer based on
+     * its object inspector.
+     * 
+     * @param byteStream
+     *            the byte stream storing the serialization data
+     * @param obj
+     *            the object to serialize
+     * @param objInspector
+     *            the object inspector
+     */
+    private void serialize(Output byteStream, Object obj, ObjectInspector objInspector) {
+
+        // do nothing for null object
+        if (null == obj) {
+            return;
+        }
+
+        switch (objInspector.getCategory()) {
+            case PRIMITIVE: {
+                PrimitiveObjectInspector poi = (PrimitiveObjectInspector) objInspector;
+                switch (poi.getPrimitiveCategory()) {
+                    case VOID: {
+                        return;
+                    }
+                    case BOOLEAN: {
+                        boolean v = ((BooleanObjectInspector) poi).get(obj);
+                        byteStream.write((byte) (v ? 1 : 0));
+                        return;
+                    }
+                    case BYTE: {
+                        ByteObjectInspector boi = (ByteObjectInspector) poi;
+                        byte v = boi.get(obj);
+                        byteStream.write(v);
+                        return;
+                    }
+                    case SHORT: {
+                        ShortObjectInspector spoi = (ShortObjectInspector) poi;
+                        short v = spoi.get(obj);
+                        byteStream.write((byte) (v >> 8));
+                        byteStream.write((byte) (v));
+                        return;
+                    }
+                    case INT: {
+                        IntObjectInspector ioi = (IntObjectInspector) poi;
+                        int v = ioi.get(obj);
+                        LazyUtils.writeVInt(byteStream, v);
+                        return;
+                    }
+                    case LONG: {
+                        LongObjectInspector loi = (LongObjectInspector) poi;
+                        long v = loi.get(obj);
+                        LazyUtils.writeVLong(byteStream, v);
+                        return;
+                    }
+                    case FLOAT: {
+                        FloatObjectInspector foi = (FloatObjectInspector) poi;
+                        int v = Float.floatToIntBits(foi.get(obj));
+                        byteStream.write((byte) (v >> 24));
+                        byteStream.write((byte) (v >> 16));
+                        byteStream.write((byte) (v >> 8));
+                        byteStream.write((byte) (v));
+                        return;
+                    }
+                    case DOUBLE: {
+                        DoubleObjectInspector doi = (DoubleObjectInspector) poi;
+                        long v = Double.doubleToLongBits(doi.get(obj));
+                        byteStream.write((byte) (v >> 56));
+                        byteStream.write((byte) (v >> 48));
+                        byteStream.write((byte) (v >> 40));
+                        byteStream.write((byte) (v >> 32));
+                        byteStream.write((byte) (v >> 24));
+                        byteStream.write((byte) (v >> 16));
+                        byteStream.write((byte) (v >> 8));
+                        byteStream.write((byte) (v));
+                        return;
+                    }
+                    case STRING: {
+                        StringObjectInspector soi = (StringObjectInspector) poi;
+                        Text t = soi.getPrimitiveWritableObject(obj);
+                        /* write byte size of the string which is a vint */
+                        int length = t.getLength();
+                        LazyUtils.writeVInt(byteStream, length);
+                        /* write string itself */
+                        byte[] data = t.getBytes();
+                        byteStream.write(data, 0, length);
+                        return;
+                    }
+                    default: {
+                        throw new RuntimeException("Unrecognized type: " + poi.getPrimitiveCategory());
+                    }
+                }
+            }
+            case LIST: {
+                ListObjectInspector loi = (ListObjectInspector) objInspector;
+                ObjectInspector eoi = loi.getListElementObjectInspector();
+
+                // 1/ reserve spaces for the byte size of the list
+                // which is a integer and takes four bytes
+                int byteSizeStart = byteStream.getCount();
+                byteStream.write((byte) 0);
+                byteStream.write((byte) 0);
+                byteStream.write((byte) 0);
+                byteStream.write((byte) 0);
+                int listStart = byteStream.getCount();
+
+                // 2/ write the size of the list as a VInt
+                int size = loi.getListLength(obj);
+                LazyUtils.writeVInt(byteStream, size);
+
+                // 3/ write the null bytes
+                byte nullByte = 0;
+                for (int eid = 0; eid < size; eid++) {
+                    // set the bit to 1 if an element is not null
+                    if (null != loi.getListElement(obj, eid)) {
+                        nullByte |= 1 << (eid % 8);
+                    }
+                    // store the byte every eight elements or
+                    // if this is the last element
+                    if (7 == eid % 8 || eid == size - 1) {
+                        byteStream.write(nullByte);
+                        nullByte = 0;
+                    }
+                }
+
+                // 4/ write element by element from the list
+                for (int eid = 0; eid < size; eid++) {
+                    serialize(byteStream, loi.getListElement(obj, eid), eoi);
+                }
+
+                // 5/ update the list byte size
+                int listEnd = byteStream.getCount();
+                int listSize = listEnd - listStart;
+                byte[] bytes = byteStream.getData();
+                bytes[byteSizeStart] = (byte) (listSize >> 24);
+                bytes[byteSizeStart + 1] = (byte) (listSize >> 16);
+                bytes[byteSizeStart + 2] = (byte) (listSize >> 8);
+                bytes[byteSizeStart + 3] = (byte) (listSize);
+
+                return;
+            }
+            case MAP: {
+                MapObjectInspector moi = (MapObjectInspector) objInspector;
+                ObjectInspector koi = moi.getMapKeyObjectInspector();
+                ObjectInspector voi = moi.getMapValueObjectInspector();
+                Map<?, ?> map = moi.getMap(obj);
+
+                // 1/ reserve spaces for the byte size of the map
+                // which is a integer and takes four bytes
+                int byteSizeStart = byteStream.getCount();
+                byteStream.write((byte) 0);
+                byteStream.write((byte) 0);
+                byteStream.write((byte) 0);
+                byteStream.write((byte) 0);
+                int mapStart = byteStream.getCount();
+
+                // 2/ write the size of the map which is a VInt
+                int size = map.size();
+                LazyUtils.writeVInt(byteStream, size);
+
+                // 3/ write the null bytes
+                int b = 0;
+                byte nullByte = 0;
+                for (Map.Entry<?, ?> entry : map.entrySet()) {
+                    // set the bit to 1 if a key is not null
+                    if (null != entry.getKey()) {
+                        nullByte |= 1 << (b % 8);
+                    } else if (!nullMapKey) {
+                        nullMapKey = true;
+                        LOG.warn("Null map key encountered! Ignoring similar problems.");
+                    }
+                    b++;
+                    // set the bit to 1 if a value is not null
+                    if (null != entry.getValue()) {
+                        nullByte |= 1 << (b % 8);
+                    }
+                    b++;
+                    // write the byte to stream every 4 key-value pairs
+                    // or if this is the last key-value pair
+                    if (0 == b % 8 || b == size * 2) {
+                        byteStream.write(nullByte);
+                        nullByte = 0;
+                    }
+                }
+
+                // 4/ write key-value pairs one by one
+                for (Map.Entry<?, ?> entry : map.entrySet()) {
+                    serialize(byteStream, entry.getKey(), koi);
+                    serialize(byteStream, entry.getValue(), voi);
+                }
+
+                // 5/ update the byte size of the map
+                int mapEnd = byteStream.getCount();
+                int mapSize = mapEnd - mapStart;
+                byte[] bytes = byteStream.getData();
+                bytes[byteSizeStart] = (byte) (mapSize >> 24);
+                bytes[byteSizeStart + 1] = (byte) (mapSize >> 16);
+                bytes[byteSizeStart + 2] = (byte) (mapSize >> 8);
+                bytes[byteSizeStart + 3] = (byte) (mapSize);
+
+                return;
+            }
+            case STRUCT: {
+                // 1/ reserve spaces for the byte size of the struct
+                // which is a integer and takes four bytes
+                int byteSizeStart = byteStream.getCount();
+                byteStream.write((byte) 0);
+                byteStream.write((byte) 0);
+                byteStream.write((byte) 0);
+                byteStream.write((byte) 0);
+                int structStart = byteStream.getCount();
+
+                // 2/ serialize the struct
+                serializeStruct(byteStream, obj, (StructObjectInspector) objInspector);
+
+                // 3/ update the byte size of the struct
+                int structEnd = byteStream.getCount();
+                int structSize = structEnd - structStart;
+                byte[] bytes = byteStream.getData();
+                bytes[byteSizeStart] = (byte) (structSize >> 24);
+                bytes[byteSizeStart + 1] = (byte) (structSize >> 16);
+                bytes[byteSizeStart + 2] = (byte) (structSize >> 8);
+                bytes[byteSizeStart + 3] = (byte) (structSize);
+
+                return;
+            }
+            default: {
+                throw new RuntimeException("Unrecognized type: " + objInspector.getCategory());
+            }
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyShort.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyShort.java
new file mode 100644
index 0000000..f493b37
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyShort.java
@@ -0,0 +1,54 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.hive.serde2.io.ShortWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyShortObjectInspector;
+
+/**
+ * LazyObject for storing a value of Short.
+ * <p>
+ * Part of the code is adapted from Apache Harmony Project. As with the specification, this implementation relied on code laid out in <a href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's Delight, (Addison Wesley, 2002)</a> as well as <a href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
+ * </p>
+ */
+public class LazyShort extends LazyPrimitive<LazyShortObjectInspector, ShortWritable> {
+
+    public LazyShort(LazyShortObjectInspector oi) {
+        super(oi);
+        data = new ShortWritable();
+    }
+
+    public LazyShort(LazyShort copy) {
+        super(copy);
+        data = new ShortWritable(copy.data.get());
+    }
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        if (length == 0) {
+            isNull = true;
+            return;
+        } else
+            isNull = false;
+
+        assert (2 == length);
+        data.set(LazyUtils.byteArrayToShort(bytes, start));
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyString.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyString.java
new file mode 100644
index 0000000..0293af8
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyString.java
@@ -0,0 +1,59 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import org.apache.hadoop.io.Text;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyStringObjectInspector;
+
+/**
+ * LazyObject for storing a value of String.
+ */
+public class LazyString extends LazyPrimitive<LazyStringObjectInspector, Text> {
+
+    public LazyString(LazyStringObjectInspector oi) {
+        super(oi);
+        data = new Text();
+    }
+
+    public LazyString(LazyString copy) {
+        super(copy);
+        data = new Text(copy.data);
+    }
+
+    VInt vInt = new LazyUtils.VInt();
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        if (length == 0) {
+            isNull = true;
+            return;
+        } else
+            isNull = false;
+
+        // get the byte length of the string
+        LazyUtils.readVInt(bytes, start, vInt);
+        if (vInt.value + vInt.length != length)
+            throw new IllegalStateException("parse string: length mismatch, expected " + (vInt.value + vInt.length)
+                    + " but get " + length);
+        assert (length - vInt.length > -1);
+        data.set(bytes, start + vInt.length, length - vInt.length);
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyStruct.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyStruct.java
new file mode 100644
index 0000000..47e95e4
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyStruct.java
@@ -0,0 +1,234 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.RecordInfo;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyStructObjectInspector;
+
+/**
+ * LazyStruct is serialized as follows: start A B A B A B end bytes[] ->
+ * |-----|---------|--- ... ---|-----|---------|
+ * Section A is one null-byte, corresponding to eight struct fields in Section
+ * B. Each bit indicates whether the corresponding field is null (0) or not null
+ * (1). Each field is a LazyObject.
+ * Following B, there is another section A and B. This pattern repeats until the
+ * all struct fields are serialized.
+ */
+public class LazyStruct extends LazyNonPrimitive<LazyStructObjectInspector> {
+
+    private static Log LOG = LogFactory.getLog(LazyStruct.class.getName());
+
+    /**
+     * Whether the data is already parsed or not.
+     */
+    boolean parsed;
+
+    /**
+     * The fields of the struct.
+     */
+    @SuppressWarnings("rawtypes")
+    LazyObject[] fields;
+
+    /**
+     * Whether a field is initialized or not.
+     */
+    boolean[] fieldInited;
+
+    /**
+     * Whether a field is null or not. Because length is 0 does not means the
+     * field is null. In particular, a 0-length string is not null.
+     */
+    boolean[] fieldIsNull;
+
+    /**
+     * The start positions and lengths of struct fields. Only valid when the
+     * data is parsed.
+     */
+    int[] fieldStart;
+    int[] fieldLength;
+
+    /**
+     * Construct a LazyStruct object with an ObjectInspector.
+     */
+    protected LazyStruct(LazyStructObjectInspector oi) {
+        super(oi);
+    }
+
+    @Override
+    public void init(byte[] bytes, int start, int length) {
+        super.init(bytes, start, length);
+        parsed = false;
+    }
+
+    RecordInfo recordInfo = new LazyUtils.RecordInfo();
+    boolean missingFieldWarned = false;
+    boolean extraFieldWarned = false;
+
+    /**
+     * Parse the byte[] and fill fieldStart, fieldLength, fieldInited and
+     * fieldIsNull.
+     */
+    private void parse() {
+
+        List<? extends StructField> fieldRefs = ((StructObjectInspector) oi).getAllStructFieldRefs();
+
+        if (fields == null) {
+            fields = new LazyObject[fieldRefs.size()];
+            for (int i = 0; i < fields.length; i++) {
+                ObjectInspector insp = fieldRefs.get(i).getFieldObjectInspector();
+                fields[i] = insp == null ? null : LazyFactory.createLazyObject(insp);
+            }
+            fieldInited = new boolean[fields.length];
+            fieldIsNull = new boolean[fields.length];
+            fieldStart = new int[fields.length];
+            fieldLength = new int[fields.length];
+        }
+
+        /**
+         * Please note that one null byte is followed by eight fields, then more
+         * null byte and fields.
+         */
+
+        int fieldId = 0;
+        int structByteEnd = start + length;
+
+        byte nullByte = bytes[start];
+        int lastFieldByteEnd = start + 1;
+        // Go through all bytes in the byte[]
+        for (int i = 0; i < fields.length; i++) {
+            fieldIsNull[i] = true;
+            if ((nullByte & (1 << (i % 8))) != 0) {
+                fieldIsNull[i] = false;
+                LazyUtils.checkObjectByteInfo(fieldRefs.get(i).getFieldObjectInspector(), bytes, lastFieldByteEnd,
+                        recordInfo);
+                fieldStart[i] = lastFieldByteEnd + recordInfo.elementOffset;
+                fieldLength[i] = recordInfo.elementSize;
+                lastFieldByteEnd = fieldStart[i] + fieldLength[i];
+            }
+
+            // count how many fields are there
+            if (lastFieldByteEnd <= structByteEnd) {
+                fieldId++;
+            }
+            // next byte is a null byte if there are more bytes to go
+            if (7 == (i % 8)) {
+                if (lastFieldByteEnd < structByteEnd) {
+                    nullByte = bytes[lastFieldByteEnd];
+                    lastFieldByteEnd++;
+                } else {
+                    // otherwise all null afterwards
+                    nullByte = 0;
+                    lastFieldByteEnd++;
+                }
+            }
+        }
+
+        // Extra bytes at the end?
+        if (!extraFieldWarned && lastFieldByteEnd < structByteEnd) {
+            extraFieldWarned = true;
+            LOG.warn("Extra bytes detected at the end of the row! Ignoring similar " + "problems.");
+        }
+
+        // Missing fields?
+        if (!missingFieldWarned && lastFieldByteEnd > structByteEnd) {
+            missingFieldWarned = true;
+            LOG.warn("Missing fields! Expected " + fields.length + " fields but " + "only got " + fieldId
+                    + "! Ignoring similar problems.");
+        }
+
+        Arrays.fill(fieldInited, false);
+        parsed = true;
+    }
+
+    /**
+     * Get one field out of the struct.
+     * If the field is a primitive field, return the actual object. Otherwise
+     * return the LazyObject. This is because PrimitiveObjectInspector does not
+     * have control over the object used by the user - the user simply directly
+     * use the Object instead of going through Object
+     * PrimitiveObjectInspector.get(Object).
+     * 
+     * @param fieldID
+     *            The field ID
+     * @return The field as a LazyObject
+     */
+    public Object getField(int fieldID) {
+        if (!parsed) {
+            parse();
+        }
+        return uncheckedGetField(fieldID);
+    }
+
+    /**
+     * Get the field out of the row without checking parsed. This is called by
+     * both getField and getFieldsAsList.
+     * 
+     * @param fieldID
+     *            The id of the field starting from 0.
+     * @return The value of the field
+     */
+    private Object uncheckedGetField(int fieldID) {
+        // Test the length first so in most cases we avoid doing a byte[]
+        // comparison.
+        if (fieldIsNull[fieldID]) {
+            return null;
+        }
+        if (!fieldInited[fieldID]) {
+            fieldInited[fieldID] = true;
+            fields[fieldID].init(bytes, fieldStart[fieldID], fieldLength[fieldID]);
+        }
+        return fields[fieldID].getObject();
+    }
+
+    ArrayList<Object> cachedList;
+
+    /**
+     * Get the values of the fields as an ArrayList.
+     * 
+     * @return The values of the fields as an ArrayList.
+     */
+    public ArrayList<Object> getFieldsAsList() {
+        if (!parsed) {
+            parse();
+        }
+        if (cachedList == null) {
+            cachedList = new ArrayList<Object>();
+        } else {
+            cachedList.clear();
+        }
+        for (int i = 0; i < fields.length; i++) {
+            cachedList.add(uncheckedGetField(i));
+        }
+        return cachedList;
+    }
+
+    @Override
+    public Object getObject() {
+        return this;
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyUtils.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyUtils.java
new file mode 100644
index 0000000..6554ccc
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyUtils.java
@@ -0,0 +1,503 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+import org.apache.hadoop.hive.serde2.ByteStream.Output;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory;
+import org.apache.hadoop.hive.serde2.typeinfo.ListTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.MapTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.io.WritableUtils;
+
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyObjectInspectorFactory;
+import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.PrimitiveObjectInspectorFactory;
+
+/**
+ * LazyUtils.
+ */
+public final class LazyUtils {
+
+    /**
+     * Convert the byte array to an int starting from the given offset. Refer to
+     * code by aeden on DZone Snippets:
+     * 
+     * @param b
+     *            the byte array
+     * @param offset
+     *            the array offset
+     * @return the integer
+     */
+    public static int byteArrayToInt(byte[] b, int offset) {
+        int value = 0;
+        for (int i = 0; i < 4; i++) {
+            int shift = (4 - 1 - i) * 8;
+            value += (b[i + offset] & 0x000000FF) << shift;
+        }
+        return value;
+    }
+
+    /**
+     * Convert the byte array to a long starting from the given offset.
+     * 
+     * @param b
+     *            the byte array
+     * @param offset
+     *            the array offset
+     * @return the long
+     */
+    public static long byteArrayToLong(byte[] b, int offset) {
+        long value = 0;
+        for (int i = 0; i < 8; i++) {
+            int shift = (8 - 1 - i) * 8;
+            value += ((long) (b[i + offset] & 0x00000000000000FF)) << shift;
+        }
+        return value;
+    }
+
+    /**
+     * Convert the byte array to a short starting from the given offset.
+     * 
+     * @param b
+     *            the byte array
+     * @param offset
+     *            the array offset
+     * @return the short
+     */
+    public static short byteArrayToShort(byte[] b, int offset) {
+        short value = 0;
+        value += (b[offset] & 0x000000FF) << 8;
+        value += (b[offset + 1] & 0x000000FF);
+        return value;
+    }
+
+    /**
+     * Record is the unit that data is serialized in. A record includes two
+     * parts. The first part stores the size of the element and the second part
+     * stores the real element. size element record ->
+     * |----|-------------------------|
+     * A RecordInfo stores two information of a record, the size of the "size"
+     * part which is the element offset and the size of the element part which
+     * is element size.
+     */
+    public static class RecordInfo {
+        public RecordInfo() {
+            elementOffset = 0;
+            elementSize = 0;
+        }
+
+        public byte elementOffset;
+        public int elementSize;
+
+        @Override
+        public String toString() {
+            return "(" + elementOffset + ", " + elementSize + ")";
+        }
+    }
+
+    static VInt vInt = new LazyUtils.VInt();
+
+    /**
+     * Check a particular field and set its size and offset in bytes based on
+     * the field type and the bytes arrays.
+     * For void, boolean, byte, short, int, long, float and double, there is no
+     * offset and the size is fixed. For string, map, list, struct, the first
+     * four bytes are used to store the size. So the offset is 4 and the size is
+     * computed by concating the first four bytes together. The first four bytes
+     * are defined with respect to the offset in the bytes arrays.
+     * 
+     * @param objectInspector
+     *            object inspector of the field
+     * @param bytes
+     *            bytes arrays store the table row
+     * @param offset
+     *            offset of this field
+     * @param recordInfo
+     *            modify this byteinfo object and return it
+     */
+    public static void checkObjectByteInfo(ObjectInspector objectInspector, byte[] bytes, int offset,
+            RecordInfo recordInfo) {
+        Category category = objectInspector.getCategory();
+        switch (category) {
+            case PRIMITIVE:
+                PrimitiveCategory primitiveCategory = ((PrimitiveObjectInspector) objectInspector)
+                        .getPrimitiveCategory();
+                switch (primitiveCategory) {
+                    case VOID:
+                        recordInfo.elementOffset = 0;
+                        recordInfo.elementSize = 0;
+                        break;
+                    case BOOLEAN:
+                    case BYTE:
+                        recordInfo.elementOffset = 0;
+                        recordInfo.elementSize = 1;
+                        break;
+                    case SHORT:
+                        recordInfo.elementOffset = 0;
+                        recordInfo.elementSize = 2;
+                        break;
+                    case FLOAT:
+                        recordInfo.elementOffset = 0;
+                        recordInfo.elementSize = 4;
+                        break;
+                    case DOUBLE:
+                        recordInfo.elementOffset = 0;
+                        recordInfo.elementSize = 8;
+                        break;
+                    case INT:
+                        recordInfo.elementOffset = 0;
+                        recordInfo.elementSize = WritableUtils.decodeVIntSize(bytes[offset]);
+                        break;
+                    case LONG:
+                        recordInfo.elementOffset = 0;
+                        recordInfo.elementSize = WritableUtils.decodeVIntSize(bytes[offset]);
+                        break;
+                    case STRING:
+                        // using vint instead of 4 bytes
+                        LazyUtils.readVInt(bytes, offset, vInt);
+                        recordInfo.elementOffset = vInt.length;
+                        recordInfo.elementSize = vInt.value;
+                        break;
+                    default: {
+                        throw new RuntimeException("Unrecognized primitive type: " + primitiveCategory);
+                    }
+                }
+                break;
+            case LIST:
+            case MAP:
+            case STRUCT:
+                recordInfo.elementOffset = 4;
+                recordInfo.elementSize = LazyUtils.byteArrayToInt(bytes, offset);
+                break;
+            default: {
+                throw new RuntimeException("Unrecognized non-primitive type: " + category);
+            }
+        }
+    }
+
+    /**
+     * A zero-compressed encoded long.
+     */
+    public static class VLong {
+        public VLong() {
+            value = 0;
+            length = 0;
+        }
+
+        public long value;
+        public byte length;
+    };
+
+    /**
+     * Reads a zero-compressed encoded long from a byte array and returns it.
+     * 
+     * @param bytes
+     *            the byte array
+     * @param offset
+     *            offset of the array to read from
+     * @param vlong
+     *            storing the deserialized long and its size in byte
+     */
+    public static void readVLong(byte[] bytes, int offset, VLong vlong) {
+        byte firstByte = bytes[offset];
+        vlong.length = (byte) WritableUtils.decodeVIntSize(firstByte);
+        if (vlong.length == 1) {
+            vlong.value = firstByte;
+            return;
+        }
+        long i = 0;
+        for (int idx = 0; idx < vlong.length - 1; idx++) {
+            byte b = bytes[offset + 1 + idx];
+            i = i << 8;
+            i = i | (b & 0xFF);
+        }
+        vlong.value = (WritableUtils.isNegativeVInt(firstByte) ? (i ^ -1L) : i);
+    }
+
+    /**
+     * A zero-compressed encoded integer.
+     */
+    public static class VInt implements Serializable {
+        private static final long serialVersionUID = 1L;
+
+        public VInt() {
+            value = 0;
+            length = 0;
+        }
+
+        public int value;
+        public byte length;
+    };
+
+    /**
+     * Reads a zero-compressed encoded int from a byte array and returns it.
+     * 
+     * @param bytes
+     *            the byte array
+     * @param offset
+     *            offset of the array to read from
+     * @param vInt
+     *            storing the deserialized int and its size in byte
+     */
+    public static void readVInt(byte[] bytes, int offset, VInt vInt) {
+        byte firstByte = bytes[offset];
+        vInt.length = (byte) WritableUtils.decodeVIntSize(firstByte);
+        if (vInt.length == 1) {
+            vInt.value = firstByte;
+            return;
+        }
+        int i = 0;
+        for (int idx = 0; idx < vInt.length - 1; idx++) {
+            byte b = bytes[offset + 1 + idx];
+            i = i << 8;
+            i = i | (b & 0xFF);
+        }
+        vInt.value = (WritableUtils.isNegativeVInt(firstByte) ? (i ^ -1) : i);
+    }
+
+    /**
+     * Writes a zero-compressed encoded int to a byte array.
+     * 
+     * @param byteStream
+     *            the byte array/stream
+     * @param i
+     *            the int
+     */
+    public static void writeVInt(Output byteStream, int i) {
+        writeVLong(byteStream, i);
+    }
+
+    /**
+     * Write a zero-compressed encoded long to a byte array.
+     * 
+     * @param byteStream
+     *            the byte array/stream
+     * @param l
+     *            the long
+     */
+    public static void writeVLong(Output byteStream, long l) {
+        if (l >= -112 && l <= 127) {
+            byteStream.write((byte) l);
+            return;
+        }
+
+        int len = -112;
+        if (l < 0) {
+            l ^= -1L; // take one's complement'
+            len = -120;
+        }
+
+        long tmp = l;
+        while (tmp != 0) {
+            tmp = tmp >> 8;
+            len--;
+        }
+
+        byteStream.write((byte) len);
+
+        len = (len < -120) ? -(len + 120) : -(len + 112);
+
+        for (int idx = len; idx != 0; idx--) {
+            int shiftbits = (idx - 1) * 8;
+            long mask = 0xFFL << shiftbits;
+            byteStream.write((byte) ((l & mask) >> shiftbits));
+        }
+    }
+
+    static Map<TypeInfo, ObjectInspector> cachedLazyObjectInspector = new ConcurrentHashMap<TypeInfo, ObjectInspector>();
+
+    /**
+     * Returns the lazy binary object inspector that can be used to inspect an
+     * lazy binary object of that typeInfo
+     * For primitive types, we use the standard writable object inspector.
+     */
+    public static ObjectInspector getLazyObjectInspectorFromTypeInfo(TypeInfo typeInfo, boolean topLevel) {
+        if (typeInfo == null)
+            throw new IllegalStateException("illegal type null ");
+        ObjectInspector result = cachedLazyObjectInspector.get(typeInfo);
+        if (result == null) {
+            switch (typeInfo.getCategory()) {
+                case PRIMITIVE: {
+                    result = PrimitiveObjectInspectorFactory
+                            .getPrimitiveLazyObjectInspector(((PrimitiveTypeInfo) typeInfo).getPrimitiveCategory());
+                    break;
+                }
+                case LIST: {
+                    ObjectInspector elementObjectInspector = getLazyObjectInspectorFromTypeInfo(
+                            ((ListTypeInfo) typeInfo).getListElementTypeInfo(), false);
+                    result = LazyObjectInspectorFactory.getLazyListObjectInspector(elementObjectInspector);
+                    break;
+                }
+                case MAP: {
+                    MapTypeInfo mapTypeInfo = (MapTypeInfo) typeInfo;
+                    ObjectInspector keyObjectInspector = getLazyObjectInspectorFromTypeInfo(
+                            mapTypeInfo.getMapKeyTypeInfo(), false);
+                    ObjectInspector valueObjectInspector = getLazyObjectInspectorFromTypeInfo(
+                            mapTypeInfo.getMapValueTypeInfo(), false);
+                    result = LazyObjectInspectorFactory.getLazyMapObjectInspector(keyObjectInspector,
+                            valueObjectInspector);
+                    break;
+                }
+                case STRUCT: {
+                    StructTypeInfo structTypeInfo = (StructTypeInfo) typeInfo;
+                    List<String> fieldNames = structTypeInfo.getAllStructFieldNames();
+                    List<TypeInfo> fieldTypeInfos = structTypeInfo.getAllStructFieldTypeInfos();
+                    List<ObjectInspector> fieldObjectInspectors = new ArrayList<ObjectInspector>(fieldTypeInfos.size());
+
+                    for (int i = 0; i < fieldTypeInfos.size(); i++) {
+                        fieldObjectInspectors.add(getLazyObjectInspectorFromTypeInfo(fieldTypeInfos.get(i), false));
+                    }
+
+                    // if it is top level then create columnar
+                    if (topLevel)
+                        result = LazyObjectInspectorFactory.getLazyColumnarObjectInspector(fieldNames,
+                                fieldObjectInspectors);
+                    // if it is not top level then create struct
+                    else
+                        result = LazyObjectInspectorFactory.getLazyStructObjectInspector(fieldNames,
+                                fieldObjectInspectors);
+
+                    break;
+                }
+                default: {
+                    result = null;
+                }
+            }
+            cachedLazyObjectInspector.put(typeInfo, result);
+        }
+        return result;
+    }
+
+    /**
+     * get top-level lazy object inspector
+     * 
+     * @param fieldNames
+     * @param fieldTypeInfos
+     * @return
+     */
+    public static ObjectInspector getLazyObjectInspector(List<String> fieldNames, List<TypeInfo> fieldTypeInfos) {
+        List<ObjectInspector> fieldObjectInspectors = new ArrayList<ObjectInspector>(fieldTypeInfos.size());
+        for (int i = 0; i < fieldTypeInfos.size(); i++) {
+            fieldObjectInspectors.add(getLazyObjectInspectorFromTypeInfo(fieldTypeInfos.get(i), false));
+        }
+
+        return LazyObjectInspectorFactory.getLazyColumnarObjectInspector(fieldNames, fieldObjectInspectors);
+    }
+
+    private LazyUtils() {
+        // prevent instantiation
+    }
+
+    /**
+     * Returns -1 if the first byte sequence is lexicographically less than the
+     * second; returns +1 if the second byte sequence is lexicographically less
+     * than the first; otherwise return 0.
+     */
+    public static int compare(byte[] b1, int start1, int length1, byte[] b2, int start2, int length2) {
+
+        int min = Math.min(length1, length2);
+
+        for (int i = 0; i < min; i++) {
+            if (b1[start1 + i] == b2[start2 + i]) {
+                continue;
+            }
+            if (b1[start1 + i] < b2[start2 + i]) {
+                return -1;
+            } else {
+                return 1;
+            }
+        }
+
+        if (length1 < length2) {
+            return -1;
+        }
+        if (length1 > length2) {
+            return 1;
+        }
+        return 0;
+    }
+
+    public static int hashBytes(byte[] data, int start, int len) {
+        int hash = 1;
+        for (int i = start; i < len; i++) {
+            hash = (31 * hash) + data[i];
+        }
+        return hash;
+    }
+
+    /**
+     * Writes a zero-compressed encoded int to a byte array.
+     * 
+     * @param byteStream
+     *            the byte array/stream
+     * @param i
+     *            the int
+     */
+    public static void writeVInt(DataOutput byteStream, int i) throws IOException {
+        writeVLong(byteStream, i);
+    }
+
+    /**
+     * Write a zero-compressed encoded long to a byte array.
+     * 
+     * @param byteStream
+     *            the byte array/stream
+     * @param l
+     *            the long
+     */
+    public static void writeVLong(DataOutput byteStream, long l) throws IOException {
+        if (l >= -112 && l <= 127) {
+            byteStream.write((byte) l);
+            return;
+        }
+
+        int len = -112;
+        if (l < 0) {
+            l ^= -1L; // take one's complement'
+            len = -120;
+        }
+
+        long tmp = l;
+        while (tmp != 0) {
+            tmp = tmp >> 8;
+            len--;
+        }
+
+        byteStream.write((byte) len);
+
+        len = (len < -120) ? -(len + 120) : -(len + 112);
+
+        for (int idx = len; idx != 0; idx--) {
+            int shiftbits = (idx - 1) * 8;
+            long mask = 0xFFL << shiftbits;
+            byteStream.write((byte) ((l & mask) >> shiftbits));
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyColumnarObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyColumnarObjectInspector.java
new file mode 100644
index 0000000..b1ca622
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyColumnarObjectInspector.java
@@ -0,0 +1,77 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
+
+import java.io.Serializable;
+import java.util.List;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StandardStructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyColumnar;
+
+/**
+ * ObjectInspector for LazyColumnar.
+ * 
+ * @see LazyColumnar
+ */
+public class LazyColumnarObjectInspector extends StandardStructObjectInspector implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    public LazyColumnarObjectInspector(List<String> structFieldNames, List<ObjectInspector> structFieldObjectInspectors) {
+        super(structFieldNames, structFieldObjectInspectors);
+    }
+
+    public LazyColumnarObjectInspector(List<StructField> fields) {
+        super(fields);
+    }
+
+    @Override
+    public Object getStructFieldData(Object data, StructField fieldRef) {
+        if (data == null) {
+            return null;
+        }
+        LazyColumnar struct = (LazyColumnar) data;
+        MyField f = (MyField) fieldRef;
+
+        int fieldID = f.getFieldID();
+        assert (fieldID >= 0 && fieldID < fields.size());
+
+        Object column = struct.getField(fieldID);
+        return column;
+    }
+
+    @Override
+    public List<Object> getStructFieldsDataAsList(Object data) {
+        if (data == null) {
+            return null;
+        }
+        LazyColumnar struct = (LazyColumnar) data;
+        return struct.getFieldsAsList();
+    }
+
+    public String toString() {
+        String str = "";
+        for (MyField f : fields) {
+            str += f.getFieldName() + ":" + f.getFieldObjectInspector().getTypeName() + "  ";
+        }
+        return str;
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyListObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyListObjectInspector.java
new file mode 100644
index 0000000..aaa5d66
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyListObjectInspector.java
@@ -0,0 +1,62 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
+
+import java.util.List;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StandardListObjectInspector;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyArray;
+
+/**
+ * ObjectInspector for LazyList.
+ */
+public class LazyListObjectInspector extends StandardListObjectInspector {
+
+    protected LazyListObjectInspector(ObjectInspector listElementObjectInspector) {
+        super(listElementObjectInspector);
+    }
+
+    @Override
+    public List<?> getList(Object data) {
+        if (data == null) {
+            return null;
+        }
+        LazyArray array = (LazyArray) data;
+        return array.getList();
+    }
+
+    @Override
+    public Object getListElement(Object data, int index) {
+        if (data == null) {
+            return null;
+        }
+        LazyArray array = (LazyArray) data;
+        return array.getListElementObject(index);
+    }
+
+    @Override
+    public int getListLength(Object data) {
+        if (data == null) {
+            return -1;
+        }
+        LazyArray array = (LazyArray) data;
+        return array.getListLength();
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyMapObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyMapObjectInspector.java
new file mode 100644
index 0000000..1b0c412
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyMapObjectInspector.java
@@ -0,0 +1,61 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
+
+import java.util.Map;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StandardMapObjectInspector;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyMap;
+
+/**
+ * ObjectInspector for LazyMap.
+ * 
+ * @see LazyMap
+ */
+public class LazyMapObjectInspector extends StandardMapObjectInspector {
+
+    protected LazyMapObjectInspector(ObjectInspector mapKeyObjectInspector, ObjectInspector mapValueObjectInspector) {
+        super(mapKeyObjectInspector, mapValueObjectInspector);
+    }
+
+    @Override
+    public Map<?, ?> getMap(Object data) {
+        if (data == null) {
+            return null;
+        }
+        return ((LazyMap) data).getMap();
+    }
+
+    @Override
+    public int getMapSize(Object data) {
+        if (data == null) {
+            return -1;
+        }
+        return ((LazyMap) data).getMapSize();
+    }
+
+    @Override
+    public Object getMapValueElement(Object data, Object key) {
+        if (data == null) {
+            return -1;
+        }
+        return ((LazyMap) data).getMapValueElement(key);
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyObjectInspectorFactory.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyObjectInspectorFactory.java
new file mode 100644
index 0000000..8093c94
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyObjectInspectorFactory.java
@@ -0,0 +1,82 @@
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.ConcurrentHashMap;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+
+/**
+ * ObjectInspectorFactory is the primary way to create new ObjectInspector
+ * instances.
+ * SerDe classes should call the static functions in this library to create an
+ * ObjectInspector to return to the caller of SerDe2.getObjectInspector().
+ * The reason of having caches here is that ObjectInspectors do not have an
+ * internal state - so ObjectInspectors with the same construction parameters
+ * should result in exactly the same ObjectInspector.
+ */
+
+public final class LazyObjectInspectorFactory {
+
+    static ConcurrentHashMap<ArrayList<Object>, LazyColumnarObjectInspector> cachedLazyColumnarObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyColumnarObjectInspector>();
+
+    static ConcurrentHashMap<ArrayList<Object>, LazyStructObjectInspector> cachedLazyStructObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyStructObjectInspector>();
+
+    static ConcurrentHashMap<ArrayList<Object>, LazyListObjectInspector> cachedLazyListObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyListObjectInspector>();
+
+    static ConcurrentHashMap<ArrayList<Object>, LazyMapObjectInspector> cachedLazyMapObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyMapObjectInspector>();
+
+    public static LazyColumnarObjectInspector getLazyColumnarObjectInspector(List<String> structFieldNames,
+            List<ObjectInspector> structFieldObjectInspectors) {
+        ArrayList<Object> signature = new ArrayList<Object>();
+        signature.add(structFieldNames);
+        signature.add(structFieldObjectInspectors);
+        LazyColumnarObjectInspector result = cachedLazyColumnarObjectInspector.get(signature);
+        if (result == null) {
+            result = new LazyColumnarObjectInspector(structFieldNames, structFieldObjectInspectors);
+            cachedLazyColumnarObjectInspector.put(signature, result);
+        }
+        return result;
+    }
+
+    public static LazyStructObjectInspector getLazyStructObjectInspector(List<String> structFieldNames,
+            List<ObjectInspector> structFieldObjectInspectors) {
+        ArrayList<Object> signature = new ArrayList<Object>();
+        signature.add(structFieldNames);
+        signature.add(structFieldObjectInspectors);
+        LazyStructObjectInspector result = cachedLazyStructObjectInspector.get(signature);
+        if (result == null) {
+            result = new LazyStructObjectInspector(structFieldNames, structFieldObjectInspectors);
+            cachedLazyStructObjectInspector.put(signature, result);
+        }
+        return result;
+    }
+
+    public static LazyListObjectInspector getLazyListObjectInspector(ObjectInspector listElementInspector) {
+        ArrayList<Object> signature = new ArrayList<Object>();
+        signature.add(listElementInspector);
+        LazyListObjectInspector result = cachedLazyListObjectInspector.get(signature);
+        if (result == null) {
+            result = new LazyListObjectInspector(listElementInspector);
+            cachedLazyListObjectInspector.put(signature, result);
+        }
+        return result;
+    }
+
+    public static LazyMapObjectInspector getLazyMapObjectInspector(ObjectInspector keyInspector,
+            ObjectInspector valueInspector) {
+        ArrayList<Object> signature = new ArrayList<Object>();
+        signature.add(keyInspector);
+        signature.add(valueInspector);
+        LazyMapObjectInspector result = cachedLazyMapObjectInspector.get(signature);
+        if (result == null) {
+            result = new LazyMapObjectInspector(keyInspector, valueInspector);
+            cachedLazyMapObjectInspector.put(signature, result);
+        }
+        return result;
+    }
+
+    private LazyObjectInspectorFactory() {
+        // prevent instantiation
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyStructObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyStructObjectInspector.java
new file mode 100644
index 0000000..ad70d4c
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyStructObjectInspector.java
@@ -0,0 +1,65 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
+
+import java.util.List;
+
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StandardStructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyStruct;
+
+/**
+ * ObjectInspector for LazyStruct.
+ * 
+ * @see LazyStruct
+ */
+public class LazyStructObjectInspector extends StandardStructObjectInspector {
+
+    protected LazyStructObjectInspector(List<String> structFieldNames, List<ObjectInspector> structFieldObjectInspectors) {
+        super(structFieldNames, structFieldObjectInspectors);
+    }
+
+    protected LazyStructObjectInspector(List<StructField> fields) {
+        super(fields);
+    }
+
+    @Override
+    public Object getStructFieldData(Object data, StructField fieldRef) {
+        if (data == null) {
+            return null;
+        }
+        LazyStruct struct = (LazyStruct) data;
+        MyField f = (MyField) fieldRef;
+
+        int fieldID = f.getFieldID();
+        assert (fieldID >= 0 && fieldID < fields.size());
+
+        return struct.getField(fieldID);
+    }
+
+    @Override
+    public List<Object> getStructFieldsDataAsList(Object data) {
+        if (data == null) {
+            return null;
+        }
+        LazyStruct struct = (LazyStruct) data;
+        return struct.getFieldsAsList();
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/AbstractPrimitiveLazyObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/AbstractPrimitiveLazyObjectInspector.java
new file mode 100644
index 0000000..eaa2bbc
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/AbstractPrimitiveLazyObjectInspector.java
@@ -0,0 +1,48 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.AbstractPrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils.PrimitiveTypeEntry;
+import org.apache.hadoop.io.Writable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyPrimitive;
+
+/**
+ * An AbstractPrimitiveLazyObjectInspector for a LazyPrimitive object.
+ */
+public abstract class AbstractPrimitiveLazyObjectInspector<T extends Writable> extends AbstractPrimitiveObjectInspector {
+
+    protected AbstractPrimitiveLazyObjectInspector(PrimitiveTypeEntry typeEntry) {
+        super(typeEntry);
+    }
+
+    @SuppressWarnings("unchecked")
+    @Override
+    public T getPrimitiveWritableObject(Object o) {
+        if (o == null)
+            System.out.println("sth. wrong");
+        return o == null ? null : ((LazyPrimitive<?, T>) o).getWritableObject();
+    }
+
+    @Override
+    public boolean preferWritable() {
+        return true;
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyBooleanObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyBooleanObjectInspector.java
new file mode 100644
index 0000000..7927c1e
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyBooleanObjectInspector.java
@@ -0,0 +1,50 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.BooleanObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.io.BooleanWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyBoolean;
+
+/**
+ * A WritableBooleanObjectInspector inspects a BooleanWritable Object.
+ */
+public class LazyBooleanObjectInspector extends AbstractPrimitiveLazyObjectInspector<BooleanWritable> implements
+        BooleanObjectInspector {
+
+    LazyBooleanObjectInspector() {
+        super(PrimitiveObjectInspectorUtils.booleanTypeEntry);
+    }
+
+    @Override
+    public boolean get(Object o) {
+        return getPrimitiveWritableObject(o).get();
+    }
+
+    @Override
+    public Object copyObject(Object o) {
+        return o == null ? null : new LazyBoolean((LazyBoolean) o);
+    }
+
+    @Override
+    public Object getPrimitiveJavaObject(Object o) {
+        return o == null ? null : Boolean.valueOf(get(o));
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyByteObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyByteObjectInspector.java
new file mode 100644
index 0000000..10a881c
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyByteObjectInspector.java
@@ -0,0 +1,50 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.ByteObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.io.ByteWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyByte;
+
+/**
+ * A WritableByteObjectInspector inspects a ByteWritable Object.
+ */
+public class LazyByteObjectInspector extends AbstractPrimitiveLazyObjectInspector<ByteWritable> implements
+        ByteObjectInspector {
+
+    LazyByteObjectInspector() {
+        super(PrimitiveObjectInspectorUtils.byteTypeEntry);
+    }
+
+    @Override
+    public byte get(Object o) {
+        return getPrimitiveWritableObject(o).get();
+    }
+
+    @Override
+    public Object copyObject(Object o) {
+        return o == null ? null : new LazyByte((LazyByte) o);
+    }
+
+    @Override
+    public Object getPrimitiveJavaObject(Object o) {
+        return o == null ? null : Byte.valueOf(get(o));
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyDoubleObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyDoubleObjectInspector.java
new file mode 100644
index 0000000..9f98b56
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyDoubleObjectInspector.java
@@ -0,0 +1,50 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.io.DoubleWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyDouble;
+
+/**
+ * A WritableDoubleObjectInspector inspects a DoubleWritable Object.
+ */
+public class LazyDoubleObjectInspector extends AbstractPrimitiveLazyObjectInspector<DoubleWritable> implements
+        DoubleObjectInspector {
+
+    LazyDoubleObjectInspector() {
+        super(PrimitiveObjectInspectorUtils.doubleTypeEntry);
+    }
+
+    @Override
+    public double get(Object o) {
+        return getPrimitiveWritableObject(o).get();
+    }
+
+    @Override
+    public Object copyObject(Object o) {
+        return o == null ? null : new LazyDouble((LazyDouble) o);
+    }
+
+    @Override
+    public Object getPrimitiveJavaObject(Object o) {
+        return o == null ? null : Double.valueOf(get(o));
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyFloatObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyFloatObjectInspector.java
new file mode 100644
index 0000000..bf3e9a2
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyFloatObjectInspector.java
@@ -0,0 +1,50 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.io.FloatWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyFloat;
+
+/**
+ * A FloatObjectInspector inspects a FloatWritable Object.
+ */
+public class LazyFloatObjectInspector extends AbstractPrimitiveLazyObjectInspector<FloatWritable> implements
+        FloatObjectInspector {
+
+    LazyFloatObjectInspector() {
+        super(PrimitiveObjectInspectorUtils.floatTypeEntry);
+    }
+
+    @Override
+    public float get(Object o) {
+        return getPrimitiveWritableObject(o).get();
+    }
+
+    @Override
+    public Object copyObject(Object o) {
+        return o == null ? null : new LazyFloat((LazyFloat) o);
+    }
+
+    @Override
+    public Object getPrimitiveJavaObject(Object o) {
+        return o == null ? null : Float.valueOf(get(o));
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyIntObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyIntObjectInspector.java
new file mode 100644
index 0000000..87bcb0d
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyIntObjectInspector.java
@@ -0,0 +1,50 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.IntObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.io.IntWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyInteger;
+
+/**
+ * A WritableIntObjectInspector inspects a IntWritable Object.
+ */
+public class LazyIntObjectInspector extends AbstractPrimitiveLazyObjectInspector<IntWritable> implements
+        IntObjectInspector {
+
+    LazyIntObjectInspector() {
+        super(PrimitiveObjectInspectorUtils.intTypeEntry);
+    }
+
+    @Override
+    public int get(Object o) {
+        return getPrimitiveWritableObject(o).get();
+    }
+
+    @Override
+    public Object copyObject(Object o) {
+        return o == null ? null : new LazyInteger((LazyInteger) o);
+    }
+
+    @Override
+    public Object getPrimitiveJavaObject(Object o) {
+        return o == null ? null : Integer.valueOf(get(o));
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyLongObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyLongObjectInspector.java
new file mode 100644
index 0000000..06b5d3c
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyLongObjectInspector.java
@@ -0,0 +1,50 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.io.LongWritable;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyLong;
+
+/**
+ * A WritableLongObjectInspector inspects a LongWritable Object.
+ */
+public class LazyLongObjectInspector extends AbstractPrimitiveLazyObjectInspector<LongWritable> implements
+        LongObjectInspector {
+
+    LazyLongObjectInspector() {
+        super(PrimitiveObjectInspectorUtils.longTypeEntry);
+    }
+
+    @Override
+    public long get(Object o) {
+        return getPrimitiveWritableObject(o).get();
+    }
+
+    @Override
+    public Object copyObject(Object o) {
+        return o == null ? null : new LazyLong((LazyLong) o);
+    }
+
+    @Override
+    public Object getPrimitiveJavaObject(Object o) {
+        return o == null ? null : Long.valueOf(get(o));
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyPrimitiveObjectInspectorFactory.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyPrimitiveObjectInspectorFactory.java
new file mode 100644
index 0000000..5d7ef48
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyPrimitiveObjectInspectorFactory.java
@@ -0,0 +1,92 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import java.util.ArrayList;
+import java.util.concurrent.ConcurrentHashMap;
+
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory;
+
+/**
+ * LazyPrimitiveObjectInspectorFactory is the primary way to create new
+ * ObjectInspector instances.
+ * SerDe classes should call the static functions in this library to create an
+ * ObjectInspector to return to the caller of SerDe2.getObjectInspector().
+ * The reason of having caches here is that ObjectInspector is because
+ * ObjectInspectors do not have an internal state - so ObjectInspectors with the
+ * same construction parameters should result in exactly the same
+ * ObjectInspector.
+ */
+public final class LazyPrimitiveObjectInspectorFactory {
+
+    public static final LazyBooleanObjectInspector LAZY_BOOLEAN_OBJECT_INSPECTOR = new LazyBooleanObjectInspector();
+    public static final LazyByteObjectInspector LAZY_BYTE_OBJECT_INSPECTOR = new LazyByteObjectInspector();
+    public static final LazyShortObjectInspector LAZY_SHORT_OBJECT_INSPECTOR = new LazyShortObjectInspector();
+    public static final LazyIntObjectInspector LAZY_INT_OBJECT_INSPECTOR = new LazyIntObjectInspector();
+    public static final LazyLongObjectInspector LAZY_LONG_OBJECT_INSPECTOR = new LazyLongObjectInspector();
+    public static final LazyFloatObjectInspector LAZY_FLOAT_OBJECT_INSPECTOR = new LazyFloatObjectInspector();
+    public static final LazyDoubleObjectInspector LAZY_DOUBLE_OBJECT_INSPECTOR = new LazyDoubleObjectInspector();
+    public static final LazyVoidObjectInspector LAZY_VOID_OBJECT_INSPECTOR = new LazyVoidObjectInspector();
+
+    static ConcurrentHashMap<ArrayList<Object>, LazyStringObjectInspector> cachedLazyStringObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyStringObjectInspector>();
+
+    public static LazyStringObjectInspector getLazyStringObjectInspector(boolean escaped, byte escapeChar) {
+        ArrayList<Object> signature = new ArrayList<Object>();
+        signature.add(Boolean.valueOf(escaped));
+        signature.add(Byte.valueOf(escapeChar));
+        LazyStringObjectInspector result = cachedLazyStringObjectInspector.get(signature);
+        if (result == null) {
+            result = new LazyStringObjectInspector(escaped, escapeChar);
+            cachedLazyStringObjectInspector.put(signature, result);
+        }
+        return result;
+    }
+
+    public static AbstractPrimitiveLazyObjectInspector<?> getLazyObjectInspector(PrimitiveCategory primitiveCategory,
+            boolean escaped, byte escapeChar) {
+
+        switch (primitiveCategory) {
+            case BOOLEAN:
+                return LAZY_BOOLEAN_OBJECT_INSPECTOR;
+            case BYTE:
+                return LAZY_BYTE_OBJECT_INSPECTOR;
+            case SHORT:
+                return LAZY_SHORT_OBJECT_INSPECTOR;
+            case INT:
+                return LAZY_INT_OBJECT_INSPECTOR;
+            case LONG:
+                return LAZY_LONG_OBJECT_INSPECTOR;
+            case FLOAT:
+                return LAZY_FLOAT_OBJECT_INSPECTOR;
+            case DOUBLE:
+                return LAZY_DOUBLE_OBJECT_INSPECTOR;
+            case STRING:
+                return getLazyStringObjectInspector(escaped, escapeChar);
+            case VOID:
+                return LAZY_VOID_OBJECT_INSPECTOR;
+            default:
+                throw new RuntimeException("Internal error: Cannot find ObjectInspector " + " for " + primitiveCategory);
+        }
+    }
+
+    private LazyPrimitiveObjectInspectorFactory() {
+        // prevent instantiation
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyShortObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyShortObjectInspector.java
new file mode 100644
index 0000000..b02d9bc
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyShortObjectInspector.java
@@ -0,0 +1,50 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.io.ShortWritable;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.ShortObjectInspector;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyShort;
+
+/**
+ * A WritableShortObjectInspector inspects a ShortWritable Object.
+ */
+public class LazyShortObjectInspector extends AbstractPrimitiveLazyObjectInspector<ShortWritable> implements
+        ShortObjectInspector {
+
+    LazyShortObjectInspector() {
+        super(PrimitiveObjectInspectorUtils.shortTypeEntry);
+    }
+
+    @Override
+    public short get(Object o) {
+        return getPrimitiveWritableObject(o).get();
+    }
+
+    @Override
+    public Object copyObject(Object o) {
+        return o == null ? null : new LazyShort((LazyShort) o);
+    }
+
+    @Override
+    public Object getPrimitiveJavaObject(Object o) {
+        return o == null ? null : Short.valueOf(get(o));
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyStringObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyStringObjectInspector.java
new file mode 100644
index 0000000..4d649dc
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyStringObjectInspector.java
@@ -0,0 +1,64 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector;
+import org.apache.hadoop.io.Text;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyString;
+
+/**
+ * A WritableStringObjectInspector inspects a Text Object.
+ */
+public class LazyStringObjectInspector extends AbstractPrimitiveLazyObjectInspector<Text> implements
+        StringObjectInspector {
+
+    boolean escaped;
+    byte escapeChar;
+
+    LazyStringObjectInspector(boolean escaped, byte escapeChar) {
+        super(PrimitiveObjectInspectorUtils.stringTypeEntry);
+        this.escaped = escaped;
+        this.escapeChar = escapeChar;
+    }
+
+    @Override
+    public Object copyObject(Object o) {
+        return o == null ? null : new LazyString((LazyString) o);
+    }
+
+    @Override
+    public Text getPrimitiveWritableObject(Object o) {
+        return o == null ? null : ((LazyString) o).getWritableObject();
+    }
+
+    @Override
+    public String getPrimitiveJavaObject(Object o) {
+        return o == null ? null : ((LazyString) o).getWritableObject().toString();
+    }
+
+    public boolean isEscaped() {
+        return escaped;
+    }
+
+    public byte getEscapeChar() {
+        return escapeChar;
+    }
+
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyVoidObjectInspector.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyVoidObjectInspector.java
new file mode 100644
index 0000000..c916191
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyVoidObjectInspector.java
@@ -0,0 +1,43 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
+import org.apache.hadoop.hive.serde2.objectinspector.primitive.VoidObjectInspector;
+import org.apache.hadoop.io.NullWritable;
+
+/**
+ * A WritableVoidObjectInspector inspects a NullWritable Object.
+ */
+public class LazyVoidObjectInspector extends AbstractPrimitiveLazyObjectInspector<NullWritable> implements
+        VoidObjectInspector {
+
+    LazyVoidObjectInspector() {
+        super(PrimitiveObjectInspectorUtils.voidTypeEntry);
+    }
+
+    @Override
+    public Object copyObject(Object o) {
+        return o;
+    }
+
+    @Override
+    public Object getPrimitiveJavaObject(Object o) {
+        throw new RuntimeException("Internal error: cannot create Void object.");
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/PrimitiveObjectInspectorFactory.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/PrimitiveObjectInspectorFactory.java
new file mode 100644
index 0000000..33f0e51
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/PrimitiveObjectInspectorFactory.java
@@ -0,0 +1,76 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
+
+import java.util.HashMap;
+
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory;
+
+/**
+ * PrimitiveObjectInspectorFactory is the primary way to create new
+ * PrimitiveObjectInspector instances.
+ * The reason of having caches here is that ObjectInspector is because
+ * ObjectInspectors do not have an internal state - so ObjectInspectors with the
+ * same construction parameters should result in exactly the same
+ * ObjectInspector.
+ */
+public final class PrimitiveObjectInspectorFactory {
+
+    public static final LazyBooleanObjectInspector LazyBooleanObjectInspector = new LazyBooleanObjectInspector();
+    public static final LazyByteObjectInspector LazyByteObjectInspector = new LazyByteObjectInspector();
+    public static final LazyShortObjectInspector LazyShortObjectInspector = new LazyShortObjectInspector();
+    public static final LazyIntObjectInspector LazyIntObjectInspector = new LazyIntObjectInspector();
+    public static final LazyLongObjectInspector LazyLongObjectInspector = new LazyLongObjectInspector();
+    public static final LazyFloatObjectInspector LazyFloatObjectInspector = new LazyFloatObjectInspector();
+    public static final LazyDoubleObjectInspector LazyDoubleObjectInspector = new LazyDoubleObjectInspector();
+    public static final LazyStringObjectInspector LazyStringObjectInspector = new LazyStringObjectInspector(false,
+            (byte) '\\');
+    public static final LazyVoidObjectInspector LazyVoidObjectInspector = new LazyVoidObjectInspector();
+
+    private static HashMap<PrimitiveCategory, AbstractPrimitiveLazyObjectInspector<?>> cachedPrimitiveLazyInspectorCache = new HashMap<PrimitiveCategory, AbstractPrimitiveLazyObjectInspector<?>>();
+
+    static {
+        cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.BOOLEAN, LazyBooleanObjectInspector);
+        cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.BYTE, LazyByteObjectInspector);
+        cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.SHORT, LazyShortObjectInspector);
+        cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.INT, LazyIntObjectInspector);
+        cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.LONG, LazyLongObjectInspector);
+        cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.FLOAT, LazyFloatObjectInspector);
+        cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.DOUBLE, LazyDoubleObjectInspector);
+        cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.STRING, LazyStringObjectInspector);
+        cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.VOID, LazyVoidObjectInspector);
+    }
+
+    /**
+     * Returns the PrimitiveWritableObjectInspector for the PrimitiveCategory.
+     * 
+     * @param primitiveCategory
+     */
+    public static AbstractPrimitiveLazyObjectInspector<?> getPrimitiveLazyObjectInspector(
+            PrimitiveCategory primitiveCategory) {
+        AbstractPrimitiveLazyObjectInspector<?> result = cachedPrimitiveLazyInspectorCache.get(primitiveCategory);
+        if (result == null) {
+            throw new RuntimeException("Internal error: Cannot find ObjectInspector " + " for " + primitiveCategory);
+        }
+        return result;
+    }
+
+    private PrimitiveObjectInspectorFactory() {
+        // prevent instantiation
+    }
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/parser/IHiveParser.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/parser/IHiveParser.java
new file mode 100644
index 0000000..7830c52
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/parser/IHiveParser.java
@@ -0,0 +1,16 @@
+package edu.uci.ics.hivesterix.serde.parser;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+
+public interface IHiveParser {
+    /**
+     * parse one hive rwo into
+     * 
+     * @param row
+     * @param objectInspector
+     * @param tb
+     */
+    public void parse(byte[] data, int start, int length, ArrayTupleBuilder tb) throws IOException;
+}
diff --git a/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/parser/TextToBinaryTupleParser.java b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/parser/TextToBinaryTupleParser.java
new file mode 100644
index 0000000..38e1b36
--- /dev/null
+++ b/hivesterix/hivesterix-serde/src/main/java/edu/uci/ics/hivesterix/serde/parser/TextToBinaryTupleParser.java
@@ -0,0 +1,174 @@
+package edu.uci.ics.hivesterix.serde.parser;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.List;
+
+import org.apache.hadoop.hive.serde2.lazy.LazyInteger;
+import org.apache.hadoop.hive.serde2.lazy.LazyLong;
+import org.apache.hadoop.hive.serde2.lazy.LazyShort;
+import org.apache.hadoop.hive.serde2.lazy.objectinspector.LazySimpleStructObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
+import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
+import org.apache.hadoop.hive.serde2.objectinspector.StructField;
+import org.apache.hadoop.io.Text;
+
+import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.NotImplementedException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+
+public class TextToBinaryTupleParser implements IHiveParser {
+    private int[] invertedIndex;
+    private int[] fieldEnds;
+    private int lastNecessaryFieldIndex;
+    private LazySimpleStructObjectInspector inputObjectInspector;
+    private List<? extends StructField> fieldRefs;
+
+    public TextToBinaryTupleParser(int[] outputColumnsOffset, ObjectInspector structInspector) {
+        int size = 0;
+        for (int i = 0; i < outputColumnsOffset.length; i++)
+            if (outputColumnsOffset[i] >= 0)
+                size++;
+        invertedIndex = new int[size];
+        for (int i = 0; i < outputColumnsOffset.length; i++)
+            if (outputColumnsOffset[i] >= 0) {
+                invertedIndex[outputColumnsOffset[i]] = i;
+                lastNecessaryFieldIndex = i;
+            }
+        fieldEnds = new int[outputColumnsOffset.length];
+        for (int i = 0; i < fieldEnds.length; i++)
+            fieldEnds[i] = 0;
+        inputObjectInspector = (LazySimpleStructObjectInspector) structInspector;
+        fieldRefs = inputObjectInspector.getAllStructFieldRefs();
+    }
+
+    @Override
+    public void parse(byte[] bytes, int start, int length, ArrayTupleBuilder tb) throws IOException {
+        byte separator = inputObjectInspector.getSeparator();
+        boolean lastColumnTakesRest = inputObjectInspector.getLastColumnTakesRest();
+        boolean isEscaped = inputObjectInspector.isEscaped();
+        byte escapeChar = inputObjectInspector.getEscapeChar();
+        DataOutput output = tb.getDataOutput();
+
+        int structByteEnd = start + length - 1;
+        int fieldId = 0;
+        int fieldByteEnd = start;
+
+        // Go through all bytes in the byte[]
+        while (fieldByteEnd <= structByteEnd && fieldId <= lastNecessaryFieldIndex) {
+            if (fieldByteEnd == structByteEnd || bytes[fieldByteEnd] == separator) {
+                // Reached the end of a field?
+                if (lastColumnTakesRest && fieldId == fieldEnds.length - 1) {
+                    fieldByteEnd = structByteEnd;
+                }
+                fieldEnds[fieldId] = fieldByteEnd;
+                if (fieldId == fieldEnds.length - 1 || fieldByteEnd == structByteEnd) {
+                    // for the case of null fields
+                    for (int i = fieldId; i < fieldEnds.length; i++) {
+                        fieldEnds[i] = fieldByteEnd;
+                    }
+                    break;
+                }
+                fieldByteEnd++;
+                fieldId++;
+            } else {
+                if (isEscaped && bytes[fieldByteEnd] == escapeChar && fieldByteEnd + 1 < structByteEnd) {
+                    // ignore the char after escape_char
+                    fieldByteEnd += 2;
+                } else {
+                    fieldByteEnd++;
+                }
+            }
+        }
+
+        for (int i = 0; i < invertedIndex.length; i++) {
+            int index = invertedIndex[i];
+            StructField fieldRef = fieldRefs.get(index);
+            ObjectInspector inspector = fieldRef.getFieldObjectInspector();
+            Category category = inspector.getCategory();
+            int fieldStart = index == 0 ? 0 : fieldEnds[index - 1] + 1;
+            int fieldEnd = fieldEnds[index];
+            if (bytes[fieldEnd] == separator)
+                fieldEnd--;
+            int fieldLen = fieldEnd - fieldStart + 1;
+            switch (category) {
+                case PRIMITIVE:
+                    PrimitiveObjectInspector poi = (PrimitiveObjectInspector) inspector;
+                    switch (poi.getPrimitiveCategory()) {
+                        case VOID: {
+                            break;
+                        }
+                        case BOOLEAN: {
+                            output.write(bytes[fieldStart]);
+                            break;
+                        }
+                        case BYTE: {
+                            output.write(bytes[fieldStart]);
+                            break;
+                        }
+                        case SHORT: {
+                            short v = LazyShort.parseShort(bytes, fieldStart, fieldLen);
+                            output.write((byte) (v >> 8));
+                            output.write((byte) (v));
+                            break;
+                        }
+                        case INT: {
+                            int v = LazyInteger.parseInt(bytes, fieldStart, fieldLen);
+                            LazyUtils.writeVInt(output, v);
+                            break;
+                        }
+                        case LONG: {
+                            long v = LazyLong.parseLong(bytes, fieldStart, fieldLen);
+                            LazyUtils.writeVLong(output, v);
+                            break;
+                        }
+                        case FLOAT: {
+                            float value = Float.parseFloat(Text.decode(bytes, fieldStart, fieldLen));
+                            int v = Float.floatToIntBits(value);
+                            output.write((byte) (v >> 24));
+                            output.write((byte) (v >> 16));
+                            output.write((byte) (v >> 8));
+                            output.write((byte) (v));
+                            break;
+                        }
+                        case DOUBLE: {
+                            try {
+                                double value = Double.parseDouble(Text.decode(bytes, fieldStart, fieldLen));
+                                long v = Double.doubleToLongBits(value);
+                                output.write((byte) (v >> 56));
+                                output.write((byte) (v >> 48));
+                                output.write((byte) (v >> 40));
+                                output.write((byte) (v >> 32));
+                                output.write((byte) (v >> 24));
+                                output.write((byte) (v >> 16));
+                                output.write((byte) (v >> 8));
+                                output.write((byte) (v));
+                            } catch (NumberFormatException e) {
+                                throw e;
+                            }
+                            break;
+                        }
+                        case STRING: {
+                            LazyUtils.writeVInt(output, fieldLen);
+                            output.write(bytes, fieldStart, fieldLen);
+                            break;
+                        }
+                        default: {
+                            throw new RuntimeException("Unrecognized type: " + poi.getPrimitiveCategory());
+                        }
+                    }
+                    break;
+                case STRUCT:
+                    throw new NotImplementedException("Unrecognized type: struct ");
+                case LIST:
+                    throw new NotImplementedException("Unrecognized type: struct ");
+                case MAP:
+                    throw new NotImplementedException("Unrecognized type: struct ");
+                case UNION:
+                    throw new NotImplementedException("Unrecognized type: struct ");
+            }
+            tb.addFieldEndOffset();
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-translator/pom.xml b/hivesterix/hivesterix-translator/pom.xml
new file mode 100644
index 0000000..2a93722
--- /dev/null
+++ b/hivesterix/hivesterix-translator/pom.xml
@@ -0,0 +1,59 @@
+<?xml version="1.0"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hivesterix-translator</artifactId>
+	<name>hivesterix-translator</name>
+
+	<parent>
+		<artifactId>hivesterix</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+					<encoding>UTF-8</encoding>
+					<fork>true</fork>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
+	<dependencies>
+		<dependency>
+			<groupId>org.apache.hadoop.hive</groupId>
+			<artifactId>hive-exec</artifactId>
+			<version>0.7.0</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>algebricks-compiler</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hivesterix-common</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hivesterix-runtime</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+	</dependencies>
+</project>
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveAlgebricksTranslator.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveAlgebricksTranslator.java
new file mode 100644
index 0000000..80b3fef
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveAlgebricksTranslator.java
@@ -0,0 +1,807 @@
+package edu.uci.ics.hivesterix.logical.plan;
+
+import java.io.OutputStreamWriter;
+import java.io.PrintWriter;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.ColumnInfo;
+import org.apache.hadoop.hive.ql.exec.ExtractOperator;
+import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
+import org.apache.hadoop.hive.ql.exec.FilterOperator;
+import org.apache.hadoop.hive.ql.exec.GroupByOperator;
+import org.apache.hadoop.hive.ql.exec.JoinOperator;
+import org.apache.hadoop.hive.ql.exec.LateralViewJoinOperator;
+import org.apache.hadoop.hive.ql.exec.LimitOperator;
+import org.apache.hadoop.hive.ql.exec.MapJoinOperator;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
+import org.apache.hadoop.hive.ql.exec.SelectOperator;
+import org.apache.hadoop.hive.ql.exec.TableScanOperator;
+import org.apache.hadoop.hive.ql.exec.UDF;
+import org.apache.hadoop.hive.ql.exec.UDTFOperator;
+import org.apache.hadoop.hive.ql.exec.UnionOperator;
+import org.apache.hadoop.hive.ql.plan.AggregationDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeFieldDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeNullDesc;
+import org.apache.hadoop.hive.ql.plan.PartitionDesc;
+import org.apache.hadoop.hive.ql.plan.UDTFDesc;
+import org.apache.hadoop.hive.ql.plan.api.OperatorType;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDF;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDFBridge;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+
+import edu.uci.ics.hivesterix.logical.expression.ExpressionConstant;
+import edu.uci.ics.hivesterix.logical.expression.HiveAlgebricksBuiltInFunctionMap;
+import edu.uci.ics.hivesterix.logical.expression.HiveFunctionInfo;
+import edu.uci.ics.hivesterix.logical.expression.HivesterixConstantValue;
+import edu.uci.ics.hivesterix.logical.plan.visitor.ExtractVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.FilterVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.GroupByVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.JoinVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.LateralViewJoinVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.LimitVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.MapJoinVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.ProjectVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.SortVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.TableScanWriteVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.UnionVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Visitor;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+import edu.uci.ics.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
+import edu.uci.ics.hyracks.algebricks.core.algebra.prettyprint.PlanPrettyPrinter;
+
+@SuppressWarnings("rawtypes")
+public class HiveAlgebricksTranslator implements Translator {
+
+    private int currentVariable = 0;
+
+    private List<Mutable<ILogicalOperator>> logicalOp = new ArrayList<Mutable<ILogicalOperator>>();
+
+    private boolean continueTraverse = true;
+
+    private IMetadataProvider<PartitionDesc, Object> metaData;
+
+    /**
+     * map variable name to the logical variable
+     */
+    private HashMap<String, LogicalVariable> nameToLogicalVariableMap = new HashMap<String, LogicalVariable>();
+
+    /**
+     * map field name to LogicalVariable
+     */
+    private HashMap<String, LogicalVariable> fieldToLogicalVariableMap = new HashMap<String, LogicalVariable>();
+
+    /**
+     * map logical variable to name
+     */
+    private HashMap<LogicalVariable, String> logicalVariableToFieldMap = new HashMap<LogicalVariable, String>();
+
+    /**
+     * asterix root operators
+     */
+    private List<Mutable<ILogicalOperator>> rootOperators = new ArrayList<Mutable<ILogicalOperator>>();
+
+    /**
+     * a list of visitors
+     */
+    private List<Visitor> visitors = new ArrayList<Visitor>();
+
+    /**
+     * output writer to print things out
+     */
+    private static PrintWriter outputWriter = new PrintWriter(new OutputStreamWriter(System.out));
+
+    /**
+     * map a logical variable to type info
+     */
+    private HashMap<LogicalVariable, TypeInfo> variableToType = new HashMap<LogicalVariable, TypeInfo>();
+
+    @Override
+    public LogicalVariable getVariable(String fieldName, TypeInfo type) {
+        LogicalVariable var = fieldToLogicalVariableMap.get(fieldName);
+        if (var == null) {
+            currentVariable++;
+            var = new LogicalVariable(currentVariable);
+            fieldToLogicalVariableMap.put(fieldName, var);
+            nameToLogicalVariableMap.put(var.toString(), var);
+            variableToType.put(var, type);
+            logicalVariableToFieldMap.put(var, fieldName);
+        }
+        return var;
+    }
+
+    @Override
+    public LogicalVariable getNewVariable(String fieldName, TypeInfo type) {
+        currentVariable++;
+        LogicalVariable var = new LogicalVariable(currentVariable);
+        fieldToLogicalVariableMap.put(fieldName, var);
+        nameToLogicalVariableMap.put(var.toString(), var);
+        variableToType.put(var, type);
+        logicalVariableToFieldMap.put(var, fieldName);
+        return var;
+    }
+
+    @Override
+    public void replaceVariable(LogicalVariable oldVar, LogicalVariable newVar) {
+        String name = this.logicalVariableToFieldMap.get(oldVar);
+        if (name != null) {
+            fieldToLogicalVariableMap.put(name, newVar);
+            nameToLogicalVariableMap.put(newVar.toString(), newVar);
+            nameToLogicalVariableMap.put(oldVar.toString(), newVar);
+            logicalVariableToFieldMap.put(newVar, name);
+        }
+    }
+
+    @Override
+    public IMetadataProvider<PartitionDesc, Object> getMetadataProvider() {
+        return metaData;
+    }
+
+    /**
+     * only get an variable, without rewriting it
+     * 
+     * @param fieldName
+     * @return
+     */
+    private LogicalVariable getVariableOnly(String fieldName) {
+        return fieldToLogicalVariableMap.get(fieldName);
+    }
+
+    private void updateVariable(String fieldName, LogicalVariable variable) {
+        LogicalVariable var = fieldToLogicalVariableMap.get(fieldName);
+        if (var == null) {
+            fieldToLogicalVariableMap.put(fieldName, variable);
+            nameToLogicalVariableMap.put(fieldName, variable);
+        } else if (!var.equals(variable)) {
+            fieldToLogicalVariableMap.put(fieldName, variable);
+            nameToLogicalVariableMap.put(fieldName, variable);
+        }
+    }
+
+    /**
+     * get a list of logical variables from the schema
+     * 
+     * @param schema
+     * @return
+     */
+    @Override
+    public List<LogicalVariable> getVariablesFromSchema(Schema schema) {
+        List<LogicalVariable> variables = new ArrayList<LogicalVariable>();
+        List<String> names = schema.getNames();
+
+        for (String name : names)
+            variables.add(nameToLogicalVariableMap.get(name));
+        return variables;
+    }
+
+    /**
+     * get variable to typeinfo map
+     * 
+     * @return
+     */
+    public HashMap<LogicalVariable, TypeInfo> getVariableContext() {
+        return this.variableToType;
+    }
+
+    /**
+     * get the number of variables s
+     * 
+     * @return
+     */
+    public int getVariableCounter() {
+        return currentVariable + 1;
+    }
+
+    /**
+     * translate from hive operator tree to asterix operator tree
+     * 
+     * @param hive
+     *            roots
+     * @return Algebricks roots
+     */
+    public void translate(List<Operator> hiveRoot, ILogicalOperator parentOperator,
+            HashMap<String, PartitionDesc> aliasToPathMap) throws AlgebricksException {
+        /**
+         * register visitors
+         */
+        visitors.add(new FilterVisitor());
+        visitors.add(new GroupByVisitor());
+        visitors.add(new JoinVisitor());
+        visitors.add(new LateralViewJoinVisitor());
+        visitors.add(new UnionVisitor());
+        visitors.add(new LimitVisitor());
+        visitors.add(new MapJoinVisitor());
+        visitors.add(new ProjectVisitor());
+        visitors.add(new SortVisitor());
+        visitors.add(new ExtractVisitor());
+        visitors.add(new TableScanWriteVisitor(aliasToPathMap));
+
+        List<Mutable<ILogicalOperator>> refList = translate(hiveRoot, new MutableObject<ILogicalOperator>(
+                parentOperator));
+        insertReplicateOperator(refList);
+        if (refList != null)
+            rootOperators.addAll(refList);
+    }
+
+    /**
+     * translate operator DAG
+     * 
+     * @param hiveRoot
+     * @param AlgebricksParentOperator
+     * @return
+     */
+    private List<Mutable<ILogicalOperator>> translate(List<Operator> hiveRoot,
+            Mutable<ILogicalOperator> AlgebricksParentOperator) throws AlgebricksException {
+
+        for (Operator hiveOperator : hiveRoot) {
+            continueTraverse = true;
+            Mutable<ILogicalOperator> currentOperatorRef = null;
+            if (hiveOperator.getType() == OperatorType.FILTER) {
+                FilterOperator fop = (FilterOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+            } else if (hiveOperator.getType() == OperatorType.REDUCESINK) {
+                ReduceSinkOperator fop = (ReduceSinkOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+            } else if (hiveOperator.getType() == OperatorType.JOIN) {
+                JoinOperator fop = (JoinOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null) {
+                        continueTraverse = true;
+                        break;
+                    } else
+                        continueTraverse = false;
+                }
+                if (currentOperatorRef == null)
+                    return null;
+            } else if (hiveOperator.getType() == OperatorType.LATERALVIEWJOIN) {
+                LateralViewJoinOperator fop = (LateralViewJoinOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+                if (currentOperatorRef == null)
+                    return null;
+            } else if (hiveOperator.getType() == OperatorType.MAPJOIN) {
+                MapJoinOperator fop = (MapJoinOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null) {
+                        continueTraverse = true;
+                        break;
+                    } else
+                        continueTraverse = false;
+                }
+                if (currentOperatorRef == null)
+                    return null;
+            } else if (hiveOperator.getType() == OperatorType.SELECT) {
+                SelectOperator fop = (SelectOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+            } else if (hiveOperator.getType() == OperatorType.EXTRACT) {
+                ExtractOperator fop = (ExtractOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+            } else if (hiveOperator.getType() == OperatorType.GROUPBY) {
+                GroupByOperator fop = (GroupByOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+            } else if (hiveOperator.getType() == OperatorType.TABLESCAN) {
+                TableScanOperator fop = (TableScanOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+            } else if (hiveOperator.getType() == OperatorType.FILESINK) {
+                FileSinkOperator fop = (FileSinkOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+            } else if (hiveOperator.getType() == OperatorType.LIMIT) {
+                LimitOperator lop = (LimitOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(lop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+            } else if (hiveOperator.getType() == OperatorType.UDTF) {
+                UDTFOperator lop = (UDTFOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(lop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null)
+                        break;
+                }
+            } else if (hiveOperator.getType() == OperatorType.UNION) {
+                UnionOperator lop = (UnionOperator) hiveOperator;
+                for (Visitor visitor : visitors) {
+                    currentOperatorRef = visitor.visit(lop, AlgebricksParentOperator, this);
+                    if (currentOperatorRef != null) {
+                        continueTraverse = true;
+                        break;
+                    } else
+                        continueTraverse = false;
+                }
+            } else
+                ;
+            if (hiveOperator.getChildOperators() != null && hiveOperator.getChildOperators().size() > 0
+                    && continueTraverse) {
+                @SuppressWarnings("unchecked")
+                List<Operator> children = hiveOperator.getChildOperators();
+                if (currentOperatorRef == null)
+                    currentOperatorRef = AlgebricksParentOperator;
+                translate(children, currentOperatorRef);
+            }
+            if (hiveOperator.getChildOperators() == null || hiveOperator.getChildOperators().size() == 0)
+                logicalOp.add(currentOperatorRef);
+        }
+        return logicalOp;
+    }
+
+    /**
+     * used in select, group by to get no-column-expression columns
+     * 
+     * @param cols
+     * @return
+     */
+    public ILogicalOperator getAssignOperator(Mutable<ILogicalOperator> parent, List<ExprNodeDesc> cols,
+            ArrayList<LogicalVariable> variables) {
+
+        ArrayList<Mutable<ILogicalExpression>> expressions = new ArrayList<Mutable<ILogicalExpression>>();
+
+        /**
+         * variables to be appended in the assign operator
+         */
+        ArrayList<LogicalVariable> appendedVariables = new ArrayList<LogicalVariable>();
+
+        // one variable can only be assigned once
+        for (ExprNodeDesc hiveExpr : cols) {
+            rewriteExpression(hiveExpr);
+
+            if (hiveExpr instanceof ExprNodeColumnDesc) {
+                ExprNodeColumnDesc desc2 = (ExprNodeColumnDesc) hiveExpr;
+                String fieldName = desc2.getTabAlias() + "." + desc2.getColumn();
+
+                // System.out.println("project expr: " + fieldName);
+
+                if (fieldName.indexOf("$$") < 0) {
+                    LogicalVariable var = getVariable(fieldName, hiveExpr.getTypeInfo());
+                    desc2.setColumn(var.toString());
+                    desc2.setTabAlias("");
+                    variables.add(var);
+                } else {
+                    LogicalVariable var = nameToLogicalVariableMap.get(desc2.getColumn());
+                    String name = this.logicalVariableToFieldMap.get(var);
+                    var = this.getVariableOnly(name);
+                    variables.add(var);
+                }
+            } else {
+                Mutable<ILogicalExpression> asterixExpr = translateScalarFucntion(hiveExpr);
+                expressions.add(asterixExpr);
+                LogicalVariable var = getVariable(hiveExpr.getExprString() + asterixExpr.hashCode(),
+                        hiveExpr.getTypeInfo());
+                variables.add(var);
+                appendedVariables.add(var);
+            }
+        }
+
+        /**
+         * create an assign operator to deal with appending
+         */
+        ILogicalOperator assignOp = null;
+        if (appendedVariables.size() > 0) {
+            assignOp = new AssignOperator(appendedVariables, expressions);
+            assignOp.getInputs().add(parent);
+        }
+        return assignOp;
+    }
+
+    private ILogicalPlan plan;
+
+    public ILogicalPlan genLogicalPlan() {
+        plan = new ALogicalPlanImpl(rootOperators);
+        return plan;
+    }
+
+    public void printOperators() throws AlgebricksException {
+        LogicalOperatorPrettyPrintVisitor pvisitor = new LogicalOperatorPrettyPrintVisitor();
+        StringBuilder buffer = new StringBuilder();
+        PlanPrettyPrinter.printPlan(plan, buffer, pvisitor, 0);
+        outputWriter.println(buffer);
+        outputWriter.println("rewritten variables: ");
+        outputWriter.flush();
+        printVariables();
+
+    }
+
+    public static void setOutputPrinter(PrintWriter writer) {
+        outputWriter = writer;
+    }
+
+    private void printVariables() {
+        Set<Entry<String, LogicalVariable>> entries = fieldToLogicalVariableMap.entrySet();
+
+        for (Entry<String, LogicalVariable> entry : entries) {
+            outputWriter.println(entry.getKey() + " -> " + entry.getValue());
+        }
+        outputWriter.flush();
+    }
+
+    /**
+     * generate the object inspector for the output of an operator
+     * 
+     * @param operator
+     *            The Hive operator
+     * @return an ObjectInspector object
+     */
+    public Schema generateInputSchema(Operator operator) {
+        List<String> variableNames = new ArrayList<String>();
+        List<TypeInfo> typeList = new ArrayList<TypeInfo>();
+        List<ColumnInfo> columns = operator.getSchema().getSignature();
+
+        for (ColumnInfo col : columns) {
+            // typeList.add();
+            TypeInfo type = col.getType();
+            typeList.add(type);
+
+            String fieldName = col.getInternalName();
+            variableNames.add(fieldName);
+        }
+
+        return new Schema(variableNames, typeList);
+    }
+
+    /**
+     * rewrite the names of output columns for feature expression evaluators to
+     * use
+     * 
+     * @param operator
+     */
+    public void rewriteOperatorOutputSchema(Operator operator) {
+        List<ColumnInfo> columns = operator.getSchema().getSignature();
+
+        for (ColumnInfo column : columns) {
+            String columnName = column.getTabAlias() + "." + column.getInternalName();
+            if (columnName.indexOf("$$") < 0) {
+                LogicalVariable var = getVariable(columnName, column.getType());
+                column.setInternalName(var.toString());
+            }
+        }
+    }
+
+    @Override
+    public void rewriteOperatorOutputSchema(List<LogicalVariable> variables, Operator operator) {
+
+        //printOperatorSchema(operator);
+        List<ColumnInfo> columns = operator.getSchema().getSignature();
+        if (variables.size() != columns.size()) {
+            throw new IllegalStateException("output cardinality error " + operator.getName() + " variable size: "
+                    + variables.size() + " expected " + columns.size());
+        }
+
+        for (int i = 0; i < variables.size(); i++) {
+            LogicalVariable var = variables.get(i);
+            ColumnInfo column = columns.get(i);
+            String fieldName = column.getTabAlias() + "." + column.getInternalName();
+            if (fieldName.indexOf("$$") < 0) {
+                updateVariable(fieldName, var);
+                column.setInternalName(var.toString());
+            }
+        }
+        //printOperatorSchema(operator);
+    }
+
+    /**
+     * rewrite an expression and substitute variables
+     * 
+     * @param expr
+     *            hive expression
+     */
+    public void rewriteExpression(ExprNodeDesc expr) {
+        if (expr instanceof ExprNodeColumnDesc) {
+            ExprNodeColumnDesc desc = (ExprNodeColumnDesc) expr;
+            String fieldName = desc.getTabAlias() + "." + desc.getColumn();
+            if (fieldName.indexOf("$$") < 0) {
+                LogicalVariable var = getVariableOnly(fieldName);
+                if (var == null) {
+                    fieldName = "." + desc.getColumn();
+                    var = getVariableOnly(fieldName);
+                    if (var == null) {
+                        fieldName = "null." + desc.getColumn();
+                        var = getVariableOnly(fieldName);
+                        if (var == null) {
+                            throw new IllegalStateException(fieldName + " is wrong!!! ");
+                        }
+                    }
+                }
+                String name = this.logicalVariableToFieldMap.get(var);
+                var = getVariableOnly(name);
+                desc.setColumn(var.toString());
+            }
+        } else {
+            if (expr.getChildren() != null && expr.getChildren().size() > 0) {
+                List<ExprNodeDesc> children = expr.getChildren();
+                for (ExprNodeDesc desc : children)
+                    rewriteExpression(desc);
+            }
+        }
+    }
+
+    /**
+     * rewrite an expression and substitute variables
+     * 
+     * @param expr
+     *            hive expression
+     */
+    public void rewriteExpressionPartial(ExprNodeDesc expr) {
+        if (expr instanceof ExprNodeColumnDesc) {
+            ExprNodeColumnDesc desc = (ExprNodeColumnDesc) expr;
+            String fieldName = desc.getTabAlias() + "." + desc.getColumn();
+            if (fieldName.indexOf("$$") < 0) {
+                LogicalVariable var = getVariableOnly(fieldName);
+                desc.setColumn(var.toString());
+            }
+        } else {
+            if (expr.getChildren() != null && expr.getChildren().size() > 0) {
+                List<ExprNodeDesc> children = expr.getChildren();
+                for (ExprNodeDesc desc : children)
+                    rewriteExpressionPartial(desc);
+            }
+        }
+    }
+
+    // private void printOperatorSchema(Operator operator) {
+    // // System.out.println(operator.getName());
+    // // List<ColumnInfo> columns = operator.getSchema().getSignature();
+    // // for (ColumnInfo column : columns) {
+    // // System.out.print(column.getTabAlias() + "." +
+    // // column.getInternalName() + "  ");
+    // // }
+    // // System.out.println();
+    // }
+
+    /**
+     * translate scalar function expression
+     * 
+     * @param hiveExpr
+     * @return
+     */
+    public Mutable<ILogicalExpression> translateScalarFucntion(ExprNodeDesc hiveExpr) {
+        ILogicalExpression AlgebricksExpr;
+
+        if (hiveExpr instanceof ExprNodeGenericFuncDesc) {
+            List<Mutable<ILogicalExpression>> arguments = new ArrayList<Mutable<ILogicalExpression>>();
+            List<ExprNodeDesc> children = hiveExpr.getChildren();
+
+            for (ExprNodeDesc child : children)
+                arguments.add(translateScalarFucntion(child));
+
+            ExprNodeGenericFuncDesc funcExpr = (ExprNodeGenericFuncDesc) hiveExpr;
+            GenericUDF genericUdf = funcExpr.getGenericUDF();
+            UDF udf = null;
+            if (genericUdf instanceof GenericUDFBridge) {
+                GenericUDFBridge bridge = (GenericUDFBridge) genericUdf;
+                try {
+                    udf = bridge.getUdfClass().newInstance();
+                } catch (Exception e) {
+                    e.printStackTrace();
+                }
+            }
+
+            /**
+             * set up the hive function
+             */
+            Object hiveFunction = genericUdf;
+            if (udf != null)
+                hiveFunction = udf;
+
+            FunctionIdentifier funcId = HiveAlgebricksBuiltInFunctionMap.INSTANCE.getAlgebricksFunctionId(hiveFunction
+                    .getClass());
+            if (funcId == null) {
+                funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, hiveFunction.getClass().getName());
+            }
+
+            Object functionInfo = null;
+            if (genericUdf instanceof GenericUDFBridge) {
+                functionInfo = funcExpr;
+            }
+
+            /**
+             * generate the function call expression
+             */
+            ScalarFunctionCallExpression AlgebricksFuncExpr = new ScalarFunctionCallExpression(new HiveFunctionInfo(
+                    funcId, functionInfo), arguments);
+            AlgebricksExpr = AlgebricksFuncExpr;
+
+        } else if (hiveExpr instanceof ExprNodeColumnDesc) {
+            ExprNodeColumnDesc column = (ExprNodeColumnDesc) hiveExpr;
+            LogicalVariable var = this.getVariable(column.getColumn());
+            AlgebricksExpr = new VariableReferenceExpression(var);
+
+        } else if (hiveExpr instanceof ExprNodeFieldDesc) {
+            FunctionIdentifier funcId;
+            funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, ExpressionConstant.FIELDACCESS);
+
+            ScalarFunctionCallExpression AlgebricksFuncExpr = new ScalarFunctionCallExpression(new HiveFunctionInfo(
+                    funcId, hiveExpr));
+            AlgebricksExpr = AlgebricksFuncExpr;
+        } else if (hiveExpr instanceof ExprNodeConstantDesc) {
+            ExprNodeConstantDesc hiveConst = (ExprNodeConstantDesc) hiveExpr;
+            Object value = hiveConst.getValue();
+            AlgebricksExpr = new ConstantExpression(new HivesterixConstantValue(value));
+        } else if (hiveExpr instanceof ExprNodeNullDesc) {
+            FunctionIdentifier funcId;
+            funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, ExpressionConstant.NULL);
+
+            ScalarFunctionCallExpression AlgebricksFuncExpr = new ScalarFunctionCallExpression(new HiveFunctionInfo(
+                    funcId, hiveExpr));
+
+            AlgebricksExpr = AlgebricksFuncExpr;
+        } else {
+            throw new IllegalStateException("unknown hive expression");
+        }
+        return new MutableObject<ILogicalExpression>(AlgebricksExpr);
+    }
+
+    /**
+     * translate aggregation function expression
+     * 
+     * @param aggregateDesc
+     * @return
+     */
+    public Mutable<ILogicalExpression> translateAggregation(AggregationDesc aggregateDesc) {
+
+        String UDAFName = aggregateDesc.getGenericUDAFName();
+
+        List<Mutable<ILogicalExpression>> arguments = new ArrayList<Mutable<ILogicalExpression>>();
+        List<ExprNodeDesc> children = aggregateDesc.getParameters();
+
+        for (ExprNodeDesc child : children)
+            arguments.add(translateScalarFucntion(child));
+
+        FunctionIdentifier funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, UDAFName + "("
+                + aggregateDesc.getMode() + ")");
+        HiveFunctionInfo funcInfo = new HiveFunctionInfo(funcId, aggregateDesc);
+        AggregateFunctionCallExpression aggregationExpression = new AggregateFunctionCallExpression(funcInfo, false,
+                arguments);
+        return new MutableObject<ILogicalExpression>(aggregationExpression);
+    }
+
+    /**
+     * translate aggregation function expression
+     * 
+     * @param aggregator
+     * @return
+     */
+    public Mutable<ILogicalExpression> translateUnnestFunction(UDTFDesc udtfDesc, Mutable<ILogicalExpression> argument) {
+
+        String UDTFName = udtfDesc.getUDTFName();
+
+        FunctionIdentifier funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, UDTFName);
+        UnnestingFunctionCallExpression unnestingExpression = new UnnestingFunctionCallExpression(new HiveFunctionInfo(
+                funcId, udtfDesc));
+        unnestingExpression.getArguments().add(argument);
+        return new MutableObject<ILogicalExpression>(unnestingExpression);
+    }
+
+    /**
+     * get typeinfo
+     */
+    @Override
+    public TypeInfo getType(LogicalVariable var) {
+        return variableToType.get(var);
+    }
+
+    /**
+     * get variable from variable name
+     */
+    @Override
+    public LogicalVariable getVariable(String name) {
+        return nameToLogicalVariableMap.get(name);
+    }
+
+    @Override
+    public LogicalVariable getVariableFromFieldName(String fieldName) {
+        return this.getVariableOnly(fieldName);
+    }
+
+    /**
+     * set the metadata provider
+     */
+    @Override
+    public void setMetadataProvider(IMetadataProvider<PartitionDesc, Object> metadata) {
+        this.metaData = metadata;
+    }
+
+    /**
+     * insert ReplicateOperator when necessary
+     */
+    private void insertReplicateOperator(List<Mutable<ILogicalOperator>> roots) {
+        Map<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>> childToParentsMap = new HashMap<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>>();
+        buildChildToParentsMapping(roots, childToParentsMap);
+        for (Entry<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>> entry : childToParentsMap.entrySet()) {
+            List<Mutable<ILogicalOperator>> pList = entry.getValue();
+            if (pList.size() > 1) {
+                ILogicalOperator rop = new ReplicateOperator(pList.size());
+                Mutable<ILogicalOperator> ropRef = new MutableObject<ILogicalOperator>(rop);
+                Mutable<ILogicalOperator> childRef = entry.getKey();
+                rop.getInputs().add(childRef);
+                for (Mutable<ILogicalOperator> parentRef : pList) {
+                    ILogicalOperator parentOp = parentRef.getValue();
+                    int index = parentOp.getInputs().indexOf(childRef);
+                    parentOp.getInputs().set(index, ropRef);
+                }
+            }
+        }
+    }
+
+    /**
+     * build the mapping from child to Parents
+     * 
+     * @param roots
+     * @param childToParentsMap
+     */
+    private void buildChildToParentsMapping(List<Mutable<ILogicalOperator>> roots,
+            Map<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>> map) {
+        for (Mutable<ILogicalOperator> opRef : roots) {
+            List<Mutable<ILogicalOperator>> childRefs = opRef.getValue().getInputs();
+            for (Mutable<ILogicalOperator> childRef : childRefs) {
+                List<Mutable<ILogicalOperator>> parentList = map.get(childRef);
+                if (parentList == null) {
+                    parentList = new ArrayList<Mutable<ILogicalOperator>>();
+                    map.put(childRef, parentList);
+                }
+                if (!parentList.contains(opRef))
+                    parentList.add(opRef);
+            }
+            buildChildToParentsMapping(childRefs, map);
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveLogicalPlanAndMetaData.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveLogicalPlanAndMetaData.java
new file mode 100644
index 0000000..d5801a3
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveLogicalPlanAndMetaData.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hivesterix.logical.plan;
+
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlanAndMetadata;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+@SuppressWarnings({ "rawtypes", "unchecked" })
+public class HiveLogicalPlanAndMetaData implements ILogicalPlanAndMetadata {
+
+    IMetadataProvider metadata;
+    ILogicalPlan plan;
+
+    public HiveLogicalPlanAndMetaData(ILogicalPlan plan, IMetadataProvider metadata) {
+        this.plan = plan;
+        this.metadata = metadata;
+    }
+
+    @Override
+    public IMetadataProvider getMetadataProvider() {
+        return metadata;
+    }
+
+    @Override
+    public ILogicalPlan getPlan() {
+        return plan;
+    }
+
+    @Override
+    public AlgebricksPartitionConstraint getClusterLocations() {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveOperatorAnnotations.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveOperatorAnnotations.java
new file mode 100644
index 0000000..0ea4e01
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveOperatorAnnotations.java
@@ -0,0 +1,8 @@
+package edu.uci.ics.hivesterix.logical.plan;
+
+public class HiveOperatorAnnotations {
+
+    // hints
+    public static final String LOCAL_GROUP_BY = "LOCAL_GROUP_BY";
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ExtractVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ExtractVisitor.java
new file mode 100644
index 0000000..1c67bae
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ExtractVisitor.java
@@ -0,0 +1,26 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hadoop.hive.ql.exec.ExtractOperator;
+
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public class ExtractVisitor extends DefaultVisitor {
+
+    @Override
+    public Mutable<ILogicalOperator> visit(ExtractOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
+        Schema currentSchema = t.generateInputSchema(operator.getParentOperators().get(0));
+        operator.setSchema(operator.getParentOperators().get(0).getSchema());
+        List<LogicalVariable> latestOutputSchema = t.getVariablesFromSchema(currentSchema);
+        t.rewriteOperatorOutputSchema(latestOutputSchema, operator);
+        return null;
+    }
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/FilterVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/FilterVisitor.java
new file mode 100644
index 0000000..9279144
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/FilterVisitor.java
@@ -0,0 +1,41 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.FilterOperator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.plan.FilterDesc;
+
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+
+public class FilterVisitor extends DefaultVisitor {
+
+    @Override
+    public Mutable<ILogicalOperator> visit(FilterOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
+        Schema currentSchema = t.generateInputSchema(operator.getParentOperators().get(0));
+
+        FilterDesc desc = (FilterDesc) operator.getConf();
+        ExprNodeDesc predicate = desc.getPredicate();
+        t.rewriteExpression(predicate);
+
+        Mutable<ILogicalExpression> exprs = t.translateScalarFucntion(desc.getPredicate());
+        ILogicalOperator currentOperator = new SelectOperator(exprs);
+        currentOperator.getInputs().add(AlgebricksParentOperatorRef);
+
+        // populate the schema from upstream operator
+        operator.setSchema(operator.getParentOperators().get(0).getSchema());
+        List<LogicalVariable> latestOutputSchema = t.getVariablesFromSchema(currentSchema);
+        t.rewriteOperatorOutputSchema(latestOutputSchema, operator);
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/GroupByVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/GroupByVisitor.java
new file mode 100644
index 0000000..b7d5779
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/GroupByVisitor.java
@@ -0,0 +1,264 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.lang.reflect.Field;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.conf.HiveConf;
+import org.apache.hadoop.hive.ql.exec.ColumnInfo;
+import org.apache.hadoop.hive.ql.exec.GroupByOperator;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
+import org.apache.hadoop.hive.ql.plan.AggregationDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.plan.GroupByDesc;
+import org.apache.hadoop.hive.ql.plan.ReduceSinkDesc;
+import org.apache.hadoop.hive.ql.plan.api.OperatorType;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.Mode;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.common.config.ConfUtil;
+import edu.uci.ics.hivesterix.logical.plan.HiveOperatorAnnotations;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.OperatorAnnotations;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+
+@SuppressWarnings({ "rawtypes", "unchecked" })
+public class GroupByVisitor extends DefaultVisitor {
+
+    private List<Mutable<ILogicalExpression>> AlgebricksAggs = new ArrayList<Mutable<ILogicalExpression>>();
+    private List<IFunctionInfo> localAggs = new ArrayList<IFunctionInfo>();
+    private boolean isDistinct = false;
+    private boolean gbyKeyNotRedKey = false;
+
+    @Override
+    public Mutable<ILogicalOperator> visit(GroupByOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException {
+
+        // get descriptors
+        GroupByDesc desc = (GroupByDesc) operator.getConf();
+        GroupByDesc.Mode mode = desc.getMode();
+
+        List<ExprNodeDesc> keys = desc.getKeys();
+        List<AggregationDesc> aggregators = desc.getAggregators();
+
+        Operator child = operator.getChildOperators().get(0);
+
+        if (child.getType() == OperatorType.REDUCESINK) {
+            List<ExprNodeDesc> partKeys = ((ReduceSinkDesc) child.getConf()).getPartitionCols();
+            if (keys.size() != partKeys.size())
+                gbyKeyNotRedKey = true;
+        }
+
+        if (mode == GroupByDesc.Mode.PARTIAL1 || mode == GroupByDesc.Mode.HASH || mode == GroupByDesc.Mode.COMPLETE
+                || (aggregators.size() == 0 && isDistinct == false) || gbyKeyNotRedKey) {
+            AlgebricksAggs.clear();
+            // add an assign operator if the key is not a column expression
+            ArrayList<LogicalVariable> keyVariables = new ArrayList<LogicalVariable>();
+            ILogicalOperator currentOperator = null;
+            ILogicalOperator assignOperator = t.getAssignOperator(AlgebricksParentOperatorRef, keys, keyVariables);
+            if (assignOperator != null) {
+                currentOperator = assignOperator;
+                AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(currentOperator);
+            }
+
+            // get key variable expression list
+            List<Mutable<ILogicalExpression>> keyExprs = new ArrayList<Mutable<ILogicalExpression>>();
+            for (LogicalVariable var : keyVariables) {
+                keyExprs.add(t.translateScalarFucntion(new ExprNodeColumnDesc(TypeInfoFactory.intTypeInfo, var
+                        .toString(), "", false)));
+            }
+
+            if (aggregators.size() == 0) {
+                List<Mutable<ILogicalExpression>> distinctExprs = new ArrayList<Mutable<ILogicalExpression>>();
+                for (LogicalVariable var : keyVariables) {
+                    Mutable<ILogicalExpression> varExpr = new MutableObject<ILogicalExpression>(
+                            new VariableReferenceExpression(var));
+                    distinctExprs.add(varExpr);
+                }
+                t.rewriteOperatorOutputSchema(keyVariables, operator);
+                isDistinct = true;
+                ILogicalOperator lop = new DistinctOperator(distinctExprs);
+                lop.getInputs().add(AlgebricksParentOperatorRef);
+                return new MutableObject<ILogicalOperator>(lop);
+            }
+
+            // get the pair<LogicalVariable, ILogicalExpression> list
+            List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> keyParameters = new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>();
+            keyVariables.clear();
+            for (Mutable<ILogicalExpression> expr : keyExprs) {
+                LogicalVariable keyVar = t.getVariable(expr.getValue().toString(), TypeInfoFactory.unknownTypeInfo);
+                keyParameters.add(new Pair(keyVar, expr));
+                keyVariables.add(keyVar);
+            }
+
+            // get the parameters for the aggregator operator
+            ArrayList<LogicalVariable> aggVariables = new ArrayList<LogicalVariable>();
+            ArrayList<Mutable<ILogicalExpression>> aggExprs = new ArrayList<Mutable<ILogicalExpression>>();
+
+            // get the type of each aggregation function
+            HashMap<AggregationDesc, TypeInfo> aggToType = new HashMap<AggregationDesc, TypeInfo>();
+            List<ColumnInfo> columns = operator.getSchema().getSignature();
+            int offset = keys.size();
+            for (int i = offset; i < columns.size(); i++) {
+                aggToType.put(aggregators.get(i - offset), columns.get(i).getType());
+            }
+
+            localAggs.clear();
+            // rewrite parameter expressions for all aggregators
+            for (AggregationDesc aggregator : aggregators) {
+                for (ExprNodeDesc parameter : aggregator.getParameters()) {
+                    t.rewriteExpression(parameter);
+                }
+                Mutable<ILogicalExpression> aggExpr = t.translateAggregation(aggregator);
+                AbstractFunctionCallExpression localAggExpr = (AbstractFunctionCallExpression) aggExpr.getValue();
+                localAggs.add(localAggExpr.getFunctionInfo());
+
+                AggregationDesc logicalAgg = new AggregationDesc(aggregator.getGenericUDAFName(),
+                        aggregator.getGenericUDAFEvaluator(), aggregator.getParameters(), aggregator.getDistinct(),
+                        Mode.COMPLETE);
+                Mutable<ILogicalExpression> logicalAggExpr = t.translateAggregation(logicalAgg);
+
+                AlgebricksAggs.add(logicalAggExpr);
+                if (!gbyKeyNotRedKey)
+                    aggExprs.add(logicalAggExpr);
+                else
+                    aggExprs.add(aggExpr);
+
+                aggVariables.add(t.getVariable(aggregator.getExprString() + aggregator.getMode(),
+                        aggToType.get(aggregator)));
+            }
+
+            if (child.getType() != OperatorType.REDUCESINK)
+                gbyKeyNotRedKey = false;
+
+            // get the sub plan list
+            AggregateOperator aggOperator = new AggregateOperator(aggVariables, aggExprs);
+            NestedTupleSourceOperator nestedTupleSource = new NestedTupleSourceOperator(
+                    new MutableObject<ILogicalOperator>());
+            aggOperator.getInputs().add(new MutableObject<ILogicalOperator>(nestedTupleSource));
+
+            List<Mutable<ILogicalOperator>> subRoots = new ArrayList<Mutable<ILogicalOperator>>();
+            subRoots.add(new MutableObject<ILogicalOperator>(aggOperator));
+            ILogicalPlan subPlan = new ALogicalPlanImpl(subRoots);
+            List<ILogicalPlan> subPlans = new ArrayList<ILogicalPlan>();
+            subPlans.add(subPlan);
+
+            // create the group by operator
+            currentOperator = new edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator(
+                    keyParameters, new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>(), subPlans);
+            currentOperator.getInputs().add(AlgebricksParentOperatorRef);
+            nestedTupleSource.getDataSourceReference().setValue(currentOperator);
+
+            List<LogicalVariable> outputVariables = new ArrayList<LogicalVariable>();
+            outputVariables.addAll(keyVariables);
+            outputVariables.addAll(aggVariables);
+            t.rewriteOperatorOutputSchema(outputVariables, operator);
+
+            if (gbyKeyNotRedKey) {
+                currentOperator.getAnnotations().put(HiveOperatorAnnotations.LOCAL_GROUP_BY, Boolean.TRUE);
+            }
+
+            HiveConf conf = ConfUtil.getHiveConf();
+            Boolean extGby = conf.getBoolean("hive.algebricks.groupby.external", false);
+
+            if (extGby && isSerializable(aggregators)) {
+                currentOperator.getAnnotations().put(OperatorAnnotations.USE_EXTERNAL_GROUP_BY, Boolean.TRUE);
+            }
+            return new MutableObject<ILogicalOperator>(currentOperator);
+        } else {
+            isDistinct = false;
+            // rewrite parameter expressions for all aggregators
+            int i = 0;
+            for (AggregationDesc aggregator : aggregators) {
+                for (ExprNodeDesc parameter : aggregator.getParameters()) {
+                    t.rewriteExpression(parameter);
+                }
+                Mutable<ILogicalExpression> agg = t.translateAggregation(aggregator);
+                AggregateFunctionCallExpression originalAgg = (AggregateFunctionCallExpression) AlgebricksAggs.get(i)
+                        .getValue();
+                originalAgg.setStepOneAggregate(localAggs.get(i));
+                AggregateFunctionCallExpression currentAgg = (AggregateFunctionCallExpression) agg.getValue();
+                if (currentAgg.getFunctionInfo() != null) {
+                    originalAgg.setTwoStep(true);
+                    originalAgg.setStepTwoAggregate(currentAgg.getFunctionInfo());
+                }
+                i++;
+            }
+            return null;
+        }
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(ReduceSinkOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
+        Operator downStream = (Operator) operator.getChildOperators().get(0);
+        if (!(downStream instanceof GroupByOperator)) {
+            return null;
+        }
+
+        ReduceSinkDesc desc = (ReduceSinkDesc) operator.getConf();
+        List<ExprNodeDesc> keys = desc.getKeyCols();
+        List<ExprNodeDesc> values = desc.getValueCols();
+
+        // insert assign for keys
+        ArrayList<LogicalVariable> keyVariables = new ArrayList<LogicalVariable>();
+        t.getAssignOperator(AlgebricksParentOperatorRef, keys, keyVariables);
+
+        // insert assign for values
+        ArrayList<LogicalVariable> valueVariables = new ArrayList<LogicalVariable>();
+        t.getAssignOperator(AlgebricksParentOperatorRef, values, valueVariables);
+
+        ArrayList<LogicalVariable> columns = new ArrayList<LogicalVariable>();
+        columns.addAll(keyVariables);
+        columns.addAll(valueVariables);
+
+        t.rewriteOperatorOutputSchema(columns, operator);
+        return null;
+    }
+
+    private boolean isSerializable(List<AggregationDesc> descs) throws AlgebricksException {
+        try {
+            for (AggregationDesc desc : descs) {
+                GenericUDAFEvaluator udaf = desc.getGenericUDAFEvaluator();
+                AggregationBuffer buf = udaf.getNewAggregationBuffer();
+                Class<?> bufferClass = buf.getClass();
+                Field[] fields = bufferClass.getDeclaredFields();
+                for (Field field : fields) {
+                    field.setAccessible(true);
+                    String type = field.getType().toString();
+                    if (!(type.equals("int") || type.equals("long") || type.equals("float") || type.equals("double") || type
+                            .equals("boolean"))) {
+                        return false;
+                    }
+                }
+
+            }
+            return true;
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/JoinVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/JoinVisitor.java
new file mode 100644
index 0000000..ef346bc
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/JoinVisitor.java
@@ -0,0 +1,417 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.JoinOperator;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
+import org.apache.hadoop.hive.ql.plan.JoinCondDesc;
+import org.apache.hadoop.hive.ql.plan.JoinDesc;
+import org.apache.hadoop.hive.ql.plan.ReduceSinkDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDFOPAnd;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDFOPEqual;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+
+@SuppressWarnings("rawtypes")
+public class JoinVisitor extends DefaultVisitor {
+
+    /**
+     * reduce sink operator to variables
+     */
+    private HashMap<Operator, List<LogicalVariable>> reduceSinkToKeyVariables = new HashMap<Operator, List<LogicalVariable>>();
+
+    /**
+     * reduce sink operator to variables
+     */
+    private HashMap<Operator, List<String>> reduceSinkToFieldNames = new HashMap<Operator, List<String>>();
+
+    /**
+     * reduce sink operator to variables
+     */
+    private HashMap<Operator, List<TypeInfo>> reduceSinkToTypes = new HashMap<Operator, List<TypeInfo>>();
+
+    /**
+     * map a join operator (in hive) to its parent operators (in hive)
+     */
+    private HashMap<Operator, List<Operator>> operatorToHiveParents = new HashMap<Operator, List<Operator>>();
+
+    /**
+     * map a join operator (in hive) to its parent operators (in asterix)
+     */
+    private HashMap<Operator, List<ILogicalOperator>> operatorToAsterixParents = new HashMap<Operator, List<ILogicalOperator>>();
+
+    /**
+     * the latest traversed reduce sink operator
+     */
+    private Operator latestReduceSink = null;
+
+    /**
+     * the latest generated parent for join
+     */
+    private ILogicalOperator latestAlgebricksOperator = null;
+
+    /**
+     * process a join operator
+     */
+    @Override
+    public Mutable<ILogicalOperator> visit(JoinOperator operator, Mutable<ILogicalOperator> AlgebricksParentOperator,
+            Translator t) {
+        latestAlgebricksOperator = AlgebricksParentOperator.getValue();
+        translateJoinOperatorPreprocess(operator, t);
+        List<Operator> parents = operatorToHiveParents.get(operator);
+        if (parents.size() < operator.getParentOperators().size()) {
+            return null;
+        } else {
+            ILogicalOperator joinOp = translateJoinOperator(operator, AlgebricksParentOperator, t);
+            // clearStatus();
+            return new MutableObject<ILogicalOperator>(joinOp);
+        }
+    }
+
+    private void reorder(Byte[] order, List<ILogicalOperator> parents, List<Operator> hiveParents) {
+        ILogicalOperator[] lops = new ILogicalOperator[parents.size()];
+        Operator[] ops = new Operator[hiveParents.size()];
+
+        for (Operator op : hiveParents) {
+            ReduceSinkOperator rop = (ReduceSinkOperator) op;
+            ReduceSinkDesc rdesc = rop.getConf();
+            int tag = rdesc.getTag();
+
+            int index = -1;
+            for (int i = 0; i < order.length; i++)
+                if (order[i] == tag) {
+                    index = i;
+                    break;
+                }
+            lops[index] = parents.get(hiveParents.indexOf(op));
+            ops[index] = op;
+        }
+
+        parents.clear();
+        hiveParents.clear();
+
+        for (int i = 0; i < lops.length; i++) {
+            parents.add(lops[i]);
+            hiveParents.add(ops[i]);
+        }
+    }
+
+    /**
+     * translate a hive join operator to asterix join operator->assign
+     * operator->project operator
+     * 
+     * @param parentOperator
+     * @param operator
+     * @return
+     */
+    private ILogicalOperator translateJoinOperator(Operator operator, Mutable<ILogicalOperator> parentOperator,
+            Translator t) {
+
+        JoinDesc joinDesc = (JoinDesc) operator.getConf();
+
+        // get the projection expression (already re-written) from each source
+        // table
+        Map<Byte, List<ExprNodeDesc>> exprMap = joinDesc.getExprs();
+        reorder(joinDesc.getTagOrder(), operatorToAsterixParents.get(operator), operatorToHiveParents.get(operator));
+
+        // make an reduce join operator
+        ILogicalOperator currentOperator = generateJoinTree(joinDesc.getCondsList(),
+                operatorToAsterixParents.get(operator), operatorToHiveParents.get(operator), 0, t);
+        parentOperator = new MutableObject<ILogicalOperator>(currentOperator);
+
+        // add assign and project operator on top of a join
+        // output variables
+        ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
+        Set<Entry<Byte, List<ExprNodeDesc>>> entries = exprMap.entrySet();
+        Iterator<Entry<Byte, List<ExprNodeDesc>>> iterator = entries.iterator();
+        while (iterator.hasNext()) {
+            List<ExprNodeDesc> outputExprs = iterator.next().getValue();
+            ILogicalOperator assignOperator = t.getAssignOperator(parentOperator, outputExprs, variables);
+
+            if (assignOperator != null) {
+                currentOperator = assignOperator;
+                parentOperator = new MutableObject<ILogicalOperator>(currentOperator);
+            }
+        }
+
+        ILogicalOperator po = new ProjectOperator(variables);
+        po.getInputs().add(parentOperator);
+        t.rewriteOperatorOutputSchema(variables, operator);
+        return po;
+    }
+
+    /**
+     * deal with reduce sink operator for the case of join
+     */
+    @Override
+    public Mutable<ILogicalOperator> visit(ReduceSinkOperator operator, Mutable<ILogicalOperator> parentOperator,
+            Translator t) {
+
+        Operator downStream = (Operator) operator.getChildOperators().get(0);
+        if (!(downStream instanceof JoinOperator))
+            return null;
+
+        ReduceSinkDesc desc = (ReduceSinkDesc) operator.getConf();
+        List<ExprNodeDesc> keys = desc.getKeyCols();
+        List<ExprNodeDesc> values = desc.getValueCols();
+        List<ExprNodeDesc> partitionCols = desc.getPartitionCols();
+
+        /**
+         * rewrite key, value, paritioncol expressions
+         */
+        for (ExprNodeDesc key : keys)
+            t.rewriteExpression(key);
+        for (ExprNodeDesc value : values)
+            t.rewriteExpression(value);
+        for (ExprNodeDesc col : partitionCols)
+            t.rewriteExpression(col);
+
+        ILogicalOperator currentOperator = null;
+
+        // add assign operator for keys if necessary
+        ArrayList<LogicalVariable> keyVariables = new ArrayList<LogicalVariable>();
+        ILogicalOperator assignOperator = t.getAssignOperator(parentOperator, keys, keyVariables);
+        if (assignOperator != null) {
+            currentOperator = assignOperator;
+            parentOperator = new MutableObject<ILogicalOperator>(currentOperator);
+        }
+
+        // add assign operator for values if necessary
+        ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
+        assignOperator = t.getAssignOperator(parentOperator, values, variables);
+        if (assignOperator != null) {
+            currentOperator = assignOperator;
+            parentOperator = new MutableObject<ILogicalOperator>(currentOperator);
+        }
+
+        // unified schema: key, value
+        ArrayList<LogicalVariable> unifiedKeyValues = new ArrayList<LogicalVariable>();
+        unifiedKeyValues.addAll(keyVariables);
+        for (LogicalVariable value : variables)
+            if (keyVariables.indexOf(value) < 0)
+                unifiedKeyValues.add(value);
+
+        // insert projection operator, it is a *must*,
+        // in hive, reduce sink sometimes also do the projection operator's
+        // task
+        currentOperator = new ProjectOperator(unifiedKeyValues);
+        currentOperator.getInputs().add(parentOperator);
+        parentOperator = new MutableObject<ILogicalOperator>(currentOperator);
+
+        reduceSinkToKeyVariables.put(operator, keyVariables);
+        List<String> fieldNames = new ArrayList<String>();
+        List<TypeInfo> types = new ArrayList<TypeInfo>();
+        for (LogicalVariable var : unifiedKeyValues) {
+            fieldNames.add(var.toString());
+            types.add(t.getType(var));
+        }
+        reduceSinkToFieldNames.put(operator, fieldNames);
+        reduceSinkToTypes.put(operator, types);
+        t.rewriteOperatorOutputSchema(variables, operator);
+
+        latestAlgebricksOperator = currentOperator;
+        latestReduceSink = operator;
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+
+    /**
+     * partial rewrite a join operator
+     * 
+     * @param operator
+     * @param t
+     */
+    private void translateJoinOperatorPreprocess(Operator operator, Translator t) {
+        JoinDesc desc = (JoinDesc) operator.getConf();
+        ReduceSinkDesc reduceSinkDesc = (ReduceSinkDesc) latestReduceSink.getConf();
+        int tag = reduceSinkDesc.getTag();
+
+        Map<Byte, List<ExprNodeDesc>> exprMap = desc.getExprs();
+        List<ExprNodeDesc> exprs = exprMap.get(Byte.valueOf((byte) tag));
+
+        for (ExprNodeDesc expr : exprs)
+            t.rewriteExpression(expr);
+
+        List<Operator> parents = operatorToHiveParents.get(operator);
+        if (parents == null) {
+            parents = new ArrayList<Operator>();
+            operatorToHiveParents.put(operator, parents);
+        }
+        parents.add(latestReduceSink);
+
+        List<ILogicalOperator> asterixParents = operatorToAsterixParents.get(operator);
+        if (asterixParents == null) {
+            asterixParents = new ArrayList<ILogicalOperator>();
+            operatorToAsterixParents.put(operator, asterixParents);
+        }
+        asterixParents.add(latestAlgebricksOperator);
+    }
+
+    // generate a join tree from a list of exchange/reducesink operator
+    // both exchanges and reduce sinks have the same order
+    private ILogicalOperator generateJoinTree(List<JoinCondDesc> conds, List<ILogicalOperator> exchanges,
+            List<Operator> reduceSinks, int offset, Translator t) {
+        // get a list of reduce sink descs (input descs)
+        int inputSize = reduceSinks.size() - offset;
+
+        if (inputSize == 2) {
+            ILogicalOperator currentRoot;
+
+            List<ReduceSinkDesc> reduceSinkDescs = new ArrayList<ReduceSinkDesc>();
+            for (int i = reduceSinks.size() - 1; i >= offset; i--)
+                reduceSinkDescs.add((ReduceSinkDesc) reduceSinks.get(i).getConf());
+
+            // get the object inspector for the join
+            List<String> fieldNames = new ArrayList<String>();
+            List<TypeInfo> types = new ArrayList<TypeInfo>();
+            for (int i = reduceSinks.size() - 1; i >= offset; i--) {
+                fieldNames.addAll(reduceSinkToFieldNames.get(reduceSinks.get(i)));
+                types.addAll(reduceSinkToTypes.get(reduceSinks.get(i)));
+            }
+
+            // get number of equality conjunctions in the final join condition
+            int size = reduceSinkDescs.get(0).getKeyCols().size();
+
+            // make up the join conditon expression
+            List<ExprNodeDesc> joinConditionChildren = new ArrayList<ExprNodeDesc>();
+            for (int i = 0; i < size; i++) {
+                // create a join key pair
+                List<ExprNodeDesc> keyPair = new ArrayList<ExprNodeDesc>();
+                for (ReduceSinkDesc sink : reduceSinkDescs) {
+                    keyPair.add(sink.getKeyCols().get(i));
+                }
+                // create a hive equal condition
+                ExprNodeDesc equality = new ExprNodeGenericFuncDesc(TypeInfoFactory.booleanTypeInfo,
+                        new GenericUDFOPEqual(), keyPair);
+                // add the equal condition to the conjunction list
+                joinConditionChildren.add(equality);
+            }
+            // get final conjunction expression
+            ExprNodeDesc conjunct = null;
+
+            if (joinConditionChildren.size() > 1)
+                conjunct = new ExprNodeGenericFuncDesc(TypeInfoFactory.booleanTypeInfo, new GenericUDFOPAnd(),
+                        joinConditionChildren);
+            else if (joinConditionChildren.size() == 1)
+                conjunct = joinConditionChildren.get(0);
+            else {
+                // there is no join equality condition, equal-join
+                conjunct = new ExprNodeConstantDesc(TypeInfoFactory.booleanTypeInfo, new Boolean(true));
+            }
+            // get an ILogicalExpression from hive's expression
+            Mutable<ILogicalExpression> expression = t.translateScalarFucntion(conjunct);
+
+            Mutable<ILogicalOperator> leftBranch = new MutableObject<ILogicalOperator>(
+                    exchanges.get(exchanges.size() - 1));
+            Mutable<ILogicalOperator> rightBranch = new MutableObject<ILogicalOperator>(
+                    exchanges.get(exchanges.size() - 2));
+            // get the join operator
+            if (conds.get(offset).getType() == JoinDesc.LEFT_OUTER_JOIN) {
+                currentRoot = new LeftOuterJoinOperator(expression);
+                Mutable<ILogicalOperator> temp = leftBranch;
+                leftBranch = rightBranch;
+                rightBranch = temp;
+            } else if (conds.get(offset).getType() == JoinDesc.RIGHT_OUTER_JOIN) {
+                currentRoot = new LeftOuterJoinOperator(expression);
+            } else
+                currentRoot = new InnerJoinOperator(expression);
+
+            currentRoot.getInputs().add(leftBranch);
+            currentRoot.getInputs().add(rightBranch);
+
+            // rewriteOperatorOutputSchema(variables, operator);
+            return currentRoot;
+        } else {
+            // get the child join operator and insert and one-to-one exchange
+            ILogicalOperator joinSrcOne = generateJoinTree(conds, exchanges, reduceSinks, offset + 1, t);
+            // joinSrcOne.addInput(childJoin);
+
+            ILogicalOperator currentRoot;
+
+            List<ReduceSinkDesc> reduceSinkDescs = new ArrayList<ReduceSinkDesc>();
+            for (int i = offset; i < offset + 2; i++)
+                reduceSinkDescs.add((ReduceSinkDesc) reduceSinks.get(i).getConf());
+
+            // get the object inspector for the join
+            List<String> fieldNames = new ArrayList<String>();
+            List<TypeInfo> types = new ArrayList<TypeInfo>();
+            for (int i = offset; i < reduceSinks.size(); i++) {
+                fieldNames.addAll(reduceSinkToFieldNames.get(reduceSinks.get(i)));
+                types.addAll(reduceSinkToTypes.get(reduceSinks.get(i)));
+            }
+
+            // get number of equality conjunctions in the final join condition
+            int size = reduceSinkDescs.get(0).getKeyCols().size();
+
+            // make up the join condition expression
+            List<ExprNodeDesc> joinConditionChildren = new ArrayList<ExprNodeDesc>();
+            for (int i = 0; i < size; i++) {
+                // create a join key pair
+                List<ExprNodeDesc> keyPair = new ArrayList<ExprNodeDesc>();
+                for (ReduceSinkDesc sink : reduceSinkDescs) {
+                    keyPair.add(sink.getKeyCols().get(i));
+                }
+                // create a hive equal condition
+                ExprNodeDesc equality = new ExprNodeGenericFuncDesc(TypeInfoFactory.booleanTypeInfo,
+                        new GenericUDFOPEqual(), keyPair);
+                // add the equal condition to the conjunction list
+                joinConditionChildren.add(equality);
+            }
+            // get final conjunction expression
+            ExprNodeDesc conjunct = null;
+
+            if (joinConditionChildren.size() > 1)
+                conjunct = new ExprNodeGenericFuncDesc(TypeInfoFactory.booleanTypeInfo, new GenericUDFOPAnd(),
+                        joinConditionChildren);
+            else if (joinConditionChildren.size() == 1)
+                conjunct = joinConditionChildren.get(0);
+            else {
+                // there is no join equality condition, full outer join
+                conjunct = new ExprNodeConstantDesc(TypeInfoFactory.booleanTypeInfo, new Boolean(true));
+            }
+            // get an ILogicalExpression from hive's expression
+            Mutable<ILogicalExpression> expression = t.translateScalarFucntion(conjunct);
+
+            Mutable<ILogicalOperator> leftBranch = new MutableObject<ILogicalOperator>(joinSrcOne);
+            Mutable<ILogicalOperator> rightBranch = new MutableObject<ILogicalOperator>(exchanges.get(offset));
+
+            // get the join operator
+            if (conds.get(offset).getType() == JoinDesc.LEFT_OUTER_JOIN) {
+                currentRoot = new LeftOuterJoinOperator(expression);
+                Mutable<ILogicalOperator> temp = leftBranch;
+                leftBranch = rightBranch;
+                rightBranch = temp;
+            } else if (conds.get(offset).getType() == JoinDesc.RIGHT_OUTER_JOIN) {
+                currentRoot = new LeftOuterJoinOperator(expression);
+            } else
+                currentRoot = new InnerJoinOperator(expression);
+
+            // set the inputs from Algebricks join operator
+            // add the current table
+            currentRoot.getInputs().add(leftBranch);
+            currentRoot.getInputs().add(rightBranch);
+
+            return currentRoot;
+        }
+    }
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LateralViewJoinVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LateralViewJoinVisitor.java
new file mode 100644
index 0000000..cc19364
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LateralViewJoinVisitor.java
@@ -0,0 +1,110 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.LateralViewJoinOperator;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.exec.UDTFOperator;
+import org.apache.hadoop.hive.ql.plan.UDTFDesc;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+
+/**
+ * The lateral view join operator is used for FROM src LATERAL VIEW udtf()...
+ * This operator was implemented with the following operator DAG in mind.
+ * For a query such as
+ * SELECT pageid, adid.* FROM example_table LATERAL VIEW explode(adid_list) AS
+ * adid
+ * The top of the operator DAG will look similar to
+ * [Table Scan] | [Lateral View Forward] / \ [Select](*) [Select](adid_list) | |
+ * | [UDTF] (explode) \ / [Lateral View Join] | | [Select] (pageid, adid.*) |
+ * ....
+ * Rows from the table scan operator are first to a lateral view forward
+ * operator that just forwards the row and marks the start of a LV. The select
+ * operator on the left picks all the columns while the select operator on the
+ * right picks only the columns needed by the UDTF.
+ * The output of select in the left branch and output of the UDTF in the right
+ * branch are then sent to the lateral view join (LVJ). In most cases, the UDTF
+ * will generate > 1 row for every row received from the TS, while the left
+ * select operator will generate only one. For each row output from the TS, the
+ * LVJ outputs all possible rows that can be created by joining the row from the
+ * left select and one of the rows output from the UDTF.
+ * Additional lateral views can be supported by adding a similar DAG after the
+ * previous LVJ operator.
+ */
+
+@SuppressWarnings("rawtypes")
+public class LateralViewJoinVisitor extends DefaultVisitor {
+
+    private UDTFDesc udtf;
+
+    private List<Mutable<ILogicalOperator>> parents = new ArrayList<Mutable<ILogicalOperator>>();
+
+    @Override
+    public Mutable<ILogicalOperator> visit(LateralViewJoinOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException {
+
+        parents.add(AlgebricksParentOperatorRef);
+        if (operator.getParentOperators().size() > parents.size()) {
+            return null;
+        }
+
+        Operator parent0 = operator.getParentOperators().get(0);
+        ILogicalOperator parentOperator;
+        ILogicalExpression unnestArg;
+        if (parent0 instanceof UDTFOperator) {
+            List<LogicalVariable> unnestVars = new ArrayList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(parents.get(1).getValue(), unnestVars);
+            unnestArg = new VariableReferenceExpression(unnestVars.get(0));
+            parentOperator = parents.get(1).getValue();
+        } else {
+            List<LogicalVariable> unnestVars = new ArrayList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(parents.get(0).getValue(), unnestVars);
+            unnestArg = new VariableReferenceExpression(unnestVars.get(0));
+            parentOperator = parents.get(0).getValue();
+        }
+
+        LogicalVariable var = t.getVariable(udtf.toString(), TypeInfoFactory.unknownTypeInfo);
+
+        Mutable<ILogicalExpression> unnestExpr = t.translateUnnestFunction(udtf, new MutableObject<ILogicalExpression>(
+                unnestArg));
+        ILogicalOperator currentOperator = new UnnestOperator(var, unnestExpr);
+
+        List<LogicalVariable> outputVars = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(parentOperator, outputVars);
+        outputVars.add(var);
+        currentOperator.getInputs().add(new MutableObject<ILogicalOperator>(parentOperator));
+
+        parents.clear();
+        udtf = null;
+        t.rewriteOperatorOutputSchema(outputVars, operator);
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(UDTFOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
+        Schema currentSchema = t.generateInputSchema(operator.getParentOperators().get(0));
+        udtf = (UDTFDesc) operator.getConf();
+
+        // populate the schema from upstream operator
+        operator.setSchema(operator.getParentOperators().get(0).getSchema());
+        List<LogicalVariable> latestOutputSchema = t.getVariablesFromSchema(currentSchema);
+        t.rewriteOperatorOutputSchema(latestOutputSchema, operator);
+        return null;
+    }
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LimitVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LimitVisitor.java
new file mode 100644
index 0000000..cc10f8f
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LimitVisitor.java
@@ -0,0 +1,41 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.LimitOperator;
+import org.apache.hadoop.hive.ql.plan.LimitDesc;
+
+import edu.uci.ics.hivesterix.logical.expression.HivesterixConstantValue;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+
+public class LimitVisitor extends DefaultVisitor {
+
+    @Override
+    public Mutable<ILogicalOperator> visit(LimitOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
+        Schema currentSchema = t.generateInputSchema(operator.getParentOperators().get(0));
+
+        LimitDesc desc = (LimitDesc) operator.getConf();
+        int limit = desc.getLimit();
+        Integer limitValue = new Integer(limit);
+
+        ILogicalExpression expr = new ConstantExpression(new HivesterixConstantValue(limitValue));
+        ILogicalOperator currentOperator = new edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.LimitOperator(
+                expr, true);
+        currentOperator.getInputs().add(AlgebricksParentOperatorRef);
+
+        operator.setSchema(operator.getParentOperators().get(0).getSchema());
+        List<LogicalVariable> latestOutputSchema = t.getVariablesFromSchema(currentSchema);
+        t.rewriteOperatorOutputSchema(latestOutputSchema, operator);
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/MapJoinVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/MapJoinVisitor.java
new file mode 100644
index 0000000..4aba6a4
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/MapJoinVisitor.java
@@ -0,0 +1,171 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.ColumnInfo;
+import org.apache.hadoop.hive.ql.exec.MapJoinOperator;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
+import org.apache.hadoop.hive.ql.plan.MapJoinDesc;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDFOPAnd;
+import org.apache.hadoop.hive.ql.udf.generic.GenericUDFOPEqual;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+
+@SuppressWarnings("rawtypes")
+public class MapJoinVisitor extends DefaultVisitor {
+
+    /**
+     * map a join operator (in hive) to its parent operators (in asterix)
+     */
+    private HashMap<Operator, List<Mutable<ILogicalOperator>>> opMap = new HashMap<Operator, List<Mutable<ILogicalOperator>>>();
+
+    @Override
+    public Mutable<ILogicalOperator> visit(MapJoinOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
+        List<Operator<? extends Serializable>> joinSrc = operator.getParentOperators();
+        List<Mutable<ILogicalOperator>> parents = opMap.get(operator);
+        if (parents == null) {
+            parents = new ArrayList<Mutable<ILogicalOperator>>();
+            opMap.put(operator, parents);
+        }
+        parents.add(AlgebricksParentOperatorRef);
+        if (joinSrc.size() != parents.size())
+            return null;
+
+        ILogicalOperator currentOperator;
+        // make an map join operator
+        // TODO: will have trouble for n-way joins
+        MapJoinDesc joinDesc = (MapJoinDesc) operator.getConf();
+
+        Map<Byte, List<ExprNodeDesc>> keyMap = joinDesc.getKeys();
+        // get the projection expression (already re-written) from each source
+        // table
+        Map<Byte, List<ExprNodeDesc>> exprMap = joinDesc.getExprs();
+
+        int inputSize = operator.getParentOperators().size();
+        // get a list of reduce sink descs (input descs)
+
+        // get the parent operator
+        List<Mutable<ILogicalOperator>> parentOps = parents;
+
+        List<String> fieldNames = new ArrayList<String>();
+        List<TypeInfo> types = new ArrayList<TypeInfo>();
+        for (Operator ts : joinSrc) {
+            List<ColumnInfo> columns = ts.getSchema().getSignature();
+            for (ColumnInfo col : columns) {
+                fieldNames.add(col.getInternalName());
+                types.add(col.getType());
+            }
+        }
+
+        // get number of equality conjunctions in the final join condition
+        Set<Entry<Byte, List<ExprNodeDesc>>> keyEntries = keyMap.entrySet();
+        Iterator<Entry<Byte, List<ExprNodeDesc>>> entry = keyEntries.iterator();
+
+        int size = 0;
+        if (entry.hasNext())
+            size = entry.next().getValue().size();
+
+        // make up the join conditon expression
+        List<ExprNodeDesc> joinConditionChildren = new ArrayList<ExprNodeDesc>();
+        for (int i = 0; i < size; i++) {
+            // create a join key pair
+            List<ExprNodeDesc> keyPair = new ArrayList<ExprNodeDesc>();
+            for (int j = 0; j < inputSize; j++) {
+                keyPair.add(keyMap.get(Byte.valueOf((byte) j)).get(i));
+            }
+            // create a hive equal condition
+            ExprNodeDesc equality = new ExprNodeGenericFuncDesc(TypeInfoFactory.booleanTypeInfo,
+                    new GenericUDFOPEqual(), keyPair);
+            // add the equal condition to the conjunction list
+            joinConditionChildren.add(equality);
+        }
+        // get final conjunction expression
+        ExprNodeDesc conjunct = null;
+
+        if (joinConditionChildren.size() > 1)
+            conjunct = new ExprNodeGenericFuncDesc(TypeInfoFactory.booleanTypeInfo, new GenericUDFOPAnd(),
+                    joinConditionChildren);
+        else if (joinConditionChildren.size() == 1)
+            conjunct = joinConditionChildren.get(0);
+        else {
+            // there is no join equality condition, full outer join
+            conjunct = new ExprNodeConstantDesc(TypeInfoFactory.booleanTypeInfo, new Boolean(true));
+        }
+        // get an ILogicalExpression from hive's expression
+        Mutable<ILogicalExpression> expression = t.translateScalarFucntion(conjunct);
+
+        ArrayList<LogicalVariable> left = new ArrayList<LogicalVariable>();
+        ArrayList<LogicalVariable> right = new ArrayList<LogicalVariable>();
+
+        Set<Entry<Byte, List<ExprNodeDesc>>> kentries = keyMap.entrySet();
+        Iterator<Entry<Byte, List<ExprNodeDesc>>> kiterator = kentries.iterator();
+        int iteration = 0;
+        ILogicalOperator assignOperator = null;
+        while (kiterator.hasNext()) {
+            List<ExprNodeDesc> outputExprs = kiterator.next().getValue();
+
+            if (iteration == 0)
+                assignOperator = t.getAssignOperator(AlgebricksParentOperatorRef, outputExprs, left);
+            else
+                assignOperator = t.getAssignOperator(AlgebricksParentOperatorRef, outputExprs, right);
+
+            if (assignOperator != null) {
+                currentOperator = assignOperator;
+                AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(currentOperator);
+            }
+            iteration++;
+        }
+
+        List<Mutable<ILogicalOperator>> inputs = parentOps;
+
+        // get the join operator
+        currentOperator = new InnerJoinOperator(expression);
+
+        // set the inputs from asterix join operator
+        for (Mutable<ILogicalOperator> input : inputs)
+            currentOperator.getInputs().add(input);
+        AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(currentOperator);
+
+        // add assign and project operator
+        // output variables
+        ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
+        Set<Entry<Byte, List<ExprNodeDesc>>> entries = exprMap.entrySet();
+        Iterator<Entry<Byte, List<ExprNodeDesc>>> iterator = entries.iterator();
+        while (iterator.hasNext()) {
+            List<ExprNodeDesc> outputExprs = iterator.next().getValue();
+            assignOperator = t.getAssignOperator(AlgebricksParentOperatorRef, outputExprs, variables);
+
+            if (assignOperator != null) {
+                currentOperator = assignOperator;
+                AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(currentOperator);
+            }
+        }
+
+        currentOperator = new ProjectOperator(variables);
+        currentOperator.getInputs().add(AlgebricksParentOperatorRef);
+        t.rewriteOperatorOutputSchema(variables, operator);
+        // opMap.clear();
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ProjectVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ProjectVisitor.java
new file mode 100644
index 0000000..eb0922f
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ProjectVisitor.java
@@ -0,0 +1,56 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.SelectOperator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.plan.SelectDesc;
+
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+
+public class ProjectVisitor extends DefaultVisitor {
+
+    /**
+     * translate project operator
+     */
+    @Override
+    public Mutable<ILogicalOperator> visit(SelectOperator operator, Mutable<ILogicalOperator> AlgebricksParentOperator,
+            Translator t) {
+
+        SelectDesc desc = (SelectDesc) operator.getConf();
+
+        if (desc == null)
+            return null;
+
+        List<ExprNodeDesc> cols = desc.getColList();
+
+        if (cols == null)
+            return null;
+
+        // insert assign operator if necessary
+        ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
+
+        for (ExprNodeDesc expr : cols)
+            t.rewriteExpression(expr);
+
+        ILogicalOperator assignOp = t.getAssignOperator(AlgebricksParentOperator, cols, variables);
+        ILogicalOperator currentOperator = null;
+        if (assignOp != null) {
+            currentOperator = assignOp;
+            AlgebricksParentOperator = new MutableObject<ILogicalOperator>(currentOperator);
+        }
+
+        currentOperator = new ProjectOperator(variables);
+        currentOperator.getInputs().add(AlgebricksParentOperator);
+        t.rewriteOperatorOutputSchema(variables, operator);
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/SortVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/SortVisitor.java
new file mode 100644
index 0000000..325b632
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/SortVisitor.java
@@ -0,0 +1,113 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.ExtractOperator;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.plan.ReduceSinkDesc;
+
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import edu.uci.ics.hyracks.algebricks.core.algebra.properties.OrderColumn;
+
+public class SortVisitor extends DefaultVisitor {
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public Mutable<ILogicalOperator> visit(ReduceSinkOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException {
+        ReduceSinkDesc desc = (ReduceSinkDesc) operator.getConf();
+        Operator downStream = (Operator) operator.getChildOperators().get(0);
+        List<ExprNodeDesc> keys = desc.getKeyCols();
+        if (!(downStream instanceof ExtractOperator && desc.getNumReducers() == 1 && keys.size() > 0)) {
+            return null;
+        }
+
+        List<ExprNodeDesc> schema = new ArrayList<ExprNodeDesc>();
+        List<ExprNodeDesc> values = desc.getValueCols();
+        List<ExprNodeDesc> partitionCols = desc.getPartitionCols();
+        for (ExprNodeDesc key : keys) {
+            t.rewriteExpression(key);
+        }
+        for (ExprNodeDesc value : values) {
+            t.rewriteExpression(value);
+        }
+        for (ExprNodeDesc col : partitionCols) {
+            t.rewriteExpression(col);
+        }
+
+        // add a order-by operator and limit if any
+        List<Pair<IOrder, Mutable<ILogicalExpression>>> pairs = new ArrayList<Pair<IOrder, Mutable<ILogicalExpression>>>();
+        char[] orders = desc.getOrder().toCharArray();
+        int i = 0;
+        for (ExprNodeDesc key : keys) {
+            Mutable<ILogicalExpression> expr = t.translateScalarFucntion(key);
+            IOrder order = orders[i] == '+' ? OrderOperator.ASC_ORDER : OrderOperator.DESC_ORDER;
+
+            Pair<IOrder, Mutable<ILogicalExpression>> pair = new Pair<IOrder, Mutable<ILogicalExpression>>(order, expr);
+            pairs.add(pair);
+            i++;
+        }
+
+        // get input variables
+        ArrayList<LogicalVariable> inputVariables = new ArrayList<LogicalVariable>();
+        VariableUtilities.getProducedVariables(AlgebricksParentOperatorRef.getValue(), inputVariables);
+
+        ArrayList<LogicalVariable> keyVariables = new ArrayList<LogicalVariable>();
+        ILogicalOperator currentOperator;
+        ILogicalOperator assignOp = t.getAssignOperator(AlgebricksParentOperatorRef, keys, keyVariables);
+        if (assignOp != null) {
+            currentOperator = assignOp;
+            AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(currentOperator);
+        }
+
+        OrderColumn[] keyColumns = new OrderColumn[keyVariables.size()];
+
+        for (int j = 0; j < keyColumns.length; j++)
+            keyColumns[j] = new OrderColumn(keyVariables.get(j), pairs.get(j).first.getKind());
+
+        // handle order operator
+        currentOperator = new OrderOperator(pairs);
+        currentOperator.getInputs().add(AlgebricksParentOperatorRef);
+        AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(currentOperator);
+
+        // project back, remove generated sort-key columns if any
+        if (assignOp != null) {
+            currentOperator = new ProjectOperator(inputVariables);
+            currentOperator.getInputs().add(AlgebricksParentOperatorRef);
+            AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(currentOperator);
+        }
+
+        /**
+         * a special rule for hive's order by output schema of reduce sink
+         * operator only contains the columns
+         */
+        for (ExprNodeDesc value : values) {
+            schema.add(value);
+        }
+
+        ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
+        ILogicalOperator assignOperator = t.getAssignOperator(AlgebricksParentOperatorRef, schema, variables);
+        t.rewriteOperatorOutputSchema(variables, operator);
+
+        if (assignOperator != null) {
+            currentOperator = assignOperator;
+            AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(currentOperator);
+        }
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/TableScanWriteVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/TableScanWriteVisitor.java
new file mode 100644
index 0000000..3af1832
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/TableScanWriteVisitor.java
@@ -0,0 +1,135 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.ColumnInfo;
+import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
+import org.apache.hadoop.hive.ql.exec.TableScanOperator;
+import org.apache.hadoop.hive.ql.plan.PartitionDesc;
+import org.apache.hadoop.hive.ql.plan.TableScanDesc;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hivesterix.runtime.jobgen.HiveDataSink;
+import edu.uci.ics.hivesterix.runtime.jobgen.HiveDataSource;
+import edu.uci.ics.hivesterix.runtime.jobgen.HiveMetaDataProvider;
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+
+public class TableScanWriteVisitor extends DefaultVisitor {
+
+    /**
+     * map from alias to partition desc
+     */
+    private HashMap<String, PartitionDesc> aliasToPathMap;
+
+    /**
+     * map from partition desc to data source
+     */
+    private HashMap<PartitionDesc, IDataSource<PartitionDesc>> dataSourceMap = new HashMap<PartitionDesc, IDataSource<PartitionDesc>>();
+
+    /**
+     * constructor
+     * 
+     * @param aliasToPathMap
+     */
+    public TableScanWriteVisitor(HashMap<String, PartitionDesc> aliasToPathMap) {
+        this.aliasToPathMap = aliasToPathMap;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(TableScanOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        TableScanDesc desc = (TableScanDesc) operator.getConf();
+        if (desc == null) {
+            List<LogicalVariable> schema = new ArrayList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(AlgebricksParentOperator.getValue(), schema);
+            t.rewriteOperatorOutputSchema(schema, operator);
+            return null;
+        }
+
+        List<ColumnInfo> columns = operator.getSchema().getSignature();
+        for (int i = columns.size() - 1; i >= 0; i--)
+            if (columns.get(i).getIsVirtualCol() == true)
+                columns.remove(i);
+
+        // start with empty tuple operator
+        List<TypeInfo> types = new ArrayList<TypeInfo>();
+        ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
+        List<String> names = new ArrayList<String>();
+        for (ColumnInfo column : columns) {
+            types.add(column.getType());
+
+            LogicalVariable var = t.getVariableFromFieldName(column.getTabAlias() + "." + column.getInternalName());
+            LogicalVariable varNew;
+
+            if (var != null) {
+                varNew = t.getVariable(column.getTabAlias() + "." + column.getInternalName() + operator.toString(),
+                        column.getType());
+                t.replaceVariable(var, varNew);
+                var = varNew;
+            } else
+                var = t.getNewVariable(column.getTabAlias() + "." + column.getInternalName(), column.getType());
+
+            variables.add(var);
+            names.add(column.getInternalName());
+        }
+        Schema currentSchema = new Schema(names, types);
+
+        String alias = desc.getAlias();
+        PartitionDesc partDesc = aliasToPathMap.get(alias);
+        IDataSource<PartitionDesc> dataSource = new HiveDataSource<PartitionDesc>(partDesc, currentSchema.getSchema());
+        ILogicalOperator currentOperator = new DataSourceScanOperator(variables, dataSource);
+
+        // set empty tuple source operator
+        ILogicalOperator ets = new EmptyTupleSourceOperator();
+        currentOperator.getInputs().add(new MutableObject<ILogicalOperator>(ets));
+
+        // setup data source
+        dataSourceMap.put(partDesc, dataSource);
+        t.rewriteOperatorOutputSchema(variables, operator);
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(FileSinkOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) {
+
+        if (hiveOperator.getChildOperators() != null && hiveOperator.getChildOperators().size() > 0)
+            return null;
+
+        Schema currentSchema = t.generateInputSchema(hiveOperator.getParentOperators().get(0));
+
+        IDataSink sink = new HiveDataSink(hiveOperator, currentSchema.getSchema());
+        List<Mutable<ILogicalExpression>> exprList = new ArrayList<Mutable<ILogicalExpression>>();
+        for (String column : currentSchema.getNames()) {
+            exprList.add(new MutableObject<ILogicalExpression>(new VariableReferenceExpression(t.getVariable(column))));
+        }
+
+        ILogicalOperator currentOperator = new WriteOperator(exprList, sink);
+        if (AlgebricksParentOperator != null) {
+            currentOperator.getInputs().add(AlgebricksParentOperator);
+        }
+
+        IMetadataProvider<PartitionDesc, Object> metaData = new HiveMetaDataProvider<PartitionDesc, Object>(
+                hiveOperator, currentSchema, dataSourceMap);
+        t.setMetadataProvider(metaData);
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/UnionVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/UnionVisitor.java
new file mode 100644
index 0000000..96b9463
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/UnionVisitor.java
@@ -0,0 +1,62 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hadoop.hive.ql.exec.UnionOperator;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
+
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
+import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Triple;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+
+public class UnionVisitor extends DefaultVisitor {
+
+    List<Mutable<ILogicalOperator>> parents = new ArrayList<Mutable<ILogicalOperator>>();
+
+    @Override
+    public Mutable<ILogicalOperator> visit(UnionOperator operator, Mutable<ILogicalOperator> AlgebricksParentOperator,
+            Translator t) throws AlgebricksException {
+
+        parents.add(AlgebricksParentOperator);
+        if (operator.getParentOperators().size() > parents.size()) {
+            return null;
+        }
+
+        List<LogicalVariable> leftVars = new ArrayList<LogicalVariable>();
+        List<LogicalVariable> rightVars = new ArrayList<LogicalVariable>();
+
+        VariableUtilities.getUsedVariables(parents.get(0).getValue(), leftVars);
+        VariableUtilities.getUsedVariables(parents.get(1).getValue(), rightVars);
+
+        List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> triples = new ArrayList<Triple<LogicalVariable, LogicalVariable, LogicalVariable>>();
+        List<LogicalVariable> unionVars = new ArrayList<LogicalVariable>();
+
+        for (int i = 0; i < leftVars.size(); i++) {
+            LogicalVariable unionVar = t.getVariable(
+                    leftVars.get(i).getId() + "union" + AlgebricksParentOperator.hashCode(),
+                    TypeInfoFactory.unknownTypeInfo);
+            unionVars.add(unionVar);
+            Triple<LogicalVariable, LogicalVariable, LogicalVariable> triple = new Triple<LogicalVariable, LogicalVariable, LogicalVariable>(
+                    leftVars.get(i), rightVars.get(i), unionVar);
+            t.replaceVariable(leftVars.get(i), unionVar);
+            t.replaceVariable(rightVars.get(i), unionVar);
+            triples.add(triple);
+        }
+        ILogicalOperator currentOperator = new edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator(
+                triples);
+        for (Mutable<ILogicalOperator> parent : parents)
+            currentOperator.getInputs().add(parent);
+
+        t.rewriteOperatorOutputSchema(unionVars, operator);
+        parents.clear();
+        return new MutableObject<ILogicalOperator>(currentOperator);
+    }
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/DefaultVisitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/DefaultVisitor.java
new file mode 100644
index 0000000..d298553
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/DefaultVisitor.java
@@ -0,0 +1,145 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor.base;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hadoop.hive.ql.exec.CollectOperator;
+import org.apache.hadoop.hive.ql.exec.ExtractOperator;
+import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
+import org.apache.hadoop.hive.ql.exec.FilterOperator;
+import org.apache.hadoop.hive.ql.exec.ForwardOperator;
+import org.apache.hadoop.hive.ql.exec.GroupByOperator;
+import org.apache.hadoop.hive.ql.exec.JoinOperator;
+import org.apache.hadoop.hive.ql.exec.LateralViewForwardOperator;
+import org.apache.hadoop.hive.ql.exec.LateralViewJoinOperator;
+import org.apache.hadoop.hive.ql.exec.LimitOperator;
+import org.apache.hadoop.hive.ql.exec.MapJoinOperator;
+import org.apache.hadoop.hive.ql.exec.MapOperator;
+import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
+import org.apache.hadoop.hive.ql.exec.SMBMapJoinOperator;
+import org.apache.hadoop.hive.ql.exec.ScriptOperator;
+import org.apache.hadoop.hive.ql.exec.SelectOperator;
+import org.apache.hadoop.hive.ql.exec.TableScanOperator;
+import org.apache.hadoop.hive.ql.exec.UDTFOperator;
+import org.apache.hadoop.hive.ql.exec.UnionOperator;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+
+/**
+ * a default empty implementation of visitor
+ * 
+ * @author yingyib
+ */
+public class DefaultVisitor implements Visitor {
+
+    @Override
+    public Mutable<ILogicalOperator> visit(CollectOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(JoinOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(ExtractOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(MapJoinOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(SMBMapJoinOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    public Mutable<ILogicalOperator> visit(FileSinkOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    public Mutable<ILogicalOperator> visit(ReduceSinkOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(FilterOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(ForwardOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(GroupByOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(LateralViewForwardOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(LateralViewJoinOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(LimitOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(MapOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(ScriptOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(SelectOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(TableScanOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(UDTFOperator operator, Mutable<ILogicalOperator> AlgebricksParentOperator,
+            Translator t) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Mutable<ILogicalOperator> visit(UnionOperator operator, Mutable<ILogicalOperator> AlgebricksParentOperator,
+            Translator t) throws AlgebricksException {
+        return null;
+    }
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Translator.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Translator.java
new file mode 100644
index 0000000..8aa139a
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Translator.java
@@ -0,0 +1,170 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor.base;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hadoop.hive.ql.exec.Operator;
+import org.apache.hadoop.hive.ql.plan.AggregationDesc;
+import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
+import org.apache.hadoop.hive.ql.plan.PartitionDesc;
+import org.apache.hadoop.hive.ql.plan.UDTFDesc;
+import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
+
+import edu.uci.ics.hivesterix.runtime.jobgen.Schema;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+@SuppressWarnings("rawtypes")
+public interface Translator {
+
+    /**
+     * generate input schema
+     * 
+     * @param operator
+     * @return
+     */
+    public Schema generateInputSchema(Operator operator);
+
+    /**
+     * rewrite the names of output columns for feture expression evaluators to
+     * use
+     * 
+     * @param operator
+     */
+    public void rewriteOperatorOutputSchema(List<LogicalVariable> vars, Operator operator);
+
+    /**
+     * rewrite the names of output columns for feture expression evaluators to
+     * use
+     * 
+     * @param operator
+     */
+    public void rewriteOperatorOutputSchema(Operator operator);
+
+    /**
+     * rewrite an expression and substitute variables
+     * 
+     * @param expr
+     *            hive expression
+     */
+    public void rewriteExpression(ExprNodeDesc expr);
+
+    /**
+     * rewrite an expression and substitute variables
+     * 
+     * @param expr
+     *            hive expression
+     */
+    public void rewriteExpressionPartial(ExprNodeDesc expr);
+
+    /**
+     * get an assign operator as a child of parent
+     * 
+     * @param parent
+     * @param cols
+     * @param variables
+     * @return
+     */
+    public ILogicalOperator getAssignOperator(Mutable<ILogicalOperator> parent, List<ExprNodeDesc> cols,
+            ArrayList<LogicalVariable> variables);
+
+    /**
+     * get type for a logical variable
+     * 
+     * @param var
+     * @return type info
+     */
+    public TypeInfo getType(LogicalVariable var);
+
+    /**
+     * translate an expression from hive to Algebricks
+     * 
+     * @param desc
+     * @return
+     */
+    public Mutable<ILogicalExpression> translateScalarFucntion(ExprNodeDesc desc);
+
+    /**
+     * translate an aggregation from hive to Algebricks
+     * 
+     * @param aggregateDesc
+     * @return
+     */
+    public Mutable<ILogicalExpression> translateAggregation(AggregationDesc aggregateDesc);
+
+    /**
+     * translate unnesting (UDTF) function expression
+     * 
+     * @param aggregator
+     * @return
+     */
+    public Mutable<ILogicalExpression> translateUnnestFunction(UDTFDesc udtfDesc, Mutable<ILogicalExpression> argument);
+
+    /**
+     * get variable from a schema
+     * 
+     * @param schema
+     * @return
+     */
+    public List<LogicalVariable> getVariablesFromSchema(Schema schema);
+
+    /**
+     * get variable from name
+     * 
+     * @param name
+     * @return
+     */
+    public LogicalVariable getVariable(String name);
+
+    /**
+     * get variable from field name
+     * 
+     * @param name
+     * @return
+     */
+    public LogicalVariable getVariableFromFieldName(String name);
+
+    /**
+     * get variable from name, type
+     * 
+     * @param fieldName
+     * @param type
+     * @return
+     */
+    public LogicalVariable getVariable(String fieldName, TypeInfo type);
+
+    /**
+     * get new variable from name, type
+     * 
+     * @param fieldName
+     * @param type
+     * @return
+     */
+    public LogicalVariable getNewVariable(String fieldName, TypeInfo type);
+
+    /**
+     * set the metadata provider
+     * 
+     * @param metadata
+     */
+    public void setMetadataProvider(IMetadataProvider<PartitionDesc, Object> metadata);
+
+    /**
+     * get the metadata provider
+     * 
+     * @param metadata
+     */
+    public IMetadataProvider<PartitionDesc, Object> getMetadataProvider();
+
+    /**
+     * replace the variable
+     * 
+     * @param oldVar
+     * @param newVar
+     */
+    public void replaceVariable(LogicalVariable oldVar, LogicalVariable newVar);
+
+}
diff --git a/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Visitor.java b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Visitor.java
new file mode 100644
index 0000000..11ae357
--- /dev/null
+++ b/hivesterix/hivesterix-translator/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Visitor.java
@@ -0,0 +1,85 @@
+package edu.uci.ics.hivesterix.logical.plan.visitor.base;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hadoop.hive.ql.exec.CollectOperator;
+import org.apache.hadoop.hive.ql.exec.ExtractOperator;
+import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
+import org.apache.hadoop.hive.ql.exec.FilterOperator;
+import org.apache.hadoop.hive.ql.exec.ForwardOperator;
+import org.apache.hadoop.hive.ql.exec.GroupByOperator;
+import org.apache.hadoop.hive.ql.exec.JoinOperator;
+import org.apache.hadoop.hive.ql.exec.LateralViewForwardOperator;
+import org.apache.hadoop.hive.ql.exec.LateralViewJoinOperator;
+import org.apache.hadoop.hive.ql.exec.LimitOperator;
+import org.apache.hadoop.hive.ql.exec.MapJoinOperator;
+import org.apache.hadoop.hive.ql.exec.MapOperator;
+import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
+import org.apache.hadoop.hive.ql.exec.SMBMapJoinOperator;
+import org.apache.hadoop.hive.ql.exec.ScriptOperator;
+import org.apache.hadoop.hive.ql.exec.SelectOperator;
+import org.apache.hadoop.hive.ql.exec.TableScanOperator;
+import org.apache.hadoop.hive.ql.exec.UDTFOperator;
+import org.apache.hadoop.hive.ql.exec.UnionOperator;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+
+public interface Visitor {
+
+    public Mutable<ILogicalOperator> visit(CollectOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(JoinOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(ExtractOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(MapJoinOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(SMBMapJoinOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(FilterOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(ForwardOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(GroupByOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(LateralViewForwardOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(LateralViewJoinOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(LimitOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(MapOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(ScriptOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(SelectOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(TableScanOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(FileSinkOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(ReduceSinkOperator hiveOperator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(UDTFOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+
+    public Mutable<ILogicalOperator> visit(UnionOperator operator,
+            Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) throws AlgebricksException;
+}
diff --git a/hivesterix/pom.xml b/hivesterix/pom.xml
index cf9c4b5..00d008a 100644
--- a/hivesterix/pom.xml
+++ b/hivesterix/pom.xml
@@ -1,557 +1,138 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-	<modelVersion>4.0.0</modelVersion>
-	<groupId>edu.uci.ics.hivesterix</groupId>
-	<artifactId>hivesterix</artifactId>
-	<version>0.2.3-SNAPSHOT</version>
- 	<name>hivesterix</name>
-	<dependencies>
-		<dependency>
-			<groupId>javax.servlet</groupId>
-			<artifactId>servlet-api</artifactId>
-			<version>2.5</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>junit</groupId>
-			<artifactId>junit</artifactId>
-			<version>4.8.1</version>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>args4j</groupId>
-			<artifactId>args4j</artifactId>
-			<version>2.0.12</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.json</groupId>
-			<artifactId>json</artifactId>
-			<version>20090211</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.eclipse.jetty</groupId>
-			<artifactId>jetty-server</artifactId>
-			<version>8.0.0.M1</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.eclipse.jetty</groupId>
-			<artifactId>jetty-servlet</artifactId>
-			<version>8.0.0.M1</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-core</artifactId>
-			<version>0.20.2</version>
-		</dependency>
-		<dependency>
-			<groupId>jline</groupId>
-			<artifactId>jline</artifactId>
-			<version>0.9.94</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.datanucleus</groupId>
-			<artifactId>datanucleus-core</artifactId>
-			<version>2.0.3</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.datanucleus</groupId>
-			<artifactId>datanucleus-connectionpool</artifactId>
-			<version>2.0.3</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.datanucleus</groupId>
-			<artifactId>datanucleus-enhancer</artifactId>
-			<version>2.0.3</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.datanucleus</groupId>
-			<artifactId>datanucleus-rdbms</artifactId>
-			<version>2.0.3</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>commons-dbcp</groupId>
-			<artifactId>commons-dbcp</artifactId>
-			<version>1.4</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>commons-pool</groupId>
-			<artifactId>commons-pool</artifactId>
-			<version>1.5.4</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>commons-collections</groupId>
-			<artifactId>commons-collections</artifactId>
-			<version>3.2.1</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>commons-lang</groupId>
-			<artifactId>commons-lang</artifactId>
-			<version>2.4</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>javax</groupId>
-			<artifactId>jdo2-api</artifactId>
-			<version>2.3-ec</version>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>com.facebook</groupId>
-			<artifactId>libfb303</artifactId>
-			<version>0.5.0</version>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.thrift</groupId>
-			<artifactId>libthrift</artifactId>
-			<version>0.5.0</version>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.commons</groupId>
-			<artifactId>cli</artifactId>
-			<version>1.2</version>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache</groupId>
-			<artifactId>log4j</artifactId>
-			<version>1.2.15</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.antlr</groupId>
-			<artifactId>antlr-runtime</artifactId>
-			<version>3.0.1</version>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop.hive</groupId>
-			<artifactId>hive-cli</artifactId>
-			<version>0.7.0</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop.hive</groupId>
-			<artifactId>hive-common</artifactId>
-			<version>0.7.0</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop.hive</groupId>
-			<artifactId>hive-exec</artifactId>
-			<version>0.7.0</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop.hive</groupId>
-			<artifactId>hive-hwi</artifactId>
-			<version>0.7.0</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop.hive</groupId>
-			<artifactId>hive-jdbc</artifactId>
-			<version>0.7.0</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop.hive</groupId>
-			<artifactId>hive-metastore</artifactId>
-			<version>0.7.0</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop.hive</groupId>
-			<artifactId>hive-service</artifactId>
-			<version>0.7.0</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop.hive</groupId>
-			<artifactId>hive-shims</artifactId>
-			<version>0.7.0</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop.hive</groupId>
-			<artifactId>hive-serde</artifactId>
-			<version>0.7.0</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.slf4j</groupId>
-			<artifactId>slf4j-api</artifactId>
-			<version>1.6.1</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>commons-cli</groupId>
-			<artifactId>commons-cli</artifactId>
-			<version>1.2</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.slf4j</groupId>
-			<artifactId>slf4j-log4j12</artifactId>
-			<version>1.6.1</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-test</artifactId>
-			<version>0.20.2</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>commons-logging</groupId>
-			<artifactId>commons-logging</artifactId>
-			<version>1.1.1</version>
-			<type>jar</type>
-			<classifier>api</classifier>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>com.google.guava</groupId>
-			<artifactId>guava</artifactId>
-			<version>r06</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.antlr</groupId>
-			<artifactId>stringtemplate</artifactId>
-			<version>3.2</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.derby</groupId>
-			<artifactId>derby</artifactId>
-			<version>10.8.1.2</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hbase</groupId>
-			<artifactId>hbase</artifactId>
-			<version>0.90.3</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>edu.uci.ics.hyracks</groupId>
-			<artifactId>algebricks-compiler</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>edu.uci.ics.hyracks</groupId>
-			<artifactId>hyracks-control-cc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>edu.uci.ics.hyracks</groupId>
-			<artifactId>hyracks-control-nc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-	</dependencies>
-	<build>
-		<plugins>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-compiler-plugin</artifactId>
-				<version>2.0.2</version>
-				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
-				</configuration>
-			</plugin>
-			<plugin>
-				<groupId>org.codehaus.mojo</groupId>
-				<artifactId>appassembler-maven-plugin</artifactId>
-				<version>1.3</version>
-				<executions>
-					<execution>
-						<configuration>
-							<programs>
-								<program>
-									<mainClass>edu.uci.ics.asterix.hive.cli.CliDriver</mainClass>
-									<name>algebricks-hivesterix-cmd</name>
-								</program>
-							</programs>
-							<repositoryLayout>flat</repositoryLayout>
-							<repositoryName>lib</repositoryName>
-						</configuration>
-						<phase>package</phase>
-						<goals>
-							<goal>assemble</goal>
-						</goals>
-					</execution>
-				</executions>
-			</plugin>
-			<plugin>
-				<artifactId>maven-assembly-plugin</artifactId>
-				<version>2.2-beta-5</version>
-				<executions>
-					<execution>
-						<configuration>
-							<descriptors>
-								<descriptor>src/main/assembly/binary-assembly.xml</descriptor>
-							</descriptors>
-						</configuration>
-						<phase>package</phase>
-						<goals>
-							<goal>attached</goal>
-						</goals>
-					</execution>
-				</executions>
-			</plugin>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-surefire-plugin</artifactId>
-				<version>2.13</version>
-				<configuration>
-					<forkMode>pertest</forkMode>
-					<argLine>-enableassertions -Xmx2047m -Dfile.encoding=UTF-8 
-                        -Djava.util.logging.config.file=src/test/resources/logging.properties</argLine>
-					<includes>
-						<include>**/test/optimizer/*TestSuite.java</include>
-						<include>**/test/optimizer/*Test.java</include>
-						<include>**/test/runtimefunction/*TestSuite.java</include>
-						<include>**/test/runtimefunction/*Test.java</include>
-					</includes>
-				</configuration>
-			</plugin>
-			<plugin>
-				<artifactId>maven-resources-plugin</artifactId>
-				<version>2.5</version>
-				<executions>
-					<execution>
-						<id>copy-resources</id>
-						<!-- here the phase you need -->
-						<phase>package</phase>
-						<goals>
-							<goal>copy-resources</goal>
-						</goals>
-						<configuration>
-							<outputDirectory>target/appassembler/bin</outputDirectory>
-							<resources>
-								<resource>
-									<directory>resource/bin</directory>
-								</resource>
-							</resources>
-						</configuration>
-					</execution>
-					<execution>
-						<id>copy-conf</id>
-						<!-- here the phase you need -->
-						<phase>package</phase>
-						<goals>
-							<goal>copy-resources</goal>
-						</goals>
-						<configuration>
-							<outputDirectory>target/appassembler/conf</outputDirectory>
-							<resources>
-								<resource>
-									<directory>conf</directory>
-								</resource>
-							</resources>
-						</configuration>
-					</execution>
-					<execution>
-						<id>copy-asterix</id>
-						<!-- here the phase you need -->
-						<phase>package</phase>
-						<goals>
-							<goal>copy-resources</goal>
-						</goals>
-						<configuration>
-							<outputDirectory>target/appassembler/asterix</outputDirectory>
-							<resources>
-								<resource>
-									<directory>resource/asterix</directory>
-								</resource>
-							</resources>
-						</configuration>
-					</execution>
-					<execution>
-						<id>copy-asterix-dbg</id>
-						<!-- here the phase you need -->
-						<phase>package</phase>
-						<goals>
-							<goal>copy-resources</goal>
-						</goals>
-						<configuration>
-							<outputDirectory>target/appassembler/asterix_dbg</outputDirectory>
-							<resources>
-								<resource>
-									<directory>resource/asterix_dbg</directory>
-								</resource>
-							</resources>
-						</configuration>
-					</execution>
-					<execution>
-						<id>copy-hivesterix</id>
-						<!-- here the phase you need -->
-						<phase>package</phase>
-						<goals>
-							<goal>copy-resources</goal>
-						</goals>
-						<configuration>
-							<outputDirectory>target/appassembler/hivesterix</outputDirectory>
-							<resources>
-								<resource>
-									<directory>resource/hivesterix</directory>
-								</resource>
-							</resources>
-						</configuration>
-					</execution>
-					<execution>
-						<id>copy-conf2</id>
-						<!-- here the phase you need -->
-						<phase>package</phase>
-						<goals>
-							<goal>copy-resources</goal>
-						</goals>
-						<configuration>
-							<outputDirectory>target/appassembler/hivesterix/conf</outputDirectory>
-							<resources>
-								<resource>
-									<directory>conf</directory>
-								</resource>
-							</resources>
-						</configuration>
-					</execution>
-					<execution>
-						<id>copy-data</id>
-						<!-- here the phase you need -->
-						<phase>package</phase>
-						<goals>
-							<goal>copy-resources</goal>
-						</goals>
-						<configuration>
-							<outputDirectory>data</outputDirectory>
-							<resources>
-								<resource>
-									<directory>resource/data</directory>
-								</resource>
-							</resources>
-						</configuration>
-					</execution>
-				</executions>
-			</plugin>
-			<plugin>
-				<artifactId>maven-clean-plugin</artifactId>
-				<version>2.5</version>
-				<configuration>
-					<filesets>
-						<fileset>
-							<directory>.</directory>
-							<includes>
-								<include>metastore*</include>
-								<include>hadoop*</include>
-								<include>edu*</include>
-								<include>tmp*</include>
-								<include>build*</include>
-								<include>target*</include>
-								<include>log*</include>
-								<include>derby.log</include>
-								<include>ClusterController*</include>
-							</includes>
-						</fileset>
-					</filesets>
-				</configuration>
-			</plugin>
-		</plugins>
-	</build>
-	<repositories>
-		<repository>
-			<releases>
-				<enabled>true</enabled>
-				<updatePolicy>always</updatePolicy>
-				<checksumPolicy>warn</checksumPolicy>
-			</releases>
-			<snapshots>
-				<enabled>true</enabled>
-				<updatePolicy>always</updatePolicy>
-				<checksumPolicy>fail</checksumPolicy>
-			</snapshots>
-			<id>third-party</id>
-			<url>http://obelix.ics.uci.edu/nexus/content/repositories/third-party</url>
-		</repository>
-		<repository>
-			<releases>
-				<enabled>true</enabled>
-				<updatePolicy>always</updatePolicy>
-				<checksumPolicy>warn</checksumPolicy>
-			</releases>
-			<snapshots>
-				<enabled>true</enabled>
-				<updatePolicy>always</updatePolicy>
-				<checksumPolicy>fail</checksumPolicy>
-			</snapshots>
-			<id>hyracks-public-release</id>
-			<url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-public-releases</url>
-		</repository>
-	</repositories>
-	<distributionManagement>
-		<!-- use the following if you're not using a snapshot version. -->
-		<repository>
-			<id>hivesterix</id>
-			<name>hivesterix</name>
-			<url>scp://obelix.ics.uci.edu/nexus/content/groups/hivesterix-public</url>
-		</repository>
-		<!-- use the following if you ARE using a snapshot version. -->
-		<snapshotRepository>
-			<id>hivesterix</id>
-			<name>Repository Name</name>
-			<url>scp://obelix.ics.uci.edu/nexus/content/groups/hivesterix-public</url>
-		</snapshotRepository>
-	</distributionManagement>
-</project>
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<groupId>edu.uci.ics.hyracks</groupId>
+	<artifactId>hivesterix</artifactId>
+	<version>0.2.4-SNAPSHOT</version>
+	<packaging>pom</packaging>
+	<name>hivesterix</name>
+
+	<properties>
+		<jvm.extraargs />
+	</properties>
+
+	<profiles>
+		<profile>
+			<id>macosx</id>
+			<activation>
+				<os>
+					<name>mac os x</name>
+				</os>
+				<jdk>1.7</jdk>
+			</activation>
+			<properties>
+				<jvm.extraargs>-Djava.nio.channels.spi.SelectorProvider=sun.nio.ch.KQueueSelectorProvider</jvm.extraargs>
+			</properties>
+		</profile>
+	</profiles>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-release-plugin</artifactId>
+				<version>2.0</version>
+				<configuration>
+					<goals>package source:jar javadoc:jar deploy:deploy</goals>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>org.codehaus.mojo</groupId>
+				<artifactId>versions-maven-plugin</artifactId>
+				<version>1.2</version>
+			</plugin>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-surefire-plugin</artifactId>
+				<version>2.13</version>
+				<configuration>
+					<forkMode>pertest</forkMode>
+					<argLine>-enableassertions
+						-Djava.util.logging.config.file=${user.home}/logging.properties
+						-Xdebug
+						-Xrunjdwp:transport=dt_socket,server=y,address=8000,suspend=n
+						${jvm.extraargs}</argLine>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
+	<reporting>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-changelog-plugin</artifactId>
+				<version>2.2</version>
+			</plugin>
+		</plugins>
+	</reporting>
+
+	<distributionManagement>
+		<repository>
+			<id>hyracks-releases</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-releases/</url>
+		</repository>
+		<snapshotRepository>
+			<id>hyracks-snapshots</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-snapshots/</url>
+		</snapshotRepository>
+	</distributionManagement>
+
+	<repositories>
+		<repository>
+			<id>hyracks-public</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
+		</repository>
+		<repository>
+			<id>jboss-public</id>
+			<url>https://repository.jboss.org/nexus/content/groups/public/</url>
+		</repository>
+		<repository>
+			<releases>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>warn</checksumPolicy>
+			</releases>
+			<snapshots>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>fail</checksumPolicy>
+			</snapshots>
+			<id>third-party</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/repositories/third-party</url>
+		</repository>
+		<repository>
+			<releases>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>warn</checksumPolicy>
+			</releases>
+			<snapshots>
+				<enabled>true</enabled>
+				<updatePolicy>always</updatePolicy>
+				<checksumPolicy>fail</checksumPolicy>
+			</snapshots>
+			<id>hyracks-public-release</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-public-releases</url>
+		</repository>
+	</repositories>
+
+	<pluginRepositories>
+		<pluginRepository>
+			<id>hyracks-public</id>
+			<url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
+			<releases>
+				<updatePolicy>always</updatePolicy>
+			</releases>
+		</pluginRepository>
+	</pluginRepositories>
+
+	<modules>
+		<module>hivesterix-runtime</module>
+		<module>hivesterix-translator</module>
+		<module>hivesterix-optimizer</module>
+		<module>hivesterix-serde</module>
+		<module>hivesterix-dist</module>
+		<module>hivesterix-common</module>
+	</modules>
+</project>
diff --git a/hivesterix/src/main/assembly/binary-assembly.xml b/hivesterix/src/main/assembly/binary-assembly.xml
deleted file mode 100755
index 0500499..0000000
--- a/hivesterix/src/main/assembly/binary-assembly.xml
+++ /dev/null
@@ -1,19 +0,0 @@
-<assembly>
-  <id>binary-assembly</id>
-  <formats>
-    <format>zip</format>
-    <format>dir</format>
-  </formats>
-  <includeBaseDirectory>false</includeBaseDirectory>
-  <fileSets>
-    <fileSet>
-      <directory>target/appassembler/bin</directory>
-      <outputDirectory>bin</outputDirectory>
-      <fileMode>0755</fileMode>
-    </fileSet>
-    <fileSet>
-      <directory>target/appassembler/lib</directory>
-      <outputDirectory>lib</outputDirectory>
-    </fileSet>
-  </fileSets>
-</assembly>
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/ExpressionConstant.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/ExpressionConstant.java
deleted file mode 100644
index 3c84566..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/ExpressionConstant.java
+++ /dev/null
@@ -1,25 +0,0 @@
-package edu.uci.ics.hivesterix.logical.expression;
-
-/**
- * some constants for expression
- * 
- * @author yingyib
- * 
- */
-public class ExpressionConstant {
-
-	/**
-	 * name space for function identifier
-	 */
-	public static String NAMESPACE = "hive";
-
-	/**
-	 * field expression: modeled as function in Algebricks
-	 */
-	public static String FIELDACCESS = "fieldaccess";
-
-	/**
-	 * null string: modeled as null in Algebricks
-	 */
-	public static String NULL = "null";
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveAlgebricksBuiltInFunctionMap.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveAlgebricksBuiltInFunctionMap.java
deleted file mode 100644
index 18380f7..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveAlgebricksBuiltInFunctionMap.java
+++ /dev/null
@@ -1,83 +0,0 @@
-package edu.uci.ics.hivesterix.logical.expression;
-
-import java.util.HashMap;
-
-import org.apache.hadoop.hive.ql.exec.Description;
-
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-
-public class HiveAlgebricksBuiltInFunctionMap {
-
-	/**
-	 * hive auqa builtin function map instance
-	 */
-	public static HiveAlgebricksBuiltInFunctionMap INSTANCE = new HiveAlgebricksBuiltInFunctionMap();
-
-	/**
-	 * hive to Algebricks function name mapping
-	 */
-	private HashMap<String, FunctionIdentifier> hiveToAlgebricksMap = new HashMap<String, FunctionIdentifier>();
-
-	/**
-	 * Algebricks to hive function name mapping
-	 */
-	private HashMap<FunctionIdentifier, String> AlgebricksToHiveMap = new HashMap<FunctionIdentifier, String>();
-
-	/**
-	 * the bi-directional mapping between hive functions and Algebricks
-	 * functions
-	 */
-	private HiveAlgebricksBuiltInFunctionMap() {
-		hiveToAlgebricksMap.put("and", AlgebricksBuiltinFunctions.AND);
-		hiveToAlgebricksMap.put("or", AlgebricksBuiltinFunctions.OR);
-		hiveToAlgebricksMap.put("!", AlgebricksBuiltinFunctions.NOT);
-		hiveToAlgebricksMap.put("not", AlgebricksBuiltinFunctions.NOT);
-		hiveToAlgebricksMap.put("=", AlgebricksBuiltinFunctions.EQ);
-		hiveToAlgebricksMap.put("<>", AlgebricksBuiltinFunctions.NEQ);
-		hiveToAlgebricksMap.put(">", AlgebricksBuiltinFunctions.GT);
-		hiveToAlgebricksMap.put("<", AlgebricksBuiltinFunctions.LT);
-		hiveToAlgebricksMap.put(">=", AlgebricksBuiltinFunctions.GE);
-		hiveToAlgebricksMap.put("<=", AlgebricksBuiltinFunctions.LE);
-
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.AND, "and");
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.OR, "or");
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.NOT, "!");
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.NOT, "not");
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.EQ, "=");
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.NEQ, "<>");
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.GT, ">");
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.LT, "<");
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.GE, ">=");
-		AlgebricksToHiveMap.put(AlgebricksBuiltinFunctions.LE, "<=");
-	}
-
-	/**
-	 * get hive function name from Algebricks function identifier
-	 * 
-	 * @param AlgebricksId
-	 * @return hive
-	 */
-	public String getHiveFunctionName(FunctionIdentifier AlgebricksId) {
-		return AlgebricksToHiveMap.get(AlgebricksId);
-	}
-
-	/**
-	 * get hive UDF or Generic class's corresponding built-in functions
-	 * 
-	 * @param funcClass
-	 * @return function identifier
-	 */
-	public FunctionIdentifier getAlgebricksFunctionId(Class<?> funcClass) {
-		Description annotation = (Description) funcClass
-				.getAnnotation(Description.class);
-		String hiveUDFName = "";
-		if (annotation == null) {
-			hiveUDFName = null;
-			return null;
-		} else {
-			hiveUDFName = annotation.name();
-			return hiveToAlgebricksMap.get(hiveUDFName);
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveExpressionTypeComputer.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveExpressionTypeComputer.java
deleted file mode 100644
index afb7d39..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveExpressionTypeComputer.java
+++ /dev/null
@@ -1,200 +0,0 @@
-package edu.uci.ics.hivesterix.logical.expression;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.hadoop.hive.ql.exec.FunctionInfo;
-import org.apache.hadoop.hive.ql.exec.FunctionRegistry;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.plan.AggregationDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
-import org.apache.hadoop.hive.ql.plan.UDTFDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDF;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDTF;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
-
-public class HiveExpressionTypeComputer implements IExpressionTypeComputer {
-
-	public static IExpressionTypeComputer INSTANCE = new HiveExpressionTypeComputer();
-
-	@Override
-	public Object getType(ILogicalExpression expr,
-			IMetadataProvider<?, ?> metadataProvider,
-			IVariableTypeEnvironment env) throws AlgebricksException {
-		if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
-			/**
-			 * function expression
-			 */
-			AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
-			IFunctionInfo funcInfo = funcExpr.getFunctionInfo();
-
-			/**
-			 * argument expressions, types, object inspectors
-			 */
-			List<Mutable<ILogicalExpression>> arguments = funcExpr
-					.getArguments();
-			List<TypeInfo> argumentTypes = new ArrayList<TypeInfo>();
-
-			/**
-			 * get types of argument
-			 */
-			for (Mutable<ILogicalExpression> argument : arguments) {
-				TypeInfo type = (TypeInfo) getType(argument.getValue(),
-						metadataProvider, env);
-				argumentTypes.add(type);
-			}
-
-			ObjectInspector[] childrenOIs = new ObjectInspector[argumentTypes
-					.size()];
-
-			/**
-			 * get object inspector
-			 */
-			for (int i = 0; i < argumentTypes.size(); i++) {
-				childrenOIs[i] = TypeInfoUtils
-						.getStandardWritableObjectInspectorFromTypeInfo(argumentTypes
-								.get(i));
-			}
-
-			/**
-			 * type inference for scalar function
-			 */
-			if (funcExpr instanceof ScalarFunctionCallExpression) {
-
-				FunctionIdentifier AlgebricksId = funcInfo
-						.getFunctionIdentifier();
-				Object functionInfo = ((HiveFunctionInfo) funcInfo).getInfo();
-				String udfName = HiveAlgebricksBuiltInFunctionMap.INSTANCE
-						.getHiveFunctionName(AlgebricksId);
-				GenericUDF udf;
-				if (udfName != null) {
-					/**
-					 * get corresponding function info for built-in functions
-					 */
-					FunctionInfo fInfo = FunctionRegistry
-							.getFunctionInfo(udfName);
-					udf = fInfo.getGenericUDF();
-				} else if (functionInfo != null) {
-					/**
-					 * for GenericUDFBridge: we should not call get type of this
-					 * hive expression, because parameters may have been
-					 * changed!
-					 */
-					ExprNodeGenericFuncDesc hiveExpr = (ExprNodeGenericFuncDesc) functionInfo;
-					udf = hiveExpr.getGenericUDF();
-				} else {
-					/**
-					 * for other generic UDF
-					 */
-					Class<?> udfClass;
-					try {
-						udfClass = Class.forName(AlgebricksId.getName());
-						udf = (GenericUDF) udfClass.newInstance();
-					} catch (Exception e) {
-						e.printStackTrace();
-						throw new AlgebricksException(e.getMessage());
-					}
-				}
-				/**
-				 * doing the actual type inference
-				 */
-				ObjectInspector oi = null;
-				try {
-					oi = udf.initialize(childrenOIs);
-				} catch (Exception e) {
-					e.printStackTrace();
-				}
-
-				TypeInfo exprType = TypeInfoUtils
-						.getTypeInfoFromObjectInspector(oi);
-				return exprType;
-
-			} else if (funcExpr instanceof AggregateFunctionCallExpression) {
-				/**
-				 * hive aggregation info
-				 */
-				AggregationDesc aggregateDesc = (AggregationDesc) ((HiveFunctionInfo) funcExpr
-						.getFunctionInfo()).getInfo();
-				/**
-				 * type inference for aggregation function
-				 */
-				GenericUDAFEvaluator result = aggregateDesc
-						.getGenericUDAFEvaluator();
-
-				ObjectInspector returnOI = null;
-				try {
-					returnOI = result
-							.init(aggregateDesc.getMode(), childrenOIs);
-				} catch (HiveException e) {
-					e.printStackTrace();
-				}
-				TypeInfo exprType = TypeInfoUtils
-						.getTypeInfoFromObjectInspector(returnOI);
-				return exprType;
-			} else if (funcExpr instanceof UnnestingFunctionCallExpression) {
-				/**
-				 * type inference for UDTF function
-				 */
-				UDTFDesc hiveDesc = (UDTFDesc) ((HiveFunctionInfo) funcExpr
-						.getFunctionInfo()).getInfo();
-				GenericUDTF udtf = hiveDesc.getGenericUDTF();
-				ObjectInspector returnOI = null;
-				try {
-					returnOI = udtf.initialize(childrenOIs);
-				} catch (HiveException e) {
-					e.printStackTrace();
-				}
-				TypeInfo exprType = TypeInfoUtils
-						.getTypeInfoFromObjectInspector(returnOI);
-				return exprType;
-			} else {
-				throw new IllegalStateException(
-						"unrecognized function expression "
-								+ expr.getClass().getName());
-			}
-		} else if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
-			/**
-			 * get type for variable in the environment
-			 */
-			VariableReferenceExpression varExpr = (VariableReferenceExpression) expr;
-			LogicalVariable var = varExpr.getVariableReference();
-			TypeInfo type = (TypeInfo) env.getVarType(var);
-			return type;
-		} else if (expr.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
-			/**
-			 * get type for constant, from its java class
-			 */
-			ConstantExpression constExpr = (ConstantExpression) expr;
-			HivesterixConstantValue value = (HivesterixConstantValue) constExpr
-					.getValue();
-			TypeInfo type = TypeInfoFactory
-					.getPrimitiveTypeInfoFromJavaPrimitive(value.getObject()
-							.getClass());
-			return type;
-		} else {
-			throw new IllegalStateException("illegal expressions "
-					+ expr.getClass().getName());
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveFunctionInfo.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveFunctionInfo.java
deleted file mode 100644
index 220bd00..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveFunctionInfo.java
+++ /dev/null
@@ -1,36 +0,0 @@
-package edu.uci.ics.hivesterix.logical.expression;
-
-import java.io.Serializable;
-
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
-
-public class HiveFunctionInfo implements IFunctionInfo, Serializable {
-
-	private static final long serialVersionUID = 1L;
-
-	/**
-	 * primary function identifier
-	 */
-	private transient FunctionIdentifier fid;
-
-	/**
-	 * secondary function identifier: function name
-	 */
-	private transient Object secondaryFid;
-
-	public HiveFunctionInfo(FunctionIdentifier fid, Object secondFid) {
-		this.fid = fid;
-		this.secondaryFid = secondFid;
-	}
-
-	@Override
-	public FunctionIdentifier getFunctionIdentifier() {
-		return fid;
-	}
-
-	public Object getInfo() {
-		return secondaryFid;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveMergeAggregationExpressionFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveMergeAggregationExpressionFactory.java
deleted file mode 100644
index 8dea691..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveMergeAggregationExpressionFactory.java
+++ /dev/null
@@ -1,84 +0,0 @@
-package edu.uci.ics.hivesterix.logical.expression;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.plan.AggregationDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IMergeAggregationExpressionFactory;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-
-/**
- * generate merge aggregation expression from an aggregation expression
- * 
- * @author yingyib
- * 
- */
-public class HiveMergeAggregationExpressionFactory implements
-		IMergeAggregationExpressionFactory {
-
-	public static IMergeAggregationExpressionFactory INSTANCE = new HiveMergeAggregationExpressionFactory();
-
-	@Override
-	public ILogicalExpression createMergeAggregation(ILogicalExpression expr,
-			IOptimizationContext context) throws AlgebricksException {
-		/**
-		 * type inference for scalar function
-		 */
-		if (expr instanceof AggregateFunctionCallExpression) {
-			AggregateFunctionCallExpression funcExpr = (AggregateFunctionCallExpression) expr;
-			/**
-			 * hive aggregation info
-			 */
-			AggregationDesc aggregator = (AggregationDesc) ((HiveFunctionInfo) funcExpr
-					.getFunctionInfo()).getInfo();
-			LogicalVariable inputVar = context.newVar();
-			ExprNodeDesc col = new ExprNodeColumnDesc(
-					TypeInfoFactory.voidTypeInfo, inputVar.toString(), null,
-					false);
-			ArrayList<ExprNodeDesc> parameters = new ArrayList<ExprNodeDesc>();
-			parameters.add(col);
-
-			GenericUDAFEvaluator.Mode mergeMode;
-			if (aggregator.getMode() == GenericUDAFEvaluator.Mode.PARTIAL1)
-				mergeMode = GenericUDAFEvaluator.Mode.PARTIAL2;
-			else if (aggregator.getMode() == GenericUDAFEvaluator.Mode.COMPLETE)
-				mergeMode = GenericUDAFEvaluator.Mode.FINAL;
-			else
-				mergeMode = aggregator.getMode();
-			AggregationDesc mergeDesc = new AggregationDesc(
-					aggregator.getGenericUDAFName(),
-					aggregator.getGenericUDAFEvaluator(), parameters,
-					aggregator.getDistinct(), mergeMode);
-
-			String UDAFName = mergeDesc.getGenericUDAFName();
-			List<Mutable<ILogicalExpression>> arguments = new ArrayList<Mutable<ILogicalExpression>>();
-			arguments.add(new MutableObject<ILogicalExpression>(
-					new VariableReferenceExpression(inputVar)));
-
-			FunctionIdentifier funcId = new FunctionIdentifier(
-					ExpressionConstant.NAMESPACE, UDAFName + "("
-							+ mergeDesc.getMode() + ")");
-			HiveFunctionInfo funcInfo = new HiveFunctionInfo(funcId, mergeDesc);
-			AggregateFunctionCallExpression aggregationExpression = new AggregateFunctionCallExpression(
-					funcInfo, false, arguments);
-			return aggregationExpression;
-		} else {
-			throw new IllegalStateException("illegal expressions "
-					+ expr.getClass().getName());
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveNullableTypeComputer.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveNullableTypeComputer.java
deleted file mode 100644
index 10c9b8a..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HiveNullableTypeComputer.java
+++ /dev/null
@@ -1,15 +0,0 @@
-package edu.uci.ics.hivesterix.logical.expression;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
-
-public class HiveNullableTypeComputer implements INullableTypeComputer {
-
-	public static INullableTypeComputer INSTANCE = new HiveNullableTypeComputer();
-
-	@Override
-	public Object makeNullableType(Object type) throws AlgebricksException {
-		return type;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivePartialAggregationTypeComputer.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivePartialAggregationTypeComputer.java
deleted file mode 100644
index 7062e26..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivePartialAggregationTypeComputer.java
+++ /dev/null
@@ -1,116 +0,0 @@
-package edu.uci.ics.hivesterix.logical.expression;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.plan.AggregationDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.Mode;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IPartialAggregationTypeComputer;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
-
-public class HivePartialAggregationTypeComputer implements
-		IPartialAggregationTypeComputer {
-
-	public static IPartialAggregationTypeComputer INSTANCE = new HivePartialAggregationTypeComputer();
-
-	@Override
-	public Object getType(ILogicalExpression expr,
-			IVariableTypeEnvironment env,
-			IMetadataProvider<?, ?> metadataProvider)
-			throws AlgebricksException {
-		if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
-			IExpressionTypeComputer tc = HiveExpressionTypeComputer.INSTANCE;
-			/**
-			 * function expression
-			 */
-			AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
-
-			/**
-			 * argument expressions, types, object inspectors
-			 */
-			List<Mutable<ILogicalExpression>> arguments = funcExpr
-					.getArguments();
-			List<TypeInfo> argumentTypes = new ArrayList<TypeInfo>();
-
-			/**
-			 * get types of argument
-			 */
-			for (Mutable<ILogicalExpression> argument : arguments) {
-				TypeInfo type = (TypeInfo) tc.getType(argument.getValue(),
-						metadataProvider, env);
-				argumentTypes.add(type);
-			}
-
-			ObjectInspector[] childrenOIs = new ObjectInspector[argumentTypes
-					.size()];
-
-			/**
-			 * get object inspector
-			 */
-			for (int i = 0; i < argumentTypes.size(); i++) {
-				childrenOIs[i] = TypeInfoUtils
-						.getStandardWritableObjectInspectorFromTypeInfo(argumentTypes
-								.get(i));
-			}
-
-			/**
-			 * type inference for scalar function
-			 */
-			if (funcExpr instanceof AggregateFunctionCallExpression) {
-				/**
-				 * hive aggregation info
-				 */
-				AggregationDesc aggregateDesc = (AggregationDesc) ((HiveFunctionInfo) funcExpr
-						.getFunctionInfo()).getInfo();
-				/**
-				 * type inference for aggregation function
-				 */
-				GenericUDAFEvaluator result = aggregateDesc
-						.getGenericUDAFEvaluator();
-
-				ObjectInspector returnOI = null;
-				try {
-					returnOI = result.init(
-							getPartialMode(aggregateDesc.getMode()),
-							childrenOIs);
-				} catch (HiveException e) {
-					e.printStackTrace();
-				}
-				TypeInfo exprType = TypeInfoUtils
-						.getTypeInfoFromObjectInspector(returnOI);
-				return exprType;
-			} else {
-				throw new IllegalStateException("illegal expressions "
-						+ expr.getClass().getName());
-			}
-		} else {
-			throw new IllegalStateException("illegal expressions "
-					+ expr.getClass().getName());
-		}
-	}
-
-	private Mode getPartialMode(Mode mode) {
-		Mode partialMode;
-		if (mode == Mode.FINAL)
-			partialMode = Mode.PARTIAL2;
-		else if (mode == Mode.COMPLETE)
-			partialMode = Mode.PARTIAL1;
-		else
-			partialMode = mode;
-		return partialMode;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivesterixConstantValue.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivesterixConstantValue.java
deleted file mode 100644
index de9cea6..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/HivesterixConstantValue.java
+++ /dev/null
@@ -1,55 +0,0 @@
-package edu.uci.ics.hivesterix.logical.expression;
-
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
-
-public class HivesterixConstantValue implements IAlgebricksConstantValue {
-
-	private Object object;
-
-	public HivesterixConstantValue(Object object) {
-		this.setObject(object);
-	}
-
-	@Override
-	public boolean isFalse() {
-		return object == Boolean.FALSE;
-	}
-
-	@Override
-	public boolean isNull() {
-		return object == null;
-	}
-
-	@Override
-	public boolean isTrue() {
-		return object == Boolean.TRUE;
-	}
-
-	public void setObject(Object object) {
-		this.object = object;
-	}
-
-	public Object getObject() {
-		return object;
-	}
-
-	@Override
-	public String toString() {
-		return object.toString();
-	}
-
-	@Override
-	public boolean equals(Object o) {
-		if (!(o instanceof HivesterixConstantValue)) {
-			return false;
-		}
-		HivesterixConstantValue v2 = (HivesterixConstantValue) o;
-		return object.equals(v2.getObject());
-	}
-
-	@Override
-	public int hashCode() {
-		return object.hashCode();
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/Schema.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/Schema.java
deleted file mode 100644
index 2b1d191..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/expression/Schema.java
+++ /dev/null
@@ -1,39 +0,0 @@
-package edu.uci.ics.hivesterix.logical.expression;
-
-import java.io.Serializable;
-import java.util.List;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-
-public class Schema implements Serializable {
-
-	private static final long serialVersionUID = 1L;
-
-	private List<String> fieldNames;
-
-	private List<TypeInfo> fieldTypes;
-
-	public Schema(List<String> fieldNames, List<TypeInfo> fieldTypes) {
-		this.fieldNames = fieldNames;
-		this.fieldTypes = fieldTypes;
-	}
-
-	public ObjectInspector toObjectInspector() {
-		return LazyUtils.getLazyObjectInspector(fieldNames, fieldTypes);
-	}
-
-	public List<String> getNames() {
-		return fieldNames;
-	}
-
-	public List<TypeInfo> getTypes() {
-		return fieldTypes;
-	}
-
-	public Object[] getSchema() {
-		return fieldTypes.toArray();
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveAlgebricksTranslator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveAlgebricksTranslator.java
deleted file mode 100644
index 1fb973e..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveAlgebricksTranslator.java
+++ /dev/null
@@ -1,808 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan;
-
-import java.io.OutputStreamWriter;
-import java.io.PrintWriter;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Map.Entry;
-import java.util.Set;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.ColumnInfo;
-import org.apache.hadoop.hive.ql.exec.ExtractOperator;
-import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
-import org.apache.hadoop.hive.ql.exec.FilterOperator;
-import org.apache.hadoop.hive.ql.exec.GroupByOperator;
-import org.apache.hadoop.hive.ql.exec.JoinOperator;
-import org.apache.hadoop.hive.ql.exec.LateralViewJoinOperator;
-import org.apache.hadoop.hive.ql.exec.LimitOperator;
-import org.apache.hadoop.hive.ql.exec.MapJoinOperator;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
-import org.apache.hadoop.hive.ql.exec.SelectOperator;
-import org.apache.hadoop.hive.ql.exec.TableScanOperator;
-import org.apache.hadoop.hive.ql.exec.UDF;
-import org.apache.hadoop.hive.ql.exec.UDTFOperator;
-import org.apache.hadoop.hive.ql.exec.UnionOperator;
-import org.apache.hadoop.hive.ql.plan.AggregationDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeFieldDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeNullDesc;
-import org.apache.hadoop.hive.ql.plan.PartitionDesc;
-import org.apache.hadoop.hive.ql.plan.UDTFDesc;
-import org.apache.hadoop.hive.ql.plan.api.OperatorType;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDF;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDFBridge;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-
-import edu.uci.ics.hivesterix.logical.expression.ExpressionConstant;
-import edu.uci.ics.hivesterix.logical.expression.HiveAlgebricksBuiltInFunctionMap;
-import edu.uci.ics.hivesterix.logical.expression.HiveFunctionInfo;
-import edu.uci.ics.hivesterix.logical.expression.HivesterixConstantValue;
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.logical.plan.visitor.ExtractVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.FilterVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.GroupByVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.JoinVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.LateralViewJoinVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.LimitVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.MapJoinVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.ProjectVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.SortVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.TableScanWriteVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.UnionVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Visitor;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlan;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
-import edu.uci.ics.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
-import edu.uci.ics.hyracks.algebricks.core.algebra.prettyprint.PlanPrettyPrinter;
-
-@SuppressWarnings("rawtypes")
-public class HiveAlgebricksTranslator implements Translator {
-
-    private int currentVariable = 0;
-
-    private List<Mutable<ILogicalOperator>> logicalOp = new ArrayList<Mutable<ILogicalOperator>>();
-
-    private boolean continueTraverse = true;
-
-    private IMetadataProvider<PartitionDesc, Object> metaData;
-
-    /**
-     * map variable name to the logical variable
-     */
-    private HashMap<String, LogicalVariable> nameToLogicalVariableMap = new HashMap<String, LogicalVariable>();
-
-    /**
-     * map field name to LogicalVariable
-     */
-    private HashMap<String, LogicalVariable> fieldToLogicalVariableMap = new HashMap<String, LogicalVariable>();
-
-    /**
-     * map logical variable to name
-     */
-    private HashMap<LogicalVariable, String> logicalVariableToFieldMap = new HashMap<LogicalVariable, String>();
-
-    /**
-     * asterix root operators
-     */
-    private List<Mutable<ILogicalOperator>> rootOperators = new ArrayList<Mutable<ILogicalOperator>>();
-
-    /**
-     * a list of visitors
-     */
-    private List<Visitor> visitors = new ArrayList<Visitor>();
-
-    /**
-     * output writer to print things out
-     */
-    private static PrintWriter outputWriter = new PrintWriter(new OutputStreamWriter(System.out));
-
-    /**
-     * map a logical variable to type info
-     */
-    private HashMap<LogicalVariable, TypeInfo> variableToType = new HashMap<LogicalVariable, TypeInfo>();
-
-    @Override
-    public LogicalVariable getVariable(String fieldName, TypeInfo type) {
-        LogicalVariable var = fieldToLogicalVariableMap.get(fieldName);
-        if (var == null) {
-            currentVariable++;
-            var = new LogicalVariable(currentVariable);
-            fieldToLogicalVariableMap.put(fieldName, var);
-            nameToLogicalVariableMap.put(var.toString(), var);
-            variableToType.put(var, type);
-            logicalVariableToFieldMap.put(var, fieldName);
-        }
-        return var;
-    }
-
-    @Override
-    public LogicalVariable getNewVariable(String fieldName, TypeInfo type) {
-        currentVariable++;
-        LogicalVariable var = new LogicalVariable(currentVariable);
-        fieldToLogicalVariableMap.put(fieldName, var);
-        nameToLogicalVariableMap.put(var.toString(), var);
-        variableToType.put(var, type);
-        logicalVariableToFieldMap.put(var, fieldName);
-        return var;
-    }
-
-    @Override
-    public void replaceVariable(LogicalVariable oldVar, LogicalVariable newVar) {
-        String name = this.logicalVariableToFieldMap.get(oldVar);
-        if (name != null) {
-            fieldToLogicalVariableMap.put(name, newVar);
-            nameToLogicalVariableMap.put(newVar.toString(), newVar);
-            nameToLogicalVariableMap.put(oldVar.toString(), newVar);
-            logicalVariableToFieldMap.put(newVar, name);
-        }
-    }
-
-    @Override
-    public IMetadataProvider<PartitionDesc, Object> getMetadataProvider() {
-        return metaData;
-    }
-
-    /**
-     * only get an variable, without rewriting it
-     * 
-     * @param fieldName
-     * @return
-     */
-    private LogicalVariable getVariableOnly(String fieldName) {
-        return fieldToLogicalVariableMap.get(fieldName);
-    }
-
-    private void updateVariable(String fieldName, LogicalVariable variable) {
-        LogicalVariable var = fieldToLogicalVariableMap.get(fieldName);
-        if (var == null) {
-            fieldToLogicalVariableMap.put(fieldName, variable);
-            nameToLogicalVariableMap.put(fieldName, variable);
-        } else if (!var.equals(variable)) {
-            // System.out.println("!!!replace variables!!!");
-            fieldToLogicalVariableMap.put(fieldName, variable);
-            nameToLogicalVariableMap.put(fieldName, variable);
-        }
-    }
-
-    /**
-     * get a list of logical variables from the schema
-     * 
-     * @param schema
-     * @return
-     */
-    @Override
-    public List<LogicalVariable> getVariablesFromSchema(Schema schema) {
-        List<LogicalVariable> variables = new ArrayList<LogicalVariable>();
-        List<String> names = schema.getNames();
-
-        for (String name : names)
-            variables.add(nameToLogicalVariableMap.get(name));
-        return variables;
-    }
-
-    /**
-     * get variable to typeinfo map
-     * 
-     * @return
-     */
-    public HashMap<LogicalVariable, TypeInfo> getVariableContext() {
-        return this.variableToType;
-    }
-
-    /**
-     * get the number of variables
-     * s
-     * 
-     * @return
-     */
-    public int getVariableCounter() {
-        return currentVariable + 1;
-    }
-
-    /**
-     * translate from hive operator tree to asterix operator tree
-     * 
-     * @param hive
-     *            roots
-     * @return Algebricks roots
-     */
-    public void translate(List<Operator> hiveRoot, ILogicalOperator parentOperator,
-            HashMap<String, PartitionDesc> aliasToPathMap) throws AlgebricksException {
-        /**
-         * register visitors
-         */
-        visitors.add(new FilterVisitor());
-        visitors.add(new GroupByVisitor());
-        visitors.add(new JoinVisitor());
-        visitors.add(new LateralViewJoinVisitor());
-        visitors.add(new UnionVisitor());
-        visitors.add(new LimitVisitor());
-        visitors.add(new MapJoinVisitor());
-        visitors.add(new ProjectVisitor());
-        visitors.add(new SortVisitor());
-        visitors.add(new ExtractVisitor());
-        visitors.add(new TableScanWriteVisitor(aliasToPathMap));
-
-        List<Mutable<ILogicalOperator>> refList = translate(hiveRoot, new MutableObject<ILogicalOperator>(
-                parentOperator));
-        insertReplicateOperator(refList);
-        if (refList != null)
-            rootOperators.addAll(refList);
-    }
-
-    /**
-     * translate operator DAG
-     * 
-     * @param hiveRoot
-     * @param AlgebricksParentOperator
-     * @return
-     */
-    private List<Mutable<ILogicalOperator>> translate(List<Operator> hiveRoot,
-            Mutable<ILogicalOperator> AlgebricksParentOperator) throws AlgebricksException {
-
-        for (Operator hiveOperator : hiveRoot) {
-            continueTraverse = true;
-            Mutable<ILogicalOperator> currentOperatorRef = null;
-            if (hiveOperator.getType() == OperatorType.FILTER) {
-                FilterOperator fop = (FilterOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-            } else if (hiveOperator.getType() == OperatorType.REDUCESINK) {
-                ReduceSinkOperator fop = (ReduceSinkOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-            } else if (hiveOperator.getType() == OperatorType.JOIN) {
-                JoinOperator fop = (JoinOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null) {
-                        continueTraverse = true;
-                        break;
-                    } else
-                        continueTraverse = false;
-                }
-                if (currentOperatorRef == null)
-                    return null;
-            } else if (hiveOperator.getType() == OperatorType.LATERALVIEWJOIN) {
-                LateralViewJoinOperator fop = (LateralViewJoinOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-                if (currentOperatorRef == null)
-                    return null;
-            } else if (hiveOperator.getType() == OperatorType.MAPJOIN) {
-                MapJoinOperator fop = (MapJoinOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null) {
-                        continueTraverse = true;
-                        break;
-                    } else
-                        continueTraverse = false;
-                }
-                if (currentOperatorRef == null)
-                    return null;
-            } else if (hiveOperator.getType() == OperatorType.SELECT) {
-                SelectOperator fop = (SelectOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-            } else if (hiveOperator.getType() == OperatorType.EXTRACT) {
-                ExtractOperator fop = (ExtractOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-            } else if (hiveOperator.getType() == OperatorType.GROUPBY) {
-                GroupByOperator fop = (GroupByOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-            } else if (hiveOperator.getType() == OperatorType.TABLESCAN) {
-                TableScanOperator fop = (TableScanOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-            } else if (hiveOperator.getType() == OperatorType.FILESINK) {
-                FileSinkOperator fop = (FileSinkOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(fop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-            } else if (hiveOperator.getType() == OperatorType.LIMIT) {
-                LimitOperator lop = (LimitOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(lop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-            } else if (hiveOperator.getType() == OperatorType.UDTF) {
-                UDTFOperator lop = (UDTFOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(lop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null)
-                        break;
-                }
-            } else if (hiveOperator.getType() == OperatorType.UNION) {
-                UnionOperator lop = (UnionOperator) hiveOperator;
-                for (Visitor visitor : visitors) {
-                    currentOperatorRef = visitor.visit(lop, AlgebricksParentOperator, this);
-                    if (currentOperatorRef != null) {
-                        continueTraverse = true;
-                        break;
-                    } else
-                        continueTraverse = false;
-                }
-            } else
-                ;
-            if (hiveOperator.getChildOperators() != null && hiveOperator.getChildOperators().size() > 0
-                    && continueTraverse) {
-                @SuppressWarnings("unchecked")
-                List<Operator> children = hiveOperator.getChildOperators();
-                if (currentOperatorRef == null)
-                    currentOperatorRef = AlgebricksParentOperator;
-                translate(children, currentOperatorRef);
-            }
-            if (hiveOperator.getChildOperators() == null || hiveOperator.getChildOperators().size() == 0)
-                logicalOp.add(currentOperatorRef);
-        }
-        return logicalOp;
-    }
-
-    /**
-     * used in select, group by to get no-column-expression columns
-     * 
-     * @param cols
-     * @return
-     */
-    public ILogicalOperator getAssignOperator(Mutable<ILogicalOperator> parent, List<ExprNodeDesc> cols,
-            ArrayList<LogicalVariable> variables) {
-
-        ArrayList<Mutable<ILogicalExpression>> expressions = new ArrayList<Mutable<ILogicalExpression>>();
-
-        /**
-         * variables to be appended in the assign operator
-         */
-        ArrayList<LogicalVariable> appendedVariables = new ArrayList<LogicalVariable>();
-
-        // one variable can only be assigned once
-        for (ExprNodeDesc hiveExpr : cols) {
-            rewriteExpression(hiveExpr);
-
-            if (hiveExpr instanceof ExprNodeColumnDesc) {
-                ExprNodeColumnDesc desc2 = (ExprNodeColumnDesc) hiveExpr;
-                String fieldName = desc2.getTabAlias() + "." + desc2.getColumn();
-
-                // System.out.println("project expr: " + fieldName);
-
-                if (fieldName.indexOf("$$") < 0) {
-                    LogicalVariable var = getVariable(fieldName, hiveExpr.getTypeInfo());
-                    desc2.setColumn(var.toString());
-                    desc2.setTabAlias("");
-                    variables.add(var);
-                } else {
-                    LogicalVariable var = nameToLogicalVariableMap.get(desc2.getColumn());
-                    String name = this.logicalVariableToFieldMap.get(var);
-                    var = this.getVariableOnly(name);
-                    variables.add(var);
-                }
-            } else {
-                Mutable<ILogicalExpression> asterixExpr = translateScalarFucntion(hiveExpr);
-                expressions.add(asterixExpr);
-                LogicalVariable var = getVariable(hiveExpr.getExprString() + asterixExpr.hashCode(),
-                        hiveExpr.getTypeInfo());
-                variables.add(var);
-                appendedVariables.add(var);
-            }
-        }
-
-        /**
-         * create an assign operator to deal with appending
-         */
-        ILogicalOperator assignOp = null;
-        if (appendedVariables.size() > 0) {
-            assignOp = new AssignOperator(appendedVariables, expressions);
-            assignOp.getInputs().add(parent);
-        }
-        return assignOp;
-    }
-
-    private ILogicalPlan plan;
-
-    public ILogicalPlan genLogicalPlan() {
-        plan = new ALogicalPlanImpl(rootOperators);
-        return plan;
-    }
-
-    public void printOperators() throws AlgebricksException {
-        LogicalOperatorPrettyPrintVisitor pvisitor = new LogicalOperatorPrettyPrintVisitor();
-        StringBuilder buffer = new StringBuilder();
-        PlanPrettyPrinter.printPlan(plan, buffer, pvisitor, 0);
-        outputWriter.println(buffer);
-        outputWriter.println("rewritten variables: ");
-        outputWriter.flush();
-        printVariables();
-
-    }
-
-    public static void setOutputPrinter(PrintWriter writer) {
-        outputWriter = writer;
-    }
-
-    private void printVariables() {
-        Set<Entry<String, LogicalVariable>> entries = fieldToLogicalVariableMap.entrySet();
-
-        for (Entry<String, LogicalVariable> entry : entries) {
-            outputWriter.println(entry.getKey() + " -> " + entry.getValue());
-        }
-        outputWriter.flush();
-    }
-
-    /**
-     * generate the object inspector for the output of an operator
-     * 
-     * @param operator
-     *            The Hive operator
-     * @return an ObjectInspector object
-     */
-    public Schema generateInputSchema(Operator operator) {
-        List<String> variableNames = new ArrayList<String>();
-        List<TypeInfo> typeList = new ArrayList<TypeInfo>();
-        List<ColumnInfo> columns = operator.getSchema().getSignature();
-
-        for (ColumnInfo col : columns) {
-            // typeList.add();
-            TypeInfo type = col.getType();
-            typeList.add(type);
-
-            String fieldName = col.getInternalName();
-            variableNames.add(fieldName);
-        }
-
-        return new Schema(variableNames, typeList);
-    }
-
-    /**
-     * rewrite the names of output columns for feature expression evaluators to
-     * use
-     * 
-     * @param operator
-     */
-    public void rewriteOperatorOutputSchema(Operator operator) {
-        List<ColumnInfo> columns = operator.getSchema().getSignature();
-
-        for (ColumnInfo column : columns) {
-            String columnName = column.getTabAlias() + "." + column.getInternalName();
-            if (columnName.indexOf("$$") < 0) {
-                LogicalVariable var = getVariable(columnName, column.getType());
-                column.setInternalName(var.toString());
-            }
-        }
-    }
-
-    @Override
-    public void rewriteOperatorOutputSchema(List<LogicalVariable> variables, Operator operator) {
-
-        printOperatorSchema(operator);
-        List<ColumnInfo> columns = operator.getSchema().getSignature();
-        if (variables.size() != columns.size()) {
-            throw new IllegalStateException("output cardinality error " + operator.getName() + " variable size: "
-                    + variables.size() + " expected " + columns.size());
-        }
-
-        for (int i = 0; i < variables.size(); i++) {
-            LogicalVariable var = variables.get(i);
-            ColumnInfo column = columns.get(i);
-            String fieldName = column.getTabAlias() + "." + column.getInternalName();
-            if (fieldName.indexOf("$$") < 0) {
-                updateVariable(fieldName, var);
-                column.setInternalName(var.toString());
-            }
-        }
-        printOperatorSchema(operator);
-    }
-
-    /**
-     * rewrite an expression and substitute variables
-     * 
-     * @param expr
-     *            hive expression
-     */
-    public void rewriteExpression(ExprNodeDesc expr) {
-        if (expr instanceof ExprNodeColumnDesc) {
-            ExprNodeColumnDesc desc = (ExprNodeColumnDesc) expr;
-            String fieldName = desc.getTabAlias() + "." + desc.getColumn();
-            if (fieldName.indexOf("$$") < 0) {
-                LogicalVariable var = getVariableOnly(fieldName);
-                if (var == null) {
-                    fieldName = "." + desc.getColumn();
-                    var = getVariableOnly(fieldName);
-                    if (var == null) {
-                        fieldName = "null." + desc.getColumn();
-                        var = getVariableOnly(fieldName);
-                        if (var == null) {
-                            throw new IllegalStateException(fieldName + " is wrong!!! ");
-                        }
-                    }
-                }
-                String name = this.logicalVariableToFieldMap.get(var);
-                var = getVariableOnly(name);
-                desc.setColumn(var.toString());
-            }
-        } else {
-            if (expr.getChildren() != null && expr.getChildren().size() > 0) {
-                List<ExprNodeDesc> children = expr.getChildren();
-                for (ExprNodeDesc desc : children)
-                    rewriteExpression(desc);
-            }
-        }
-    }
-
-    /**
-     * rewrite an expression and substitute variables
-     * 
-     * @param expr
-     *            hive expression
-     */
-    public void rewriteExpressionPartial(ExprNodeDesc expr) {
-        if (expr instanceof ExprNodeColumnDesc) {
-            ExprNodeColumnDesc desc = (ExprNodeColumnDesc) expr;
-            String fieldName = desc.getTabAlias() + "." + desc.getColumn();
-            if (fieldName.indexOf("$$") < 0) {
-                LogicalVariable var = getVariableOnly(fieldName);
-                desc.setColumn(var.toString());
-            }
-        } else {
-            if (expr.getChildren() != null && expr.getChildren().size() > 0) {
-                List<ExprNodeDesc> children = expr.getChildren();
-                for (ExprNodeDesc desc : children)
-                    rewriteExpressionPartial(desc);
-            }
-        }
-    }
-
-    private void printOperatorSchema(Operator operator) {
-        System.out.println(operator.getName());
-        List<ColumnInfo> columns = operator.getSchema().getSignature();
-        for (ColumnInfo column : columns) {
-            System.out.print(column.getTabAlias() + "." + column.getInternalName() + "  ");
-        }
-        System.out.println();
-    }
-
-    /**
-     * translate scalar function expression
-     * 
-     * @param hiveExpr
-     * @return
-     */
-    public Mutable<ILogicalExpression> translateScalarFucntion(ExprNodeDesc hiveExpr) {
-        ILogicalExpression AlgebricksExpr;
-
-        if (hiveExpr instanceof ExprNodeGenericFuncDesc) {
-            List<Mutable<ILogicalExpression>> arguments = new ArrayList<Mutable<ILogicalExpression>>();
-            List<ExprNodeDesc> children = hiveExpr.getChildren();
-
-            for (ExprNodeDesc child : children)
-                arguments.add(translateScalarFucntion(child));
-
-            ExprNodeGenericFuncDesc funcExpr = (ExprNodeGenericFuncDesc) hiveExpr;
-            GenericUDF genericUdf = funcExpr.getGenericUDF();
-            UDF udf = null;
-            if (genericUdf instanceof GenericUDFBridge) {
-                GenericUDFBridge bridge = (GenericUDFBridge) genericUdf;
-                try {
-                    udf = bridge.getUdfClass().newInstance();
-                } catch (Exception e) {
-                    e.printStackTrace();
-                }
-            }
-
-            /**
-             * set up the hive function
-             */
-            Object hiveFunction = genericUdf;
-            if (udf != null)
-                hiveFunction = udf;
-
-            FunctionIdentifier funcId = HiveAlgebricksBuiltInFunctionMap.INSTANCE.getAlgebricksFunctionId(hiveFunction
-                    .getClass());
-            if (funcId == null) {
-                funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, hiveFunction.getClass().getName());
-            }
-
-            Object functionInfo = null;
-            if (genericUdf instanceof GenericUDFBridge) {
-                functionInfo = funcExpr;
-            }
-
-            /**
-             * generate the function call expression
-             */
-            ScalarFunctionCallExpression AlgebricksFuncExpr = new ScalarFunctionCallExpression(new HiveFunctionInfo(
-                    funcId, functionInfo), arguments);
-            AlgebricksExpr = AlgebricksFuncExpr;
-
-        } else if (hiveExpr instanceof ExprNodeColumnDesc) {
-            ExprNodeColumnDesc column = (ExprNodeColumnDesc) hiveExpr;
-            LogicalVariable var = this.getVariable(column.getColumn());
-            AlgebricksExpr = new VariableReferenceExpression(var);
-
-        } else if (hiveExpr instanceof ExprNodeFieldDesc) {
-            FunctionIdentifier funcId;
-            funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, ExpressionConstant.FIELDACCESS);
-
-            ScalarFunctionCallExpression AlgebricksFuncExpr = new ScalarFunctionCallExpression(new HiveFunctionInfo(
-                    funcId, hiveExpr));
-            AlgebricksExpr = AlgebricksFuncExpr;
-        } else if (hiveExpr instanceof ExprNodeConstantDesc) {
-            ExprNodeConstantDesc hiveConst = (ExprNodeConstantDesc) hiveExpr;
-            Object value = hiveConst.getValue();
-            AlgebricksExpr = new ConstantExpression(new HivesterixConstantValue(value));
-        } else if (hiveExpr instanceof ExprNodeNullDesc) {
-            FunctionIdentifier funcId;
-            funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, ExpressionConstant.NULL);
-
-            ScalarFunctionCallExpression AlgebricksFuncExpr = new ScalarFunctionCallExpression(new HiveFunctionInfo(
-                    funcId, hiveExpr));
-
-            AlgebricksExpr = AlgebricksFuncExpr;
-        } else {
-            throw new IllegalStateException("unknown hive expression");
-        }
-        return new MutableObject<ILogicalExpression>(AlgebricksExpr);
-    }
-
-    /**
-     * translate aggregation function expression
-     * 
-     * @param aggregateDesc
-     * @return
-     */
-    public Mutable<ILogicalExpression> translateAggregation(AggregationDesc aggregateDesc) {
-
-        String UDAFName = aggregateDesc.getGenericUDAFName();
-
-        List<Mutable<ILogicalExpression>> arguments = new ArrayList<Mutable<ILogicalExpression>>();
-        List<ExprNodeDesc> children = aggregateDesc.getParameters();
-
-        for (ExprNodeDesc child : children)
-            arguments.add(translateScalarFucntion(child));
-
-        FunctionIdentifier funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, UDAFName + "("
-                + aggregateDesc.getMode() + ")");
-        HiveFunctionInfo funcInfo = new HiveFunctionInfo(funcId, aggregateDesc);
-        AggregateFunctionCallExpression aggregationExpression = new AggregateFunctionCallExpression(funcInfo, false,
-                arguments);
-        return new MutableObject<ILogicalExpression>(aggregationExpression);
-    }
-
-    /**
-     * translate aggregation function expression
-     * 
-     * @param aggregator
-     * @return
-     */
-    public Mutable<ILogicalExpression> translateUnnestFunction(UDTFDesc udtfDesc, Mutable<ILogicalExpression> argument) {
-
-        String UDTFName = udtfDesc.getUDTFName();
-
-        FunctionIdentifier funcId = new FunctionIdentifier(ExpressionConstant.NAMESPACE, UDTFName);
-        UnnestingFunctionCallExpression unnestingExpression = new UnnestingFunctionCallExpression(new HiveFunctionInfo(
-                funcId, udtfDesc));
-        unnestingExpression.getArguments().add(argument);
-        return new MutableObject<ILogicalExpression>(unnestingExpression);
-    }
-
-    /**
-     * get typeinfo
-     */
-    @Override
-    public TypeInfo getType(LogicalVariable var) {
-        return variableToType.get(var);
-    }
-
-    /**
-     * get variable from variable name
-     */
-    @Override
-    public LogicalVariable getVariable(String name) {
-        return nameToLogicalVariableMap.get(name);
-    }
-
-    @Override
-    public LogicalVariable getVariableFromFieldName(String fieldName) {
-        return this.getVariableOnly(fieldName);
-    }
-
-    /**
-     * set the metadata provider
-     */
-    @Override
-    public void setMetadataProvider(IMetadataProvider<PartitionDesc, Object> metadata) {
-        this.metaData = metadata;
-    }
-
-    /**
-     * insert ReplicateOperator when necessary
-     */
-    private void insertReplicateOperator(List<Mutable<ILogicalOperator>> roots) {
-        Map<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>> childToParentsMap = new HashMap<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>>();
-        buildChildToParentsMapping(roots, childToParentsMap);
-        for (Entry<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>> entry : childToParentsMap.entrySet()) {
-            List<Mutable<ILogicalOperator>> pList = entry.getValue();
-            if (pList.size() > 1) {
-                ILogicalOperator rop = new ReplicateOperator(pList.size());
-                Mutable<ILogicalOperator> ropRef = new MutableObject<ILogicalOperator>(rop);
-                Mutable<ILogicalOperator> childRef = entry.getKey();
-                rop.getInputs().add(childRef);
-                for (Mutable<ILogicalOperator> parentRef : pList) {
-                    ILogicalOperator parentOp = parentRef.getValue();
-                    int index = parentOp.getInputs().indexOf(childRef);
-                    parentOp.getInputs().set(index, ropRef);
-                }
-            }
-        }
-    }
-
-    /**
-     * build the mapping from child to Parents
-     * 
-     * @param roots
-     * @param childToParentsMap
-     */
-    private void buildChildToParentsMapping(List<Mutable<ILogicalOperator>> roots,
-            Map<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>> map) {
-        for (Mutable<ILogicalOperator> opRef : roots) {
-            List<Mutable<ILogicalOperator>> childRefs = opRef.getValue().getInputs();
-            for (Mutable<ILogicalOperator> childRef : childRefs) {
-                List<Mutable<ILogicalOperator>> parentList = map.get(childRef);
-                if (parentList == null) {
-                    parentList = new ArrayList<Mutable<ILogicalOperator>>();
-                    map.put(childRef, parentList);
-                }
-                if (!parentList.contains(opRef))
-                    parentList.add(opRef);
-            }
-            buildChildToParentsMapping(childRefs, map);
-        }
-    }
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveLogicalPlanAndMetaData.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveLogicalPlanAndMetaData.java
deleted file mode 100644
index 494e796..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveLogicalPlanAndMetaData.java
+++ /dev/null
@@ -1,36 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan;
-
-import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlan;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlanAndMetadata;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
-
-@SuppressWarnings({ "rawtypes", "unchecked" })
-public class HiveLogicalPlanAndMetaData implements ILogicalPlanAndMetadata {
-
-	IMetadataProvider metadata;
-	ILogicalPlan plan;
-
-	public HiveLogicalPlanAndMetaData(ILogicalPlan plan,
-			IMetadataProvider metadata) {
-		this.plan = plan;
-		this.metadata = metadata;
-	}
-
-	@Override
-	public IMetadataProvider getMetadataProvider() {
-		return metadata;
-	}
-
-	@Override
-	public ILogicalPlan getPlan() {
-		return plan;
-	}
-
-	@Override
-	public AlgebricksPartitionConstraint getClusterLocations() {
-		// TODO Auto-generated method stub
-		return null;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveOperatorAnnotations.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveOperatorAnnotations.java
deleted file mode 100644
index 0d234fb..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/HiveOperatorAnnotations.java
+++ /dev/null
@@ -1,8 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan;
-
-public class HiveOperatorAnnotations {
-
-	// hints
-	public static final String LOCAL_GROUP_BY = "LOCAL_GROUP_BY";
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ExtractVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ExtractVisitor.java
deleted file mode 100644
index 9a84164..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ExtractVisitor.java
+++ /dev/null
@@ -1,28 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.hadoop.hive.ql.exec.ExtractOperator;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-
-public class ExtractVisitor extends DefaultVisitor {
-
-	@Override
-	public Mutable<ILogicalOperator> visit(ExtractOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
-		Schema currentSchema = t.generateInputSchema(operator
-				.getParentOperators().get(0));
-		operator.setSchema(operator.getParentOperators().get(0).getSchema());
-		List<LogicalVariable> latestOutputSchema = t
-				.getVariablesFromSchema(currentSchema);
-		t.rewriteOperatorOutputSchema(latestOutputSchema, operator);
-		return null;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/FilterVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/FilterVisitor.java
deleted file mode 100644
index b276ba9..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/FilterVisitor.java
+++ /dev/null
@@ -1,44 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.FilterOperator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.plan.FilterDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
-
-public class FilterVisitor extends DefaultVisitor {
-
-	@Override
-	public Mutable<ILogicalOperator> visit(FilterOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
-		Schema currentSchema = t.generateInputSchema(operator
-				.getParentOperators().get(0));
-
-		FilterDesc desc = (FilterDesc) operator.getConf();
-		ExprNodeDesc predicate = desc.getPredicate();
-		t.rewriteExpression(predicate);
-
-		Mutable<ILogicalExpression> exprs = t.translateScalarFucntion(desc
-				.getPredicate());
-		ILogicalOperator currentOperator = new SelectOperator(exprs);
-		currentOperator.getInputs().add(AlgebricksParentOperatorRef);
-
-		// populate the schema from upstream operator
-		operator.setSchema(operator.getParentOperators().get(0).getSchema());
-		List<LogicalVariable> latestOutputSchema = t
-				.getVariablesFromSchema(currentSchema);
-		t.rewriteOperatorOutputSchema(latestOutputSchema, operator);
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/GroupByVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/GroupByVisitor.java
deleted file mode 100644
index d2180a3..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/GroupByVisitor.java
+++ /dev/null
@@ -1,291 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.lang.reflect.Field;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.exec.ColumnInfo;
-import org.apache.hadoop.hive.ql.exec.GroupByOperator;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
-import org.apache.hadoop.hive.ql.plan.AggregationDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.plan.GroupByDesc;
-import org.apache.hadoop.hive.ql.plan.ReduceSinkDesc;
-import org.apache.hadoop.hive.ql.plan.api.OperatorType;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.Mode;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.logical.plan.HiveOperatorAnnotations;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlan;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.OperatorAnnotations;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
-
-@SuppressWarnings({ "rawtypes", "unchecked" })
-public class GroupByVisitor extends DefaultVisitor {
-
-	private List<Mutable<ILogicalExpression>> AlgebricksAggs = new ArrayList<Mutable<ILogicalExpression>>();
-	private List<IFunctionInfo> localAggs = new ArrayList<IFunctionInfo>();
-	private boolean isDistinct = false;
-	private boolean gbyKeyNotRedKey = false;
-
-	@Override
-	public Mutable<ILogicalOperator> visit(GroupByOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException {
-
-		// get descriptors
-		GroupByDesc desc = (GroupByDesc) operator.getConf();
-		GroupByDesc.Mode mode = desc.getMode();
-
-		List<ExprNodeDesc> keys = desc.getKeys();
-		List<AggregationDesc> aggregators = desc.getAggregators();
-
-		Operator child = operator.getChildOperators().get(0);
-
-		if (child.getType() == OperatorType.REDUCESINK) {
-			List<ExprNodeDesc> partKeys = ((ReduceSinkDesc) child.getConf())
-					.getPartitionCols();
-			if (keys.size() != partKeys.size())
-				gbyKeyNotRedKey = true;
-		}
-
-		if (mode == GroupByDesc.Mode.PARTIAL1 || mode == GroupByDesc.Mode.HASH
-				|| mode == GroupByDesc.Mode.COMPLETE
-				|| (aggregators.size() == 0 && isDistinct == false)
-				|| gbyKeyNotRedKey) {
-			AlgebricksAggs.clear();
-			// add an assign operator if the key is not a column expression
-			ArrayList<LogicalVariable> keyVariables = new ArrayList<LogicalVariable>();
-			ILogicalOperator currentOperator = null;
-			ILogicalOperator assignOperator = t.getAssignOperator(
-					AlgebricksParentOperatorRef, keys, keyVariables);
-			if (assignOperator != null) {
-				currentOperator = assignOperator;
-				AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(
-						currentOperator);
-			}
-
-			// get key variable expression list
-			List<Mutable<ILogicalExpression>> keyExprs = new ArrayList<Mutable<ILogicalExpression>>();
-			for (LogicalVariable var : keyVariables) {
-				keyExprs.add(t.translateScalarFucntion(new ExprNodeColumnDesc(
-						TypeInfoFactory.intTypeInfo, var.toString(), "", false)));
-			}
-
-			if (aggregators.size() == 0) {
-				List<Mutable<ILogicalExpression>> distinctExprs = new ArrayList<Mutable<ILogicalExpression>>();
-				for (LogicalVariable var : keyVariables) {
-					Mutable<ILogicalExpression> varExpr = new MutableObject<ILogicalExpression>(
-							new VariableReferenceExpression(var));
-					distinctExprs.add(varExpr);
-				}
-				t.rewriteOperatorOutputSchema(keyVariables, operator);
-				isDistinct = true;
-				ILogicalOperator lop = new DistinctOperator(distinctExprs);
-				lop.getInputs().add(AlgebricksParentOperatorRef);
-				return new MutableObject<ILogicalOperator>(lop);
-			}
-
-			// get the pair<LogicalVariable, ILogicalExpression> list
-			List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> keyParameters = new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>();
-			keyVariables.clear();
-			for (Mutable<ILogicalExpression> expr : keyExprs) {
-				LogicalVariable keyVar = t.getVariable(expr.getValue()
-						.toString(), TypeInfoFactory.unknownTypeInfo);
-				keyParameters.add(new Pair(keyVar, expr));
-				keyVariables.add(keyVar);
-			}
-
-			// get the parameters for the aggregator operator
-			ArrayList<LogicalVariable> aggVariables = new ArrayList<LogicalVariable>();
-			ArrayList<Mutable<ILogicalExpression>> aggExprs = new ArrayList<Mutable<ILogicalExpression>>();
-
-			// get the type of each aggregation function
-			HashMap<AggregationDesc, TypeInfo> aggToType = new HashMap<AggregationDesc, TypeInfo>();
-			List<ColumnInfo> columns = operator.getSchema().getSignature();
-			int offset = keys.size();
-			for (int i = offset; i < columns.size(); i++) {
-				aggToType.put(aggregators.get(i - offset), columns.get(i)
-						.getType());
-			}
-
-			localAggs.clear();
-			// rewrite parameter expressions for all aggregators
-			for (AggregationDesc aggregator : aggregators) {
-				for (ExprNodeDesc parameter : aggregator.getParameters()) {
-					t.rewriteExpression(parameter);
-				}
-				Mutable<ILogicalExpression> aggExpr = t
-						.translateAggregation(aggregator);
-				AbstractFunctionCallExpression localAggExpr = (AbstractFunctionCallExpression) aggExpr
-						.getValue();
-				localAggs.add(localAggExpr.getFunctionInfo());
-
-				AggregationDesc logicalAgg = new AggregationDesc(
-						aggregator.getGenericUDAFName(),
-						aggregator.getGenericUDAFEvaluator(),
-						aggregator.getParameters(), aggregator.getDistinct(),
-						Mode.COMPLETE);
-				Mutable<ILogicalExpression> logicalAggExpr = t
-						.translateAggregation(logicalAgg);
-
-				AlgebricksAggs.add(logicalAggExpr);
-				if (!gbyKeyNotRedKey)
-					aggExprs.add(logicalAggExpr);
-				else
-					aggExprs.add(aggExpr);
-
-				aggVariables.add(t.getVariable(aggregator.getExprString()
-						+ aggregator.getMode(), aggToType.get(aggregator)));
-			}
-
-			if (child.getType() != OperatorType.REDUCESINK)
-				gbyKeyNotRedKey = false;
-
-			// get the sub plan list
-			AggregateOperator aggOperator = new AggregateOperator(aggVariables,
-					aggExprs);
-			NestedTupleSourceOperator nestedTupleSource = new NestedTupleSourceOperator(
-					new MutableObject<ILogicalOperator>());
-			aggOperator.getInputs().add(
-					new MutableObject<ILogicalOperator>(nestedTupleSource));
-
-			List<Mutable<ILogicalOperator>> subRoots = new ArrayList<Mutable<ILogicalOperator>>();
-			subRoots.add(new MutableObject<ILogicalOperator>(aggOperator));
-			ILogicalPlan subPlan = new ALogicalPlanImpl(subRoots);
-			List<ILogicalPlan> subPlans = new ArrayList<ILogicalPlan>();
-			subPlans.add(subPlan);
-
-			// create the group by operator
-			currentOperator = new edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator(
-					keyParameters,
-					new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>(),
-					subPlans);
-			currentOperator.getInputs().add(AlgebricksParentOperatorRef);
-			nestedTupleSource.getDataSourceReference()
-					.setValue(currentOperator);
-
-			List<LogicalVariable> outputVariables = new ArrayList<LogicalVariable>();
-			outputVariables.addAll(keyVariables);
-			outputVariables.addAll(aggVariables);
-			t.rewriteOperatorOutputSchema(outputVariables, operator);
-
-			if (gbyKeyNotRedKey) {
-				currentOperator.getAnnotations().put(
-						HiveOperatorAnnotations.LOCAL_GROUP_BY, Boolean.TRUE);
-			}
-
-			HiveConf conf = ConfUtil.getHiveConf();
-			Boolean extGby = conf.getBoolean(
-					"hive.algebricks.groupby.external", false);
-
-			if (extGby && isSerializable(aggregators)) {
-				currentOperator.getAnnotations()
-						.put(OperatorAnnotations.USE_EXTERNAL_GROUP_BY,
-								Boolean.TRUE);
-			}
-			return new MutableObject<ILogicalOperator>(currentOperator);
-		} else {
-			isDistinct = false;
-			// rewrite parameter expressions for all aggregators
-			int i = 0;
-			for (AggregationDesc aggregator : aggregators) {
-				for (ExprNodeDesc parameter : aggregator.getParameters()) {
-					t.rewriteExpression(parameter);
-				}
-				Mutable<ILogicalExpression> agg = t
-						.translateAggregation(aggregator);
-				AggregateFunctionCallExpression originalAgg = (AggregateFunctionCallExpression) AlgebricksAggs
-						.get(i).getValue();
-				originalAgg.setStepOneAggregate(localAggs.get(i));
-				AggregateFunctionCallExpression currentAgg = (AggregateFunctionCallExpression) agg
-						.getValue();
-				if (currentAgg.getFunctionInfo() != null) {
-					originalAgg.setTwoStep(true);
-					originalAgg.setStepTwoAggregate(currentAgg
-							.getFunctionInfo());
-				}
-				i++;
-			}
-			return null;
-		}
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(ReduceSinkOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
-		Operator downStream = (Operator) operator.getChildOperators().get(0);
-		if (!(downStream instanceof GroupByOperator)) {
-			return null;
-		}
-
-		ReduceSinkDesc desc = (ReduceSinkDesc) operator.getConf();
-		List<ExprNodeDesc> keys = desc.getKeyCols();
-		List<ExprNodeDesc> values = desc.getValueCols();
-
-		// insert assign for keys
-		ArrayList<LogicalVariable> keyVariables = new ArrayList<LogicalVariable>();
-		t.getAssignOperator(AlgebricksParentOperatorRef, keys, keyVariables);
-
-		// insert assign for values
-		ArrayList<LogicalVariable> valueVariables = new ArrayList<LogicalVariable>();
-		t.getAssignOperator(AlgebricksParentOperatorRef, values, valueVariables);
-
-		ArrayList<LogicalVariable> columns = new ArrayList<LogicalVariable>();
-		columns.addAll(keyVariables);
-		columns.addAll(valueVariables);
-
-		t.rewriteOperatorOutputSchema(columns, operator);
-		return null;
-	}
-
-	private boolean isSerializable(List<AggregationDesc> descs)
-			throws AlgebricksException {
-		try {
-			for (AggregationDesc desc : descs) {
-				GenericUDAFEvaluator udaf = desc.getGenericUDAFEvaluator();
-				AggregationBuffer buf = udaf.getNewAggregationBuffer();
-				Class<?> bufferClass = buf.getClass();
-				Field[] fields = bufferClass.getDeclaredFields();
-				for (Field field : fields) {
-					field.setAccessible(true);
-					String type = field.getType().toString();
-					if (!(type.equals("int") || type.equals("long")
-							|| type.equals("float") || type.equals("double") || type
-								.equals("boolean"))) {
-						return false;
-					}
-				}
-
-			}
-			return true;
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/JoinVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/JoinVisitor.java
deleted file mode 100644
index aea4be5..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/JoinVisitor.java
+++ /dev/null
@@ -1,445 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.Iterator;
-import java.util.List;
-import java.util.Map;
-import java.util.Map.Entry;
-import java.util.Set;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.JoinOperator;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
-import org.apache.hadoop.hive.ql.plan.JoinCondDesc;
-import org.apache.hadoop.hive.ql.plan.JoinDesc;
-import org.apache.hadoop.hive.ql.plan.ReduceSinkDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDFOPAnd;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDFOPEqual;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
-
-@SuppressWarnings("rawtypes")
-public class JoinVisitor extends DefaultVisitor {
-
-	/**
-	 * reduce sink operator to variables
-	 */
-	private HashMap<Operator, List<LogicalVariable>> reduceSinkToKeyVariables = new HashMap<Operator, List<LogicalVariable>>();
-
-	/**
-	 * reduce sink operator to variables
-	 */
-	private HashMap<Operator, List<String>> reduceSinkToFieldNames = new HashMap<Operator, List<String>>();
-
-	/**
-	 * reduce sink operator to variables
-	 */
-	private HashMap<Operator, List<TypeInfo>> reduceSinkToTypes = new HashMap<Operator, List<TypeInfo>>();
-
-	/**
-	 * map a join operator (in hive) to its parent operators (in hive)
-	 */
-	private HashMap<Operator, List<Operator>> operatorToHiveParents = new HashMap<Operator, List<Operator>>();
-
-	/**
-	 * map a join operator (in hive) to its parent operators (in asterix)
-	 */
-	private HashMap<Operator, List<ILogicalOperator>> operatorToAsterixParents = new HashMap<Operator, List<ILogicalOperator>>();
-
-	/**
-	 * the latest traversed reduce sink operator
-	 */
-	private Operator latestReduceSink = null;
-
-	/**
-	 * the latest generated parent for join
-	 */
-	private ILogicalOperator latestAlgebricksOperator = null;
-
-	/**
-	 * process a join operator
-	 */
-	@Override
-	public Mutable<ILogicalOperator> visit(JoinOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) {
-		latestAlgebricksOperator = AlgebricksParentOperator.getValue();
-		translateJoinOperatorPreprocess(operator, t);
-		List<Operator> parents = operatorToHiveParents.get(operator);
-		if (parents.size() < operator.getParentOperators().size()) {
-			return null;
-		} else {
-			ILogicalOperator joinOp = translateJoinOperator(operator,
-					AlgebricksParentOperator, t);
-			// clearStatus();
-			return new MutableObject<ILogicalOperator>(joinOp);
-		}
-	}
-
-	private void reorder(Byte[] order, List<ILogicalOperator> parents,
-			List<Operator> hiveParents) {
-		ILogicalOperator[] lops = new ILogicalOperator[parents.size()];
-		Operator[] ops = new Operator[hiveParents.size()];
-
-		for (Operator op : hiveParents) {
-			ReduceSinkOperator rop = (ReduceSinkOperator) op;
-			ReduceSinkDesc rdesc = rop.getConf();
-			int tag = rdesc.getTag();
-
-			int index = -1;
-			for (int i = 0; i < order.length; i++)
-				if (order[i] == tag) {
-					index = i;
-					break;
-				}
-			lops[index] = parents.get(hiveParents.indexOf(op));
-			ops[index] = op;
-		}
-
-		parents.clear();
-		hiveParents.clear();
-
-		for (int i = 0; i < lops.length; i++) {
-			parents.add(lops[i]);
-			hiveParents.add(ops[i]);
-		}
-	}
-
-	/**
-	 * translate a hive join operator to asterix join operator->assign
-	 * operator->project operator
-	 * 
-	 * @param parentOperator
-	 * @param operator
-	 * @return
-	 */
-	private ILogicalOperator translateJoinOperator(Operator operator,
-			Mutable<ILogicalOperator> parentOperator, Translator t) {
-
-		JoinDesc joinDesc = (JoinDesc) operator.getConf();
-
-		// get the projection expression (already re-written) from each source
-		// table
-		Map<Byte, List<ExprNodeDesc>> exprMap = joinDesc.getExprs();
-		reorder(joinDesc.getTagOrder(), operatorToAsterixParents.get(operator),
-				operatorToHiveParents.get(operator));
-
-		// make an reduce join operator
-		ILogicalOperator currentOperator = generateJoinTree(
-				joinDesc.getCondsList(),
-				operatorToAsterixParents.get(operator),
-				operatorToHiveParents.get(operator), 0, t);
-		parentOperator = new MutableObject<ILogicalOperator>(currentOperator);
-
-		// add assign and project operator on top of a join
-		// output variables
-		ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
-		Set<Entry<Byte, List<ExprNodeDesc>>> entries = exprMap.entrySet();
-		Iterator<Entry<Byte, List<ExprNodeDesc>>> iterator = entries.iterator();
-		while (iterator.hasNext()) {
-			List<ExprNodeDesc> outputExprs = iterator.next().getValue();
-			ILogicalOperator assignOperator = t.getAssignOperator(
-					parentOperator, outputExprs, variables);
-
-			if (assignOperator != null) {
-				currentOperator = assignOperator;
-				parentOperator = new MutableObject<ILogicalOperator>(
-						currentOperator);
-			}
-		}
-
-		ILogicalOperator po = new ProjectOperator(variables);
-		po.getInputs().add(parentOperator);
-		t.rewriteOperatorOutputSchema(variables, operator);
-		return po;
-	}
-
-	/**
-	 * deal with reduce sink operator for the case of join
-	 */
-	@Override
-	public Mutable<ILogicalOperator> visit(ReduceSinkOperator operator,
-			Mutable<ILogicalOperator> parentOperator, Translator t) {
-
-		Operator downStream = (Operator) operator.getChildOperators().get(0);
-		if (!(downStream instanceof JoinOperator))
-			return null;
-
-		ReduceSinkDesc desc = (ReduceSinkDesc) operator.getConf();
-		List<ExprNodeDesc> keys = desc.getKeyCols();
-		List<ExprNodeDesc> values = desc.getValueCols();
-		List<ExprNodeDesc> partitionCols = desc.getPartitionCols();
-
-		/**
-		 * rewrite key, value, paritioncol expressions
-		 */
-		for (ExprNodeDesc key : keys)
-			t.rewriteExpression(key);
-		for (ExprNodeDesc value : values)
-			t.rewriteExpression(value);
-		for (ExprNodeDesc col : partitionCols)
-			t.rewriteExpression(col);
-
-		ILogicalOperator currentOperator = null;
-
-		// add assign operator for keys if necessary
-		ArrayList<LogicalVariable> keyVariables = new ArrayList<LogicalVariable>();
-		ILogicalOperator assignOperator = t.getAssignOperator(parentOperator,
-				keys, keyVariables);
-		if (assignOperator != null) {
-			currentOperator = assignOperator;
-			parentOperator = new MutableObject<ILogicalOperator>(
-					currentOperator);
-		}
-
-		// add assign operator for values if necessary
-		ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
-		assignOperator = t.getAssignOperator(parentOperator, values, variables);
-		if (assignOperator != null) {
-			currentOperator = assignOperator;
-			parentOperator = new MutableObject<ILogicalOperator>(
-					currentOperator);
-		}
-
-		// unified schema: key, value
-		ArrayList<LogicalVariable> unifiedKeyValues = new ArrayList<LogicalVariable>();
-		unifiedKeyValues.addAll(keyVariables);
-		for (LogicalVariable value : variables)
-			if (keyVariables.indexOf(value) < 0)
-				unifiedKeyValues.add(value);
-
-		// insert projection operator, it is a *must*,
-		// in hive, reduce sink sometimes also do the projection operator's
-		// task
-		currentOperator = new ProjectOperator(unifiedKeyValues);
-		currentOperator.getInputs().add(parentOperator);
-		parentOperator = new MutableObject<ILogicalOperator>(currentOperator);
-
-		reduceSinkToKeyVariables.put(operator, keyVariables);
-		List<String> fieldNames = new ArrayList<String>();
-		List<TypeInfo> types = new ArrayList<TypeInfo>();
-		for (LogicalVariable var : unifiedKeyValues) {
-			fieldNames.add(var.toString());
-			types.add(t.getType(var));
-		}
-		reduceSinkToFieldNames.put(operator, fieldNames);
-		reduceSinkToTypes.put(operator, types);
-		t.rewriteOperatorOutputSchema(variables, operator);
-
-		latestAlgebricksOperator = currentOperator;
-		latestReduceSink = operator;
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-
-	/**
-	 * partial rewrite a join operator
-	 * 
-	 * @param operator
-	 * @param t
-	 */
-	private void translateJoinOperatorPreprocess(Operator operator, Translator t) {
-		JoinDesc desc = (JoinDesc) operator.getConf();
-		ReduceSinkDesc reduceSinkDesc = (ReduceSinkDesc) latestReduceSink
-				.getConf();
-		int tag = reduceSinkDesc.getTag();
-
-		Map<Byte, List<ExprNodeDesc>> exprMap = desc.getExprs();
-		List<ExprNodeDesc> exprs = exprMap.get(Byte.valueOf((byte) tag));
-
-		for (ExprNodeDesc expr : exprs)
-			t.rewriteExpression(expr);
-
-		List<Operator> parents = operatorToHiveParents.get(operator);
-		if (parents == null) {
-			parents = new ArrayList<Operator>();
-			operatorToHiveParents.put(operator, parents);
-		}
-		parents.add(latestReduceSink);
-
-		List<ILogicalOperator> asterixParents = operatorToAsterixParents
-				.get(operator);
-		if (asterixParents == null) {
-			asterixParents = new ArrayList<ILogicalOperator>();
-			operatorToAsterixParents.put(operator, asterixParents);
-		}
-		asterixParents.add(latestAlgebricksOperator);
-	}
-
-	// generate a join tree from a list of exchange/reducesink operator
-	// both exchanges and reduce sinks have the same order
-	private ILogicalOperator generateJoinTree(List<JoinCondDesc> conds,
-			List<ILogicalOperator> exchanges, List<Operator> reduceSinks,
-			int offset, Translator t) {
-		// get a list of reduce sink descs (input descs)
-		int inputSize = reduceSinks.size() - offset;
-
-		if (inputSize == 2) {
-			ILogicalOperator currentRoot;
-
-			List<ReduceSinkDesc> reduceSinkDescs = new ArrayList<ReduceSinkDesc>();
-			for (int i = reduceSinks.size() - 1; i >= offset; i--)
-				reduceSinkDescs.add((ReduceSinkDesc) reduceSinks.get(i)
-						.getConf());
-
-			// get the object inspector for the join
-			List<String> fieldNames = new ArrayList<String>();
-			List<TypeInfo> types = new ArrayList<TypeInfo>();
-			for (int i = reduceSinks.size() - 1; i >= offset; i--) {
-				fieldNames
-						.addAll(reduceSinkToFieldNames.get(reduceSinks.get(i)));
-				types.addAll(reduceSinkToTypes.get(reduceSinks.get(i)));
-			}
-
-			// get number of equality conjunctions in the final join condition
-			int size = reduceSinkDescs.get(0).getKeyCols().size();
-
-			// make up the join conditon expression
-			List<ExprNodeDesc> joinConditionChildren = new ArrayList<ExprNodeDesc>();
-			for (int i = 0; i < size; i++) {
-				// create a join key pair
-				List<ExprNodeDesc> keyPair = new ArrayList<ExprNodeDesc>();
-				for (ReduceSinkDesc sink : reduceSinkDescs) {
-					keyPair.add(sink.getKeyCols().get(i));
-				}
-				// create a hive equal condition
-				ExprNodeDesc equality = new ExprNodeGenericFuncDesc(
-						TypeInfoFactory.booleanTypeInfo,
-						new GenericUDFOPEqual(), keyPair);
-				// add the equal condition to the conjunction list
-				joinConditionChildren.add(equality);
-			}
-			// get final conjunction expression
-			ExprNodeDesc conjunct = null;
-
-			if (joinConditionChildren.size() > 1)
-				conjunct = new ExprNodeGenericFuncDesc(
-						TypeInfoFactory.booleanTypeInfo, new GenericUDFOPAnd(),
-						joinConditionChildren);
-			else if (joinConditionChildren.size() == 1)
-				conjunct = joinConditionChildren.get(0);
-			else {
-				// there is no join equality condition, equal-join
-				conjunct = new ExprNodeConstantDesc(
-						TypeInfoFactory.booleanTypeInfo, new Boolean(true));
-			}
-			// get an ILogicalExpression from hive's expression
-			Mutable<ILogicalExpression> expression = t
-					.translateScalarFucntion(conjunct);
-
-			Mutable<ILogicalOperator> leftBranch = new MutableObject<ILogicalOperator>(
-					exchanges.get(exchanges.size() - 1));
-			Mutable<ILogicalOperator> rightBranch = new MutableObject<ILogicalOperator>(
-					exchanges.get(exchanges.size() - 2));
-			// get the join operator
-			if (conds.get(offset).getType() == JoinDesc.LEFT_OUTER_JOIN) {
-				currentRoot = new LeftOuterJoinOperator(expression);
-				Mutable<ILogicalOperator> temp = leftBranch;
-				leftBranch = rightBranch;
-				rightBranch = temp;
-			} else if (conds.get(offset).getType() == JoinDesc.RIGHT_OUTER_JOIN) {
-				currentRoot = new LeftOuterJoinOperator(expression);
-			} else
-				currentRoot = new InnerJoinOperator(expression);
-
-			currentRoot.getInputs().add(leftBranch);
-			currentRoot.getInputs().add(rightBranch);
-
-			// rewriteOperatorOutputSchema(variables, operator);
-			return currentRoot;
-		} else {
-			// get the child join operator and insert and one-to-one exchange
-			ILogicalOperator joinSrcOne = generateJoinTree(conds, exchanges,
-					reduceSinks, offset + 1, t);
-			// joinSrcOne.addInput(childJoin);
-
-			ILogicalOperator currentRoot;
-
-			List<ReduceSinkDesc> reduceSinkDescs = new ArrayList<ReduceSinkDesc>();
-			for (int i = offset; i < offset + 2; i++)
-				reduceSinkDescs.add((ReduceSinkDesc) reduceSinks.get(i)
-						.getConf());
-
-			// get the object inspector for the join
-			List<String> fieldNames = new ArrayList<String>();
-			List<TypeInfo> types = new ArrayList<TypeInfo>();
-			for (int i = offset; i < reduceSinks.size(); i++) {
-				fieldNames
-						.addAll(reduceSinkToFieldNames.get(reduceSinks.get(i)));
-				types.addAll(reduceSinkToTypes.get(reduceSinks.get(i)));
-			}
-
-			// get number of equality conjunctions in the final join condition
-			int size = reduceSinkDescs.get(0).getKeyCols().size();
-
-			// make up the join condition expression
-			List<ExprNodeDesc> joinConditionChildren = new ArrayList<ExprNodeDesc>();
-			for (int i = 0; i < size; i++) {
-				// create a join key pair
-				List<ExprNodeDesc> keyPair = new ArrayList<ExprNodeDesc>();
-				for (ReduceSinkDesc sink : reduceSinkDescs) {
-					keyPair.add(sink.getKeyCols().get(i));
-				}
-				// create a hive equal condition
-				ExprNodeDesc equality = new ExprNodeGenericFuncDesc(
-						TypeInfoFactory.booleanTypeInfo,
-						new GenericUDFOPEqual(), keyPair);
-				// add the equal condition to the conjunction list
-				joinConditionChildren.add(equality);
-			}
-			// get final conjunction expression
-			ExprNodeDesc conjunct = null;
-
-			if (joinConditionChildren.size() > 1)
-				conjunct = new ExprNodeGenericFuncDesc(
-						TypeInfoFactory.booleanTypeInfo, new GenericUDFOPAnd(),
-						joinConditionChildren);
-			else if (joinConditionChildren.size() == 1)
-				conjunct = joinConditionChildren.get(0);
-			else {
-				// there is no join equality condition, full outer join
-				conjunct = new ExprNodeConstantDesc(
-						TypeInfoFactory.booleanTypeInfo, new Boolean(true));
-			}
-			// get an ILogicalExpression from hive's expression
-			Mutable<ILogicalExpression> expression = t
-					.translateScalarFucntion(conjunct);
-
-			Mutable<ILogicalOperator> leftBranch = new MutableObject<ILogicalOperator>(
-					joinSrcOne);
-			Mutable<ILogicalOperator> rightBranch = new MutableObject<ILogicalOperator>(
-					exchanges.get(offset));
-
-			// get the join operator
-			if (conds.get(offset).getType() == JoinDesc.LEFT_OUTER_JOIN) {
-				currentRoot = new LeftOuterJoinOperator(expression);
-				Mutable<ILogicalOperator> temp = leftBranch;
-				leftBranch = rightBranch;
-				rightBranch = temp;
-			} else if (conds.get(offset).getType() == JoinDesc.RIGHT_OUTER_JOIN) {
-				currentRoot = new LeftOuterJoinOperator(expression);
-			} else
-				currentRoot = new InnerJoinOperator(expression);
-
-			// set the inputs from Algebricks join operator
-			// add the current table
-			currentRoot.getInputs().add(leftBranch);
-			currentRoot.getInputs().add(rightBranch);
-
-			return currentRoot;
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LateralViewJoinVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LateralViewJoinVisitor.java
deleted file mode 100644
index 004a8c2..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LateralViewJoinVisitor.java
+++ /dev/null
@@ -1,124 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.LateralViewJoinOperator;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.exec.UDTFOperator;
-import org.apache.hadoop.hive.ql.plan.UDTFDesc;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
-
-/**
- * The lateral view join operator is used for FROM src LATERAL VIEW udtf()...
- * This operator was implemented with the following operator DAG in mind.
- * 
- * For a query such as
- * 
- * SELECT pageid, adid.* FROM example_table LATERAL VIEW explode(adid_list) AS
- * adid
- * 
- * The top of the operator DAG will look similar to
- * 
- * [Table Scan] | [Lateral View Forward] / \ [Select](*) [Select](adid_list) | |
- * | [UDTF] (explode) \ / [Lateral View Join] | | [Select] (pageid, adid.*) |
- * ....
- * 
- * Rows from the table scan operator are first to a lateral view forward
- * operator that just forwards the row and marks the start of a LV. The select
- * operator on the left picks all the columns while the select operator on the
- * right picks only the columns needed by the UDTF.
- * 
- * The output of select in the left branch and output of the UDTF in the right
- * branch are then sent to the lateral view join (LVJ). In most cases, the UDTF
- * will generate > 1 row for every row received from the TS, while the left
- * select operator will generate only one. For each row output from the TS, the
- * LVJ outputs all possible rows that can be created by joining the row from the
- * left select and one of the rows output from the UDTF.
- * 
- * Additional lateral views can be supported by adding a similar DAG after the
- * previous LVJ operator.
- */
-
-@SuppressWarnings("rawtypes")
-public class LateralViewJoinVisitor extends DefaultVisitor {
-
-	private UDTFDesc udtf;
-
-	private List<Mutable<ILogicalOperator>> parents = new ArrayList<Mutable<ILogicalOperator>>();
-
-	@Override
-	public Mutable<ILogicalOperator> visit(LateralViewJoinOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException {
-
-		parents.add(AlgebricksParentOperatorRef);
-		if (operator.getParentOperators().size() > parents.size()) {
-			return null;
-		}
-
-		Operator parent0 = operator.getParentOperators().get(0);
-		ILogicalOperator parentOperator;
-		ILogicalExpression unnestArg;
-		if (parent0 instanceof UDTFOperator) {
-			List<LogicalVariable> unnestVars = new ArrayList<LogicalVariable>();
-			VariableUtilities.getLiveVariables(parents.get(1).getValue(),
-					unnestVars);
-			unnestArg = new VariableReferenceExpression(unnestVars.get(0));
-			parentOperator = parents.get(1).getValue();
-		} else {
-			List<LogicalVariable> unnestVars = new ArrayList<LogicalVariable>();
-			VariableUtilities.getLiveVariables(parents.get(0).getValue(),
-					unnestVars);
-			unnestArg = new VariableReferenceExpression(unnestVars.get(0));
-			parentOperator = parents.get(0).getValue();
-		}
-
-		LogicalVariable var = t.getVariable(udtf.toString(),
-				TypeInfoFactory.unknownTypeInfo);
-
-		Mutable<ILogicalExpression> unnestExpr = t.translateUnnestFunction(
-				udtf, new MutableObject<ILogicalExpression>(unnestArg));
-		ILogicalOperator currentOperator = new UnnestOperator(var, unnestExpr);
-
-		List<LogicalVariable> outputVars = new ArrayList<LogicalVariable>();
-		VariableUtilities.getLiveVariables(parentOperator, outputVars);
-		outputVars.add(var);
-		currentOperator.getInputs().add(
-				new MutableObject<ILogicalOperator>(parentOperator));
-
-		parents.clear();
-		udtf = null;
-		t.rewriteOperatorOutputSchema(outputVars, operator);
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(UDTFOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
-		Schema currentSchema = t.generateInputSchema(operator
-				.getParentOperators().get(0));
-		udtf = (UDTFDesc) operator.getConf();
-
-		// populate the schema from upstream operator
-		operator.setSchema(operator.getParentOperators().get(0).getSchema());
-		List<LogicalVariable> latestOutputSchema = t
-				.getVariablesFromSchema(currentSchema);
-		t.rewriteOperatorOutputSchema(latestOutputSchema, operator);
-		return null;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LimitVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LimitVisitor.java
deleted file mode 100644
index 84cdf00..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/LimitVisitor.java
+++ /dev/null
@@ -1,44 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.LimitOperator;
-import org.apache.hadoop.hive.ql.plan.LimitDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.HivesterixConstantValue;
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
-
-public class LimitVisitor extends DefaultVisitor {
-
-	@Override
-	public Mutable<ILogicalOperator> visit(LimitOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
-		Schema currentSchema = t.generateInputSchema(operator
-				.getParentOperators().get(0));
-
-		LimitDesc desc = (LimitDesc) operator.getConf();
-		int limit = desc.getLimit();
-		Integer limitValue = new Integer(limit);
-
-		ILogicalExpression expr = new ConstantExpression(
-				new HivesterixConstantValue(limitValue));
-		ILogicalOperator currentOperator = new edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.LimitOperator(
-				expr, true);
-		currentOperator.getInputs().add(AlgebricksParentOperatorRef);
-
-		operator.setSchema(operator.getParentOperators().get(0).getSchema());
-		List<LogicalVariable> latestOutputSchema = t
-				.getVariablesFromSchema(currentSchema);
-		t.rewriteOperatorOutputSchema(latestOutputSchema, operator);
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/MapJoinVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/MapJoinVisitor.java
deleted file mode 100644
index fa5d014..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/MapJoinVisitor.java
+++ /dev/null
@@ -1,183 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.io.Serializable;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.Iterator;
-import java.util.List;
-import java.util.Map;
-import java.util.Map.Entry;
-import java.util.Set;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.ColumnInfo;
-import org.apache.hadoop.hive.ql.exec.MapJoinOperator;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
-import org.apache.hadoop.hive.ql.plan.MapJoinDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDFOPAnd;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDFOPEqual;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
-
-@SuppressWarnings("rawtypes")
-public class MapJoinVisitor extends DefaultVisitor {
-
-	/**
-	 * map a join operator (in hive) to its parent operators (in asterix)
-	 */
-	private HashMap<Operator, List<Mutable<ILogicalOperator>>> opMap = new HashMap<Operator, List<Mutable<ILogicalOperator>>>();
-
-	@Override
-	public Mutable<ILogicalOperator> visit(MapJoinOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t) {
-		List<Operator<? extends Serializable>> joinSrc = operator
-				.getParentOperators();
-		List<Mutable<ILogicalOperator>> parents = opMap.get(operator);
-		if (parents == null) {
-			parents = new ArrayList<Mutable<ILogicalOperator>>();
-			opMap.put(operator, parents);
-		}
-		parents.add(AlgebricksParentOperatorRef);
-		if (joinSrc.size() != parents.size())
-			return null;
-
-		ILogicalOperator currentOperator;
-		// make an map join operator
-		// TODO: will have trouble for n-way joins
-		MapJoinDesc joinDesc = (MapJoinDesc) operator.getConf();
-
-		Map<Byte, List<ExprNodeDesc>> keyMap = joinDesc.getKeys();
-		// get the projection expression (already re-written) from each source
-		// table
-		Map<Byte, List<ExprNodeDesc>> exprMap = joinDesc.getExprs();
-
-		int inputSize = operator.getParentOperators().size();
-		// get a list of reduce sink descs (input descs)
-
-		// get the parent operator
-		List<Mutable<ILogicalOperator>> parentOps = parents;
-
-		List<String> fieldNames = new ArrayList<String>();
-		List<TypeInfo> types = new ArrayList<TypeInfo>();
-		for (Operator ts : joinSrc) {
-			List<ColumnInfo> columns = ts.getSchema().getSignature();
-			for (ColumnInfo col : columns) {
-				fieldNames.add(col.getInternalName());
-				types.add(col.getType());
-			}
-		}
-
-		// get number of equality conjunctions in the final join condition
-		Set<Entry<Byte, List<ExprNodeDesc>>> keyEntries = keyMap.entrySet();
-		Iterator<Entry<Byte, List<ExprNodeDesc>>> entry = keyEntries.iterator();
-
-		int size = 0;
-		if (entry.hasNext())
-			size = entry.next().getValue().size();
-
-		// make up the join conditon expression
-		List<ExprNodeDesc> joinConditionChildren = new ArrayList<ExprNodeDesc>();
-		for (int i = 0; i < size; i++) {
-			// create a join key pair
-			List<ExprNodeDesc> keyPair = new ArrayList<ExprNodeDesc>();
-			for (int j = 0; j < inputSize; j++) {
-				keyPair.add(keyMap.get(Byte.valueOf((byte) j)).get(i));
-			}
-			// create a hive equal condition
-			ExprNodeDesc equality = new ExprNodeGenericFuncDesc(
-					TypeInfoFactory.booleanTypeInfo, new GenericUDFOPEqual(),
-					keyPair);
-			// add the equal condition to the conjunction list
-			joinConditionChildren.add(equality);
-		}
-		// get final conjunction expression
-		ExprNodeDesc conjunct = null;
-
-		if (joinConditionChildren.size() > 1)
-			conjunct = new ExprNodeGenericFuncDesc(
-					TypeInfoFactory.booleanTypeInfo, new GenericUDFOPAnd(),
-					joinConditionChildren);
-		else if (joinConditionChildren.size() == 1)
-			conjunct = joinConditionChildren.get(0);
-		else {
-			// there is no join equality condition, full outer join
-			conjunct = new ExprNodeConstantDesc(
-					TypeInfoFactory.booleanTypeInfo, new Boolean(true));
-		}
-		// get an ILogicalExpression from hive's expression
-		Mutable<ILogicalExpression> expression = t
-				.translateScalarFucntion(conjunct);
-
-		ArrayList<LogicalVariable> left = new ArrayList<LogicalVariable>();
-		ArrayList<LogicalVariable> right = new ArrayList<LogicalVariable>();
-
-		Set<Entry<Byte, List<ExprNodeDesc>>> kentries = keyMap.entrySet();
-		Iterator<Entry<Byte, List<ExprNodeDesc>>> kiterator = kentries
-				.iterator();
-		int iteration = 0;
-		ILogicalOperator assignOperator = null;
-		while (kiterator.hasNext()) {
-			List<ExprNodeDesc> outputExprs = kiterator.next().getValue();
-
-			if (iteration == 0)
-				assignOperator = t.getAssignOperator(
-						AlgebricksParentOperatorRef, outputExprs, left);
-			else
-				assignOperator = t.getAssignOperator(
-						AlgebricksParentOperatorRef, outputExprs, right);
-
-			if (assignOperator != null) {
-				currentOperator = assignOperator;
-				AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(
-						currentOperator);
-			}
-			iteration++;
-		}
-
-		List<Mutable<ILogicalOperator>> inputs = parentOps;
-
-		// get the join operator
-		currentOperator = new InnerJoinOperator(expression);
-
-		// set the inputs from asterix join operator
-		for (Mutable<ILogicalOperator> input : inputs)
-			currentOperator.getInputs().add(input);
-		AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(
-				currentOperator);
-
-		// add assign and project operator
-		// output variables
-		ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
-		Set<Entry<Byte, List<ExprNodeDesc>>> entries = exprMap.entrySet();
-		Iterator<Entry<Byte, List<ExprNodeDesc>>> iterator = entries.iterator();
-		while (iterator.hasNext()) {
-			List<ExprNodeDesc> outputExprs = iterator.next().getValue();
-			assignOperator = t.getAssignOperator(AlgebricksParentOperatorRef,
-					outputExprs, variables);
-
-			if (assignOperator != null) {
-				currentOperator = assignOperator;
-				AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(
-						currentOperator);
-			}
-		}
-
-		currentOperator = new ProjectOperator(variables);
-		currentOperator.getInputs().add(AlgebricksParentOperatorRef);
-		t.rewriteOperatorOutputSchema(variables, operator);
-		// opMap.clear();
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ProjectVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ProjectVisitor.java
deleted file mode 100644
index 0d2067c..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/ProjectVisitor.java
+++ /dev/null
@@ -1,58 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.SelectOperator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.plan.SelectDesc;
-
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
-
-public class ProjectVisitor extends DefaultVisitor {
-
-	/**
-	 * translate project operator
-	 */
-	@Override
-	public Mutable<ILogicalOperator> visit(SelectOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) {
-
-		SelectDesc desc = (SelectDesc) operator.getConf();
-
-		if (desc == null)
-			return null;
-
-		List<ExprNodeDesc> cols = desc.getColList();
-
-		if (cols == null)
-			return null;
-
-		// insert assign operator if necessary
-		ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
-
-		for (ExprNodeDesc expr : cols)
-			t.rewriteExpression(expr);
-
-		ILogicalOperator assignOp = t.getAssignOperator(
-				AlgebricksParentOperator, cols, variables);
-		ILogicalOperator currentOperator = null;
-		if (assignOp != null) {
-			currentOperator = assignOp;
-			AlgebricksParentOperator = new MutableObject<ILogicalOperator>(
-					currentOperator);
-		}
-
-		currentOperator = new ProjectOperator(variables);
-		currentOperator.getInputs().add(AlgebricksParentOperator);
-		t.rewriteOperatorOutputSchema(variables, operator);
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/SortVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/SortVisitor.java
deleted file mode 100644
index a2c0d03..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/SortVisitor.java
+++ /dev/null
@@ -1,125 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.ExtractOperator;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.plan.ReduceSinkDesc;
-
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.OrderColumn;
-
-public class SortVisitor extends DefaultVisitor {
-
-	@SuppressWarnings("rawtypes")
-	@Override
-	public Mutable<ILogicalOperator> visit(ReduceSinkOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException {
-		ReduceSinkDesc desc = (ReduceSinkDesc) operator.getConf();
-		Operator downStream = (Operator) operator.getChildOperators().get(0);
-		List<ExprNodeDesc> keys = desc.getKeyCols();
-		if (!(downStream instanceof ExtractOperator
-				&& desc.getNumReducers() == 1 && keys.size() > 0)) {
-			return null;
-		}
-
-		List<ExprNodeDesc> schema = new ArrayList<ExprNodeDesc>();
-		List<ExprNodeDesc> values = desc.getValueCols();
-		List<ExprNodeDesc> partitionCols = desc.getPartitionCols();
-		for (ExprNodeDesc key : keys) {
-			t.rewriteExpression(key);
-		}
-		for (ExprNodeDesc value : values) {
-			t.rewriteExpression(value);
-		}
-		for (ExprNodeDesc col : partitionCols) {
-			t.rewriteExpression(col);
-		}
-
-		// add a order-by operator and limit if any
-		List<Pair<IOrder, Mutable<ILogicalExpression>>> pairs = new ArrayList<Pair<IOrder, Mutable<ILogicalExpression>>>();
-		char[] orders = desc.getOrder().toCharArray();
-		int i = 0;
-		for (ExprNodeDesc key : keys) {
-			Mutable<ILogicalExpression> expr = t.translateScalarFucntion(key);
-			IOrder order = orders[i] == '+' ? OrderOperator.ASC_ORDER
-					: OrderOperator.DESC_ORDER;
-
-			Pair<IOrder, Mutable<ILogicalExpression>> pair = new Pair<IOrder, Mutable<ILogicalExpression>>(
-					order, expr);
-			pairs.add(pair);
-			i++;
-		}
-
-		// get input variables
-		ArrayList<LogicalVariable> inputVariables = new ArrayList<LogicalVariable>();
-		VariableUtilities.getProducedVariables(
-				AlgebricksParentOperatorRef.getValue(), inputVariables);
-
-		ArrayList<LogicalVariable> keyVariables = new ArrayList<LogicalVariable>();
-		ILogicalOperator currentOperator;
-		ILogicalOperator assignOp = t.getAssignOperator(
-				AlgebricksParentOperatorRef, keys, keyVariables);
-		if (assignOp != null) {
-			currentOperator = assignOp;
-			AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(
-					currentOperator);
-		}
-
-		OrderColumn[] keyColumns = new OrderColumn[keyVariables.size()];
-
-		for (int j = 0; j < keyColumns.length; j++)
-			keyColumns[j] = new OrderColumn(keyVariables.get(j),
-					pairs.get(j).first.getKind());
-
-		// handle order operator
-		currentOperator = new OrderOperator(pairs);
-		currentOperator.getInputs().add(AlgebricksParentOperatorRef);
-		AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(
-				currentOperator);
-
-		// project back, remove generated sort-key columns if any
-		if (assignOp != null) {
-			currentOperator = new ProjectOperator(inputVariables);
-			currentOperator.getInputs().add(AlgebricksParentOperatorRef);
-			AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(
-					currentOperator);
-		}
-
-		/**
-		 * a special rule for hive's order by output schema of reduce sink
-		 * operator only contains the columns
-		 */
-		for (ExprNodeDesc value : values) {
-			schema.add(value);
-		}
-
-		ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
-		ILogicalOperator assignOperator = t.getAssignOperator(
-				AlgebricksParentOperatorRef, schema, variables);
-		t.rewriteOperatorOutputSchema(variables, operator);
-
-		if (assignOperator != null) {
-			currentOperator = assignOperator;
-			AlgebricksParentOperatorRef = new MutableObject<ILogicalOperator>(
-					currentOperator);
-		}
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/TableScanWriteVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/TableScanWriteVisitor.java
deleted file mode 100644
index 3e12bb9..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/TableScanWriteVisitor.java
+++ /dev/null
@@ -1,148 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.ColumnInfo;
-import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
-import org.apache.hadoop.hive.ql.exec.TableScanOperator;
-import org.apache.hadoop.hive.ql.plan.PartitionDesc;
-import org.apache.hadoop.hive.ql.plan.TableScanDesc;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hivesterix.runtime.jobgen.HiveDataSink;
-import edu.uci.ics.hivesterix.runtime.jobgen.HiveDataSource;
-import edu.uci.ics.hivesterix.runtime.jobgen.HiveMetaDataProvider;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSink;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSource;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
-
-public class TableScanWriteVisitor extends DefaultVisitor {
-
-	/**
-	 * map from alias to partition desc
-	 */
-	private HashMap<String, PartitionDesc> aliasToPathMap;
-
-	/**
-	 * map from partition desc to data source
-	 */
-	private HashMap<PartitionDesc, IDataSource<PartitionDesc>> dataSourceMap = new HashMap<PartitionDesc, IDataSource<PartitionDesc>>();
-
-	/**
-	 * constructor
-	 * 
-	 * @param aliasToPathMap
-	 */
-	public TableScanWriteVisitor(HashMap<String, PartitionDesc> aliasToPathMap) {
-		this.aliasToPathMap = aliasToPathMap;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(TableScanOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		TableScanDesc desc = (TableScanDesc) operator.getConf();
-		if (desc == null) {
-			List<LogicalVariable> schema = new ArrayList<LogicalVariable>();
-			VariableUtilities.getLiveVariables(
-					AlgebricksParentOperator.getValue(), schema);
-			t.rewriteOperatorOutputSchema(schema, operator);
-			return null;
-		}
-
-		List<ColumnInfo> columns = operator.getSchema().getSignature();
-		for (int i = columns.size() - 1; i >= 0; i--)
-			if (columns.get(i).getIsVirtualCol() == true)
-				columns.remove(i);
-
-		// start with empty tuple operator
-		List<TypeInfo> types = new ArrayList<TypeInfo>();
-		ArrayList<LogicalVariable> variables = new ArrayList<LogicalVariable>();
-		List<String> names = new ArrayList<String>();
-		for (ColumnInfo column : columns) {
-			types.add(column.getType());
-
-			LogicalVariable var = t.getVariableFromFieldName(column
-					.getTabAlias() + "." + column.getInternalName());
-			LogicalVariable varNew;
-
-			if (var != null) {
-				varNew = t.getVariable(
-						column.getTabAlias() + "." + column.getInternalName()
-								+ operator.toString(), column.getType());
-				t.replaceVariable(var, varNew);
-				var = varNew;
-			} else
-				var = t.getNewVariable(
-						column.getTabAlias() + "." + column.getInternalName(),
-						column.getType());
-
-			variables.add(var);
-			names.add(column.getInternalName());
-		}
-		Schema currentSchema = new Schema(names, types);
-
-		String alias = desc.getAlias();
-		PartitionDesc partDesc = aliasToPathMap.get(alias);
-		IDataSource<PartitionDesc> dataSource = new HiveDataSource<PartitionDesc>(
-				partDesc, currentSchema.getSchema());
-		ILogicalOperator currentOperator = new DataSourceScanOperator(
-				variables, dataSource);
-
-		// set empty tuple source operator
-		ILogicalOperator ets = new EmptyTupleSourceOperator();
-		currentOperator.getInputs().add(
-				new MutableObject<ILogicalOperator>(ets));
-
-		// setup data source
-		dataSourceMap.put(partDesc, dataSource);
-		t.rewriteOperatorOutputSchema(variables, operator);
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(FileSinkOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t) {
-
-		if (hiveOperator.getChildOperators() != null
-				&& hiveOperator.getChildOperators().size() > 0)
-			return null;
-
-		Schema currentSchema = t.generateInputSchema(hiveOperator
-				.getParentOperators().get(0));
-
-		IDataSink sink = new HiveDataSink(hiveOperator,
-				currentSchema.getSchema());
-		List<Mutable<ILogicalExpression>> exprList = new ArrayList<Mutable<ILogicalExpression>>();
-		for (String column : currentSchema.getNames()) {
-			exprList.add(new MutableObject<ILogicalExpression>(
-					new VariableReferenceExpression(t.getVariable(column))));
-		}
-
-		ILogicalOperator currentOperator = new WriteOperator(exprList, sink);
-		if (AlgebricksParentOperator != null) {
-			currentOperator.getInputs().add(AlgebricksParentOperator);
-		}
-
-		IMetadataProvider<PartitionDesc, Object> metaData = new HiveMetaDataProvider<PartitionDesc, Object>(
-				hiveOperator, currentSchema, dataSourceMap);
-		t.setMetadataProvider(metaData);
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/UnionVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/UnionVisitor.java
deleted file mode 100644
index f4e74f6..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/UnionVisitor.java
+++ /dev/null
@@ -1,64 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hadoop.hive.ql.exec.UnionOperator;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.DefaultVisitor;
-import edu.uci.ics.hivesterix.logical.plan.visitor.base.Translator;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.common.utils.Triple;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
-
-public class UnionVisitor extends DefaultVisitor {
-
-	List<Mutable<ILogicalOperator>> parents = new ArrayList<Mutable<ILogicalOperator>>();
-
-	@Override
-	public Mutable<ILogicalOperator> visit(UnionOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-
-		parents.add(AlgebricksParentOperator);
-		if (operator.getParentOperators().size() > parents.size()) {
-			return null;
-		}
-
-		List<LogicalVariable> leftVars = new ArrayList<LogicalVariable>();
-		List<LogicalVariable> rightVars = new ArrayList<LogicalVariable>();
-
-		VariableUtilities.getUsedVariables(parents.get(0).getValue(), leftVars);
-		VariableUtilities
-				.getUsedVariables(parents.get(1).getValue(), rightVars);
-
-		List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> triples = new ArrayList<Triple<LogicalVariable, LogicalVariable, LogicalVariable>>();
-		List<LogicalVariable> unionVars = new ArrayList<LogicalVariable>();
-
-		for (int i = 0; i < leftVars.size(); i++) {
-			LogicalVariable unionVar = t.getVariable(leftVars.get(i).getId()
-					+ "union" + AlgebricksParentOperator.hashCode(),
-					TypeInfoFactory.unknownTypeInfo);
-			unionVars.add(unionVar);
-			Triple<LogicalVariable, LogicalVariable, LogicalVariable> triple = new Triple<LogicalVariable, LogicalVariable, LogicalVariable>(
-					leftVars.get(i), rightVars.get(i), unionVar);
-			t.replaceVariable(leftVars.get(i), unionVar);
-			t.replaceVariable(rightVars.get(i), unionVar);
-			triples.add(triple);
-		}
-		ILogicalOperator currentOperator = new edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator(
-				triples);
-		for (Mutable<ILogicalOperator> parent : parents)
-			currentOperator.getInputs().add(parent);
-
-		t.rewriteOperatorOutputSchema(unionVars, operator);
-		parents.clear();
-		return new MutableObject<ILogicalOperator>(currentOperator);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/DefaultVisitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/DefaultVisitor.java
deleted file mode 100644
index 20013e3..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/DefaultVisitor.java
+++ /dev/null
@@ -1,166 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor.base;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.hadoop.hive.ql.exec.CollectOperator;
-import org.apache.hadoop.hive.ql.exec.ExtractOperator;
-import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
-import org.apache.hadoop.hive.ql.exec.FilterOperator;
-import org.apache.hadoop.hive.ql.exec.ForwardOperator;
-import org.apache.hadoop.hive.ql.exec.GroupByOperator;
-import org.apache.hadoop.hive.ql.exec.JoinOperator;
-import org.apache.hadoop.hive.ql.exec.LateralViewForwardOperator;
-import org.apache.hadoop.hive.ql.exec.LateralViewJoinOperator;
-import org.apache.hadoop.hive.ql.exec.LimitOperator;
-import org.apache.hadoop.hive.ql.exec.MapJoinOperator;
-import org.apache.hadoop.hive.ql.exec.MapOperator;
-import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
-import org.apache.hadoop.hive.ql.exec.SMBMapJoinOperator;
-import org.apache.hadoop.hive.ql.exec.ScriptOperator;
-import org.apache.hadoop.hive.ql.exec.SelectOperator;
-import org.apache.hadoop.hive.ql.exec.TableScanOperator;
-import org.apache.hadoop.hive.ql.exec.UDTFOperator;
-import org.apache.hadoop.hive.ql.exec.UnionOperator;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-
-/**
- * a default empty implementation of visitor
- * 
- * @author yingyib
- */
-public class DefaultVisitor implements Visitor {
-
-	@Override
-	public Mutable<ILogicalOperator> visit(CollectOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(JoinOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(ExtractOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(MapJoinOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(SMBMapJoinOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	public Mutable<ILogicalOperator> visit(FileSinkOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	public Mutable<ILogicalOperator> visit(ReduceSinkOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(FilterOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(ForwardOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(GroupByOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(
-			LateralViewForwardOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(
-			LateralViewJoinOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(LimitOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(MapOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(ScriptOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(SelectOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(TableScanOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(UDTFOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public Mutable<ILogicalOperator> visit(UnionOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperator, Translator t)
-			throws AlgebricksException {
-		return null;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Translator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Translator.java
deleted file mode 100644
index 9165386..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Translator.java
+++ /dev/null
@@ -1,174 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor.base;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.plan.AggregationDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.plan.PartitionDesc;
-import org.apache.hadoop.hive.ql.plan.UDTFDesc;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
-
-@SuppressWarnings("rawtypes")
-public interface Translator {
-
-	/**
-	 * generate input schema
-	 * 
-	 * @param operator
-	 * @return
-	 */
-	public Schema generateInputSchema(Operator operator);
-
-	/**
-	 * rewrite the names of output columns for feture expression evaluators to
-	 * use
-	 * 
-	 * @param operator
-	 */
-	public void rewriteOperatorOutputSchema(List<LogicalVariable> vars,
-			Operator operator);
-
-	/**
-	 * rewrite the names of output columns for feture expression evaluators to
-	 * use
-	 * 
-	 * @param operator
-	 */
-	public void rewriteOperatorOutputSchema(Operator operator);
-
-	/**
-	 * rewrite an expression and substitute variables
-	 * 
-	 * @param expr
-	 *            hive expression
-	 */
-	public void rewriteExpression(ExprNodeDesc expr);
-
-	/**
-	 * rewrite an expression and substitute variables
-	 * 
-	 * @param expr
-	 *            hive expression
-	 */
-	public void rewriteExpressionPartial(ExprNodeDesc expr);
-
-	/**
-	 * get an assign operator as a child of parent
-	 * 
-	 * @param parent
-	 * @param cols
-	 * @param variables
-	 * @return
-	 */
-	public ILogicalOperator getAssignOperator(Mutable<ILogicalOperator> parent,
-			List<ExprNodeDesc> cols, ArrayList<LogicalVariable> variables);
-
-	/**
-	 * get type for a logical variable
-	 * 
-	 * @param var
-	 * @return type info
-	 */
-	public TypeInfo getType(LogicalVariable var);
-
-	/**
-	 * translate an expression from hive to Algebricks
-	 * 
-	 * @param desc
-	 * @return
-	 */
-	public Mutable<ILogicalExpression> translateScalarFucntion(ExprNodeDesc desc);
-
-	/**
-	 * translate an aggregation from hive to Algebricks
-	 * 
-	 * @param aggregateDesc
-	 * @return
-	 */
-	public Mutable<ILogicalExpression> translateAggregation(
-			AggregationDesc aggregateDesc);
-
-	/**
-	 * translate unnesting (UDTF) function expression
-	 * 
-	 * @param aggregator
-	 * @return
-	 */
-	public Mutable<ILogicalExpression> translateUnnestFunction(
-			UDTFDesc udtfDesc, Mutable<ILogicalExpression> argument);
-
-	/**
-	 * get variable from a schema
-	 * 
-	 * @param schema
-	 * @return
-	 */
-	public List<LogicalVariable> getVariablesFromSchema(Schema schema);
-
-	/**
-	 * get variable from name
-	 * 
-	 * @param name
-	 * @return
-	 */
-	public LogicalVariable getVariable(String name);
-
-	/**
-	 * get variable from field name
-	 * 
-	 * @param name
-	 * @return
-	 */
-	public LogicalVariable getVariableFromFieldName(String name);
-
-	/**
-	 * get variable from name, type
-	 * 
-	 * @param fieldName
-	 * @param type
-	 * @return
-	 */
-	public LogicalVariable getVariable(String fieldName, TypeInfo type);
-
-	/**
-	 * get new variable from name, type
-	 * 
-	 * @param fieldName
-	 * @param type
-	 * @return
-	 */
-	public LogicalVariable getNewVariable(String fieldName, TypeInfo type);
-
-	/**
-	 * set the metadata provider
-	 * 
-	 * @param metadata
-	 */
-	public void setMetadataProvider(
-			IMetadataProvider<PartitionDesc, Object> metadata);
-
-	/**
-	 * get the metadata provider
-	 * 
-	 * @param metadata
-	 */
-	public IMetadataProvider<PartitionDesc, Object> getMetadataProvider();
-
-	/**
-	 * replace the variable
-	 * 
-	 * @param oldVar
-	 * @param newVar
-	 */
-	public void replaceVariable(LogicalVariable oldVar, LogicalVariable newVar);
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Visitor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Visitor.java
deleted file mode 100644
index 745f93e..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/logical/plan/visitor/base/Visitor.java
+++ /dev/null
@@ -1,106 +0,0 @@
-package edu.uci.ics.hivesterix.logical.plan.visitor.base;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.hadoop.hive.ql.exec.CollectOperator;
-import org.apache.hadoop.hive.ql.exec.ExtractOperator;
-import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
-import org.apache.hadoop.hive.ql.exec.FilterOperator;
-import org.apache.hadoop.hive.ql.exec.ForwardOperator;
-import org.apache.hadoop.hive.ql.exec.GroupByOperator;
-import org.apache.hadoop.hive.ql.exec.JoinOperator;
-import org.apache.hadoop.hive.ql.exec.LateralViewForwardOperator;
-import org.apache.hadoop.hive.ql.exec.LateralViewJoinOperator;
-import org.apache.hadoop.hive.ql.exec.LimitOperator;
-import org.apache.hadoop.hive.ql.exec.MapJoinOperator;
-import org.apache.hadoop.hive.ql.exec.MapOperator;
-import org.apache.hadoop.hive.ql.exec.ReduceSinkOperator;
-import org.apache.hadoop.hive.ql.exec.SMBMapJoinOperator;
-import org.apache.hadoop.hive.ql.exec.ScriptOperator;
-import org.apache.hadoop.hive.ql.exec.SelectOperator;
-import org.apache.hadoop.hive.ql.exec.TableScanOperator;
-import org.apache.hadoop.hive.ql.exec.UDTFOperator;
-import org.apache.hadoop.hive.ql.exec.UnionOperator;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-
-public interface Visitor {
-
-	public Mutable<ILogicalOperator> visit(CollectOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(JoinOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(ExtractOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(MapJoinOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(SMBMapJoinOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(FilterOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(ForwardOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(GroupByOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(
-			LateralViewForwardOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(
-			LateralViewJoinOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(LimitOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(MapOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(ScriptOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(SelectOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(TableScanOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(FileSinkOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(ReduceSinkOperator hiveOperator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(UDTFOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-
-	public Mutable<ILogicalOperator> visit(UnionOperator operator,
-			Mutable<ILogicalOperator> AlgebricksParentOperatorRef, Translator t)
-			throws AlgebricksException;
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rulecollections/HiveRuleCollections.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rulecollections/HiveRuleCollections.java
deleted file mode 100644
index 4ebea0a..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rulecollections/HiveRuleCollections.java
+++ /dev/null
@@ -1,114 +0,0 @@
-package edu.uci.ics.hivesterix.optimizer.rulecollections;
-
-import java.util.LinkedList;
-
-import edu.uci.ics.hivesterix.optimizer.rules.InsertProjectBeforeWriteRule;
-import edu.uci.ics.hivesterix.optimizer.rules.IntroduceEarlyProjectRule;
-import edu.uci.ics.hivesterix.optimizer.rules.LocalGroupByRule;
-import edu.uci.ics.hivesterix.optimizer.rules.RemoveRedundantSelectRule;
-import edu.uci.ics.hyracks.algebricks.core.rewriter.base.HeuristicOptimizer;
-import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.BreakSelectIntoConjunctsRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.ComplexJoinInferenceRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.ConsolidateAssignsRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.ConsolidateSelectsRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.EliminateSubplanRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.EnforceStructuralPropertiesRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.ExtractCommonOperatorsRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.ExtractGbyExpressionsRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.FactorRedundantGroupAndDecorVarsRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.InferTypesRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.InlineVariablesRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.InsertProjectBeforeUnionRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.IntroduceAggregateCombinerRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.IntroduceGroupByCombinerRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.IsolateHyracksOperatorsRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.PullSelectOutOfEqJoin;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushLimitDownRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushProjectDownRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushProjectIntoDataSourceScanRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushSelectDownRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.PushSelectIntoJoinRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.ReinferAllTypesRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.RemoveRedundantProjectionRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.RemoveUnusedAssignAndAggregateRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.SetAlgebricksPhysicalOperatorsRule;
-import edu.uci.ics.hyracks.algebricks.rewriter.rules.SetExecutionModeRule;
-
-public final class HiveRuleCollections {
-
-	public final static LinkedList<IAlgebraicRewriteRule> NORMALIZATION = new LinkedList<IAlgebraicRewriteRule>();
-	static {
-		NORMALIZATION.add(new EliminateSubplanRule());
-		NORMALIZATION.add(new IntroduceAggregateCombinerRule());
-		NORMALIZATION.add(new BreakSelectIntoConjunctsRule());
-		NORMALIZATION.add(new IntroduceAggregateCombinerRule());
-		NORMALIZATION.add(new PushSelectIntoJoinRule());
-		NORMALIZATION.add(new ExtractGbyExpressionsRule());
-		NORMALIZATION.add(new RemoveRedundantSelectRule());
-	}
-
-	public final static LinkedList<IAlgebraicRewriteRule> COND_PUSHDOWN_AND_JOIN_INFERENCE = new LinkedList<IAlgebraicRewriteRule>();
-	static {
-		COND_PUSHDOWN_AND_JOIN_INFERENCE.add(new PushSelectDownRule());
-		COND_PUSHDOWN_AND_JOIN_INFERENCE.add(new InlineVariablesRule());
-		COND_PUSHDOWN_AND_JOIN_INFERENCE
-				.add(new FactorRedundantGroupAndDecorVarsRule());
-		COND_PUSHDOWN_AND_JOIN_INFERENCE.add(new EliminateSubplanRule());
-	}
-
-	public final static LinkedList<IAlgebraicRewriteRule> LOAD_FIELDS = new LinkedList<IAlgebraicRewriteRule>();
-	static {
-		// should LoadRecordFieldsRule be applied in only one pass over the
-		// plan?
-		LOAD_FIELDS.add(new InlineVariablesRule());
-		// LOAD_FIELDS.add(new RemoveUnusedAssignAndAggregateRule());
-		LOAD_FIELDS.add(new ComplexJoinInferenceRule());
-		LOAD_FIELDS.add(new InferTypesRule());
-	}
-
-	public final static LinkedList<IAlgebraicRewriteRule> OP_PUSHDOWN = new LinkedList<IAlgebraicRewriteRule>();
-	static {
-		OP_PUSHDOWN.add(new PushProjectDownRule());
-		OP_PUSHDOWN.add(new PushSelectDownRule());
-	}
-
-	public final static LinkedList<IAlgebraicRewriteRule> DATA_EXCHANGE = new LinkedList<IAlgebraicRewriteRule>();
-	static {
-		DATA_EXCHANGE.add(new SetExecutionModeRule());
-	}
-
-	public final static LinkedList<IAlgebraicRewriteRule> CONSOLIDATION = new LinkedList<IAlgebraicRewriteRule>();
-	static {
-		CONSOLIDATION.add(new RemoveRedundantProjectionRule());
-		CONSOLIDATION.add(new ConsolidateSelectsRule());
-		CONSOLIDATION.add(new IntroduceEarlyProjectRule());
-		CONSOLIDATION.add(new ConsolidateAssignsRule());
-		CONSOLIDATION.add(new IntroduceGroupByCombinerRule());
-		CONSOLIDATION.add(new RemoveUnusedAssignAndAggregateRule());
-	}
-
-	public final static LinkedList<IAlgebraicRewriteRule> PHYSICAL_PLAN_REWRITES = new LinkedList<IAlgebraicRewriteRule>();
-	static {
-		PHYSICAL_PLAN_REWRITES.add(new PullSelectOutOfEqJoin());
-		PHYSICAL_PLAN_REWRITES.add(new SetAlgebricksPhysicalOperatorsRule());
-		PHYSICAL_PLAN_REWRITES.add(new EnforceStructuralPropertiesRule());
-		PHYSICAL_PLAN_REWRITES.add(new PushProjectDownRule());
-		PHYSICAL_PLAN_REWRITES.add(new SetAlgebricksPhysicalOperatorsRule());
-		PHYSICAL_PLAN_REWRITES.add(new PushLimitDownRule());
-		PHYSICAL_PLAN_REWRITES.add(new InsertProjectBeforeWriteRule());
-		PHYSICAL_PLAN_REWRITES.add(new InsertProjectBeforeUnionRule());
-	}
-
-	public final static LinkedList<IAlgebraicRewriteRule> prepareJobGenRules = new LinkedList<IAlgebraicRewriteRule>();
-	static {
-		prepareJobGenRules.add(new ReinferAllTypesRule());
-		prepareJobGenRules.add(new IsolateHyracksOperatorsRule(
-				HeuristicOptimizer.hyraxOperatorsBelowWhichJobGenIsDisabled));
-		prepareJobGenRules.add(new ExtractCommonOperatorsRule());
-		prepareJobGenRules.add(new LocalGroupByRule());
-		prepareJobGenRules.add(new PushProjectIntoDataSourceScanRule());
-		prepareJobGenRules.add(new ReinferAllTypesRule());
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/InsertProjectBeforeWriteRule.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/InsertProjectBeforeWriteRule.java
deleted file mode 100644
index c58982e..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/InsertProjectBeforeWriteRule.java
+++ /dev/null
@@ -1,85 +0,0 @@
-package edu.uci.ics.hivesterix.optimizer.rules;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.StreamProjectPOperator;
-import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
-
-public class InsertProjectBeforeWriteRule implements IAlgebraicRewriteRule {
-
-	@Override
-	public boolean rewritePost(Mutable<ILogicalOperator> opRef,
-			IOptimizationContext context) {
-		return false;
-	}
-
-	/**
-	 * When the input schema to WriteOperator is different from the output
-	 * schema in terms of variable order, add a project operator to get the
-	 * write order
-	 */
-	@Override
-	public boolean rewritePre(Mutable<ILogicalOperator> opRef,
-			IOptimizationContext context) throws AlgebricksException {
-		AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
-		if (op.getOperatorTag() != LogicalOperatorTag.WRITE) {
-			return false;
-		}
-		WriteOperator opWrite = (WriteOperator) op;
-		ArrayList<LogicalVariable> finalSchema = new ArrayList<LogicalVariable>();
-		VariableUtilities.getUsedVariables(opWrite, finalSchema);
-		ArrayList<LogicalVariable> inputSchema = new ArrayList<LogicalVariable>();
-		VariableUtilities.getLiveVariables(opWrite, inputSchema);
-		if (!isIdentical(finalSchema, inputSchema)) {
-			ProjectOperator projectOp = new ProjectOperator(finalSchema);
-			Mutable<ILogicalOperator> parentOpRef = opWrite.getInputs().get(0);
-			projectOp.getInputs().add(parentOpRef);
-			opWrite.getInputs().clear();
-			opWrite.getInputs().add(
-					new MutableObject<ILogicalOperator>(projectOp));
-			projectOp.setPhysicalOperator(new StreamProjectPOperator());
-			projectOp.setExecutionMode(ExecutionMode.PARTITIONED);
-
-			AbstractLogicalOperator op2 = (AbstractLogicalOperator) parentOpRef
-					.getValue();
-			if (op2.getOperatorTag() == LogicalOperatorTag.PROJECT) {
-				ProjectOperator pi2 = (ProjectOperator) op2;
-				parentOpRef.setValue(pi2.getInputs().get(0).getValue());
-			}
-			context.computeAndSetTypeEnvironmentForOperator(projectOp);
-			return true;
-		} else
-			return false;
-
-	}
-
-	private boolean isIdentical(List<LogicalVariable> finalSchema,
-			List<LogicalVariable> inputSchema) {
-		int finalSchemaSize = finalSchema.size();
-		int inputSchemaSize = inputSchema.size();
-		if (finalSchemaSize != inputSchemaSize)
-			throw new IllegalStateException(
-					"final output schema variables missing!");
-		for (int i = 0; i < finalSchemaSize; i++) {
-			LogicalVariable var1 = finalSchema.get(i);
-			LogicalVariable var2 = inputSchema.get(i);
-			if (!var1.equals(var2))
-				return false;
-		}
-		return true;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/IntroduceEarlyProjectRule.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/IntroduceEarlyProjectRule.java
deleted file mode 100644
index 2bebe81..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/IntroduceEarlyProjectRule.java
+++ /dev/null
@@ -1,77 +0,0 @@
-package edu.uci.ics.hivesterix.optimizer.rules;
-
-import java.util.ArrayList;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Set;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
-import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
-
-public class IntroduceEarlyProjectRule implements IAlgebraicRewriteRule {
-
-	@Override
-	public boolean rewritePre(Mutable<ILogicalOperator> opRef,
-			IOptimizationContext context) throws AlgebricksException {
-		return false;
-	}
-
-	@Override
-	public boolean rewritePost(Mutable<ILogicalOperator> opRef,
-			IOptimizationContext context) throws AlgebricksException {
-		AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
-		if (op.getOperatorTag() != LogicalOperatorTag.PROJECT) {
-			return false;
-		}
-		AbstractLogicalOperator middleOp = (AbstractLogicalOperator) op
-				.getInputs().get(0).getValue();
-		List<LogicalVariable> deliveredVars = new ArrayList<LogicalVariable>();
-		List<LogicalVariable> usedVars = new ArrayList<LogicalVariable>();
-		List<LogicalVariable> producedVars = new ArrayList<LogicalVariable>();
-
-		VariableUtilities.getUsedVariables(op, deliveredVars);
-		VariableUtilities.getUsedVariables(middleOp, usedVars);
-		VariableUtilities.getProducedVariables(middleOp, producedVars);
-
-		Set<LogicalVariable> requiredVariables = new HashSet<LogicalVariable>();
-		requiredVariables.addAll(deliveredVars);
-		requiredVariables.addAll(usedVars);
-		requiredVariables.removeAll(producedVars);
-
-		if (middleOp.getInputs().size() <= 0 || middleOp.getInputs().size() > 1)
-			return false;
-
-		AbstractLogicalOperator targetOp = (AbstractLogicalOperator) middleOp
-				.getInputs().get(0).getValue();
-		if (targetOp.getOperatorTag() != LogicalOperatorTag.DATASOURCESCAN)
-			return false;
-
-		Set<LogicalVariable> deliveredEarlyVars = new HashSet<LogicalVariable>();
-		VariableUtilities.getLiveVariables(targetOp, deliveredEarlyVars);
-
-		deliveredEarlyVars.removeAll(requiredVariables);
-		if (deliveredEarlyVars.size() > 0) {
-			ArrayList<LogicalVariable> requiredVars = new ArrayList<LogicalVariable>();
-			requiredVars.addAll(requiredVariables);
-			ILogicalOperator earlyProjectOp = new ProjectOperator(requiredVars);
-			Mutable<ILogicalOperator> earlyProjectOpRef = new MutableObject<ILogicalOperator>(
-					earlyProjectOp);
-			Mutable<ILogicalOperator> targetRef = middleOp.getInputs().get(0);
-			middleOp.getInputs().set(0, earlyProjectOpRef);
-			earlyProjectOp.getInputs().add(targetRef);
-			context.computeAndSetTypeEnvironmentForOperator(earlyProjectOp);
-			return true;
-		}
-		return false;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/LocalGroupByRule.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/LocalGroupByRule.java
deleted file mode 100644
index 72cbe21..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/LocalGroupByRule.java
+++ /dev/null
@@ -1,71 +0,0 @@
-package edu.uci.ics.hivesterix.optimizer.rules;
-
-import org.apache.commons.lang3.mutable.Mutable;
-
-import edu.uci.ics.hivesterix.logical.plan.HiveOperatorAnnotations;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.OperatorAnnotations;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.physical.OneToOneExchangePOperator;
-import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
-
-public class LocalGroupByRule implements IAlgebraicRewriteRule {
-
-	@Override
-	public boolean rewritePre(Mutable<ILogicalOperator> opRef,
-			IOptimizationContext context) throws AlgebricksException {
-		return false;
-	}
-
-	@Override
-	public boolean rewritePost(Mutable<ILogicalOperator> opRef,
-			IOptimizationContext context) throws AlgebricksException {
-		AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
-		if (op.getOperatorTag() != LogicalOperatorTag.GROUP) {
-			return false;
-		}
-		Boolean localGby = (Boolean) op.getAnnotations().get(
-				HiveOperatorAnnotations.LOCAL_GROUP_BY);
-		if (localGby != null && localGby.equals(Boolean.TRUE)) {
-			Boolean hashGby = (Boolean) op.getAnnotations().get(
-					OperatorAnnotations.USE_HASH_GROUP_BY);
-			Boolean externalGby = (Boolean) op.getAnnotations().get(
-					OperatorAnnotations.USE_EXTERNAL_GROUP_BY);
-			if ((hashGby != null && (hashGby.equals(Boolean.TRUE)) || (externalGby != null && externalGby
-					.equals(Boolean.TRUE)))) {
-				reviseExchange(op);
-			} else {
-				ILogicalOperator child = op.getInputs().get(0).getValue();
-				AbstractLogicalOperator childOp = (AbstractLogicalOperator) child;
-				while (child.getInputs().size() > 0) {
-					if (childOp.getOperatorTag() == LogicalOperatorTag.ORDER)
-						break;
-					else {
-						child = child.getInputs().get(0).getValue();
-						childOp = (AbstractLogicalOperator) child;
-					}
-				}
-				if (childOp.getOperatorTag() == LogicalOperatorTag.ORDER)
-					reviseExchange(childOp);
-			}
-			return true;
-		}
-		return false;
-	}
-
-	private void reviseExchange(AbstractLogicalOperator op) {
-		ExchangeOperator exchange = (ExchangeOperator) op.getInputs().get(0)
-				.getValue();
-		IPhysicalOperator physicalOp = exchange.getPhysicalOperator();
-		if (physicalOp.getOperatorTag() == PhysicalOperatorTag.HASH_PARTITION_EXCHANGE) {
-			exchange.setPhysicalOperator(new OneToOneExchangePOperator());
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/RemoveRedundantSelectRule.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/RemoveRedundantSelectRule.java
deleted file mode 100644
index 9958ba8..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/optimizer/rules/RemoveRedundantSelectRule.java
+++ /dev/null
@@ -1,46 +0,0 @@
-package edu.uci.ics.hivesterix.optimizer.rules;
-
-import org.apache.commons.lang3.mutable.Mutable;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
-import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
-
-public class RemoveRedundantSelectRule implements IAlgebraicRewriteRule {
-
-	@Override
-	public boolean rewritePre(Mutable<ILogicalOperator> opRef,
-			IOptimizationContext context) throws AlgebricksException {
-		return false;
-	}
-
-	@Override
-	public boolean rewritePost(Mutable<ILogicalOperator> opRef,
-			IOptimizationContext context) throws AlgebricksException {
-		AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
-		if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
-			return false;
-		}
-		AbstractLogicalOperator inputOp = (AbstractLogicalOperator) op
-				.getInputs().get(0).getValue();
-		if (inputOp.getOperatorTag() != LogicalOperatorTag.SELECT) {
-			return false;
-		}
-		SelectOperator selectOp = (SelectOperator) op;
-		SelectOperator inputSelectOp = (SelectOperator) inputOp;
-		ILogicalExpression expr1 = selectOp.getCondition().getValue();
-		ILogicalExpression expr2 = inputSelectOp.getCondition().getValue();
-
-		if (expr1.equals(expr2)) {
-			selectOp.getInputs().set(0, inputSelectOp.getInputs().get(0));
-			return true;
-		}
-		return false;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/config/ConfUtil.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/config/ConfUtil.java
deleted file mode 100644
index 6b4d697..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/config/ConfUtil.java
+++ /dev/null
@@ -1,144 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.config;
-
-import java.net.InetAddress;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.session.SessionState;
-import org.apache.hadoop.mapred.FileInputFormat;
-import org.apache.hadoop.mapred.InputFormat;
-import org.apache.hadoop.mapred.JobConf;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.api.client.HyracksConnection;
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
-import edu.uci.ics.hyracks.api.topology.ClusterTopology;
-
-@SuppressWarnings({ "rawtypes", "deprecation" })
-public class ConfUtil {
-
-	private static JobConf job;
-	private static HiveConf hconf;
-	private static String[] NCs;
-	private static Map<String, List<String>> ncMapping;
-	private static IHyracksClientConnection hcc = null;
-	private static ClusterTopology topology = null;
-
-	public static JobConf getJobConf(Class<? extends InputFormat> format,
-			Path path) {
-		JobConf conf = new JobConf();
-		if (job != null)
-			conf = job;
-
-		String hadoopPath = System.getProperty("HADOOP_HOME", "/hadoop");
-		Path pathCore = new Path(hadoopPath + "/conf/core-site.xml");
-		conf.addResource(pathCore);
-		Path pathMapRed = new Path(hadoopPath + "/conf/mapred-site.xml");
-		conf.addResource(pathMapRed);
-		Path pathHDFS = new Path(hadoopPath + "/conf/hdfs-site.xml");
-		conf.addResource(pathHDFS);
-
-		conf.setInputFormat(format);
-		FileInputFormat.setInputPaths(conf, path);
-		return conf;
-	}
-
-	public static JobConf getJobConf() {
-		JobConf conf = new JobConf();
-		if (job != null)
-			conf = job;
-
-		String hadoopPath = System.getProperty("HADOOP_HOME", "/hadoop");
-		Path pathCore = new Path(hadoopPath + "/conf/core-site.xml");
-		conf.addResource(pathCore);
-		Path pathMapRed = new Path(hadoopPath + "/conf/mapred-site.xml");
-		conf.addResource(pathMapRed);
-		Path pathHDFS = new Path(hadoopPath + "/conf/hdfs-site.xml");
-		conf.addResource(pathHDFS);
-
-		return conf;
-	}
-
-	public static void setJobConf(JobConf conf) {
-		job = conf;
-	}
-
-	public static void setHiveConf(HiveConf hiveConf) {
-		hconf = hiveConf;
-	}
-
-	public static HiveConf getHiveConf() {
-		if (hconf == null) {
-			hconf = new HiveConf(SessionState.class);
-			hconf.addResource(new Path("conf/hive-default.xml"));
-		}
-		return hconf;
-	}
-
-	public static String[] getNCs() throws AlgebricksException {
-		if (NCs == null) {
-			try {
-				loadClusterConfig();
-			} catch (Exception e) {
-				throw new AlgebricksException(e);
-			}
-		}
-		return NCs;
-	}
-
-	public static Map<String, List<String>> getNCMapping()
-			throws AlgebricksException {
-		if (ncMapping == null) {
-			try {
-				loadClusterConfig();
-			} catch (Exception e) {
-				throw new AlgebricksException(e);
-			}
-		}
-		return ncMapping;
-	}
-
-	private static void loadClusterConfig() {
-		try {
-			getHiveConf();
-			String ipAddress = hconf.get("hive.hyracks.host");
-			int port = Integer.parseInt(hconf.get("hive.hyracks.port"));
-			int mpl = Integer.parseInt(hconf.get("hive.hyracks.parrallelism"));
-			hcc = new HyracksConnection(ipAddress, port);
-			topology = hcc.getClusterTopology();
-			Map<String, NodeControllerInfo> ncNameToNcInfos = hcc
-					.getNodeControllerInfos();
-			NCs = new String[ncNameToNcInfos.size() * mpl];
-			ncMapping = new HashMap<String, List<String>>();
-			int i = 0;
-			for (Map.Entry<String, NodeControllerInfo> entry : ncNameToNcInfos
-					.entrySet()) {
-				String ipAddr = InetAddress.getByAddress(
-						entry.getValue().getNetworkAddress().getIpAddress())
-						.getHostAddress();
-				List<String> matchedNCs = ncMapping.get(ipAddr);
-				if (matchedNCs == null) {
-					matchedNCs = new ArrayList<String>();
-					ncMapping.put(ipAddr, matchedNCs);
-				}
-				matchedNCs.add(entry.getKey());
-				for (int j = i * mpl; j < i * mpl + mpl; j++)
-					NCs[j] = entry.getKey();
-				i++;
-			}
-		} catch (Exception e) {
-			throw new IllegalStateException(e);
-		}
-	}
-
-	public static ClusterTopology getClusterTopology() {
-		if (topology == null)
-			loadClusterConfig();
-		return topology;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AbstractExpressionEvaluator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AbstractExpressionEvaluator.java
deleted file mode 100644
index 8f6d9ca..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AbstractExpressionEvaluator.java
+++ /dev/null
@@ -1,174 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.SerDeException;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.io.BytesWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyFactory;
-import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
-import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-public abstract class AbstractExpressionEvaluator implements ICopyEvaluator {
-
-	private List<ICopyEvaluator> children;
-
-	private ExprNodeEvaluator evaluator;
-
-	private IDataOutputProvider out;
-
-	private ObjectInspector inspector;
-
-	/**
-	 * output object inspector
-	 */
-	private ObjectInspector outputInspector;
-
-	/**
-	 * cached row object
-	 */
-	private LazyObject<? extends ObjectInspector> cachedRowObject;
-
-	/**
-	 * serializer/derialzer for lazy object
-	 */
-	private SerDe lazySer;
-
-	/**
-	 * data output
-	 */
-	DataOutput dataOutput;
-
-	public AbstractExpressionEvaluator(ExprNodeEvaluator hiveEvaluator,
-			ObjectInspector oi, IDataOutputProvider output)
-			throws AlgebricksException {
-		evaluator = hiveEvaluator;
-		out = output;
-		inspector = oi;
-		dataOutput = out.getDataOutput();
-	}
-
-	protected ObjectInspector getRowInspector() {
-		return null;
-	}
-
-	protected IDataOutputProvider getIDataOutputProvider() {
-		return out;
-	}
-
-	protected ExprNodeEvaluator getHiveEvaluator() {
-		return evaluator;
-	}
-
-	public ObjectInspector getObjectInspector() {
-		return inspector;
-	}
-
-	@Override
-	public void evaluate(IFrameTupleReference r) throws AlgebricksException {
-		// initialize hive evaluator
-		try {
-			if (outputInspector == null)
-				outputInspector = evaluator.initialize(inspector);
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException(e.getMessage());
-		}
-
-		readIntoCache(r);
-		try {
-			Object result = evaluator.evaluate(cachedRowObject);
-
-			// if (result == null) {
-			// result = evaluator.evaluate(cachedRowObject);
-			//
-			// // check if result is null
-			//
-			// String errorMsg = "serialize null object in  \n output " +
-			// outputInspector.toString() + " \n input "
-			// + inspector.toString() + "\n ";
-			// errorMsg += "";
-			// List<Object> columns = ((StructObjectInspector)
-			// inspector).getStructFieldsDataAsList(cachedRowObject);
-			// for (Object column : columns) {
-			// errorMsg += column.toString() + " ";
-			// }
-			// errorMsg += "\n";
-			// Log.info(errorMsg);
-			// System.out.println(errorMsg);
-			// // result = new BooleanWritable(true);
-			// throw new IllegalStateException(errorMsg);
-			// }
-
-			serializeResult(result);
-		} catch (HiveException e) {
-			e.printStackTrace();
-			throw new AlgebricksException(e.getMessage());
-		} catch (IOException e) {
-			e.printStackTrace();
-			throw new AlgebricksException(e.getMessage());
-		}
-	}
-
-	/**
-	 * serialize the result
-	 * 
-	 * @param result
-	 *            the evaluation result
-	 * @throws IOException
-	 * @throws AlgebricksException
-	 */
-	private void serializeResult(Object result) throws IOException,
-			AlgebricksException {
-		if (lazySer == null)
-			lazySer = new LazySerDe();
-
-		try {
-			BytesWritable outputWritable = (BytesWritable) lazySer.serialize(
-					result, outputInspector);
-			dataOutput.write(outputWritable.getBytes(), 0,
-					outputWritable.getLength());
-		} catch (SerDeException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	/**
-	 * bind the tuple reference to the cached row object
-	 * 
-	 * @param r
-	 */
-	private void readIntoCache(IFrameTupleReference r) {
-		if (cachedRowObject == null)
-			cachedRowObject = (LazyObject<? extends ObjectInspector>) LazyFactory
-					.createLazyObject(inspector);
-		cachedRowObject.init(r);
-	}
-
-	/**
-	 * set a list of children of this evaluator
-	 * 
-	 * @param children
-	 */
-	public void setChildren(List<ICopyEvaluator> children) {
-		this.children = children;
-	}
-
-	public void addChild(ICopyEvaluator child) {
-		if (children == null)
-			children = new ArrayList<ICopyEvaluator>();
-		children.add(child);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregationFunctionEvaluator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregationFunctionEvaluator.java
deleted file mode 100644
index 271b5e4..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregationFunctionEvaluator.java
+++ /dev/null
@@ -1,231 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.util.List;
-
-import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFCount;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer;
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.SerDeException;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.io.BytesWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyAggregateFunction;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-public class AggregationFunctionEvaluator implements ICopyAggregateFunction {
-
-	/**
-	 * the mode of aggregation function
-	 */
-	private GenericUDAFEvaluator.Mode mode;
-
-	/**
-	 * an array of evaluators
-	 */
-	private ExprNodeEvaluator[] evaluators;
-
-	/**
-	 * udaf evaluator partial
-	 */
-	private GenericUDAFEvaluator udafPartial;
-
-	/**
-	 * udaf evaluator complete
-	 */
-	private GenericUDAFEvaluator udafComplete;
-
-	/**
-	 * cached parameter objects
-	 */
-	private Object[] cachedParameters;
-
-	/**
-	 * cached row objects
-	 */
-	private LazyObject<? extends ObjectInspector> cachedRowObject;
-
-	/**
-	 * the output channel
-	 */
-	private DataOutput out;
-
-	/**
-	 * aggregation buffer
-	 */
-	private AggregationBuffer aggBuffer;
-
-	/**
-	 * we only use lazy serde to do serialization
-	 */
-	private SerDe lazySer;
-
-	/**
-	 * the output object inspector for this aggregation function
-	 */
-	private ObjectInspector outputInspector;
-
-	/**
-	 * the output object inspector for this aggregation function
-	 */
-	private ObjectInspector outputInspectorPartial;
-
-	/**
-	 * parameter inspectors
-	 */
-	private ObjectInspector[] parameterInspectors;
-
-	/**
-	 * output make sure the aggregation functio has least object creation
-	 * 
-	 * @param desc
-	 * @param oi
-	 * @param output
-	 */
-	public AggregationFunctionEvaluator(List<ExprNodeDesc> inputs,
-			List<TypeInfo> inputTypes, String genericUDAFName,
-			GenericUDAFEvaluator.Mode aggMode, boolean distinct,
-			ObjectInspector oi, DataOutput output, ExprNodeEvaluator[] evals,
-			ObjectInspector[] pInspectors, Object[] parameterCache,
-			SerDe serde, LazyObject<? extends ObjectInspector> row,
-			GenericUDAFEvaluator udafunctionPartial,
-			GenericUDAFEvaluator udafunctionComplete, ObjectInspector outputOi,
-			ObjectInspector outputOiPartial) {
-		// shared object across threads
-		this.out = output;
-		this.mode = aggMode;
-		this.parameterInspectors = pInspectors;
-
-		// thread local objects
-		this.evaluators = evals;
-		this.cachedParameters = parameterCache;
-		this.cachedRowObject = row;
-		this.lazySer = serde;
-		this.udafPartial = udafunctionPartial;
-		this.udafComplete = udafunctionComplete;
-		this.outputInspector = outputOi;
-		this.outputInspectorPartial = outputOiPartial;
-	}
-
-	@Override
-	public void init() throws AlgebricksException {
-		try {
-			aggBuffer = udafPartial.getNewAggregationBuffer();
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	@Override
-	public void step(IFrameTupleReference tuple) throws AlgebricksException {
-		readIntoCache(tuple);
-		processRow();
-	}
-
-	private void processRow() throws AlgebricksException {
-		try {
-			// get values by evaluating them
-			for (int i = 0; i < cachedParameters.length; i++) {
-				cachedParameters[i] = evaluators[i].evaluate(cachedRowObject);
-			}
-			processAggregate();
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	private void processAggregate() throws HiveException {
-		/**
-		 * accumulate the aggregation function
-		 */
-		switch (mode) {
-		case PARTIAL1:
-		case COMPLETE:
-			udafPartial.iterate(aggBuffer, cachedParameters);
-			break;
-		case PARTIAL2:
-		case FINAL:
-			if (udafPartial instanceof GenericUDAFCount.GenericUDAFCountEvaluator) {
-				Object parameter = ((PrimitiveObjectInspector) parameterInspectors[0])
-						.getPrimitiveWritableObject(cachedParameters[0]);
-				udafPartial.merge(aggBuffer, parameter);
-			} else
-				udafPartial.merge(aggBuffer, cachedParameters[0]);
-			break;
-		default:
-			break;
-		}
-	}
-
-	/**
-	 * serialize the result
-	 * 
-	 * @param result
-	 *            the evaluation result
-	 * @throws IOException
-	 * @throws AlgebricksException
-	 */
-	private void serializeResult(Object result, ObjectInspector oi)
-			throws IOException, AlgebricksException {
-		try {
-			BytesWritable outputWritable = (BytesWritable) lazySer.serialize(
-					result, oi);
-			out.write(outputWritable.getBytes(), 0, outputWritable.getLength());
-		} catch (SerDeException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	/**
-	 * bind the tuple reference to the cached row object
-	 * 
-	 * @param r
-	 */
-	private void readIntoCache(IFrameTupleReference r) {
-		cachedRowObject.init(r);
-	}
-
-	@Override
-	public void finish() throws AlgebricksException {
-		// aggregator
-		try {
-			Object result = null;
-			result = udafPartial.terminatePartial(aggBuffer);
-			if (mode == GenericUDAFEvaluator.Mode.COMPLETE
-					|| mode == GenericUDAFEvaluator.Mode.FINAL) {
-				result = udafComplete.terminate(aggBuffer);
-				serializeResult(result, outputInspector);
-			} else {
-				serializeResult(result, outputInspectorPartial);
-			}
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		} catch (IOException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	@Override
-	public void finishPartial() throws AlgebricksException {
-		// aggregator.
-		try {
-			Object result = null;
-			// get aggregations
-			result = udafPartial.terminatePartial(aggBuffer);
-			serializeResult(result, outputInspectorPartial);
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		} catch (IOException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregatuibFunctionSerializableEvaluator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregatuibFunctionSerializableEvaluator.java
deleted file mode 100644
index 032437b..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/AggregatuibFunctionSerializableEvaluator.java
+++ /dev/null
@@ -1,259 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.util.List;
-
-import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFCount;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.SerDeException;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.io.BytesWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopySerializableAggregateFunction;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-public class AggregatuibFunctionSerializableEvaluator implements
-		ICopySerializableAggregateFunction {
-
-	/**
-	 * the mode of aggregation function
-	 */
-	private GenericUDAFEvaluator.Mode mode;
-
-	/**
-	 * an array of evaluators
-	 */
-	private ExprNodeEvaluator[] evaluators;
-
-	/**
-	 * udaf evaluator partial
-	 */
-	private GenericUDAFEvaluator udafPartial;
-
-	/**
-	 * udaf evaluator complete
-	 */
-	private GenericUDAFEvaluator udafComplete;
-
-	/**
-	 * cached parameter objects
-	 */
-	private Object[] cachedParameters;
-
-	/**
-	 * cached row objects
-	 */
-	private LazyObject<? extends ObjectInspector> cachedRowObject;
-
-	/**
-	 * aggregation buffer
-	 */
-	private SerializableBuffer aggBuffer;
-
-	/**
-	 * we only use lazy serde to do serialization
-	 */
-	private SerDe lazySer;
-
-	/**
-	 * the output object inspector for this aggregation function
-	 */
-	private ObjectInspector outputInspector;
-
-	/**
-	 * the output object inspector for this aggregation function
-	 */
-	private ObjectInspector outputInspectorPartial;
-
-	/**
-	 * parameter inspectors
-	 */
-	private ObjectInspector[] parameterInspectors;
-
-	/**
-	 * output make sure the aggregation functio has least object creation
-	 * 
-	 * @param desc
-	 * @param oi
-	 * @param output
-	 */
-	public AggregatuibFunctionSerializableEvaluator(List<ExprNodeDesc> inputs,
-			List<TypeInfo> inputTypes, String genericUDAFName,
-			GenericUDAFEvaluator.Mode aggMode, boolean distinct,
-			ObjectInspector oi, ExprNodeEvaluator[] evals,
-			ObjectInspector[] pInspectors, Object[] parameterCache,
-			SerDe serde, LazyObject<? extends ObjectInspector> row,
-			GenericUDAFEvaluator udafunctionPartial,
-			GenericUDAFEvaluator udafunctionComplete, ObjectInspector outputOi,
-			ObjectInspector outputOiPartial) throws AlgebricksException {
-		// shared object across threads
-		this.mode = aggMode;
-		this.parameterInspectors = pInspectors;
-
-		// thread local objects
-		this.evaluators = evals;
-		this.cachedParameters = parameterCache;
-		this.cachedRowObject = row;
-		this.lazySer = serde;
-		this.udafPartial = udafunctionPartial;
-		this.udafComplete = udafunctionComplete;
-		this.outputInspector = outputOi;
-		this.outputInspectorPartial = outputOiPartial;
-
-		try {
-			aggBuffer = (SerializableBuffer) udafPartial
-					.getNewAggregationBuffer();
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	@Override
-	public void init(DataOutput output) throws AlgebricksException {
-		try {
-			udafPartial.reset(aggBuffer);
-			outputAggBuffer(aggBuffer, output);
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	@Override
-	public void step(IFrameTupleReference tuple, byte[] data, int start, int len)
-			throws AlgebricksException {
-		deSerializeAggBuffer(aggBuffer, data, start, len);
-		readIntoCache(tuple);
-		processRow();
-		serializeAggBuffer(aggBuffer, data, start, len);
-	}
-
-	private void processRow() throws AlgebricksException {
-		try {
-			// get values by evaluating them
-			for (int i = 0; i < cachedParameters.length; i++) {
-				cachedParameters[i] = evaluators[i].evaluate(cachedRowObject);
-			}
-			processAggregate();
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	private void processAggregate() throws HiveException {
-		/**
-		 * accumulate the aggregation function
-		 */
-		switch (mode) {
-		case PARTIAL1:
-		case COMPLETE:
-			udafPartial.iterate(aggBuffer, cachedParameters);
-			break;
-		case PARTIAL2:
-		case FINAL:
-			if (udafPartial instanceof GenericUDAFCount.GenericUDAFCountEvaluator) {
-				Object parameter = ((PrimitiveObjectInspector) parameterInspectors[0])
-						.getPrimitiveWritableObject(cachedParameters[0]);
-				udafPartial.merge(aggBuffer, parameter);
-			} else
-				udafPartial.merge(aggBuffer, cachedParameters[0]);
-			break;
-		default:
-			break;
-		}
-	}
-
-	/**
-	 * serialize the result
-	 * 
-	 * @param result
-	 *            the evaluation result
-	 * @throws IOException
-	 * @throws AlgebricksException
-	 */
-	private void serializeResult(Object result, ObjectInspector oi,
-			DataOutput out) throws IOException, AlgebricksException {
-		try {
-			BytesWritable outputWritable = (BytesWritable) lazySer.serialize(
-					result, oi);
-			out.write(outputWritable.getBytes(), 0, outputWritable.getLength());
-		} catch (SerDeException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	/**
-	 * bind the tuple reference to the cached row object
-	 * 
-	 * @param r
-	 */
-	private void readIntoCache(IFrameTupleReference r) {
-		cachedRowObject.init(r);
-	}
-
-	@Override
-	public void finish(byte[] data, int start, int len, DataOutput output)
-			throws AlgebricksException {
-		deSerializeAggBuffer(aggBuffer, data, start, len);
-		// aggregator
-		try {
-			Object result = null;
-			result = udafPartial.terminatePartial(aggBuffer);
-			if (mode == GenericUDAFEvaluator.Mode.COMPLETE
-					|| mode == GenericUDAFEvaluator.Mode.FINAL) {
-				result = udafComplete.terminate(aggBuffer);
-				serializeResult(result, outputInspector, output);
-			} else {
-				serializeResult(result, outputInspectorPartial, output);
-			}
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		} catch (IOException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	@Override
-	public void finishPartial(byte[] data, int start, int len, DataOutput output)
-			throws AlgebricksException {
-		deSerializeAggBuffer(aggBuffer, data, start, len);
-		// aggregator.
-		try {
-			Object result = null;
-			// get aggregations
-			result = udafPartial.terminatePartial(aggBuffer);
-			serializeResult(result, outputInspectorPartial, output);
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		} catch (IOException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	private void serializeAggBuffer(SerializableBuffer buffer, byte[] data,
-			int start, int len) throws AlgebricksException {
-		buffer.serializeAggBuffer(data, start, len);
-	}
-
-	private void deSerializeAggBuffer(SerializableBuffer buffer, byte[] data,
-			int start, int len) throws AlgebricksException {
-		buffer.deSerializeAggBuffer(data, start, len);
-	}
-
-	private void outputAggBuffer(SerializableBuffer buffer, DataOutput out)
-			throws AlgebricksException {
-		try {
-			buffer.serializeAggBuffer(out);
-		} catch (IOException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/BufferSerDeUtil.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/BufferSerDeUtil.java
deleted file mode 100644
index d73be93..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/BufferSerDeUtil.java
+++ /dev/null
@@ -1,73 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-public class BufferSerDeUtil {
-
-	public static double getDouble(byte[] bytes, int offset) {
-		return Double.longBitsToDouble(getLong(bytes, offset));
-	}
-
-	public static float getFloat(byte[] bytes, int offset) {
-		return Float.intBitsToFloat(getInt(bytes, offset));
-	}
-
-	public static boolean getBoolean(byte[] bytes, int offset) {
-		if (bytes[offset] == 0)
-			return false;
-		else
-			return true;
-	}
-
-	public static int getInt(byte[] bytes, int offset) {
-		return ((bytes[offset] & 0xff) << 24)
-				+ ((bytes[offset + 1] & 0xff) << 16)
-				+ ((bytes[offset + 2] & 0xff) << 8)
-				+ ((bytes[offset + 3] & 0xff) << 0);
-	}
-
-	public static long getLong(byte[] bytes, int offset) {
-		return (((long) (bytes[offset] & 0xff)) << 56)
-				+ (((long) (bytes[offset + 1] & 0xff)) << 48)
-				+ (((long) (bytes[offset + 2] & 0xff)) << 40)
-				+ (((long) (bytes[offset + 3] & 0xff)) << 32)
-				+ (((long) (bytes[offset + 4] & 0xff)) << 24)
-				+ (((long) (bytes[offset + 5] & 0xff)) << 16)
-				+ (((long) (bytes[offset + 6] & 0xff)) << 8)
-				+ (((long) (bytes[offset + 7] & 0xff)) << 0);
-	}
-
-	public static void writeBoolean(boolean value, byte[] bytes, int offset) {
-		if (value)
-			bytes[offset] = (byte) 1;
-		else
-			bytes[offset] = (byte) 0;
-	}
-
-	public static void writeInt(int value, byte[] bytes, int offset) {
-		bytes[offset++] = (byte) (value >> 24);
-		bytes[offset++] = (byte) (value >> 16);
-		bytes[offset++] = (byte) (value >> 8);
-		bytes[offset++] = (byte) (value);
-	}
-
-	public static void writeLong(long value, byte[] bytes, int offset) {
-		bytes[offset++] = (byte) (value >> 56);
-		bytes[offset++] = (byte) (value >> 48);
-		bytes[offset++] = (byte) (value >> 40);
-		bytes[offset++] = (byte) (value >> 32);
-		bytes[offset++] = (byte) (value >> 24);
-		bytes[offset++] = (byte) (value >> 16);
-		bytes[offset++] = (byte) (value >> 8);
-		bytes[offset++] = (byte) (value);
-	}
-
-	public static void writeDouble(double value, byte[] bytes, int offset) {
-		long lValue = Double.doubleToLongBits(value);
-		writeLong(lValue, bytes, offset);
-	}
-
-	public static void writeFloat(float value, byte[] bytes, int offset) {
-		int iValue = Float.floatToIntBits(value);
-		writeInt(iValue, bytes, offset);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ColumnExpressionEvaluator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ColumnExpressionEvaluator.java
deleted file mode 100644
index 3296e19..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ColumnExpressionEvaluator.java
+++ /dev/null
@@ -1,18 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import org.apache.hadoop.hive.ql.exec.ExprNodeColumnEvaluator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class ColumnExpressionEvaluator extends AbstractExpressionEvaluator {
-
-	public ColumnExpressionEvaluator(ExprNodeColumnDesc expr,
-			ObjectInspector oi, IDataOutputProvider output)
-			throws AlgebricksException {
-		super(new ExprNodeColumnEvaluator(expr), oi, output);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ConstantExpressionEvaluator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ConstantExpressionEvaluator.java
deleted file mode 100644
index 62928e6..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ConstantExpressionEvaluator.java
+++ /dev/null
@@ -1,17 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import org.apache.hadoop.hive.ql.exec.ExprNodeConstantEvaluator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class ConstantExpressionEvaluator extends AbstractExpressionEvaluator {
-
-	public ConstantExpressionEvaluator(ExprNodeConstantDesc expr,
-			ObjectInspector oi, IDataOutputProvider output)
-			throws AlgebricksException {
-		super(new ExprNodeConstantEvaluator(expr), oi, output);
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ExpressionTranslator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ExpressionTranslator.java
deleted file mode 100644
index 2180910..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/ExpressionTranslator.java
+++ /dev/null
@@ -1,233 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.hadoop.hive.ql.exec.FunctionInfo;
-import org.apache.hadoop.hive.ql.exec.FunctionRegistry;
-import org.apache.hadoop.hive.ql.plan.AggregationDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeFieldDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeNullDesc;
-import org.apache.hadoop.hive.ql.plan.UDTFDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDF;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDTF;
-import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.logical.expression.ExpressionConstant;
-import edu.uci.ics.hivesterix.logical.expression.HiveAlgebricksBuiltInFunctionMap;
-import edu.uci.ics.hivesterix.logical.expression.HiveFunctionInfo;
-import edu.uci.ics.hivesterix.logical.expression.HivesterixConstantValue;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
-
-public class ExpressionTranslator {
-
-	public static Object getHiveExpression(ILogicalExpression expr,
-			IVariableTypeEnvironment env) throws Exception {
-		if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
-			/**
-			 * function expression
-			 */
-			AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
-			IFunctionInfo funcInfo = funcExpr.getFunctionInfo();
-			FunctionIdentifier fid = funcInfo.getFunctionIdentifier();
-
-			if (fid.getName().equals(ExpressionConstant.FIELDACCESS)) {
-				Object info = ((HiveFunctionInfo) funcInfo).getInfo();
-				ExprNodeFieldDesc desc = (ExprNodeFieldDesc) info;
-				return new ExprNodeFieldDesc(desc.getTypeInfo(),
-						desc.getDesc(), desc.getFieldName(), desc.getIsList());
-			}
-
-			if (fid.getName().equals(ExpressionConstant.NULL)) {
-				return new ExprNodeNullDesc();
-			}
-
-			/**
-			 * argument expressions: translate argument expressions recursively
-			 * first, this logic is shared in scalar, aggregation and unnesting
-			 * function
-			 */
-			List<Mutable<ILogicalExpression>> arguments = funcExpr
-					.getArguments();
-			List<ExprNodeDesc> parameters = new ArrayList<ExprNodeDesc>();
-			for (Mutable<ILogicalExpression> argument : arguments) {
-				/**
-				 * parameters could not be aggregate function desc
-				 */
-				ExprNodeDesc parameter = (ExprNodeDesc) getHiveExpression(
-						argument.getValue(), env);
-				parameters.add(parameter);
-			}
-
-			/**
-			 * get expression
-			 */
-			if (funcExpr instanceof ScalarFunctionCallExpression) {
-				String udfName = HiveAlgebricksBuiltInFunctionMap.INSTANCE
-						.getHiveFunctionName(fid);
-				GenericUDF udf;
-				if (udfName != null) {
-					/**
-					 * get corresponding function info for built-in functions
-					 */
-					FunctionInfo fInfo = FunctionRegistry
-							.getFunctionInfo(udfName);
-					udf = fInfo.getGenericUDF();
-
-					int inputSize = parameters.size();
-					List<ExprNodeDesc> currentDescs = new ArrayList<ExprNodeDesc>();
-
-					// generate expression tree if necessary
-					while (inputSize > 2) {
-						int pairs = inputSize / 2;
-						for (int i = 0; i < pairs; i++) {
-							List<ExprNodeDesc> descs = new ArrayList<ExprNodeDesc>();
-							descs.add(parameters.get(2 * i));
-							descs.add(parameters.get(2 * i + 1));
-							ExprNodeDesc desc = ExprNodeGenericFuncDesc
-									.newInstance(udf, descs);
-							currentDescs.add(desc);
-						}
-
-						if (inputSize % 2 != 0) {
-							// List<ExprNodeDesc> descs = new
-							// ArrayList<ExprNodeDesc>();
-							// ExprNodeDesc lastExpr =
-							// currentDescs.remove(currentDescs.size() - 1);
-							// descs.add(lastExpr);
-							currentDescs.add(parameters.get(inputSize - 1));
-							// ExprNodeDesc desc =
-							// ExprNodeGenericFuncDesc.newInstance(udf, descs);
-							// currentDescs.add(desc);
-						}
-						inputSize = currentDescs.size();
-						parameters.clear();
-						parameters.addAll(currentDescs);
-						currentDescs.clear();
-					}
-
-				} else {
-					Object secondInfo = ((HiveFunctionInfo) funcInfo).getInfo();
-					if (secondInfo != null) {
-
-						/**
-						 * for GenericUDFBridge: we should not call get type of
-						 * this hive expression, because parameters may have
-						 * been changed!
-						 */
-						ExprNodeGenericFuncDesc hiveExpr = (ExprNodeGenericFuncDesc) ((HiveFunctionInfo) funcInfo)
-								.getInfo();
-						udf = hiveExpr.getGenericUDF();
-					} else {
-						/**
-						 * for other generic UDF
-						 */
-						Class<?> udfClass;
-						try {
-							udfClass = Class.forName(fid.getName());
-							udf = (GenericUDF) udfClass.newInstance();
-						} catch (Exception e) {
-							e.printStackTrace();
-							throw new AlgebricksException(e.getMessage());
-						}
-					}
-				}
-				/**
-				 * get hive generic function expression
-				 */
-				ExprNodeDesc desc = ExprNodeGenericFuncDesc.newInstance(udf,
-						parameters);
-				return desc;
-			} else if (funcExpr instanceof AggregateFunctionCallExpression) {
-				/**
-				 * hive aggregation info
-				 */
-				AggregationDesc aggregateDesc = (AggregationDesc) ((HiveFunctionInfo) funcExpr
-						.getFunctionInfo()).getInfo();
-				/**
-				 * set parameters
-				 */
-				aggregateDesc
-						.setParameters((ArrayList<ExprNodeDesc>) parameters);
-
-				List<TypeInfo> originalParameterTypeInfos = new ArrayList<TypeInfo>();
-				for (ExprNodeDesc parameter : parameters) {
-					if (parameter.getTypeInfo() instanceof StructTypeInfo) {
-						originalParameterTypeInfos
-								.add(TypeInfoFactory.doubleTypeInfo);
-					} else
-						originalParameterTypeInfos.add(parameter.getTypeInfo());
-				}
-
-				GenericUDAFEvaluator eval = FunctionRegistry
-						.getGenericUDAFEvaluator(
-								aggregateDesc.getGenericUDAFName(),
-								originalParameterTypeInfos,
-								aggregateDesc.getDistinct(), false);
-
-				AggregationDesc newAggregateDesc = new AggregationDesc(
-						aggregateDesc.getGenericUDAFName(), eval,
-						aggregateDesc.getParameters(),
-						aggregateDesc.getDistinct(), aggregateDesc.getMode());
-				return newAggregateDesc;
-			} else if (funcExpr instanceof UnnestingFunctionCallExpression) {
-				/**
-				 * type inference for UDTF function
-				 */
-				UDTFDesc hiveDesc = (UDTFDesc) ((HiveFunctionInfo) funcExpr
-						.getFunctionInfo()).getInfo();
-				String funcName = hiveDesc.getUDTFName();
-				FunctionInfo fi = FunctionRegistry.getFunctionInfo(funcName);
-				GenericUDTF udtf = fi.getGenericUDTF();
-				UDTFDesc desc = new UDTFDesc(udtf);
-				return desc;
-			} else {
-				throw new IllegalStateException(
-						"unrecognized function expression "
-								+ expr.getClass().getName());
-			}
-		} else if ((expr.getExpressionTag() == LogicalExpressionTag.VARIABLE)) {
-			/**
-			 * get type for variable in the environment
-			 */
-			VariableReferenceExpression varExpr = (VariableReferenceExpression) expr;
-			LogicalVariable var = varExpr.getVariableReference();
-			TypeInfo typeInfo = (TypeInfo) env.getVarType(var);
-			ExprNodeDesc desc = new ExprNodeColumnDesc(typeInfo,
-					var.toString(), "", false);
-			return desc;
-		} else if ((expr.getExpressionTag() == LogicalExpressionTag.CONSTANT)) {
-			/**
-			 * get expression for constant in the environment
-			 */
-			ConstantExpression varExpr = (ConstantExpression) expr;
-			Object value = ((HivesterixConstantValue) varExpr.getValue())
-					.getObject();
-			ExprNodeDesc desc = new ExprNodeConstantDesc(value);
-			return desc;
-		} else {
-			throw new IllegalStateException("illegal expressions "
-					+ expr.getClass().getName());
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FieldExpressionEvaluator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FieldExpressionEvaluator.java
deleted file mode 100644
index 5f6a5dc..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FieldExpressionEvaluator.java
+++ /dev/null
@@ -1,17 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import org.apache.hadoop.hive.ql.exec.ExprNodeFieldEvaluator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeFieldDesc;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class FieldExpressionEvaluator extends AbstractExpressionEvaluator {
-
-	public FieldExpressionEvaluator(ExprNodeFieldDesc expr, ObjectInspector oi,
-			IDataOutputProvider output) throws AlgebricksException {
-		super(new ExprNodeFieldEvaluator(expr), oi, output);
-	}
-
-}
\ No newline at end of file
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FunctionExpressionEvaluator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FunctionExpressionEvaluator.java
deleted file mode 100644
index c3f3c93..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/FunctionExpressionEvaluator.java
+++ /dev/null
@@ -1,18 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import org.apache.hadoop.hive.ql.exec.ExprNodeGenericFuncEvaluator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class FunctionExpressionEvaluator extends AbstractExpressionEvaluator {
-
-	public FunctionExpressionEvaluator(ExprNodeGenericFuncDesc expr,
-			ObjectInspector oi, IDataOutputProvider output)
-			throws AlgebricksException {
-		super(new ExprNodeGenericFuncEvaluator(expr), oi, output);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/NullExpressionEvaluator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/NullExpressionEvaluator.java
deleted file mode 100644
index cbe5561..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/NullExpressionEvaluator.java
+++ /dev/null
@@ -1,16 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import org.apache.hadoop.hive.ql.exec.ExprNodeNullEvaluator;
-import org.apache.hadoop.hive.ql.plan.ExprNodeNullDesc;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class NullExpressionEvaluator extends AbstractExpressionEvaluator {
-
-	public NullExpressionEvaluator(ExprNodeNullDesc expr, ObjectInspector oi,
-			IDataOutputProvider output) throws AlgebricksException {
-		super(new ExprNodeNullEvaluator(expr), oi, output);
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/SerializableBuffer.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/SerializableBuffer.java
deleted file mode 100644
index 328b384..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/SerializableBuffer.java
+++ /dev/null
@@ -1,16 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import java.io.DataOutput;
-import java.io.IOException;
-
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer;
-
-public interface SerializableBuffer extends AggregationBuffer {
-
-	public void deSerializeAggBuffer(byte[] data, int start, int len);
-
-	public void serializeAggBuffer(byte[] data, int start, int len);
-
-	public void serializeAggBuffer(DataOutput output) throws IOException;
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/UDTFFunctionEvaluator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/UDTFFunctionEvaluator.java
deleted file mode 100644
index de0141b..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/evaluator/UDTFFunctionEvaluator.java
+++ /dev/null
@@ -1,147 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.evaluator;
-
-import java.io.DataOutput;
-import java.io.IOException;
-
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.plan.UDTFDesc;
-import org.apache.hadoop.hive.ql.udf.generic.Collector;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDTF;
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.SerDeException;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.io.BytesWritable;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.serde.lazy.LazyColumnar;
-import edu.uci.ics.hivesterix.serde.lazy.LazyFactory;
-import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
-import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyUnnestingFunction;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-public class UDTFFunctionEvaluator implements ICopyUnnestingFunction, Collector {
-
-	/**
-	 * udtf function
-	 */
-	private UDTFDesc func;
-
-	/**
-	 * input object inspector
-	 */
-	private ObjectInspector inputInspector;
-
-	/**
-	 * output object inspector
-	 */
-	private ObjectInspector outputInspector;
-
-	/**
-	 * object inspector for udtf
-	 */
-	private ObjectInspector[] udtfInputOIs;
-
-	/**
-	 * generic udtf
-	 */
-	private GenericUDTF udtf;
-
-	/**
-	 * data output
-	 */
-	private DataOutput out;
-
-	/**
-	 * the input row object
-	 */
-	private LazyColumnar cachedRowObject;
-
-	/**
-	 * cached row object (input)
-	 */
-	private Object[] cachedInputObjects;
-
-	/**
-	 * serialization/deserialization
-	 */
-	private SerDe lazySerDe;
-
-	/**
-	 * columns feed into UDTF
-	 */
-	private int[] columns;
-
-	public UDTFFunctionEvaluator(UDTFDesc desc, Schema schema, int[] cols,
-			DataOutput output) {
-		this.func = desc;
-		this.inputInspector = schema.toObjectInspector();
-		udtf = func.getGenericUDTF();
-		out = output;
-		columns = cols;
-	}
-
-	@Override
-	public void init(IFrameTupleReference tuple) throws AlgebricksException {
-		cachedInputObjects = new LazyObject[columns.length];
-		try {
-			cachedRowObject = (LazyColumnar) LazyFactory
-					.createLazyObject(inputInspector);
-			outputInspector = udtf.initialize(udtfInputOIs);
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		}
-		udtf.setCollector(this);
-		lazySerDe = new LazySerDe();
-		readIntoCache(tuple);
-	}
-
-	@Override
-	public boolean step() throws AlgebricksException {
-		try {
-			udtf.process(cachedInputObjects);
-			return true;
-		} catch (HiveException e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	/**
-	 * bind the tuple reference to the cached row object
-	 * 
-	 * @param r
-	 */
-	private void readIntoCache(IFrameTupleReference r) {
-		cachedRowObject.init(r);
-		for (int i = 0; i < cachedInputObjects.length; i++) {
-			cachedInputObjects[i] = cachedRowObject.getField(columns[i]);
-		}
-	}
-
-	/**
-	 * serialize the result
-	 * 
-	 * @param result
-	 *            the evaluation result
-	 * @throws IOException
-	 * @throws AlgebricksException
-	 */
-	private void serializeResult(Object result) throws SerDeException,
-			IOException {
-		BytesWritable outputWritable = (BytesWritable) lazySerDe.serialize(
-				result, outputInspector);
-		out.write(outputWritable.getBytes(), 0, outputWritable.getLength());
-	}
-
-	@Override
-	public void collect(Object input) throws HiveException {
-		try {
-			serializeResult(input);
-		} catch (IOException e) {
-			throw new HiveException(e);
-		} catch (SerDeException e) {
-			throw new HiveException(e);
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/exec/HyracksExecutionEngine.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/exec/HyracksExecutionEngine.java
deleted file mode 100644
index 6c1ac72..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/exec/HyracksExecutionEngine.java
+++ /dev/null
@@ -1,554 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.exec;
-
-import java.io.PrintWriter;
-import java.io.Serializable;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.Iterator;
-import java.util.List;
-import java.util.Map;
-import java.util.Map.Entry;
-import java.util.Set;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.exec.ConditionalTask;
-import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
-import org.apache.hadoop.hive.ql.exec.MapRedTask;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.exec.TableScanOperator;
-import org.apache.hadoop.hive.ql.exec.Task;
-import org.apache.hadoop.hive.ql.plan.DynamicPartitionCtx;
-import org.apache.hadoop.hive.ql.plan.FetchWork;
-import org.apache.hadoop.hive.ql.plan.FileSinkDesc;
-import org.apache.hadoop.hive.ql.plan.MapredLocalWork;
-import org.apache.hadoop.hive.ql.plan.MapredWork;
-import org.apache.hadoop.hive.ql.plan.PartitionDesc;
-import org.apache.hadoop.hive.ql.plan.TableScanDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.HiveExpressionTypeComputer;
-import edu.uci.ics.hivesterix.logical.expression.HiveMergeAggregationExpressionFactory;
-import edu.uci.ics.hivesterix.logical.expression.HiveNullableTypeComputer;
-import edu.uci.ics.hivesterix.logical.expression.HivePartialAggregationTypeComputer;
-import edu.uci.ics.hivesterix.logical.plan.HiveAlgebricksTranslator;
-import edu.uci.ics.hivesterix.logical.plan.HiveLogicalPlanAndMetaData;
-import edu.uci.ics.hivesterix.optimizer.rulecollections.HiveRuleCollections;
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hivesterix.runtime.factory.evaluator.HiveExpressionRuntimeProvider;
-import edu.uci.ics.hivesterix.runtime.factory.nullwriter.HiveNullWriterFactory;
-import edu.uci.ics.hivesterix.runtime.inspector.HiveBinaryBooleanInspectorFactory;
-import edu.uci.ics.hivesterix.runtime.inspector.HiveBinaryIntegerInspectorFactory;
-import edu.uci.ics.hivesterix.runtime.jobgen.HiveConnectorPolicyAssignmentPolicy;
-import edu.uci.ics.hivesterix.runtime.jobgen.HiveConnectorPolicyAssignmentPolicy.Policy;
-import edu.uci.ics.hivesterix.runtime.provider.HiveBinaryComparatorFactoryProvider;
-import edu.uci.ics.hivesterix.runtime.provider.HiveBinaryHashFunctionFactoryProvider;
-import edu.uci.ics.hivesterix.runtime.provider.HiveBinaryHashFunctionFamilyProvider;
-import edu.uci.ics.hivesterix.runtime.provider.HiveNormalizedKeyComputerFactoryProvider;
-import edu.uci.ics.hivesterix.runtime.provider.HivePrinterFactoryProvider;
-import edu.uci.ics.hivesterix.runtime.provider.HiveSerializerDeserializerProvider;
-import edu.uci.ics.hivesterix.runtime.provider.HiveTypeTraitProvider;
-import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
-import edu.uci.ics.hyracks.algebricks.compiler.api.HeuristicCompilerFactoryBuilder;
-import edu.uci.ics.hyracks.algebricks.compiler.api.HeuristicCompilerFactoryBuilder.DefaultOptimizationContextFactory;
-import edu.uci.ics.hyracks.algebricks.compiler.api.ICompiler;
-import edu.uci.ics.hyracks.algebricks.compiler.api.ICompilerFactory;
-import edu.uci.ics.hyracks.algebricks.compiler.rewriter.rulecontrollers.SequentialFixpointRuleController;
-import edu.uci.ics.hyracks.algebricks.compiler.rewriter.rulecontrollers.SequentialOnceRuleController;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlan;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalPlanAndMetadata;
-import edu.uci.ics.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
-import edu.uci.ics.hyracks.algebricks.core.algebra.prettyprint.PlanPrettyPrinter;
-import edu.uci.ics.hyracks.algebricks.core.rewriter.base.AbstractRuleController;
-import edu.uci.ics.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
-import edu.uci.ics.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
-import edu.uci.ics.hyracks.api.client.HyracksConnection;
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.api.job.JobId;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-
-@SuppressWarnings({ "rawtypes", "unchecked" })
-public class HyracksExecutionEngine implements IExecutionEngine {
-
-    private static final Log LOG = LogFactory.getLog(HyracksExecutionEngine.class.getName());
-
-    // private static final String[] locConstraints = {}
-
-    private static List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> DEFAULT_LOGICAL_REWRITES = new ArrayList<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>>();
-    private static List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> DEFAULT_PHYSICAL_REWRITES = new ArrayList<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>>();
-    static {
-        SequentialFixpointRuleController seqCtrlNoDfs = new SequentialFixpointRuleController(false);
-        SequentialFixpointRuleController seqCtrlFullDfs = new SequentialFixpointRuleController(true);
-        SequentialOnceRuleController seqOnceCtrl = new SequentialOnceRuleController(true);
-        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlFullDfs,
-                HiveRuleCollections.NORMALIZATION));
-        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
-                HiveRuleCollections.COND_PUSHDOWN_AND_JOIN_INFERENCE));
-        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlFullDfs,
-                HiveRuleCollections.LOAD_FIELDS));
-        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
-                HiveRuleCollections.OP_PUSHDOWN));
-        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrl,
-                HiveRuleCollections.DATA_EXCHANGE));
-        DEFAULT_LOGICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
-                HiveRuleCollections.CONSOLIDATION));
-
-        DEFAULT_PHYSICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrl,
-                HiveRuleCollections.PHYSICAL_PLAN_REWRITES));
-        DEFAULT_PHYSICAL_REWRITES.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrl,
-                HiveRuleCollections.prepareJobGenRules));
-    }
-
-    /**
-     * static configurations for compiler
-     */
-    private HeuristicCompilerFactoryBuilder builder;
-
-    /**
-     * compiler
-     */
-    private ICompiler compiler;
-
-    /**
-     * physical optimization config
-     */
-    private PhysicalOptimizationConfig physicalOptimizationConfig;
-
-    /**
-     * final ending operators
-     */
-    private List<Operator> leaveOps = new ArrayList<Operator>();
-
-    /**
-     * tasks that are already visited
-     */
-    private Map<Task<? extends Serializable>, Boolean> tasksVisited = new HashMap<Task<? extends Serializable>, Boolean>();
-
-    /**
-     * hyracks job spec
-     */
-    private JobSpecification jobSpec;
-
-    /**
-     * hive configuration
-     */
-    private HiveConf conf;
-
-    /**
-     * plan printer
-     */
-    private PrintWriter planPrinter;
-
-    public HyracksExecutionEngine(HiveConf conf) {
-        this.conf = conf;
-        init(conf);
-    }
-
-    public HyracksExecutionEngine(HiveConf conf, PrintWriter planPrinter) {
-        this.conf = conf;
-        this.planPrinter = planPrinter;
-        init(conf);
-    }
-
-    private void init(HiveConf conf) {
-        builder = new HeuristicCompilerFactoryBuilder(DefaultOptimizationContextFactory.INSTANCE);
-        builder.setLogicalRewrites(DEFAULT_LOGICAL_REWRITES);
-        builder.setPhysicalRewrites(DEFAULT_PHYSICAL_REWRITES);
-        builder.setIMergeAggregationExpressionFactory(HiveMergeAggregationExpressionFactory.INSTANCE);
-        builder.setExpressionTypeComputer(HiveExpressionTypeComputer.INSTANCE);
-        builder.setNullableTypeComputer(HiveNullableTypeComputer.INSTANCE);
-
-        long memSizeExternalGby = conf.getLong("hive.algebricks.groupby.external.memory", 268435456);
-        long memSizeExternalSort = conf.getLong("hive.algebricks.sort.memory", 536870912);
-        int frameSize = conf.getInt("hive.algebricks.framesize", 32768);
-
-        physicalOptimizationConfig = new PhysicalOptimizationConfig();
-        int frameLimitExtGby = (int) (memSizeExternalGby / frameSize);
-        physicalOptimizationConfig.setMaxFramesExternalGroupBy(frameLimitExtGby);
-        int frameLimitExtSort = (int) (memSizeExternalSort / frameSize);
-        physicalOptimizationConfig.setMaxFramesExternalSort(frameLimitExtSort);
-        builder.setPhysicalOptimizationConfig(physicalOptimizationConfig);
-    }
-
-    @Override
-    public int compileJob(List<Task<? extends Serializable>> rootTasks) {
-        // clean up
-        leaveOps.clear();
-        tasksVisited.clear();
-        jobSpec = null;
-
-        HashMap<String, PartitionDesc> aliasToPath = new HashMap<String, PartitionDesc>();
-        List<Operator> rootOps = generateRootOperatorDAG(rootTasks, aliasToPath);
-
-        // get all leave Ops
-        getLeaves(rootOps, leaveOps);
-
-        HiveAlgebricksTranslator translator = new HiveAlgebricksTranslator();
-        try {
-            translator.translate(rootOps, null, aliasToPath);
-
-            ILogicalPlan plan = translator.genLogicalPlan();
-
-            if (plan.getRoots() != null && plan.getRoots().size() > 0 && plan.getRoots().get(0).getValue() != null) {
-                translator.printOperators();
-                ILogicalPlanAndMetadata planAndMetadata = new HiveLogicalPlanAndMetaData(plan,
-                        translator.getMetadataProvider());
-
-                ICompilerFactory compilerFactory = builder.create();
-                compiler = compilerFactory.createCompiler(planAndMetadata.getPlan(),
-                        planAndMetadata.getMetadataProvider(), translator.getVariableCounter());
-
-                // run optimization and re-writing rules for Hive plan
-                compiler.optimize();
-
-                // print optimized plan
-                LogicalOperatorPrettyPrintVisitor pvisitor = new LogicalOperatorPrettyPrintVisitor();
-                StringBuilder buffer = new StringBuilder();
-                PlanPrettyPrinter.printPlan(plan, buffer, pvisitor, 0);
-                String planStr = buffer.toString();
-                System.out.println(planStr);
-
-                if (planPrinter != null)
-                    planPrinter.print(planStr);
-            }
-        } catch (Exception e) {
-            e.printStackTrace();
-            return 1;
-        }
-
-        return 0;
-    }
-
-    private void codeGen() throws AlgebricksException {
-        // number of cpu cores in the cluster
-        builder.setClusterLocations(new AlgebricksAbsolutePartitionConstraint(ConfUtil.getNCs()));
-        // builder.setClusterTopology(ConfUtil.getClusterTopology());
-        builder.setBinaryBooleanInspectorFactory(HiveBinaryBooleanInspectorFactory.INSTANCE);
-        builder.setBinaryIntegerInspectorFactory(HiveBinaryIntegerInspectorFactory.INSTANCE);
-        builder.setComparatorFactoryProvider(HiveBinaryComparatorFactoryProvider.INSTANCE);
-        builder.setExpressionRuntimeProvider(HiveExpressionRuntimeProvider.INSTANCE);
-        builder.setHashFunctionFactoryProvider(HiveBinaryHashFunctionFactoryProvider.INSTANCE);
-        builder.setPrinterProvider(HivePrinterFactoryProvider.INSTANCE);
-        builder.setSerializerDeserializerProvider(HiveSerializerDeserializerProvider.INSTANCE);
-        builder.setNullWriterFactory(HiveNullWriterFactory.INSTANCE);
-        builder.setNormalizedKeyComputerFactoryProvider(HiveNormalizedKeyComputerFactoryProvider.INSTANCE);
-        builder.setPartialAggregationTypeComputer(HivePartialAggregationTypeComputer.INSTANCE);
-        builder.setTypeTraitProvider(HiveTypeTraitProvider.INSTANCE);
-        builder.setHashFunctionFamilyProvider(HiveBinaryHashFunctionFamilyProvider.INSTANCE);
-
-        jobSpec = compiler.createJob(null);
-
-        // set the policy
-        String policyStr = conf.get("hive.hyracks.connectorpolicy");
-        if (policyStr == null)
-            policyStr = "PIPELINING";
-        Policy policyValue = Policy.valueOf(policyStr);
-        jobSpec.setConnectorPolicyAssignmentPolicy(new HiveConnectorPolicyAssignmentPolicy(policyValue));
-        jobSpec.setUseConnectorPolicyForScheduling(false);
-    }
-
-    @Override
-    public int executeJob() {
-        try {
-            codeGen();
-            executeHyraxJob(jobSpec);
-        } catch (Exception e) {
-            e.printStackTrace();
-            return 1;
-        }
-        return 0;
-    }
-
-    private List<Operator> generateRootOperatorDAG(List<Task<? extends Serializable>> rootTasks,
-            HashMap<String, PartitionDesc> aliasToPath) {
-
-        List<Operator> rootOps = new ArrayList<Operator>();
-        List<Task<? extends Serializable>> toDelete = new ArrayList<Task<? extends Serializable>>();
-        tasksVisited.clear();
-
-        for (int i = rootTasks.size() - 1; i >= 0; i--) {
-            /**
-             * list of map-reduce tasks
-             */
-            Task<? extends Serializable> task = rootTasks.get(i);
-            // System.out.println("!" + task.getName());
-
-            if (task instanceof MapRedTask) {
-                List<Operator> mapRootOps = articulateMapReduceOperators(task, rootOps, aliasToPath, rootTasks);
-                if (i == 0)
-                    rootOps.addAll(mapRootOps);
-                else {
-                    List<Operator> leaves = new ArrayList<Operator>();
-                    getLeaves(rootOps, leaves);
-
-                    List<Operator> mapChildren = new ArrayList<Operator>();
-                    for (Operator childMap : mapRootOps) {
-                        if (childMap instanceof TableScanOperator) {
-                            TableScanDesc topDesc = (TableScanDesc) childMap.getConf();
-                            if (topDesc == null)
-                                mapChildren.add(childMap);
-                            else {
-                                rootOps.add(childMap);
-                            }
-                        } else
-                            mapChildren.add(childMap);
-                    }
-
-                    if (mapChildren.size() > 0) {
-                        for (Operator leaf : leaves)
-                            leaf.setChildOperators(mapChildren);
-                        for (Operator child : mapChildren)
-                            child.setParentOperators(leaves);
-                    }
-                }
-
-                MapredWork mr = (MapredWork) task.getWork();
-                HashMap<String, PartitionDesc> map = mr.getAliasToPartnInfo();
-
-                addAliasToPartition(aliasToPath, map);
-                toDelete.add(task);
-            }
-        }
-
-        for (Task<? extends Serializable> task : toDelete)
-            rootTasks.remove(task);
-
-        return rootOps;
-    }
-
-    private void addAliasToPartition(HashMap<String, PartitionDesc> aliasToPath, HashMap<String, PartitionDesc> map) {
-        Iterator<String> keys = map.keySet().iterator();
-        while (keys.hasNext()) {
-            String key = keys.next();
-            PartitionDesc part = map.get(key);
-            String[] names = key.split(":");
-            for (String name : names) {
-                aliasToPath.put(name, part);
-            }
-        }
-    }
-
-    private List<Operator> articulateMapReduceOperators(Task task, List<Operator> rootOps,
-            HashMap<String, PartitionDesc> aliasToPath, List<Task<? extends Serializable>> rootTasks) {
-        // System.out.println("!"+task.getName());
-        if (!(task instanceof MapRedTask)) {
-            if (!(task instanceof ConditionalTask)) {
-                rootTasks.add(task);
-                return null;
-            } else {
-                // remove map-reduce branches in condition task
-                ConditionalTask condition = (ConditionalTask) task;
-                List<Task<? extends Serializable>> branches = condition.getListTasks();
-                for (int i = branches.size() - 1; i >= 0; i--) {
-                    Task branch = branches.get(i);
-                    if (branch instanceof MapRedTask) {
-                        return articulateMapReduceOperators(branch, rootOps, aliasToPath, rootTasks);
-                    }
-                }
-                rootTasks.add(task);
-                return null;
-            }
-        }
-
-        MapredWork mr = (MapredWork) task.getWork();
-        HashMap<String, PartitionDesc> map = mr.getAliasToPartnInfo();
-
-        // put all aliasToParitionDesc mapping into the map
-        addAliasToPartition(aliasToPath, map);
-
-        MapRedTask mrtask = (MapRedTask) task;
-        MapredWork work = (MapredWork) mrtask.getWork();
-        HashMap<String, Operator<? extends Serializable>> operators = work.getAliasToWork();
-
-        Set entries = operators.entrySet();
-        Iterator<Entry<String, Operator>> iterator = entries.iterator();
-        List<Operator> mapRootOps = new ArrayList<Operator>();
-
-        // get map root operators
-        while (iterator.hasNext()) {
-            Operator next = iterator.next().getValue();
-            if (!mapRootOps.contains(next)) {
-                // clear that only for the case of union
-                mapRootOps.add(next);
-            }
-        }
-
-        // get map local work
-        MapredLocalWork localWork = work.getMapLocalWork();
-        if (localWork != null) {
-            HashMap<String, Operator<? extends Serializable>> localOperators = localWork.getAliasToWork();
-
-            Set localEntries = localOperators.entrySet();
-            Iterator<Entry<String, Operator>> localIterator = localEntries.iterator();
-            while (localIterator.hasNext()) {
-                mapRootOps.add(localIterator.next().getValue());
-            }
-
-            HashMap<String, FetchWork> localFetch = localWork.getAliasToFetchWork();
-            Set localFetchEntries = localFetch.entrySet();
-            Iterator<Entry<String, FetchWork>> localFetchIterator = localFetchEntries.iterator();
-            while (localFetchIterator.hasNext()) {
-                Entry<String, FetchWork> fetchMap = localFetchIterator.next();
-                FetchWork fetch = fetchMap.getValue();
-                String alias = fetchMap.getKey();
-                List<PartitionDesc> dirPart = fetch.getPartDesc();
-
-                // temporary hack: put the first partitionDesc into the map
-                aliasToPath.put(alias, dirPart.get(0));
-            }
-        }
-
-        Boolean visited = tasksVisited.get(task);
-        if (visited != null && visited.booleanValue() == true) {
-            return mapRootOps;
-        }
-
-        // do that only for union operator
-        for (Operator op : mapRootOps)
-            if (op.getParentOperators() != null)
-                op.getParentOperators().clear();
-
-        List<Operator> mapLeaves = new ArrayList<Operator>();
-        downToLeaves(mapRootOps, mapLeaves);
-        List<Operator> reduceOps = new ArrayList<Operator>();
-
-        if (work.getReducer() != null)
-            reduceOps.add(work.getReducer());
-
-        for (Operator mapLeaf : mapLeaves) {
-            mapLeaf.setChildOperators(reduceOps);
-        }
-
-        for (Operator reduceOp : reduceOps) {
-            if (reduceOp != null)
-                reduceOp.setParentOperators(mapLeaves);
-        }
-
-        List<Operator> leafs = new ArrayList<Operator>();
-        if (reduceOps.size() > 0) {
-            downToLeaves(reduceOps, leafs);
-        } else {
-            leafs = mapLeaves;
-        }
-
-        List<Operator> mapChildren = new ArrayList<Operator>();
-        if (task.getChildTasks() != null && task.getChildTasks().size() > 0) {
-            for (Object child : task.getChildTasks()) {
-                List<Operator> childMapOps = articulateMapReduceOperators((Task) child, rootOps, aliasToPath, rootTasks);
-                if (childMapOps == null)
-                    continue;
-
-                for (Operator childMap : childMapOps) {
-                    if (childMap instanceof TableScanOperator) {
-                        TableScanDesc topDesc = (TableScanDesc) childMap.getConf();
-                        if (topDesc == null)
-                            mapChildren.add(childMap);
-                        else {
-                            rootOps.add(childMap);
-                        }
-                    } else {
-                        // if not table scan, add the child
-                        mapChildren.add(childMap);
-                    }
-                }
-            }
-
-            if (mapChildren.size() > 0) {
-                int i = 0;
-                for (Operator leaf : leafs) {
-                    if (leaf.getChildOperators() == null || leaf.getChildOperators().size() == 0)
-                        leaf.setChildOperators(new ArrayList<Operator>());
-                    leaf.getChildOperators().add(mapChildren.get(i));
-                    i++;
-                }
-                i = 0;
-                for (Operator child : mapChildren) {
-                    if (child.getParentOperators() == null || child.getParentOperators().size() == 0)
-                        child.setParentOperators(new ArrayList<Operator>());
-                    child.getParentOperators().add(leafs.get(i));
-                    i++;
-                }
-            }
-        }
-
-        // mark this task as visited
-        this.tasksVisited.put(task, true);
-        return mapRootOps;
-    }
-
-    /**
-     * down to leaf nodes
-     * 
-     * @param ops
-     * @param leaves
-     */
-    private void downToLeaves(List<Operator> ops, List<Operator> leaves) {
-
-        // Operator currentOp;
-        for (Operator op : ops) {
-            if (op != null && op.getChildOperators() != null && op.getChildOperators().size() > 0) {
-                downToLeaves(op.getChildOperators(), leaves);
-            } else {
-                if (op != null && leaves.indexOf(op) < 0)
-                    leaves.add(op);
-            }
-        }
-    }
-
-    private void getLeaves(List<Operator> roots, List<Operator> currentLeaves) {
-        for (Operator op : roots) {
-            List<Operator> children = op.getChildOperators();
-            if (children == null || children.size() <= 0) {
-                currentLeaves.add(op);
-            } else {
-                getLeaves(children, currentLeaves);
-            }
-        }
-    }
-
-    private void executeHyraxJob(JobSpecification job) throws Exception {
-        String ipAddress = conf.get("hive.hyracks.host");
-        int port = Integer.parseInt(conf.get("hive.hyracks.port"));
-        String applicationName = conf.get("hive.hyracks.app");
-        //System.out.println("connect to " + ipAddress + " " + port);
-
-        IHyracksClientConnection hcc = new HyracksConnection(ipAddress, port);
-
-        //System.out.println("get connected");
-        long start = System.currentTimeMillis();
-        JobId jobId = hcc.startJob(applicationName, job);
-        hcc.waitForCompletion(jobId);
-
-        //System.out.println("job finished: " + jobId.toString());
-        // call all leave nodes to end
-        for (Operator leaf : leaveOps) {
-            jobClose(leaf);
-        }
-
-        long end = System.currentTimeMillis();
-        System.err.println(start + " " + end + " " + (end - start));
-    }
-
-    /**
-     * mv to final directory on hdfs (not real final)
-     * 
-     * @param leaf
-     * @throws Exception
-     */
-    private void jobClose(Operator leaf) throws Exception {
-        FileSinkOperator fsOp = (FileSinkOperator) leaf;
-        FileSinkDesc desc = fsOp.getConf();
-        boolean isNativeTable = !desc.getTableInfo().isNonNative();
-        if ((conf != null) && isNativeTable) {
-            String specPath = desc.getDirName();
-            DynamicPartitionCtx dpCtx = desc.getDynPartCtx();
-            // for 0.7.0
-            fsOp.mvFileToFinalPath(specPath, conf, true, LOG, dpCtx);
-            // for 0.8.0
-            // Utilities.mvFileToFinalPath(specPath, conf, true, LOG, dpCtx,
-            // desc);
-        }
-    }
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/exec/IExecutionEngine.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/exec/IExecutionEngine.java
deleted file mode 100644
index 8f4c471..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/exec/IExecutionEngine.java
+++ /dev/null
@@ -1,25 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.exec;
-
-import java.io.Serializable;
-import java.util.List;
-
-import org.apache.hadoop.hive.ql.exec.Task;
-
-public interface IExecutionEngine {
-
-	/**
-	 * compile the job
-	 * 
-	 * @param rootTasks
-	 *            : Hive MapReduce plan
-	 * @return 0 pass, 1 fail
-	 */
-	public int compileJob(List<Task<? extends Serializable>> rootTasks);
-
-	/**
-	 * execute the job with latest compiled plan
-	 * 
-	 * @return
-	 */
-	public int executeJob();
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryAscComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryAscComparatorFactory.java
deleted file mode 100644
index 9c2d463..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryAscComparatorFactory.java
+++ /dev/null
@@ -1,36 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveByteBinaryAscComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveByteBinaryAscComparatorFactory INSTANCE = new HiveByteBinaryAscComparatorFactory();
-
-	private HiveByteBinaryAscComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private byte left;
-			private byte right;
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				left = b1[s1];
-				right = b2[s2];
-				if (left > right)
-					return 1;
-				else if (left == right)
-					return 0;
-				else
-					return -1;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryDescComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryDescComparatorFactory.java
deleted file mode 100644
index ee71655..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveByteBinaryDescComparatorFactory.java
+++ /dev/null
@@ -1,35 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveByteBinaryDescComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveByteBinaryDescComparatorFactory INSTANCE = new HiveByteBinaryDescComparatorFactory();
-
-	private HiveByteBinaryDescComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private byte left;
-			private byte right;
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				left = b1[s1];
-				right = b2[s2];
-				if (left > right)
-					return -1;
-				else if (left == right)
-					return 0;
-				else
-					return 1;
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryAscComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryAscComparatorFactory.java
deleted file mode 100644
index 739e417..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryAscComparatorFactory.java
+++ /dev/null
@@ -1,39 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveDoubleBinaryAscComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveDoubleBinaryAscComparatorFactory INSTANCE = new HiveDoubleBinaryAscComparatorFactory();
-
-	private HiveDoubleBinaryAscComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private double left;
-			private double right;
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				left = Double.longBitsToDouble(LazyUtils
-						.byteArrayToLong(b1, s1));
-				right = Double.longBitsToDouble(LazyUtils.byteArrayToLong(b2,
-						s2));
-				if (left > right)
-					return 1;
-				else if (left == right)
-					return 0;
-				else
-					return -1;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryDescComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryDescComparatorFactory.java
deleted file mode 100644
index 0424c9f..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveDoubleBinaryDescComparatorFactory.java
+++ /dev/null
@@ -1,39 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveDoubleBinaryDescComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveDoubleBinaryDescComparatorFactory INSTANCE = new HiveDoubleBinaryDescComparatorFactory();
-
-	private HiveDoubleBinaryDescComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private double left;
-			private double right;
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				left = Double.longBitsToDouble(LazyUtils
-						.byteArrayToLong(b1, s1));
-				right = Double.longBitsToDouble(LazyUtils.byteArrayToLong(b2,
-						s2));
-				if (left > right)
-					return -1;
-				else if (left == right)
-					return 0;
-				else
-					return 1;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryAscComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryAscComparatorFactory.java
deleted file mode 100644
index 08542a7..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryAscComparatorFactory.java
+++ /dev/null
@@ -1,37 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveFloatBinaryAscComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveFloatBinaryAscComparatorFactory INSTANCE = new HiveFloatBinaryAscComparatorFactory();
-
-	private HiveFloatBinaryAscComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private float left;
-			private float right;
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				left = Float.intBitsToFloat(LazyUtils.byteArrayToInt(b1, s1));
-				right = Float.intBitsToFloat(LazyUtils.byteArrayToInt(b2, s2));
-				if (left > right)
-					return 1;
-				else if (left == right)
-					return 0;
-				else
-					return -1;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryDescComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryDescComparatorFactory.java
deleted file mode 100644
index 513512e..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveFloatBinaryDescComparatorFactory.java
+++ /dev/null
@@ -1,37 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveFloatBinaryDescComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveFloatBinaryDescComparatorFactory INSTANCE = new HiveFloatBinaryDescComparatorFactory();
-
-	private HiveFloatBinaryDescComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private float left;
-			private float right;
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				left = Float.intBitsToFloat(LazyUtils.byteArrayToInt(b1, s1));
-				right = Float.intBitsToFloat(LazyUtils.byteArrayToInt(b2, s2));
-				if (left > right)
-					return -1;
-				else if (left == right)
-					return 0;
-				else
-					return 1;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryAscComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryAscComparatorFactory.java
deleted file mode 100644
index 947f30f..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryAscComparatorFactory.java
+++ /dev/null
@@ -1,44 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveIntegerBinaryAscComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static final HiveIntegerBinaryAscComparatorFactory INSTANCE = new HiveIntegerBinaryAscComparatorFactory();
-
-	private HiveIntegerBinaryAscComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private VInt left = new VInt();
-			private VInt right = new VInt();
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				LazyUtils.readVInt(b1, s1, left);
-				LazyUtils.readVInt(b2, s2, right);
-
-				if (left.length != l1 || right.length != l2)
-					throw new IllegalArgumentException(
-							"length mismatch in int comparator function actual: "
-									+ left.length + "," + right.length
-									+ " expected " + l1 + "," + l2);
-
-				if (left.value > right.value)
-					return 1;
-				else if (left.value == right.value)
-					return 0;
-				else
-					return -1;
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryDescComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryDescComparatorFactory.java
deleted file mode 100644
index 7614aa1..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveIntegerBinaryDescComparatorFactory.java
+++ /dev/null
@@ -1,41 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveIntegerBinaryDescComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static final HiveIntegerBinaryDescComparatorFactory INSTANCE = new HiveIntegerBinaryDescComparatorFactory();
-
-	private HiveIntegerBinaryDescComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private VInt left = new VInt();
-			private VInt right = new VInt();
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				LazyUtils.readVInt(b1, s1, left);
-				LazyUtils.readVInt(b2, s2, right);
-				if (left.length != l1 || right.length != l2)
-					throw new IllegalArgumentException(
-							"length mismatch in int comparator function actual: "
-									+ left.length + " expected " + l1);
-				if (left.value > right.value)
-					return -1;
-				else if (left.value == right.value)
-					return 0;
-				else
-					return 1;
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryAscComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryAscComparatorFactory.java
deleted file mode 100644
index f5f3473..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryAscComparatorFactory.java
+++ /dev/null
@@ -1,41 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveLongBinaryAscComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static final HiveLongBinaryAscComparatorFactory INSTANCE = new HiveLongBinaryAscComparatorFactory();
-
-	private HiveLongBinaryAscComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private VLong left = new VLong();
-			private VLong right = new VLong();
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				LazyUtils.readVLong(b1, s1, left);
-				LazyUtils.readVLong(b2, s2, right);
-				if (left.length != l1 || right.length != l2)
-					throw new IllegalArgumentException(
-							"length mismatch in int comparator function actual: "
-									+ left.length + " expected " + l1);
-				if (left.value > right.value)
-					return 1;
-				else if (left.value == right.value)
-					return 0;
-				else
-					return -1;
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryDescComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryDescComparatorFactory.java
deleted file mode 100644
index b878b22..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveLongBinaryDescComparatorFactory.java
+++ /dev/null
@@ -1,41 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveLongBinaryDescComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static final HiveLongBinaryDescComparatorFactory INSTANCE = new HiveLongBinaryDescComparatorFactory();
-
-	private HiveLongBinaryDescComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private VLong left = new VLong();
-			private VLong right = new VLong();
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				LazyUtils.readVLong(b1, s1, left);
-				LazyUtils.readVLong(b2, s2, right);
-				if (left.length != l1 || right.length != l2)
-					throw new IllegalArgumentException(
-							"length mismatch in int comparator function actual: "
-									+ left.length + " expected " + l1);
-				if (left.value > right.value)
-					return -1;
-				else if (left.value == right.value)
-					return 0;
-				else
-					return 1;
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryAscComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryAscComparatorFactory.java
deleted file mode 100644
index 8d55cdb..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryAscComparatorFactory.java
+++ /dev/null
@@ -1,37 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveShortBinaryAscComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveShortBinaryAscComparatorFactory INSTANCE = new HiveShortBinaryAscComparatorFactory();
-
-	private HiveShortBinaryAscComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private short left;
-			private short right;
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				left = LazyUtils.byteArrayToShort(b1, s1);
-				right = LazyUtils.byteArrayToShort(b2, s2);
-				if (left > right)
-					return 1;
-				else if (left == right)
-					return 0;
-				else
-					return -1;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryDescComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryDescComparatorFactory.java
deleted file mode 100644
index 4e8dde6..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveShortBinaryDescComparatorFactory.java
+++ /dev/null
@@ -1,37 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveShortBinaryDescComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveShortBinaryDescComparatorFactory INSTANCE = new HiveShortBinaryDescComparatorFactory();
-
-	private HiveShortBinaryDescComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private short left;
-			private short right;
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				left = LazyUtils.byteArrayToShort(b1, s1);
-				right = LazyUtils.byteArrayToShort(b2, s2);
-				if (left > right)
-					return -1;
-				else if (left == right)
-					return 0;
-				else
-					return 1;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryAscComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryAscComparatorFactory.java
deleted file mode 100644
index a334ecf..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryAscComparatorFactory.java
+++ /dev/null
@@ -1,46 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import org.apache.hadoop.io.Text;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveStringBinaryAscComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveStringBinaryAscComparatorFactory INSTANCE = new HiveStringBinaryAscComparatorFactory();
-
-	private HiveStringBinaryAscComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private VInt leftLen = new VInt();
-			private VInt rightLen = new VInt();
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				LazyUtils.readVInt(b1, s1, leftLen);
-				LazyUtils.readVInt(b2, s2, rightLen);
-
-				if (leftLen.value + leftLen.length != l1
-						|| rightLen.value + rightLen.length != l2)
-					throw new IllegalStateException(
-							"parse string: length mismatch, expected "
-									+ (leftLen.value + leftLen.length) + ", "
-									+ (rightLen.value + rightLen.length)
-									+ " but get " + l1 + ", " + l2);
-
-				return Text.Comparator.compareBytes(b1, s1 + leftLen.length, l1
-						- leftLen.length, b2, s2 + rightLen.length, l2
-						- rightLen.length);
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryDescComparatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryDescComparatorFactory.java
deleted file mode 100644
index e00b58e..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/comparator/HiveStringBinaryDescComparatorFactory.java
+++ /dev/null
@@ -1,45 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.comparator;
-
-import org.apache.hadoop.io.WritableComparator;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveStringBinaryDescComparatorFactory implements
-		IBinaryComparatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveStringBinaryDescComparatorFactory INSTANCE = new HiveStringBinaryDescComparatorFactory();
-
-	private HiveStringBinaryDescComparatorFactory() {
-	}
-
-	@Override
-	public IBinaryComparator createBinaryComparator() {
-		return new IBinaryComparator() {
-			private VInt leftLen = new VInt();
-			private VInt rightLen = new VInt();
-
-			@Override
-			public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2,
-					int l2) {
-				LazyUtils.readVInt(b1, s1, leftLen);
-				LazyUtils.readVInt(b2, s2, rightLen);
-
-				if (leftLen.value + leftLen.length != l1
-						|| rightLen.value + rightLen.length != l2)
-					throw new IllegalStateException(
-							"parse string: length mismatch, expected "
-									+ (leftLen.value + leftLen.length) + ", "
-									+ (rightLen.value + rightLen.length)
-									+ " but get " + l1 + ", " + l2);
-
-				return -WritableComparator.compareBytes(b1,
-						s1 + leftLen.length, l1 - leftLen.length, b2, s2
-								+ rightLen.length, l2 - rightLen.length);
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionFactory.java
deleted file mode 100644
index c6078ca..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionFactory.java
+++ /dev/null
@@ -1,381 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.evaluator;
-
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
-import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluatorFactory;
-import org.apache.hadoop.hive.ql.exec.FunctionRegistry;
-import org.apache.hadoop.hive.ql.exec.Utilities;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.plan.AggregationDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.runtime.evaluator.AggregationFunctionEvaluator;
-import edu.uci.ics.hivesterix.runtime.evaluator.ExpressionTranslator;
-import edu.uci.ics.hivesterix.serde.lazy.LazyFactory;
-import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
-import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyAggregateFunction;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyAggregateFunctionFactory;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class AggregationFunctionFactory implements
-		ICopyAggregateFunctionFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	/**
-	 * list of parameters' serialization
-	 */
-	private List<String> parametersSerialization = new ArrayList<String>();
-
-	/**
-	 * the name of the udf
-	 */
-	private String genericUDAFName;
-
-	/**
-	 * aggregation mode
-	 */
-	private GenericUDAFEvaluator.Mode mode;
-
-	/**
-	 * list of type info
-	 */
-	private List<TypeInfo> types = new ArrayList<TypeInfo>();
-
-	/**
-	 * distinct or not
-	 */
-	private boolean distinct;
-
-	/**
-	 * the schema of incoming rows
-	 */
-	private Schema rowSchema;
-
-	/**
-	 * list of parameters
-	 */
-	private transient List<ExprNodeDesc> parametersOrigin;
-
-	/**
-	 * row inspector
-	 */
-	private transient ObjectInspector rowInspector = null;
-
-	/**
-	 * output object inspector
-	 */
-	private transient ObjectInspector outputInspector = null;
-
-	/**
-	 * output object inspector
-	 */
-	private transient ObjectInspector outputInspectorPartial = null;
-
-	/**
-	 * parameter inspectors
-	 */
-	private transient ObjectInspector[] parameterInspectors = null;
-
-	/**
-	 * expression desc
-	 */
-	private transient HashMap<Long, List<ExprNodeDesc>> parameterExprs = new HashMap<Long, List<ExprNodeDesc>>();
-
-	/**
-	 * evaluators
-	 */
-	private transient HashMap<Long, ExprNodeEvaluator[]> evaluators = new HashMap<Long, ExprNodeEvaluator[]>();
-
-	/**
-	 * cached parameter objects
-	 */
-	private transient HashMap<Long, Object[]> cachedParameters = new HashMap<Long, Object[]>();
-
-	/**
-	 * cached row object: one per thread
-	 */
-	private transient HashMap<Long, LazyObject<? extends ObjectInspector>> cachedRowObjects = new HashMap<Long, LazyObject<? extends ObjectInspector>>();
-
-	/**
-	 * we only use lazy serde to do serialization
-	 */
-	private transient HashMap<Long, SerDe> serDe = new HashMap<Long, SerDe>();
-
-	/**
-	 * udaf evaluators
-	 */
-	private transient HashMap<Long, GenericUDAFEvaluator> udafsPartial = new HashMap<Long, GenericUDAFEvaluator>();
-
-	/**
-	 * udaf evaluators
-	 */
-	private transient HashMap<Long, GenericUDAFEvaluator> udafsComplete = new HashMap<Long, GenericUDAFEvaluator>();
-
-	/**
-	 * aggregation function desc
-	 */
-	private transient AggregationDesc aggregator;
-
-	/**
-	 * 
-	 * @param aggregator
-	 *            Algebricks function call expression
-	 * @param oi
-	 *            schema
-	 */
-	public AggregationFunctionFactory(
-			AggregateFunctionCallExpression expression, Schema oi,
-			IVariableTypeEnvironment env) throws AlgebricksException {
-
-		try {
-			aggregator = (AggregationDesc) ExpressionTranslator
-					.getHiveExpression(expression, env);
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException(e.getMessage());
-		}
-		init(aggregator.getParameters(), aggregator.getGenericUDAFName(),
-				aggregator.getMode(), aggregator.getDistinct(), oi);
-	}
-
-	/**
-	 * constructor of aggregation function factory
-	 * 
-	 * @param inputs
-	 * @param name
-	 * @param udafMode
-	 * @param distinct
-	 * @param oi
-	 */
-	private void init(List<ExprNodeDesc> inputs, String name,
-			GenericUDAFEvaluator.Mode udafMode, boolean distinct, Schema oi) {
-		parametersOrigin = inputs;
-		genericUDAFName = name;
-		mode = udafMode;
-		this.distinct = distinct;
-		rowSchema = oi;
-
-		for (ExprNodeDesc input : inputs) {
-			TypeInfo type = input.getTypeInfo();
-			if (type instanceof StructTypeInfo) {
-				types.add(TypeInfoFactory.doubleTypeInfo);
-			} else
-				types.add(type);
-
-			String s = Utilities.serializeExpression(input);
-			parametersSerialization.add(s);
-		}
-	}
-
-	@Override
-	public synchronized ICopyAggregateFunction createAggregateFunction(
-			IDataOutputProvider provider) throws AlgebricksException {
-		if (parametersOrigin == null) {
-			Configuration config = new Configuration();
-			config.setClassLoader(this.getClass().getClassLoader());
-			/**
-			 * in case of class.forname(...) call in hive code
-			 */
-			Thread.currentThread().setContextClassLoader(
-					this.getClass().getClassLoader());
-
-			parametersOrigin = new ArrayList<ExprNodeDesc>();
-			for (String serialization : parametersSerialization) {
-				parametersOrigin.add(Utilities.deserializeExpression(
-						serialization, config));
-			}
-		}
-
-		/**
-		 * exprs
-		 */
-		if (parameterExprs == null)
-			parameterExprs = new HashMap<Long, List<ExprNodeDesc>>();
-
-		/**
-		 * evaluators
-		 */
-		if (evaluators == null)
-			evaluators = new HashMap<Long, ExprNodeEvaluator[]>();
-
-		/**
-		 * cached parameter objects
-		 */
-		if (cachedParameters == null)
-			cachedParameters = new HashMap<Long, Object[]>();
-
-		/**
-		 * cached row object: one per thread
-		 */
-		if (cachedRowObjects == null)
-			cachedRowObjects = new HashMap<Long, LazyObject<? extends ObjectInspector>>();
-
-		/**
-		 * we only use lazy serde to do serialization
-		 */
-		if (serDe == null)
-			serDe = new HashMap<Long, SerDe>();
-
-		/**
-		 * UDAF functions
-		 */
-		if (udafsComplete == null)
-			udafsComplete = new HashMap<Long, GenericUDAFEvaluator>();
-
-		/**
-		 * UDAF functions
-		 */
-		if (udafsPartial == null)
-			udafsPartial = new HashMap<Long, GenericUDAFEvaluator>();
-
-		if (parameterInspectors == null)
-			parameterInspectors = new ObjectInspector[parametersOrigin.size()];
-
-		if (rowInspector == null)
-			rowInspector = rowSchema.toObjectInspector();
-
-		// get current thread id
-		long threadId = Thread.currentThread().getId();
-
-		/**
-		 * expressions, expressions are thread local
-		 */
-		List<ExprNodeDesc> parameters = parameterExprs.get(threadId);
-		if (parameters == null) {
-			parameters = new ArrayList<ExprNodeDesc>();
-			for (ExprNodeDesc parameter : parametersOrigin)
-				parameters.add(parameter.clone());
-			parameterExprs.put(threadId, parameters);
-		}
-
-		/**
-		 * cached parameter objects
-		 */
-		Object[] cachedParas = cachedParameters.get(threadId);
-		if (cachedParas == null) {
-			cachedParas = new Object[parameters.size()];
-			cachedParameters.put(threadId, cachedParas);
-		}
-
-		/**
-		 * cached row object: one per thread
-		 */
-		LazyObject<? extends ObjectInspector> cachedRowObject = cachedRowObjects
-				.get(threadId);
-		if (cachedRowObject == null) {
-			cachedRowObject = LazyFactory.createLazyObject(rowInspector);
-			cachedRowObjects.put(threadId, cachedRowObject);
-		}
-
-		/**
-		 * we only use lazy serde to do serialization
-		 */
-		SerDe lazySer = serDe.get(threadId);
-		if (lazySer == null) {
-			lazySer = new LazySerDe();
-			serDe.put(threadId, lazySer);
-		}
-
-		/**
-		 * evaluators
-		 */
-		ExprNodeEvaluator[] evals = evaluators.get(threadId);
-		if (evals == null) {
-			evals = new ExprNodeEvaluator[parameters.size()];
-			evaluators.put(threadId, evals);
-		}
-
-		GenericUDAFEvaluator udafPartial;
-		GenericUDAFEvaluator udafComplete;
-
-		// initialize object inspectors
-		try {
-			/**
-			 * evaluators, udf, object inpsectors are shared in one thread
-			 */
-			for (int i = 0; i < evals.length; i++) {
-				if (evals[i] == null) {
-					evals[i] = ExprNodeEvaluatorFactory.get(parameters.get(i));
-					if (parameterInspectors[i] == null) {
-						parameterInspectors[i] = evals[i]
-								.initialize(rowInspector);
-					} else {
-						evals[i].initialize(rowInspector);
-					}
-				}
-			}
-
-			udafComplete = udafsComplete.get(threadId);
-			if (udafComplete == null) {
-				try {
-					udafComplete = FunctionRegistry.getGenericUDAFEvaluator(
-							genericUDAFName, types, distinct, false);
-				} catch (HiveException e) {
-					throw new AlgebricksException(e);
-				}
-				udafsComplete.put(threadId, udafComplete);
-				udafComplete.init(mode, parameterInspectors);
-			}
-
-			// multiple stage group by, determined by the mode parameter
-			if (outputInspector == null)
-				outputInspector = udafComplete.init(mode, parameterInspectors);
-
-			// initial partial gby udaf
-			GenericUDAFEvaluator.Mode partialMode;
-			// adjust mode for external groupby
-			if (mode == GenericUDAFEvaluator.Mode.COMPLETE)
-				partialMode = GenericUDAFEvaluator.Mode.PARTIAL1;
-			else if (mode == GenericUDAFEvaluator.Mode.FINAL)
-				partialMode = GenericUDAFEvaluator.Mode.PARTIAL2;
-			else
-				partialMode = mode;
-			udafPartial = udafsPartial.get(threadId);
-			if (udafPartial == null) {
-				try {
-					udafPartial = FunctionRegistry.getGenericUDAFEvaluator(
-							genericUDAFName, types, distinct, false);
-				} catch (HiveException e) {
-					throw new AlgebricksException(e);
-				}
-				udafPartial.init(partialMode, parameterInspectors);
-				udafsPartial.put(threadId, udafPartial);
-			}
-
-			// multiple stage group by, determined by the mode parameter
-			if (outputInspectorPartial == null)
-				outputInspectorPartial = udafPartial.init(partialMode,
-						parameterInspectors);
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException(e);
-		}
-
-		return new AggregationFunctionEvaluator(parameters, types,
-				genericUDAFName, mode, distinct, rowInspector,
-				provider.getDataOutput(), evals, parameterInspectors,
-				cachedParas, lazySer, cachedRowObject, udafPartial,
-				udafComplete, outputInspector, outputInspectorPartial);
-	}
-
-	public String toString() {
-		return "aggregation function expression evaluator factory: "
-				+ this.genericUDAFName;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionSerializableFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionSerializableFactory.java
deleted file mode 100644
index 73717a3..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/AggregationFunctionSerializableFactory.java
+++ /dev/null
@@ -1,381 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.evaluator;
-
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
-import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluatorFactory;
-import org.apache.hadoop.hive.ql.exec.FunctionRegistry;
-import org.apache.hadoop.hive.ql.exec.Utilities;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.plan.AggregationDesc;
-import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
-import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.runtime.evaluator.AggregatuibFunctionSerializableEvaluator;
-import edu.uci.ics.hivesterix.runtime.evaluator.ExpressionTranslator;
-import edu.uci.ics.hivesterix.serde.lazy.LazyFactory;
-import edu.uci.ics.hivesterix.serde.lazy.LazyObject;
-import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopySerializableAggregateFunction;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopySerializableAggregateFunctionFactory;
-
-public class AggregationFunctionSerializableFactory implements
-		ICopySerializableAggregateFunctionFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	/**
-	 * list of parameters' serialization
-	 */
-	private List<String> parametersSerialization = new ArrayList<String>();
-
-	/**
-	 * the name of the udf
-	 */
-	private String genericUDAFName;
-
-	/**
-	 * aggregation mode
-	 */
-	private GenericUDAFEvaluator.Mode mode;
-
-	/**
-	 * list of type info
-	 */
-	private List<TypeInfo> types = new ArrayList<TypeInfo>();
-
-	/**
-	 * distinct or not
-	 */
-	private boolean distinct;
-
-	/**
-	 * the schema of incoming rows
-	 */
-	private Schema rowSchema;
-
-	/**
-	 * list of parameters
-	 */
-	private transient List<ExprNodeDesc> parametersOrigin;
-
-	/**
-	 * row inspector
-	 */
-	private transient ObjectInspector rowInspector = null;
-
-	/**
-	 * output object inspector
-	 */
-	private transient ObjectInspector outputInspector = null;
-
-	/**
-	 * output object inspector
-	 */
-	private transient ObjectInspector outputInspectorPartial = null;
-
-	/**
-	 * parameter inspectors
-	 */
-	private transient ObjectInspector[] parameterInspectors = null;
-
-	/**
-	 * expression desc
-	 */
-	private transient HashMap<Long, List<ExprNodeDesc>> parameterExprs = new HashMap<Long, List<ExprNodeDesc>>();
-
-	/**
-	 * evaluators
-	 */
-	private transient HashMap<Long, ExprNodeEvaluator[]> evaluators = new HashMap<Long, ExprNodeEvaluator[]>();
-
-	/**
-	 * cached parameter objects
-	 */
-	private transient HashMap<Long, Object[]> cachedParameters = new HashMap<Long, Object[]>();
-
-	/**
-	 * cached row object: one per thread
-	 */
-	private transient HashMap<Long, LazyObject<? extends ObjectInspector>> cachedRowObjects = new HashMap<Long, LazyObject<? extends ObjectInspector>>();
-
-	/**
-	 * we only use lazy serde to do serialization
-	 */
-	private transient HashMap<Long, SerDe> serDe = new HashMap<Long, SerDe>();
-
-	/**
-	 * udaf evaluators
-	 */
-	private transient HashMap<Long, GenericUDAFEvaluator> udafsPartial = new HashMap<Long, GenericUDAFEvaluator>();
-
-	/**
-	 * udaf evaluators
-	 */
-	private transient HashMap<Long, GenericUDAFEvaluator> udafsComplete = new HashMap<Long, GenericUDAFEvaluator>();
-
-	/**
-	 * aggregation function desc
-	 */
-	private transient AggregationDesc aggregator;
-
-	/**
-	 * 
-	 * @param aggregator
-	 *            Algebricks function call expression
-	 * @param oi
-	 *            schema
-	 */
-	public AggregationFunctionSerializableFactory(
-			AggregateFunctionCallExpression expression, Schema oi,
-			IVariableTypeEnvironment env) throws AlgebricksException {
-
-		try {
-			aggregator = (AggregationDesc) ExpressionTranslator
-					.getHiveExpression(expression, env);
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException(e.getMessage());
-		}
-		init(aggregator.getParameters(), aggregator.getGenericUDAFName(),
-				aggregator.getMode(), aggregator.getDistinct(), oi);
-	}
-
-	/**
-	 * constructor of aggregation function factory
-	 * 
-	 * @param inputs
-	 * @param name
-	 * @param udafMode
-	 * @param distinct
-	 * @param oi
-	 */
-	private void init(List<ExprNodeDesc> inputs, String name,
-			GenericUDAFEvaluator.Mode udafMode, boolean distinct, Schema oi) {
-		parametersOrigin = inputs;
-		genericUDAFName = name;
-		mode = udafMode;
-		this.distinct = distinct;
-		rowSchema = oi;
-
-		for (ExprNodeDesc input : inputs) {
-			TypeInfo type = input.getTypeInfo();
-			if (type instanceof StructTypeInfo) {
-				types.add(TypeInfoFactory.doubleTypeInfo);
-			} else
-				types.add(type);
-
-			String s = Utilities.serializeExpression(input);
-			parametersSerialization.add(s);
-		}
-	}
-
-	@Override
-	public synchronized ICopySerializableAggregateFunction createAggregateFunction()
-			throws AlgebricksException {
-		if (parametersOrigin == null) {
-			Configuration config = new Configuration();
-			config.setClassLoader(this.getClass().getClassLoader());
-			/**
-			 * in case of class.forname(...) call in hive code
-			 */
-			Thread.currentThread().setContextClassLoader(
-					this.getClass().getClassLoader());
-
-			parametersOrigin = new ArrayList<ExprNodeDesc>();
-			for (String serialization : parametersSerialization) {
-				parametersOrigin.add(Utilities.deserializeExpression(
-						serialization, config));
-			}
-		}
-
-		/**
-		 * exprs
-		 */
-		if (parameterExprs == null)
-			parameterExprs = new HashMap<Long, List<ExprNodeDesc>>();
-
-		/**
-		 * evaluators
-		 */
-		if (evaluators == null)
-			evaluators = new HashMap<Long, ExprNodeEvaluator[]>();
-
-		/**
-		 * cached parameter objects
-		 */
-		if (cachedParameters == null)
-			cachedParameters = new HashMap<Long, Object[]>();
-
-		/**
-		 * cached row object: one per thread
-		 */
-		if (cachedRowObjects == null)
-			cachedRowObjects = new HashMap<Long, LazyObject<? extends ObjectInspector>>();
-
-		/**
-		 * we only use lazy serde to do serialization
-		 */
-		if (serDe == null)
-			serDe = new HashMap<Long, SerDe>();
-
-		/**
-		 * UDAF functions
-		 */
-		if (udafsComplete == null)
-			udafsComplete = new HashMap<Long, GenericUDAFEvaluator>();
-
-		/**
-		 * UDAF functions
-		 */
-		if (udafsPartial == null)
-			udafsPartial = new HashMap<Long, GenericUDAFEvaluator>();
-
-		if (parameterInspectors == null)
-			parameterInspectors = new ObjectInspector[parametersOrigin.size()];
-
-		if (rowInspector == null)
-			rowInspector = rowSchema.toObjectInspector();
-
-		// get current thread id
-		long threadId = Thread.currentThread().getId();
-
-		/**
-		 * expressions, expressions are thread local
-		 */
-		List<ExprNodeDesc> parameters = parameterExprs.get(threadId);
-		if (parameters == null) {
-			parameters = new ArrayList<ExprNodeDesc>();
-			for (ExprNodeDesc parameter : parametersOrigin)
-				parameters.add(parameter.clone());
-			parameterExprs.put(threadId, parameters);
-		}
-
-		/**
-		 * cached parameter objects
-		 */
-		Object[] cachedParas = cachedParameters.get(threadId);
-		if (cachedParas == null) {
-			cachedParas = new Object[parameters.size()];
-			cachedParameters.put(threadId, cachedParas);
-		}
-
-		/**
-		 * cached row object: one per thread
-		 */
-		LazyObject<? extends ObjectInspector> cachedRowObject = cachedRowObjects
-				.get(threadId);
-		if (cachedRowObject == null) {
-			cachedRowObject = LazyFactory.createLazyObject(rowInspector);
-			cachedRowObjects.put(threadId, cachedRowObject);
-		}
-
-		/**
-		 * we only use lazy serde to do serialization
-		 */
-		SerDe lazySer = serDe.get(threadId);
-		if (lazySer == null) {
-			lazySer = new LazySerDe();
-			serDe.put(threadId, lazySer);
-		}
-
-		/**
-		 * evaluators
-		 */
-		ExprNodeEvaluator[] evals = evaluators.get(threadId);
-		if (evals == null) {
-			evals = new ExprNodeEvaluator[parameters.size()];
-			evaluators.put(threadId, evals);
-		}
-
-		GenericUDAFEvaluator udafPartial;
-		GenericUDAFEvaluator udafComplete;
-
-		// initialize object inspectors
-		try {
-			/**
-			 * evaluators, udf, object inpsectors are shared in one thread
-			 */
-			for (int i = 0; i < evals.length; i++) {
-				if (evals[i] == null) {
-					evals[i] = ExprNodeEvaluatorFactory.get(parameters.get(i));
-					if (parameterInspectors[i] == null) {
-						parameterInspectors[i] = evals[i]
-								.initialize(rowInspector);
-					} else {
-						evals[i].initialize(rowInspector);
-					}
-				}
-			}
-
-			udafComplete = udafsComplete.get(threadId);
-			if (udafComplete == null) {
-				try {
-					udafComplete = FunctionRegistry.getGenericUDAFEvaluator(
-							genericUDAFName, types, distinct, false);
-				} catch (HiveException e) {
-					throw new AlgebricksException(e);
-				}
-				udafsComplete.put(threadId, udafComplete);
-				udafComplete.init(mode, parameterInspectors);
-			}
-
-			// multiple stage group by, determined by the mode parameter
-			if (outputInspector == null)
-				outputInspector = udafComplete.init(mode, parameterInspectors);
-
-			// initial partial gby udaf
-			GenericUDAFEvaluator.Mode partialMode;
-			// adjust mode for external groupby
-			if (mode == GenericUDAFEvaluator.Mode.COMPLETE)
-				partialMode = GenericUDAFEvaluator.Mode.PARTIAL1;
-			else if (mode == GenericUDAFEvaluator.Mode.FINAL)
-				partialMode = GenericUDAFEvaluator.Mode.PARTIAL2;
-			else
-				partialMode = mode;
-			udafPartial = udafsPartial.get(threadId);
-			if (udafPartial == null) {
-				try {
-					udafPartial = FunctionRegistry.getGenericUDAFEvaluator(
-							genericUDAFName, types, distinct, false);
-				} catch (HiveException e) {
-					throw new AlgebricksException(e);
-				}
-				udafPartial.init(partialMode, parameterInspectors);
-				udafsPartial.put(threadId, udafPartial);
-			}
-
-			// multiple stage group by, determined by the mode parameter
-			if (outputInspectorPartial == null)
-				outputInspectorPartial = udafPartial.init(partialMode,
-						parameterInspectors);
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException(e);
-		}
-
-		return new AggregatuibFunctionSerializableEvaluator(parameters, types,
-				genericUDAFName, mode, distinct, rowInspector, evals,
-				parameterInspectors, cachedParas, lazySer, cachedRowObject,
-				udafPartial, udafComplete, outputInspector,
-				outputInspectorPartial);
-	}
-
-	public String toString() {
-		return "aggregation function expression evaluator factory: "
-				+ this.genericUDAFName;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ColumnExpressionEvaluatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ColumnExpressionEvaluatorFactory.java
deleted file mode 100644
index 68bf408..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ColumnExpressionEvaluatorFactory.java
+++ /dev/null
@@ -1,45 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.evaluator;
-
-import org.apache.hadoop.hive.ql.plan.ExprNodeColumnDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.runtime.evaluator.ColumnExpressionEvaluator;
-import edu.uci.ics.hivesterix.runtime.evaluator.ExpressionTranslator;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class ColumnExpressionEvaluatorFactory implements ICopyEvaluatorFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	private ExprNodeColumnDesc expr;
-
-	private Schema inputSchema;
-
-	public ColumnExpressionEvaluatorFactory(ILogicalExpression expression,
-			Schema schema, IVariableTypeEnvironment env)
-			throws AlgebricksException {
-		try {
-			expr = (ExprNodeColumnDesc) ExpressionTranslator.getHiveExpression(
-					expression, env);
-		} catch (Exception e) {
-			throw new AlgebricksException(e.getMessage());
-		}
-		inputSchema = schema;
-	}
-
-	public ICopyEvaluator createEvaluator(IDataOutputProvider output)
-			throws AlgebricksException {
-		return new ColumnExpressionEvaluator(expr,
-				inputSchema.toObjectInspector(), output);
-	}
-
-	public String toString() {
-		return "column expression evaluator factory: " + expr.toString();
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ConstantExpressionEvaluatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ConstantExpressionEvaluatorFactory.java
deleted file mode 100644
index e0241a1..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ConstantExpressionEvaluatorFactory.java
+++ /dev/null
@@ -1,46 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.evaluator;
-
-import org.apache.hadoop.hive.ql.plan.ExprNodeConstantDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.runtime.evaluator.ConstantExpressionEvaluator;
-import edu.uci.ics.hivesterix.runtime.evaluator.ExpressionTranslator;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class ConstantExpressionEvaluatorFactory implements
-		ICopyEvaluatorFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	private ExprNodeConstantDesc expr;
-
-	private Schema schema;
-
-	public ConstantExpressionEvaluatorFactory(ILogicalExpression expression,
-			Schema inputSchema, IVariableTypeEnvironment env)
-			throws AlgebricksException {
-		try {
-			expr = (ExprNodeConstantDesc) ExpressionTranslator
-					.getHiveExpression(expression, env);
-		} catch (Exception e) {
-			throw new AlgebricksException(e.getMessage());
-		}
-		schema = inputSchema;
-	}
-
-	public ICopyEvaluator createEvaluator(IDataOutputProvider output)
-			throws AlgebricksException {
-		return new ConstantExpressionEvaluator(expr,
-				schema.toObjectInspector(), output);
-	}
-
-	public String toString() {
-		return "constant expression evaluator factory: " + expr.toString();
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/FieldExpressionEvaluatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/FieldExpressionEvaluatorFactory.java
deleted file mode 100644
index 4b5f906..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/FieldExpressionEvaluatorFactory.java
+++ /dev/null
@@ -1,44 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.evaluator;
-
-import org.apache.hadoop.hive.ql.plan.ExprNodeFieldDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.runtime.evaluator.ExpressionTranslator;
-import edu.uci.ics.hivesterix.runtime.evaluator.FieldExpressionEvaluator;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class FieldExpressionEvaluatorFactory implements ICopyEvaluatorFactory {
-	private static final long serialVersionUID = 1L;
-
-	private ExprNodeFieldDesc expr;
-
-	private Schema inputSchema;
-
-	public FieldExpressionEvaluatorFactory(ILogicalExpression expression,
-			Schema schema, IVariableTypeEnvironment env)
-			throws AlgebricksException {
-		try {
-			expr = (ExprNodeFieldDesc) ExpressionTranslator.getHiveExpression(
-					expression, env);
-		} catch (Exception e) {
-			throw new AlgebricksException(e.getMessage());
-		}
-		inputSchema = schema;
-	}
-
-	public ICopyEvaluator createEvaluator(IDataOutputProvider output)
-			throws AlgebricksException {
-		return new FieldExpressionEvaluator(expr,
-				inputSchema.toObjectInspector(), output);
-	}
-
-	public String toString() {
-		return "field access expression evaluator factory: " + expr.toString();
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/HiveExpressionRuntimeProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/HiveExpressionRuntimeProvider.java
deleted file mode 100644
index 387ca72..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/HiveExpressionRuntimeProvider.java
+++ /dev/null
@@ -1,192 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.evaluator;
-
-import java.util.ArrayList;
-import java.util.Iterator;
-import java.util.List;
-
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-
-import edu.uci.ics.hivesterix.logical.expression.ExpressionConstant;
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression.FunctionKind;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.LogicalExpressionJobGenToExpressionRuntimeProviderAdapter.AggregateFunctionFactoryAdapter;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.LogicalExpressionJobGenToExpressionRuntimeProviderAdapter.ScalarEvaluatorFactoryAdapter;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.LogicalExpressionJobGenToExpressionRuntimeProviderAdapter.UnnestingFunctionFactoryAdapter;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.StatefulFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
-import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.JobGenContext;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopySerializableAggregateFunctionFactory;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
-
-public class HiveExpressionRuntimeProvider implements
-		IExpressionRuntimeProvider {
-
-	public static final IExpressionRuntimeProvider INSTANCE = new HiveExpressionRuntimeProvider();
-
-	@Override
-	public IAggregateEvaluatorFactory createAggregateFunctionFactory(
-			AggregateFunctionCallExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		Schema schema = this.getSchema(inputSchemas[0], env);
-		return new AggregateFunctionFactoryAdapter(
-				new AggregationFunctionFactory(expr, schema, env));
-	}
-
-	@Override
-	public ICopySerializableAggregateFunctionFactory createSerializableAggregateFunctionFactory(
-			AggregateFunctionCallExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		Schema schema = this.getSchema(inputSchemas[0], env);
-		return new AggregationFunctionSerializableFactory(expr, schema, env);
-	}
-
-	@Override
-	public IRunningAggregateEvaluatorFactory createRunningAggregateFunctionFactory(
-			StatefulFunctionCallExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public IUnnestingEvaluatorFactory createUnnestingFunctionFactory(
-			UnnestingFunctionCallExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		Schema schema = this.getSchema(inputSchemas[0], env);
-		return new UnnestingFunctionFactoryAdapter(
-				new UnnestingFunctionFactory(expr, schema, env));
-	}
-
-	public IScalarEvaluatorFactory createEvaluatorFactory(
-			ILogicalExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		switch (expr.getExpressionTag()) {
-		case VARIABLE: {
-			VariableReferenceExpression v = (VariableReferenceExpression) expr;
-			return new ScalarEvaluatorFactoryAdapter(
-					createVariableEvaluatorFactory(v, env, inputSchemas,
-							context));
-		}
-		case CONSTANT: {
-			ConstantExpression c = (ConstantExpression) expr;
-			return new ScalarEvaluatorFactoryAdapter(
-					createConstantEvaluatorFactory(c, env, inputSchemas,
-							context));
-		}
-		case FUNCTION_CALL: {
-			AbstractFunctionCallExpression fun = (AbstractFunctionCallExpression) expr;
-			FunctionIdentifier fid = fun.getFunctionIdentifier();
-
-			if (fid.getName().equals(ExpressionConstant.FIELDACCESS)) {
-				return new ScalarEvaluatorFactoryAdapter(
-						createFieldExpressionEvaluatorFactory(fun, env,
-								inputSchemas, context));
-			}
-
-			if (fid.getName().equals(ExpressionConstant.FIELDACCESS)) {
-				return new ScalarEvaluatorFactoryAdapter(
-						createNullExpressionEvaluatorFactory(fun, env,
-								inputSchemas, context));
-			}
-
-			if (fun.getKind() == FunctionKind.SCALAR) {
-				ScalarFunctionCallExpression scalar = (ScalarFunctionCallExpression) fun;
-				return new ScalarEvaluatorFactoryAdapter(
-						createScalarFunctionEvaluatorFactory(scalar, env,
-								inputSchemas, context));
-			} else {
-				throw new AlgebricksException(
-						"Cannot create evaluator for function " + fun
-								+ " of kind " + fun.getKind());
-			}
-		}
-		default: {
-			throw new IllegalStateException();
-		}
-		}
-	}
-
-	private ICopyEvaluatorFactory createVariableEvaluatorFactory(
-			VariableReferenceExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		Schema schema = this.getSchema(inputSchemas[0], env);
-		return new ColumnExpressionEvaluatorFactory(expr, schema, env);
-	}
-
-	private ICopyEvaluatorFactory createScalarFunctionEvaluatorFactory(
-			AbstractFunctionCallExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		List<String> names = new ArrayList<String>();
-		List<TypeInfo> types = new ArrayList<TypeInfo>();
-		for (IOperatorSchema inputSchema : inputSchemas) {
-			Schema schema = this.getSchema(inputSchema, env);
-			names.addAll(schema.getNames());
-			types.addAll(schema.getTypes());
-		}
-		Schema inputSchema = new Schema(names, types);
-		return new ScalarFunctionExpressionEvaluatorFactory(expr, inputSchema,
-				env);
-	}
-
-	private ICopyEvaluatorFactory createFieldExpressionEvaluatorFactory(
-			AbstractFunctionCallExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		Schema schema = this.getSchema(inputSchemas[0], env);
-		return new FieldExpressionEvaluatorFactory(expr, schema, env);
-	}
-
-	private ICopyEvaluatorFactory createNullExpressionEvaluatorFactory(
-			AbstractFunctionCallExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		Schema schema = this.getSchema(inputSchemas[0], env);
-		return new NullExpressionEvaluatorFactory(expr, schema, env);
-	}
-
-	private ICopyEvaluatorFactory createConstantEvaluatorFactory(
-			ConstantExpression expr, IVariableTypeEnvironment env,
-			IOperatorSchema[] inputSchemas, JobGenContext context)
-			throws AlgebricksException {
-		Schema schema = this.getSchema(inputSchemas[0], env);
-		return new ConstantExpressionEvaluatorFactory(expr, schema, env);
-	}
-
-	private Schema getSchema(IOperatorSchema inputSchema,
-			IVariableTypeEnvironment env) throws AlgebricksException {
-		List<String> names = new ArrayList<String>();
-		List<TypeInfo> types = new ArrayList<TypeInfo>();
-		Iterator<LogicalVariable> variables = inputSchema.iterator();
-		while (variables.hasNext()) {
-			LogicalVariable var = variables.next();
-			names.add(var.toString());
-			types.add((TypeInfo) env.getVarType(var));
-		}
-
-		Schema schema = new Schema(names, types);
-		return schema;
-	}
-
-}
\ No newline at end of file
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/NullExpressionEvaluatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/NullExpressionEvaluatorFactory.java
deleted file mode 100644
index 8f516e8..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/NullExpressionEvaluatorFactory.java
+++ /dev/null
@@ -1,45 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.evaluator;
-
-import org.apache.hadoop.hive.ql.plan.ExprNodeNullDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.runtime.evaluator.ExpressionTranslator;
-import edu.uci.ics.hivesterix.runtime.evaluator.NullExpressionEvaluator;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class NullExpressionEvaluatorFactory implements ICopyEvaluatorFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	private ExprNodeNullDesc expr;
-
-	private Schema schema;
-
-	public NullExpressionEvaluatorFactory(ILogicalExpression expression,
-			Schema intputSchema, IVariableTypeEnvironment env)
-			throws AlgebricksException {
-		try {
-			expr = (ExprNodeNullDesc) ExpressionTranslator.getHiveExpression(
-					expression, env);
-		} catch (Exception e) {
-			throw new AlgebricksException(e.getMessage());
-		}
-		schema = intputSchema;
-	}
-
-	public ICopyEvaluator createEvaluator(IDataOutputProvider output)
-			throws AlgebricksException {
-		return new NullExpressionEvaluator(expr, schema.toObjectInspector(),
-				output);
-	}
-
-	public String toString() {
-		return "null expression evaluator factory: " + expr.toString();
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ScalarFunctionExpressionEvaluatorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ScalarFunctionExpressionEvaluatorFactory.java
deleted file mode 100644
index 262758e..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/ScalarFunctionExpressionEvaluatorFactory.java
+++ /dev/null
@@ -1,77 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.evaluator;
-
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.hive.ql.exec.Utilities;
-import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.runtime.evaluator.ExpressionTranslator;
-import edu.uci.ics.hivesterix.runtime.evaluator.FunctionExpressionEvaluator;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluator;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class ScalarFunctionExpressionEvaluatorFactory implements
-		ICopyEvaluatorFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	private transient ExprNodeGenericFuncDesc expr;
-
-	private String exprSerialization;
-
-	private Schema inputSchema;
-
-	private transient Configuration config;
-
-	public ScalarFunctionExpressionEvaluatorFactory(
-			ILogicalExpression expression, Schema schema,
-			IVariableTypeEnvironment env) throws AlgebricksException {
-		try {
-			expr = (ExprNodeGenericFuncDesc) ExpressionTranslator
-					.getHiveExpression(expression, env);
-
-			exprSerialization = Utilities.serializeExpression(expr);
-
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException(e.getMessage());
-		}
-		inputSchema = schema;
-	}
-
-	public synchronized ICopyEvaluator createEvaluator(
-			IDataOutputProvider output) throws AlgebricksException {
-		if (expr == null) {
-			configClassLoader();
-			expr = (ExprNodeGenericFuncDesc) Utilities.deserializeExpression(
-					exprSerialization, config);
-		}
-
-		ExprNodeGenericFuncDesc funcDesc = (ExprNodeGenericFuncDesc) expr
-				.clone();
-		return new FunctionExpressionEvaluator(funcDesc,
-				inputSchema.toObjectInspector(), output);
-	}
-
-	private void configClassLoader() {
-		config = new Configuration();
-		ClassLoader loader = this.getClass().getClassLoader();
-		config.setClassLoader(loader);
-		Thread.currentThread().setContextClassLoader(loader);
-	}
-
-	public String toString() {
-		if (expr == null) {
-			configClassLoader();
-			expr = (ExprNodeGenericFuncDesc) Utilities.deserializeExpression(
-					exprSerialization, new Configuration());
-		}
-
-		return "function expression evaluator factory: " + expr.getExprString();
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/UnnestingFunctionFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/UnnestingFunctionFactory.java
deleted file mode 100644
index 1d77737..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/evaluator/UnnestingFunctionFactory.java
+++ /dev/null
@@ -1,44 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.evaluator;
-
-import org.apache.hadoop.hive.ql.plan.UDTFDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.runtime.evaluator.ExpressionTranslator;
-import edu.uci.ics.hivesterix.runtime.evaluator.UDTFFunctionEvaluator;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyUnnestingFunction;
-import edu.uci.ics.hyracks.algebricks.runtime.base.ICopyUnnestingFunctionFactory;
-import edu.uci.ics.hyracks.data.std.api.IDataOutputProvider;
-
-public class UnnestingFunctionFactory implements ICopyUnnestingFunctionFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	private UDTFDesc expr;
-
-	private Schema inputSchema;
-
-	private int[] columns;
-
-	public UnnestingFunctionFactory(ILogicalExpression expression,
-			Schema schema, IVariableTypeEnvironment env)
-			throws AlgebricksException {
-		try {
-			expr = (UDTFDesc) ExpressionTranslator.getHiveExpression(
-					expression, env);
-		} catch (Exception e) {
-			throw new AlgebricksException(e.getMessage());
-		}
-		inputSchema = schema;
-	}
-
-	@Override
-	public ICopyUnnestingFunction createUnnestingFunction(
-			IDataOutputProvider provider) throws AlgebricksException {
-		return new UDTFFunctionEvaluator(expr, inputSchema, columns,
-				provider.getDataOutput());
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveDoubleBinaryHashFunctionFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveDoubleBinaryHashFunctionFactory.java
deleted file mode 100644
index fc302e1..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveDoubleBinaryHashFunctionFactory.java
+++ /dev/null
@@ -1,31 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
-
-public class HiveDoubleBinaryHashFunctionFactory implements
-		IBinaryHashFunctionFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveDoubleBinaryHashFunctionFactory INSTANCE = new HiveDoubleBinaryHashFunctionFactory();
-
-	private HiveDoubleBinaryHashFunctionFactory() {
-	}
-
-	@Override
-	public IBinaryHashFunction createBinaryHashFunction() {
-		// TODO Auto-generated method stub
-		return new IBinaryHashFunction() {
-			private Double value;
-
-			@Override
-			public int hash(byte[] bytes, int offset, int length) {
-				value = Double.longBitsToDouble(LazyUtils.byteArrayToLong(
-						bytes, offset));
-				return value.hashCode();
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveIntegerBinaryHashFunctionFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveIntegerBinaryHashFunctionFactory.java
deleted file mode 100644
index e1a9994..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveIntegerBinaryHashFunctionFactory.java
+++ /dev/null
@@ -1,35 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
-
-public class HiveIntegerBinaryHashFunctionFactory implements
-		IBinaryHashFunctionFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static IBinaryHashFunctionFactory INSTANCE = new HiveIntegerBinaryHashFunctionFactory();
-
-	private HiveIntegerBinaryHashFunctionFactory() {
-	}
-
-	@Override
-	public IBinaryHashFunction createBinaryHashFunction() {
-
-		return new IBinaryHashFunction() {
-			private VInt value = new VInt();
-
-			@Override
-			public int hash(byte[] bytes, int offset, int length) {
-				LazyUtils.readVInt(bytes, offset, value);
-				if (value.length != length)
-					throw new IllegalArgumentException(
-							"length mismatch in int hash function actual: "
-									+ length + " expected " + value.length);
-				return value.value;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveLongBinaryHashFunctionFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveLongBinaryHashFunctionFactory.java
deleted file mode 100644
index 6f7c6f2..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveLongBinaryHashFunctionFactory.java
+++ /dev/null
@@ -1,31 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
-
-public class HiveLongBinaryHashFunctionFactory implements
-		IBinaryHashFunctionFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static IBinaryHashFunctionFactory INSTANCE = new HiveLongBinaryHashFunctionFactory();
-
-	private HiveLongBinaryHashFunctionFactory() {
-	}
-
-	@Override
-	public IBinaryHashFunction createBinaryHashFunction() {
-
-		return new IBinaryHashFunction() {
-			private VLong value = new VLong();
-
-			@Override
-			public int hash(byte[] bytes, int offset, int length) {
-				LazyUtils.readVLong(bytes, offset, value);
-				return (int) value.value;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveRawBinaryHashFunctionFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveRawBinaryHashFunctionFactory.java
deleted file mode 100644
index e03dde0..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveRawBinaryHashFunctionFactory.java
+++ /dev/null
@@ -1,32 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
-
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
-
-public class HiveRawBinaryHashFunctionFactory implements
-		IBinaryHashFunctionFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static IBinaryHashFunctionFactory INSTANCE = new HiveRawBinaryHashFunctionFactory();
-
-	private HiveRawBinaryHashFunctionFactory() {
-
-	}
-
-	@Override
-	public IBinaryHashFunction createBinaryHashFunction() {
-
-		return new IBinaryHashFunction() {
-
-			@Override
-			public int hash(byte[] bytes, int offset, int length) {
-				int value = 1;
-				int end = offset + length;
-				for (int i = offset; i < end; i++)
-					value = value * 31 + (int) bytes[i];
-				return value;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveStingBinaryHashFunctionFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveStingBinaryHashFunctionFactory.java
deleted file mode 100644
index 055c077..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/hashfunction/HiveStingBinaryHashFunctionFactory.java
+++ /dev/null
@@ -1,45 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.hashfunction;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
-
-public class HiveStingBinaryHashFunctionFactory implements
-		IBinaryHashFunctionFactory {
-	private static final long serialVersionUID = 1L;
-
-	public static HiveStingBinaryHashFunctionFactory INSTANCE = new HiveStingBinaryHashFunctionFactory();
-
-	private HiveStingBinaryHashFunctionFactory() {
-	}
-
-	@Override
-	public IBinaryHashFunction createBinaryHashFunction() {
-		// TODO Auto-generated method stub
-		return new IBinaryHashFunction() {
-			private VInt len = new VInt();
-
-			@Override
-			public int hash(byte[] bytes, int offset, int length) {
-				LazyUtils.readVInt(bytes, offset, len);
-				if (len.value + len.length != length)
-					throw new IllegalStateException(
-							"parse string: length mismatch, expected "
-									+ (len.value + len.length) + " but get "
-									+ length);
-				return hashBytes(bytes, offset + len.length, length
-						- len.length);
-			}
-
-			public int hashBytes(byte[] bytes, int offset, int length) {
-				int value = 1;
-				int end = offset + length;
-				for (int i = offset; i < end; i++)
-					value = value * 31 + (int) bytes[i];
-				return value;
-			}
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleAscNormalizedKeyComputerFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleAscNormalizedKeyComputerFactory.java
deleted file mode 100644
index 5f03962..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleAscNormalizedKeyComputerFactory.java
+++ /dev/null
@@ -1,25 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.normalize;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
-
-public class HiveDoubleAscNormalizedKeyComputerFactory implements
-		INormalizedKeyComputerFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	@Override
-	public INormalizedKeyComputer createNormalizedKeyComputer() {
-
-		return new INormalizedKeyComputer() {
-
-			@Override
-			public int normalize(byte[] bytes, int start, int length) {
-				int header = LazyUtils.byteArrayToInt(bytes, start);
-				long unsignedValue = (long) header;
-				return (int) ((unsignedValue - ((long) Integer.MIN_VALUE)) & 0xffffffffL);
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleDescNormalizedKeyComputerFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleDescNormalizedKeyComputerFactory.java
deleted file mode 100644
index e4587a2..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveDoubleDescNormalizedKeyComputerFactory.java
+++ /dev/null
@@ -1,26 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.normalize;
-
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
-
-public class HiveDoubleDescNormalizedKeyComputerFactory implements
-		INormalizedKeyComputerFactory {
-
-	private static final long serialVersionUID = 1L;
-	private final INormalizedKeyComputerFactory ascNormalizedKeyComputerFactory = new HiveDoubleAscNormalizedKeyComputerFactory();
-
-	@Override
-	public INormalizedKeyComputer createNormalizedKeyComputer() {
-		return new INormalizedKeyComputer() {
-			private INormalizedKeyComputer nmkComputer = ascNormalizedKeyComputerFactory
-					.createNormalizedKeyComputer();
-
-			@Override
-			public int normalize(byte[] bytes, int start, int length) {
-				int nk = nmkComputer.normalize(bytes, start, length);
-				return (int) ((long) Integer.MAX_VALUE - (long) (nk - Integer.MIN_VALUE));
-			}
-
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerAscNormalizedKeyComputerFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerAscNormalizedKeyComputerFactory.java
deleted file mode 100644
index 2ff390a..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerAscNormalizedKeyComputerFactory.java
+++ /dev/null
@@ -1,31 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.normalize;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
-
-public class HiveIntegerAscNormalizedKeyComputerFactory implements
-		INormalizedKeyComputerFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	@Override
-	public INormalizedKeyComputer createNormalizedKeyComputer() {
-
-		return new INormalizedKeyComputer() {
-			private VInt vint = new VInt();
-
-			@Override
-			public int normalize(byte[] bytes, int start, int length) {
-				LazyUtils.readVInt(bytes, start, vint);
-				if (vint.length != length)
-					throw new IllegalArgumentException(
-							"length mismatch in int comparator function actual: "
-									+ vint.length + " expected " + length);
-				long unsignedValue = (long) vint.value;
-				return (int) ((unsignedValue - ((long) Integer.MIN_VALUE)) & 0xffffffffL);
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerDescNormalizedKeyComputerFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerDescNormalizedKeyComputerFactory.java
deleted file mode 100644
index 8eff1f8..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveIntegerDescNormalizedKeyComputerFactory.java
+++ /dev/null
@@ -1,31 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.normalize;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
-
-public class HiveIntegerDescNormalizedKeyComputerFactory implements
-		INormalizedKeyComputerFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	@Override
-	public INormalizedKeyComputer createNormalizedKeyComputer() {
-
-		return new INormalizedKeyComputer() {
-			private VInt vint = new VInt();
-
-			@Override
-			public int normalize(byte[] bytes, int start, int length) {
-				LazyUtils.readVInt(bytes, start, vint);
-				if (vint.length != length)
-					throw new IllegalArgumentException(
-							"length mismatch in int comparator function actual: "
-									+ vint.length + " expected " + length);
-				long unsignedValue = (long) vint.value;
-				return (int) ((long) 0xffffffff - unsignedValue);
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongAscNormalizedKeyComputerFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongAscNormalizedKeyComputerFactory.java
deleted file mode 100644
index 768eec2..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongAscNormalizedKeyComputerFactory.java
+++ /dev/null
@@ -1,65 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.normalize;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
-
-public class HiveLongAscNormalizedKeyComputerFactory implements
-		INormalizedKeyComputerFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	@Override
-	public INormalizedKeyComputer createNormalizedKeyComputer() {
-
-		return new INormalizedKeyComputer() {
-			private static final int POSTIVE_LONG_MASK = (3 << 30);
-			private static final int NON_NEGATIVE_INT_MASK = (2 << 30);
-			private static final int NEGATIVE_LONG_MASK = (0 << 30);
-			private VLong vlong = new VLong();
-
-			@Override
-			public int normalize(byte[] bytes, int start, int length) {
-				LazyUtils.readVLong(bytes, start, vlong);
-				if (vlong.length != length)
-					throw new IllegalArgumentException(
-							"length mismatch in int comparator function actual: "
-									+ vlong.length + " expected " + length);
-				long value = (long) vlong.value;
-				int highValue = (int) (value >> 32);
-				if (highValue > 0) {
-					/**
-					 * larger than Integer.MAX
-					 */
-					int highNmk = getKey(highValue);
-					highNmk >>= 2;
-					highNmk |= POSTIVE_LONG_MASK;
-					return highNmk;
-				} else if (highValue == 0) {
-					/**
-					 * smaller than Integer.MAX but >=0
-					 */
-					int lowNmk = (int) value;
-					lowNmk >>= 2;
-					lowNmk |= NON_NEGATIVE_INT_MASK;
-					return lowNmk;
-				} else {
-					/**
-					 * less than 0; TODO: have not optimized for that
-					 */
-					int highNmk = getKey(highValue);
-					highNmk >>= 2;
-					highNmk |= NEGATIVE_LONG_MASK;
-					return highNmk;
-				}
-			}
-
-			private int getKey(int value) {
-				long unsignedFirstValue = (long) value;
-				int nmk = (int) ((unsignedFirstValue - ((long) Integer.MIN_VALUE)) & 0xffffffffL);
-				return nmk;
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongDescNormalizedKeyComputerFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongDescNormalizedKeyComputerFactory.java
deleted file mode 100644
index 20ae56a..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveLongDescNormalizedKeyComputerFactory.java
+++ /dev/null
@@ -1,27 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.normalize;
-
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
-
-public class HiveLongDescNormalizedKeyComputerFactory implements
-		INormalizedKeyComputerFactory {
-
-	private static final long serialVersionUID = 1L;
-	private final INormalizedKeyComputerFactory ascNormalizedKeyComputerFactory = new HiveIntegerAscNormalizedKeyComputerFactory();
-
-	@Override
-	public INormalizedKeyComputer createNormalizedKeyComputer() {
-		return new INormalizedKeyComputer() {
-			private INormalizedKeyComputer nmkComputer = ascNormalizedKeyComputerFactory
-					.createNormalizedKeyComputer();
-
-			@Override
-			public int normalize(byte[] bytes, int start, int length) {
-				int nk = nmkComputer.normalize(bytes, start, length);
-				return (int) ((long) Integer.MAX_VALUE - (long) (nk - Integer.MIN_VALUE));
-			}
-
-		};
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringAscNormalizedKeyComputerFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringAscNormalizedKeyComputerFactory.java
deleted file mode 100644
index b16ccba..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringAscNormalizedKeyComputerFactory.java
+++ /dev/null
@@ -1,44 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.normalize;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-
-public class HiveStringAscNormalizedKeyComputerFactory implements
-		INormalizedKeyComputerFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	@Override
-	public INormalizedKeyComputer createNormalizedKeyComputer() {
-
-		return new INormalizedKeyComputer() {
-			private VInt len = new VInt();
-
-			@Override
-			public int normalize(byte[] bytes, int start, int length) {
-				LazyUtils.readVInt(bytes, start, len);
-
-				if (len.value + len.length != length)
-					throw new IllegalStateException(
-							"parse string: length mismatch, expected "
-									+ (len.value + len.length) + " but get "
-									+ length);
-				int nk = 0;
-				int offset = start + len.length;
-				for (int i = 0; i < 2; ++i) {
-					nk <<= 16;
-					if (i < len.value) {
-						char character = UTF8StringPointable.charAt(bytes,
-								offset);
-						nk += ((int) character) & 0xffff;
-						offset += UTF8StringPointable.charSize(bytes, offset);
-					}
-				}
-				return nk;
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringDescNormalizedKeyComputerFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringDescNormalizedKeyComputerFactory.java
deleted file mode 100644
index e8978c6..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/normalize/HiveStringDescNormalizedKeyComputerFactory.java
+++ /dev/null
@@ -1,40 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.normalize;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputer;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-
-public class HiveStringDescNormalizedKeyComputerFactory implements
-		INormalizedKeyComputerFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	@Override
-	public INormalizedKeyComputer createNormalizedKeyComputer() {
-		return new INormalizedKeyComputer() {
-			private VInt len = new VInt();
-
-			@Override
-			public int normalize(byte[] bytes, int start, int length) {
-				LazyUtils.readVInt(bytes, start, len);
-				if (len.value + len.length != length)
-					throw new IllegalStateException(
-							"parse string: length mismatch, expected "
-									+ (len.value + len.length) + " but get "
-									+ length);
-				int nk = 0;
-				int offset = start + len.length;
-				for (int i = 0; i < 2; ++i) {
-					nk <<= 16;
-					if (i < len.value) {
-						nk += ((int) UTF8StringPointable.charAt(bytes, offset)) & 0xffff;
-						offset += UTF8StringPointable.charSize(bytes, offset);
-					}
-				}
-				return (int) ((long) 0xffffffff - (long) nk);
-			}
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/nullwriter/HiveNullWriterFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/nullwriter/HiveNullWriterFactory.java
deleted file mode 100644
index 91d08c6..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/factory/nullwriter/HiveNullWriterFactory.java
+++ /dev/null
@@ -1,28 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.factory.nullwriter;
-
-import java.io.DataOutput;
-
-import edu.uci.ics.hyracks.api.dataflow.value.INullWriter;
-import edu.uci.ics.hyracks.api.dataflow.value.INullWriterFactory;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-
-public class HiveNullWriterFactory implements INullWriterFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	public static HiveNullWriterFactory INSTANCE = new HiveNullWriterFactory();
-
-	@Override
-	public INullWriter createNullWriter() {
-		return new HiveNullWriter();
-	}
-}
-
-class HiveNullWriter implements INullWriter {
-
-	@Override
-	public void writeNull(DataOutput out) throws HyracksDataException {
-		// do nothing
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspector.java
deleted file mode 100644
index 3d2b141..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspector.java
+++ /dev/null
@@ -1,20 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.inspector;
-
-import edu.uci.ics.hyracks.algebricks.data.IBinaryBooleanInspector;
-
-public class HiveBinaryBooleanInspector implements IBinaryBooleanInspector {
-
-	HiveBinaryBooleanInspector() {
-	}
-
-	@Override
-	public boolean getBooleanValue(byte[] bytes, int offset, int length) {
-		if (length == 0)
-			return false;
-		if (length != 1)
-			throw new IllegalStateException("boolean field error: with length "
-					+ length);
-		return bytes[0] == 1;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspectorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspectorFactory.java
deleted file mode 100644
index 86afbee..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryBooleanInspectorFactory.java
+++ /dev/null
@@ -1,22 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.inspector;
-
-import edu.uci.ics.hyracks.algebricks.data.IBinaryBooleanInspector;
-import edu.uci.ics.hyracks.algebricks.data.IBinaryBooleanInspectorFactory;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-
-public class HiveBinaryBooleanInspectorFactory implements
-		IBinaryBooleanInspectorFactory {
-	private static final long serialVersionUID = 1L;
-	public static HiveBinaryBooleanInspectorFactory INSTANCE = new HiveBinaryBooleanInspectorFactory();
-
-	private HiveBinaryBooleanInspectorFactory() {
-
-	}
-
-	@Override
-	public IBinaryBooleanInspector createBinaryBooleanInspector(
-			IHyracksTaskContext arg0) {
-		return new HiveBinaryBooleanInspector();
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspector.java
deleted file mode 100644
index e82e501..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspector.java
+++ /dev/null
@@ -1,23 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.inspector;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hyracks.algebricks.data.IBinaryIntegerInspector;
-
-public class HiveBinaryIntegerInspector implements IBinaryIntegerInspector {
-	private VInt value = new VInt();
-
-	HiveBinaryIntegerInspector() {
-	}
-
-	@Override
-	public int getIntegerValue(byte[] bytes, int offset, int length) {
-		LazyUtils.readVInt(bytes, offset, value);
-		if (value.length != length)
-			throw new IllegalArgumentException(
-					"length mismatch in int hash function actual: " + length
-							+ " expected " + value.length);
-		return value.value;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspectorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspectorFactory.java
deleted file mode 100644
index b44e610..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/inspector/HiveBinaryIntegerInspectorFactory.java
+++ /dev/null
@@ -1,22 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.inspector;
-
-import edu.uci.ics.hyracks.algebricks.data.IBinaryIntegerInspector;
-import edu.uci.ics.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-
-public class HiveBinaryIntegerInspectorFactory implements
-		IBinaryIntegerInspectorFactory {
-	private static final long serialVersionUID = 1L;
-	public static HiveBinaryIntegerInspectorFactory INSTANCE = new HiveBinaryIntegerInspectorFactory();
-
-	private HiveBinaryIntegerInspectorFactory() {
-
-	}
-
-	@Override
-	public IBinaryIntegerInspector createBinaryIntegerInspector(
-			IHyracksTaskContext arg0) {
-		return new HiveBinaryIntegerInspector();
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveConnectorPolicyAssignmentPolicy.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveConnectorPolicyAssignmentPolicy.java
deleted file mode 100644
index 8f559e2..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveConnectorPolicyAssignmentPolicy.java
+++ /dev/null
@@ -1,67 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.jobgen;
-
-import edu.uci.ics.hyracks.api.dataflow.IConnectorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.connectors.IConnectorPolicy;
-import edu.uci.ics.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
-import edu.uci.ics.hyracks.api.dataflow.connectors.PipeliningConnectorPolicy;
-import edu.uci.ics.hyracks.api.dataflow.connectors.SendSideMaterializedBlockingConnectorPolicy;
-import edu.uci.ics.hyracks.api.dataflow.connectors.SendSideMaterializedPipeliningConnectorPolicy;
-import edu.uci.ics.hyracks.api.dataflow.connectors.SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy;
-import edu.uci.ics.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
-
-public class HiveConnectorPolicyAssignmentPolicy implements
-		IConnectorPolicyAssignmentPolicy {
-	public enum Policy {
-		PIPELINING, SEND_SIDE_MAT_PIPELINING, SEND_SIDE_MAT_BLOCKING, SEND_SIDE_MAT_RECEIVE_SIDE_MAT_BLOCKING;
-	};
-
-	private static final long serialVersionUID = 1L;
-
-	private final IConnectorPolicy pipeliningPolicy = new PipeliningConnectorPolicy();
-	private final IConnectorPolicy sendSideMatPipeliningPolicy = new SendSideMaterializedPipeliningConnectorPolicy();
-	private final IConnectorPolicy sendSideMatBlockingPolicy = new SendSideMaterializedBlockingConnectorPolicy();
-	private final IConnectorPolicy sendSideMatReceiveSideMatBlockingPolicy = new SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy();
-	private final Policy policy;
-
-	public HiveConnectorPolicyAssignmentPolicy(Policy policy) {
-		this.policy = policy;
-	}
-
-	@Override
-	public IConnectorPolicy getConnectorPolicyAssignment(
-			IConnectorDescriptor c, int nProducers, int nConsumers,
-			int[] fanouts) {
-		if (c instanceof MToNPartitioningMergingConnectorDescriptor) {
-			// avoid deadlocks
-			switch (policy) {
-			case PIPELINING:
-			case SEND_SIDE_MAT_PIPELINING:
-				return sendSideMatPipeliningPolicy;
-			case SEND_SIDE_MAT_BLOCKING:
-				return sendSideMatBlockingPolicy;
-			case SEND_SIDE_MAT_RECEIVE_SIDE_MAT_BLOCKING:
-				return sendSideMatReceiveSideMatBlockingPolicy;
-			default:
-				return sendSideMatPipeliningPolicy;
-			}
-		} else if (c instanceof MToNPartitioningConnectorDescriptor) {
-			// support different repartitioning policies
-			switch (policy) {
-			case PIPELINING:
-				return pipeliningPolicy;
-			case SEND_SIDE_MAT_PIPELINING:
-				return sendSideMatPipeliningPolicy;
-			case SEND_SIDE_MAT_BLOCKING:
-				return sendSideMatBlockingPolicy;
-			case SEND_SIDE_MAT_RECEIVE_SIDE_MAT_BLOCKING:
-				return sendSideMatReceiveSideMatBlockingPolicy;
-			default:
-				return pipeliningPolicy;
-			}
-		} else {
-			// pipelining for other connectors
-			return pipeliningPolicy;
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSink.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSink.java
deleted file mode 100644
index e4fbca5..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSink.java
+++ /dev/null
@@ -1,32 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.jobgen;
-
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSink;
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.RandomPartitioningProperty;
-
-public class HiveDataSink implements IDataSink {
-
-	private Object[] schema;
-
-	private Object fsOperator;
-
-	public HiveDataSink(Object sink, Object[] sourceSchema) {
-		schema = sourceSchema;
-		fsOperator = sink;
-	}
-
-	@Override
-	public Object getId() {
-		return fsOperator;
-	}
-
-	@Override
-	public Object[] getSchemaTypes() {
-		return schema;
-	}
-
-	public IPartitioningProperty getPartitioningProperty() {
-		return new RandomPartitioningProperty(new HiveDomain());
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSource.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSource.java
deleted file mode 100644
index edff056..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSource.java
+++ /dev/null
@@ -1,48 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.jobgen;
-
-import java.util.List;
-
-import org.apache.hadoop.hive.ql.plan.PartitionDesc;
-
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSource;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSourcePropertiesProvider;
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
-
-public class HiveDataSource<P> implements IDataSource<P> {
-
-	private P source;
-
-	private Object[] schema;
-
-	public HiveDataSource(P dataSource, Object[] sourceSchema) {
-		source = dataSource;
-		schema = sourceSchema;
-	}
-
-	@Override
-	public P getId() {
-		return source;
-	}
-
-	@Override
-	public Object[] getSchemaTypes() {
-		return schema;
-	}
-
-	@Override
-	public void computeFDs(List<LogicalVariable> scanVariables,
-			List<FunctionalDependency> fdList) {
-	}
-
-	@Override
-	public IDataSourcePropertiesProvider getPropertiesProvider() {
-		return new HiveDataSourcePartitioningProvider();
-	}
-
-	@Override
-	public String toString() {
-		PartitionDesc desc = (PartitionDesc) source;
-		return desc.getTableName();
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSourcePartitioningProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSourcePartitioningProvider.java
deleted file mode 100644
index 08dd684..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDataSourcePartitioningProvider.java
+++ /dev/null
@@ -1,26 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.jobgen;
-
-import java.util.LinkedList;
-import java.util.List;
-
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSourcePropertiesProvider;
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.RandomPartitioningProperty;
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
-
-public class HiveDataSourcePartitioningProvider implements
-		IDataSourcePropertiesProvider {
-
-	@Override
-	public IPhysicalPropertiesVector computePropertiesVector(
-			List<LogicalVariable> scanVariables) {
-		IPartitioningProperty property = new RandomPartitioningProperty(
-				new HiveDomain());
-		IPhysicalPropertiesVector vector = new StructuralPropertiesVector(
-				property, new LinkedList<ILocalStructuralProperty>());
-		return vector;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDomain.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDomain.java
deleted file mode 100644
index 0af253a..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveDomain.java
+++ /dev/null
@@ -1,17 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.jobgen;
-
-import edu.uci.ics.hyracks.algebricks.core.algebra.properties.INodeDomain;
-
-public class HiveDomain implements INodeDomain {
-
-	@Override
-	public boolean sameAs(INodeDomain domain) {
-		return true;
-	}
-
-	@Override
-	public Integer cardinality() {
-		return 0;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveMetaDataProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveMetaDataProvider.java
deleted file mode 100644
index 5782703..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveMetaDataProvider.java
+++ /dev/null
@@ -1,149 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.jobgen;
-
-import java.util.HashMap;
-import java.util.List;
-
-import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.plan.PartitionDesc;
-
-import edu.uci.ics.hivesterix.logical.expression.HiveFunctionInfo;
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSink;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSource;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
-import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.JobGenContext;
-import edu.uci.ics.hyracks.algebricks.data.IPrinterFactory;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-
-@SuppressWarnings("rawtypes")
-public class HiveMetaDataProvider<S, T> implements IMetadataProvider<S, T> {
-
-	private Operator fileSink;
-	private Schema outputSchema;
-	private HashMap<S, IDataSource<S>> dataSourceMap;
-
-	public HiveMetaDataProvider(Operator fsOp, Schema oi,
-			HashMap<S, IDataSource<S>> map) {
-		fileSink = fsOp;
-		outputSchema = oi;
-		dataSourceMap = map;
-	}
-
-	@Override
-	public IDataSourceIndex<T, S> findDataSourceIndex(T indexId, S dataSourceId)
-			throws AlgebricksException {
-		return null;
-	}
-
-	@Override
-	public IDataSource<S> findDataSource(S id) throws AlgebricksException {
-		return dataSourceMap.get(id);
-	}
-
-	@Override
-	public boolean scannerOperatorIsLeaf(IDataSource<S> dataSource) {
-		return true;
-	}
-
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getScannerRuntime(
-			IDataSource<S> dataSource, List<LogicalVariable> scanVariables,
-			List<LogicalVariable> projectVariables, boolean projectPushed,
-			IOperatorSchema opSchema, IVariableTypeEnvironment typeEnv,
-			JobGenContext context, JobSpecification jobSpec)
-			throws AlgebricksException {
-
-		S desc = dataSource.getId();
-		HiveScanRuntimeGenerator generator = new HiveScanRuntimeGenerator(
-				(PartitionDesc) desc);
-		return generator.getRuntimeOperatorAndConstraint(dataSource,
-				scanVariables, projectVariables, projectPushed, context,
-				jobSpec);
-	}
-
-	@Override
-	public Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> getWriteFileRuntime(
-			IDataSink sink, int[] printColumns,
-			IPrinterFactory[] printerFactories, RecordDescriptor inputDesc) {
-
-		HiveWriteRuntimeGenerator generator = new HiveWriteRuntimeGenerator(
-				(FileSinkOperator) fileSink, outputSchema);
-		return generator.getWriterRuntime(inputDesc);
-	}
-
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getDeleteRuntime(
-			IDataSource<S> arg0, IOperatorSchema arg1,
-			List<LogicalVariable> arg2, LogicalVariable arg3,
-			RecordDescriptor arg4, JobGenContext arg5, JobSpecification arg6)
-			throws AlgebricksException {
-		// TODO Auto-generated method stub
-		return null;
-	}
-
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertRuntime(
-			IDataSource<S> arg0, IOperatorSchema arg1,
-			List<LogicalVariable> arg2, LogicalVariable arg3,
-			RecordDescriptor arg4, JobGenContext arg5, JobSpecification arg6)
-			throws AlgebricksException {
-		// TODO Auto-generated method stub
-		return null;
-	}
-
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getWriteResultRuntime(
-			IDataSource<S> arg0, IOperatorSchema arg1,
-			List<LogicalVariable> arg2, LogicalVariable arg3,
-			JobGenContext arg4, JobSpecification arg5)
-			throws AlgebricksException {
-		// TODO Auto-generated method stub
-		return null;
-	}
-
-	@Override
-	public IFunctionInfo lookupFunction(FunctionIdentifier arg0) {
-		return new HiveFunctionInfo(arg0, null);
-	}
-
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexInsertRuntime(
-			IDataSourceIndex<T, S> dataSource,
-			IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
-			IVariableTypeEnvironment typeEnv,
-			List<LogicalVariable> primaryKeys,
-			List<LogicalVariable> secondaryKeys, ILogicalExpression filterExpr,
-			RecordDescriptor recordDesc, JobGenContext context,
-			JobSpecification spec) throws AlgebricksException {
-		// TODO Auto-generated method stub
-		return null;
-	}
-
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexDeleteRuntime(
-			IDataSourceIndex<T, S> dataSource,
-			IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
-			IVariableTypeEnvironment typeEnv,
-			List<LogicalVariable> primaryKeys,
-			List<LogicalVariable> secondaryKeys, ILogicalExpression filterExpr,
-			RecordDescriptor recordDesc, JobGenContext context,
-			JobSpecification spec) throws AlgebricksException {
-		// TODO Auto-generated method stub
-		return null;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveOperatorSchema.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveOperatorSchema.java
deleted file mode 100644
index 83382f0..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveOperatorSchema.java
+++ /dev/null
@@ -1,84 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.jobgen;
-
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.Iterator;
-import java.util.List;
-import java.util.Map;
-
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
-
-public class HiveOperatorSchema implements IOperatorSchema {
-
-	private final Map<LogicalVariable, Integer> varMap;
-
-	private final List<LogicalVariable> varList;
-
-	public HiveOperatorSchema() {
-		varMap = new HashMap<LogicalVariable, Integer>();
-		varList = new ArrayList<LogicalVariable>();
-	}
-
-	@Override
-	public void addAllVariables(IOperatorSchema source) {
-		for (LogicalVariable v : source) {
-			varMap.put(v, varList.size());
-			varList.add(v);
-		}
-	}
-
-	@Override
-	public void addAllNewVariables(IOperatorSchema source) {
-		for (LogicalVariable v : source) {
-			if (varMap.get(v) == null) {
-				varMap.put(v, varList.size());
-				varList.add(v);
-			}
-		}
-	}
-
-	@Override
-	public int addVariable(LogicalVariable var) {
-		int idx = varList.size();
-		varMap.put(var, idx);
-		varList.add(var);
-		return idx;
-	}
-
-	@Override
-	public void clear() {
-		varMap.clear();
-		varList.clear();
-	}
-
-	@Override
-	public int findVariable(LogicalVariable var) {
-		Integer i = varMap.get(var);
-		if (i == null) {
-			return -1;
-		}
-		return i;
-	}
-
-	@Override
-	public int getSize() {
-		return varList.size();
-	}
-
-	@Override
-	public LogicalVariable getVariable(int index) {
-		return varList.get(index);
-	}
-
-	@Override
-	public Iterator<LogicalVariable> iterator() {
-		return varList.iterator();
-	}
-
-	@Override
-	public String toString() {
-		return varMap.toString();
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveScanRuntimeGenerator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveScanRuntimeGenerator.java
deleted file mode 100644
index 9c8aee4..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveScanRuntimeGenerator.java
+++ /dev/null
@@ -1,117 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.jobgen;
-
-import java.util.List;
-import java.util.Properties;
-
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.ql.plan.PartitionDesc;
-import org.apache.hadoop.mapred.JobConf;
-
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hivesterix.runtime.operator.filescan.HiveFileScanOperatorDescriptor;
-import edu.uci.ics.hivesterix.runtime.operator.filescan.HiveFileSplitProvider;
-import edu.uci.ics.hivesterix.runtime.operator.filescan.HiveTupleParserFactory;
-import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
-import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import edu.uci.ics.hyracks.algebricks.core.algebra.metadata.IDataSource;
-import edu.uci.ics.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
-import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.JobGenContext;
-import edu.uci.ics.hyracks.algebricks.data.ISerializerDeserializerProvider;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.ITupleParserFactory;
-
-@SuppressWarnings({ "rawtypes", "deprecation" })
-public class HiveScanRuntimeGenerator {
-
-	private PartitionDesc fileDesc;
-
-	private transient Path filePath;
-
-	private String filePathName;
-
-	private Properties properties;
-
-	public HiveScanRuntimeGenerator(PartitionDesc path) {
-		fileDesc = path;
-		properties = fileDesc.getProperties();
-
-		String inputPath = (String) properties.getProperty("location");
-
-		if (inputPath.startsWith("file:")) {
-			// Windows
-			String[] strs = inputPath.split(":");
-			filePathName = strs[strs.length - 1];
-		} else {
-			// Linux
-			filePathName = inputPath;
-		}
-
-		filePath = new Path(filePathName);
-	}
-
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getRuntimeOperatorAndConstraint(
-			IDataSource dataSource, List<LogicalVariable> scanVariables,
-			List<LogicalVariable> projectVariables, boolean projectPushed,
-			JobGenContext context, JobSpecification jobSpec)
-			throws AlgebricksException {
-		// get the correct delimiter from Hive metastore or other data
-		// structures
-		IOperatorSchema propagatedSchema = new HiveOperatorSchema();
-
-		List<LogicalVariable> outputVariables = projectPushed ? projectVariables
-				: scanVariables;
-		for (LogicalVariable var : outputVariables)
-			propagatedSchema.addVariable(var);
-
-		int[] outputColumnsOffset = new int[scanVariables.size()];
-		int i = 0;
-		for (LogicalVariable var : scanVariables)
-			if (outputVariables.contains(var)) {
-				int offset = outputVariables.indexOf(var);
-				outputColumnsOffset[i++] = offset;
-			} else
-				outputColumnsOffset[i++] = -1;
-
-		Object[] schemaTypes = dataSource.getSchemaTypes();
-		// get record descriptor
-		RecordDescriptor recDescriptor = mkRecordDescriptor(propagatedSchema,
-				schemaTypes, context);
-
-		// setup the run time operator
-		JobConf conf = ConfUtil.getJobConf(fileDesc.getInputFileFormatClass(),
-				filePath);
-		int clusterSize = ConfUtil.getNCs().length;
-		IFileSplitProvider fsprovider = new HiveFileSplitProvider(conf,
-				filePathName, clusterSize);
-		ITupleParserFactory tupleParserFactory = new HiveTupleParserFactory(
-				fileDesc, conf, outputColumnsOffset);
-		HiveFileScanOperatorDescriptor opDesc = new HiveFileScanOperatorDescriptor(
-				jobSpec, fsprovider, tupleParserFactory, recDescriptor);
-
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				opDesc, opDesc.getPartitionConstraint());
-	}
-
-	private static RecordDescriptor mkRecordDescriptor(
-			IOperatorSchema opSchema, Object[] types, JobGenContext context)
-			throws AlgebricksException {
-		ISerializerDeserializer[] fields = new ISerializerDeserializer[opSchema
-				.getSize()];
-		ISerializerDeserializerProvider sdp = context
-				.getSerializerDeserializerProvider();
-		int size = opSchema.getSize();
-		for (int i = 0; i < size; i++) {
-			Object t = types[i];
-			fields[i] = sdp.getSerializerDeserializer(t);
-			i++;
-		}
-		return new RecordDescriptor(fields);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveWriteRuntimeGenerator.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveWriteRuntimeGenerator.java
deleted file mode 100644
index d372868..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/jobgen/HiveWriteRuntimeGenerator.java
+++ /dev/null
@@ -1,40 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.jobgen;
-
-import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
-import org.apache.hadoop.mapred.JobConf;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hivesterix.runtime.operator.filewrite.HivePushRuntimeFactory;
-import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
-import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-
-@SuppressWarnings("deprecation")
-public class HiveWriteRuntimeGenerator {
-	private FileSinkOperator fileSink;
-
-	private Schema inputSchema;
-
-	public HiveWriteRuntimeGenerator(FileSinkOperator fsOp, Schema oi) {
-		fileSink = fsOp;
-		inputSchema = oi;
-	}
-
-	/**
-	 * get the write runtime
-	 * 
-	 * @param inputDesc
-	 * @return
-	 */
-	public Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> getWriterRuntime(
-			RecordDescriptor inputDesc) {
-		JobConf conf = ConfUtil.getJobConf();
-		IPushRuntimeFactory factory = new HivePushRuntimeFactory(inputDesc,
-				conf, fileSink, inputSchema);
-		Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> pair = new Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint>(
-				factory, null);
-		return pair;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/AbstractHiveFileSplitProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/AbstractHiveFileSplitProvider.java
deleted file mode 100644
index 2f988f8..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/AbstractHiveFileSplitProvider.java
+++ /dev/null
@@ -1,19 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.operator.filescan;
-
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-
-public abstract class AbstractHiveFileSplitProvider implements
-		IFileSplitProvider {
-	private static final long serialVersionUID = 1L;
-
-	@Override
-	public FileSplit[] getFileSplits() {
-		// TODO Auto-generated method stub
-		return null;
-	}
-
-	@SuppressWarnings("deprecation")
-	public abstract org.apache.hadoop.mapred.FileSplit[] getFileSplitArray();
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/AbstractHiveTupleParser.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/AbstractHiveTupleParser.java
deleted file mode 100644
index a8addeb..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/AbstractHiveTupleParser.java
+++ /dev/null
@@ -1,29 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.operator.filescan;
-
-import java.io.InputStream;
-
-import org.apache.hadoop.mapred.FileSplit;
-
-import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.std.file.ITupleParser;
-
-@SuppressWarnings("deprecation")
-public abstract class AbstractHiveTupleParser implements ITupleParser {
-
-	@Override
-	public void parse(InputStream in, IFrameWriter writer)
-			throws HyracksDataException {
-		// empty implementation
-	}
-
-	/**
-	 * method for parsing HDFS file split
-	 * 
-	 * @param split
-	 * @param writer
-	 */
-	abstract public void parse(FileSplit split, IFrameWriter writer)
-			throws HyracksDataException;
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveFileScanOperatorDescriptor.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveFileScanOperatorDescriptor.java
deleted file mode 100644
index d248486..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveFileScanOperatorDescriptor.java
+++ /dev/null
@@ -1,173 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.runtime.operator.filescan;
-
-import java.io.IOException;
-import java.net.InetAddress;
-import java.util.Arrays;
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
-import java.util.Random;
-
-import org.apache.hadoop.mapred.FileSplit;
-
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.ITupleParser;
-import edu.uci.ics.hyracks.dataflow.std.file.ITupleParserFactory;
-
-@SuppressWarnings("deprecation")
-public class HiveFileScanOperatorDescriptor extends
-		AbstractSingleActivityOperatorDescriptor {
-	private static final long serialVersionUID = 1L;
-
-	/**
-	 * tuple parser factory
-	 */
-	private final ITupleParserFactory tupleParserFactory;
-
-	/**
-	 * Hive file split
-	 */
-	private Partition[] parts;
-
-	/**
-	 * IFileSplitProvider
-	 */
-	private IFileSplitProvider fileSplitProvider;
-
-	/**
-	 * constrains in the form of host DNS names
-	 */
-	private String[] constraintsByHostNames;
-
-	/**
-	 * ip-to-node controller mapping
-	 */
-	private Map<String, List<String>> ncMapping;
-
-	/**
-	 * an array of NCs
-	 */
-	private String[] NCs;
-
-	/**
-	 * 
-	 * @param spec
-	 * @param fsProvider
-	 */
-	public HiveFileScanOperatorDescriptor(JobSpecification spec,
-			IFileSplitProvider fsProvider,
-			ITupleParserFactory tupleParserFactory, RecordDescriptor rDesc) {
-		super(spec, 0, 1);
-		this.tupleParserFactory = tupleParserFactory;
-		recordDescriptors[0] = rDesc;
-		fileSplitProvider = fsProvider;
-	}
-
-	/**
-	 * set partition constraint at the first time it is called the number of
-	 * partitions is obtained from HDFS name node
-	 */
-	public AlgebricksAbsolutePartitionConstraint getPartitionConstraint()
-			throws AlgebricksException {
-		FileSplit[] returnedSplits = ((AbstractHiveFileSplitProvider) fileSplitProvider)
-				.getFileSplitArray();
-		Random random = new Random(System.currentTimeMillis());
-		ncMapping = ConfUtil.getNCMapping();
-		NCs = ConfUtil.getNCs();
-
-		int size = 0;
-		for (FileSplit split : returnedSplits)
-			if (split != null)
-				size++;
-
-		FileSplit[] splits = new FileSplit[size];
-		for (int i = 0; i < returnedSplits.length; i++)
-			if (returnedSplits[i] != null)
-				splits[i] = returnedSplits[i];
-
-		System.out.println("!!! number of splits: " + splits.length);
-		constraintsByHostNames = new String[splits.length];
-		for (int i = 0; i < splits.length; i++) {
-			try {
-				String[] loc = splits[i].getLocations();
-				Collections.shuffle(Arrays.asList(loc), random);
-				if (loc.length > 0) {
-					InetAddress[] allIps = InetAddress.getAllByName(loc[0]);
-					for (InetAddress ip : allIps) {
-						if (ncMapping.get(ip.getHostAddress()) != null) {
-							List<String> ncs = ncMapping.get(ip
-									.getHostAddress());
-							int pos = random.nextInt(ncs.size());
-							constraintsByHostNames[i] = ncs.get(pos);
-						} else {
-							int pos = random.nextInt(NCs.length);
-							constraintsByHostNames[i] = NCs[pos];
-						}
-					}
-				} else {
-					int pos = random.nextInt(NCs.length);
-					constraintsByHostNames[i] = NCs[pos];
-					if (splits[i].getLength() > 0)
-						throw new IllegalStateException(
-								"non local scanner non locations!!");
-				}
-			} catch (IOException e) {
-				throw new AlgebricksException(e);
-			}
-		}
-
-		parts = new Partition[splits.length];
-		for (int i = 0; i < splits.length; i++) {
-			parts[i] = new Partition(splits[i]);
-		}
-		return new AlgebricksAbsolutePartitionConstraint(constraintsByHostNames);
-	}
-
-	@Override
-	public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
-			IRecordDescriptorProvider recordDescProvider, int partition,
-			int nPartitions) {
-
-		final ITupleParser tp = tupleParserFactory.createTupleParser(ctx);
-		final int partitionId = partition;
-
-		return new AbstractUnaryOutputSourceOperatorNodePushable() {
-
-			@Override
-			public void initialize() throws HyracksDataException {
-				writer.open();
-				FileSplit split = parts[partitionId].toFileSplit();
-				if (split == null)
-					throw new HyracksDataException("partition " + partitionId
-							+ " is null!");
-				((AbstractHiveTupleParser) tp).parse(split, writer);
-				writer.close();
-			}
-		};
-	}
-}
\ No newline at end of file
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveFileSplitProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveFileSplitProvider.java
deleted file mode 100644
index d92d353..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveFileSplitProvider.java
+++ /dev/null
@@ -1,115 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.operator.filescan;
-
-import java.io.DataInputStream;
-import java.io.DataOutputStream;
-import java.io.File;
-import java.io.FileInputStream;
-import java.io.FileOutputStream;
-import java.io.IOException;
-import java.io.OutputStreamWriter;
-import java.io.PrintWriter;
-import java.util.UUID;
-
-import org.apache.hadoop.mapred.FileSplit;
-import org.apache.hadoop.mapred.InputFormat;
-import org.apache.hadoop.mapred.JobConf;
-import org.eclipse.jetty.util.log.Log;
-
-@SuppressWarnings({ "deprecation", "rawtypes" })
-public class HiveFileSplitProvider extends AbstractHiveFileSplitProvider {
-	private static final long serialVersionUID = 1L;
-
-	private transient InputFormat format;
-	private transient JobConf conf;
-	private String confContent;
-	final private int nPartition;
-	private transient FileSplit[] splits;
-
-	public HiveFileSplitProvider(JobConf conf, String filePath, int nPartition) {
-		format = conf.getInputFormat();
-		this.conf = conf;
-		this.nPartition = nPartition;
-		writeConfContent();
-	}
-
-	private void writeConfContent() {
-		File dir = new File("hadoop-conf-tmp");
-		if (!dir.exists()) {
-			dir.mkdir();
-		}
-
-		String fileName = "hadoop-conf-tmp/" + UUID.randomUUID()
-				+ System.currentTimeMillis() + ".xml";
-		try {
-			DataOutputStream out = new DataOutputStream(new FileOutputStream(
-					new File(fileName)));
-			conf.writeXml(out);
-			out.close();
-
-			DataInputStream in = new DataInputStream(new FileInputStream(
-					fileName));
-			StringBuffer buffer = new StringBuffer();
-			String line;
-			while ((line = in.readLine()) != null) {
-				buffer.append(line + "\n");
-			}
-			in.close();
-			confContent = buffer.toString();
-		} catch (Exception e) {
-			e.printStackTrace();
-		}
-	}
-
-	private void readConfContent() {
-		File dir = new File("hadoop-conf-tmp");
-		if (!dir.exists()) {
-			dir.mkdir();
-		}
-
-		String fileName = "hadoop-conf-tmp/" + UUID.randomUUID()
-				+ System.currentTimeMillis() + ".xml";
-		try {
-			PrintWriter out = new PrintWriter((new OutputStreamWriter(
-					new FileOutputStream(new File(fileName)))));
-			out.write(confContent);
-			out.close();
-			conf = new JobConf(fileName);
-		} catch (Exception e) {
-			e.printStackTrace();
-		}
-	}
-
-	@Override
-	/**
-	 * get the HDFS file split
-	 */
-	public FileSplit[] getFileSplitArray() {
-		readConfContent();
-		conf.setClassLoader(this.getClass().getClassLoader());
-		format = conf.getInputFormat();
-		// int splitSize = conf.getInt("mapred.min.split.size", 0);
-
-		if (splits == null) {
-			try {
-				splits = (org.apache.hadoop.mapred.FileSplit[]) format
-						.getSplits(conf, nPartition);
-				System.out.println("hdfs split number: " + splits.length);
-			} catch (IOException e) {
-				String inputPath = conf.get("mapred.input.dir");
-				String hdfsURL = conf.get("fs.default.name");
-				String alternatePath = inputPath.replaceAll(hdfsURL, "file:");
-				conf.set("mapred.input.dir", alternatePath);
-				try {
-					splits = (org.apache.hadoop.mapred.FileSplit[]) format
-							.getSplits(conf, nPartition);
-					System.out.println("hdfs split number: " + splits.length);
-				} catch (IOException e1) {
-					e1.printStackTrace();
-					Log.debug(e1.getMessage());
-					return null;
-				}
-			}
-		}
-		return splits;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveTupleParser.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveTupleParser.java
deleted file mode 100644
index 7681bd1..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveTupleParser.java
+++ /dev/null
@@ -1,233 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.operator.filescan;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.nio.ByteBuffer;
-import java.util.List;
-import java.util.Properties;
-
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.SerDeException;
-import org.apache.hadoop.hive.serde2.lazy.objectinspector.LazySimpleStructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-import org.apache.hadoop.io.BytesWritable;
-import org.apache.hadoop.io.Text;
-import org.apache.hadoop.io.Writable;
-import org.apache.hadoop.mapred.FileSplit;
-import org.apache.hadoop.mapred.InputFormat;
-import org.apache.hadoop.mapred.JobConf;
-import org.apache.hadoop.mapred.RecordReader;
-import org.apache.hadoop.mapred.Reporter;
-import org.apache.hadoop.util.ReflectionUtils;
-
-import edu.uci.ics.hivesterix.serde.parser.IHiveParser;
-import edu.uci.ics.hivesterix.serde.parser.TextToBinaryTupleParser;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
-import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
-
-@SuppressWarnings({ "rawtypes", "deprecation", "unchecked" })
-public class HiveTupleParser extends AbstractHiveTupleParser {
-
-	private int[] outputColumnsOffset;
-	/**
-	 * class of input format
-	 */
-	private InputFormat inputFormat;
-
-	/**
-	 * serialization/deserialization object
-	 */
-	private SerDe serDe;
-
-	/**
-	 * the input row object inspector
-	 */
-	private ObjectInspector objectInspector;
-
-	/**
-	 * the hadoop job conf
-	 */
-	private JobConf job;
-
-	/**
-	 * Hyrax context to control resource allocation
-	 */
-	private final IHyracksTaskContext ctx;
-
-	/**
-	 * lazy serde: format flow in between operators
-	 */
-	private final SerDe outputSerDe;
-
-	/**
-	 * the parser from hive data to binary data
-	 */
-	private IHiveParser parser = null;
-
-	/**
-	 * parser for any hive input format
-	 * 
-	 * @param inputFormatClass
-	 * @param serDeClass
-	 * @param tbl
-	 * @param conf
-	 * @throws AlgebricksException
-	 */
-	public HiveTupleParser(String inputFormatClass, String serDeClass,
-			String outputSerDeClass, Properties tbl, JobConf conf,
-			final IHyracksTaskContext ctx, int[] outputColumnsOffset)
-			throws AlgebricksException {
-		try {
-			conf.setClassLoader(this.getClass().getClassLoader());
-
-			inputFormat = (InputFormat) ReflectionUtils.newInstance(
-					Class.forName(inputFormatClass), conf);
-			job = conf;
-
-			// initialize the input serde
-			serDe = (SerDe) ReflectionUtils.newInstance(
-					Class.forName(serDeClass), job);
-			serDe.initialize(job, tbl);
-
-			// initialize the output serde
-			outputSerDe = (SerDe) ReflectionUtils.newInstance(
-					Class.forName(outputSerDeClass), job);
-			outputSerDe.initialize(job, tbl);
-
-			// object inspector of the row
-			objectInspector = serDe.getObjectInspector();
-
-			// hyracks context
-			this.ctx = ctx;
-			this.outputColumnsOffset = outputColumnsOffset;
-
-			if (objectInspector instanceof LazySimpleStructObjectInspector) {
-				LazySimpleStructObjectInspector rowInspector = (LazySimpleStructObjectInspector) objectInspector;
-				List<? extends StructField> fieldRefs = rowInspector
-						.getAllStructFieldRefs();
-				boolean lightWeightParsable = true;
-				for (StructField fieldRef : fieldRefs) {
-					Category category = fieldRef.getFieldObjectInspector()
-							.getCategory();
-					if (!(category == Category.PRIMITIVE)) {
-						lightWeightParsable = false;
-						break;
-					}
-				}
-				if (lightWeightParsable)
-					parser = new TextToBinaryTupleParser(
-							this.outputColumnsOffset, this.objectInspector);
-			}
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
-	}
-
-	/**
-	 * parse a input HDFS file split, the result is send to the writer
-	 * one-frame-a-time
-	 * 
-	 * @param split
-	 *            the HDFS file split
-	 * @param writer
-	 *            the writer
-	 * @throws HyracksDataException
-	 *             if there is sth. wrong in the ser/de
-	 */
-	@Override
-	public void parse(FileSplit split, IFrameWriter writer)
-			throws HyracksDataException {
-		try {
-			StructObjectInspector structInspector = (StructObjectInspector) objectInspector;
-
-			// create the reader, key, and value
-			RecordReader reader = inputFormat.getRecordReader(split, job,
-					Reporter.NULL);
-			Object key = reader.createKey();
-			Object value = reader.createValue();
-
-			// allocate a new frame
-			ByteBuffer frame = ctx.allocateFrame();
-			FrameTupleAppender appender = new FrameTupleAppender(
-					ctx.getFrameSize());
-			appender.reset(frame, true);
-
-			List<? extends StructField> fieldRefs = structInspector
-					.getAllStructFieldRefs();
-			int size = 0;
-			for (int i = 0; i < outputColumnsOffset.length; i++)
-				if (outputColumnsOffset[i] >= 0)
-					size++;
-
-			ArrayTupleBuilder tb = new ArrayTupleBuilder(size);
-			DataOutput dos = tb.getDataOutput();
-			StructField[] outputFieldRefs = new StructField[size];
-			Object[] outputFields = new Object[size];
-			for (int i = 0; i < outputColumnsOffset.length; i++)
-				if (outputColumnsOffset[i] >= 0)
-					outputFieldRefs[outputColumnsOffset[i]] = fieldRefs.get(i);
-
-			while (reader.next(key, value)) {
-				// reuse the tuple builder
-				tb.reset();
-				if (parser != null) {
-					Text text = (Text) value;
-					parser.parse(text.getBytes(), 0, text.getLength(), tb);
-				} else {
-					Object row = serDe.deserialize((Writable) value);
-					// write fields to the tuple builder one by one
-					int i = 0;
-					for (StructField fieldRef : fieldRefs) {
-						if (outputColumnsOffset[i] >= 0)
-							outputFields[outputColumnsOffset[i]] = structInspector
-									.getStructFieldData(row, fieldRef);
-						i++;
-					}
-
-					i = 0;
-					for (Object field : outputFields) {
-						BytesWritable fieldWritable = (BytesWritable) outputSerDe
-								.serialize(field, outputFieldRefs[i]
-										.getFieldObjectInspector());
-						dos.write(fieldWritable.getBytes(), 0,
-								fieldWritable.getSize());
-						tb.addFieldEndOffset();
-						i++;
-					}
-				}
-
-				if (!appender.append(tb.getFieldEndOffsets(),
-						tb.getByteArray(), 0, tb.getSize())) {
-					if (appender.getTupleCount() <= 0)
-						throw new IllegalStateException(
-								"zero tuples in a frame!");
-					FrameUtils.flushFrame(frame, writer);
-					appender.reset(frame, true);
-					if (!appender.append(tb.getFieldEndOffsets(),
-							tb.getByteArray(), 0, tb.getSize())) {
-						throw new IllegalStateException();
-					}
-				}
-			}
-			reader.close();
-			System.gc();
-
-			// flush the last frame
-			if (appender.getTupleCount() > 0) {
-				FrameUtils.flushFrame(frame, writer);
-			}
-		} catch (IOException e) {
-			throw new HyracksDataException(e);
-		} catch (SerDeException e) {
-			throw new HyracksDataException(e);
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveTupleParserFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveTupleParserFactory.java
deleted file mode 100644
index 69aa881..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/HiveTupleParserFactory.java
+++ /dev/null
@@ -1,111 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.operator.filescan;
-
-import java.io.DataInputStream;
-import java.io.DataOutputStream;
-import java.io.File;
-import java.io.FileInputStream;
-import java.io.FileOutputStream;
-import java.io.OutputStreamWriter;
-import java.io.PrintWriter;
-import java.util.Properties;
-import java.util.UUID;
-
-import org.apache.hadoop.hive.ql.plan.PartitionDesc;
-import org.apache.hadoop.mapred.JobConf;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.dataflow.std.file.ITupleParser;
-import edu.uci.ics.hyracks.dataflow.std.file.ITupleParserFactory;
-
-@SuppressWarnings("deprecation")
-public class HiveTupleParserFactory implements ITupleParserFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	private int[] outputColumns;
-
-	private String outputSerDeClass = LazySerDe.class.getName();
-
-	private String inputSerDeClass;
-
-	private transient JobConf conf;
-
-	private Properties tbl;
-
-	private String confContent;
-
-	private String inputFormatClass;
-
-	public HiveTupleParserFactory(PartitionDesc desc, JobConf conf,
-			int[] outputColumns) {
-		this.conf = conf;
-		tbl = desc.getProperties();
-		inputFormatClass = (String) tbl.getProperty("file.inputformat");
-		inputSerDeClass = (String) tbl.getProperty("serialization.lib");
-		this.outputColumns = outputColumns;
-
-		writeConfContent();
-	}
-
-	@Override
-	public ITupleParser createTupleParser(IHyracksTaskContext ctx) {
-		readConfContent();
-		try {
-			return new HiveTupleParser(inputFormatClass, inputSerDeClass,
-					outputSerDeClass, tbl, conf, ctx, outputColumns);
-		} catch (Exception e) {
-			e.printStackTrace();
-			return null;
-		}
-	}
-
-	private void writeConfContent() {
-		File dir = new File("hadoop-conf-tmp");
-		if (!dir.exists()) {
-			dir.mkdir();
-		}
-
-		String fileName = "hadoop-conf-tmp/" + UUID.randomUUID()
-				+ System.currentTimeMillis() + ".xml";
-		try {
-			DataOutputStream out = new DataOutputStream(new FileOutputStream(
-					new File(fileName)));
-			conf.writeXml(out);
-			out.close();
-
-			DataInputStream in = new DataInputStream(new FileInputStream(
-					fileName));
-			StringBuffer buffer = new StringBuffer();
-			String line;
-			while ((line = in.readLine()) != null) {
-				buffer.append(line + "\n");
-			}
-			in.close();
-			confContent = buffer.toString();
-		} catch (Exception e) {
-			e.printStackTrace();
-		}
-	}
-
-	private void readConfContent() {
-		File dir = new File("hadoop-conf-tmp");
-		if (!dir.exists()) {
-			dir.mkdir();
-		}
-
-		String fileName = "hadoop-conf-tmp/" + UUID.randomUUID()
-				+ System.currentTimeMillis() + ".xml";
-		try {
-			PrintWriter out = new PrintWriter((new OutputStreamWriter(
-					new FileOutputStream(new File(fileName)))));
-			out.write(confContent);
-			out.close();
-
-			conf = new JobConf(fileName);
-		} catch (Exception e) {
-			e.printStackTrace();
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/Partition.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/Partition.java
deleted file mode 100644
index 1b3dcf2..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filescan/Partition.java
+++ /dev/null
@@ -1,35 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.operator.filescan;
-
-import java.io.IOException;
-import java.io.Serializable;
-
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.mapred.FileSplit;
-
-@SuppressWarnings("deprecation")
-public class Partition implements Serializable {
-	private static final long serialVersionUID = 1L;
-
-	private String uri;
-	private long offset;
-	private long length;
-	private String[] locations;
-
-	public Partition() {
-	}
-
-	public Partition(FileSplit file) {
-		uri = file.getPath().toUri().toString();
-		offset = file.getStart();
-		length = file.getLength();
-		try {
-			locations = file.getLocations();
-		} catch (IOException e) {
-			throw new IllegalStateException(e);
-		}
-	}
-
-	public FileSplit toFileSplit() {
-		return new FileSplit(new Path(uri), offset, length, locations);
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HiveFileWritePushRuntime.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HiveFileWritePushRuntime.java
deleted file mode 100644
index 05e79ea..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HiveFileWritePushRuntime.java
+++ /dev/null
@@ -1,153 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.operator.filewrite;
-
-import java.nio.ByteBuffer;
-
-import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
-import org.apache.hadoop.hive.ql.exec.OperatorFactory;
-import org.apache.hadoop.hive.ql.exec.RowSchema;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.plan.FileSinkDesc;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.mapred.JobConf;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hivesterix.serde.lazy.LazyColumnar;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyColumnarObjectInspector;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntime;
-import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
-
-@SuppressWarnings("deprecation")
-public class HiveFileWritePushRuntime implements IPushRuntime {
-
-	/**
-	 * frame tuple accessor to access byte buffer
-	 */
-	private final FrameTupleAccessor accessor;
-
-	/**
-	 * input object inspector
-	 */
-	private final ObjectInspector inputInspector;
-
-	/**
-	 * cachedInput
-	 */
-	private final LazyColumnar cachedInput;
-
-	/**
-	 * File sink operator of Hive
-	 */
-	private final FileSinkDesc fileSink;
-
-	/**
-	 * job configuration, which contain name node and other configuration
-	 * information
-	 */
-	private JobConf conf;
-
-	/**
-	 * input object inspector
-	 */
-	private final Schema inputSchema;
-
-	/**
-	 * a copy of hive schema representation
-	 */
-	private RowSchema rowSchema;
-
-	/**
-	 * the Hive file sink operator
-	 */
-	private FileSinkOperator fsOp;
-
-	/**
-	 * cached tuple object reference
-	 */
-	private FrameTupleReference tuple = new FrameTupleReference();
-
-	/**
-	 * @param spec
-	 * @param fsProvider
-	 */
-	public HiveFileWritePushRuntime(IHyracksTaskContext context,
-			RecordDescriptor inputRecordDesc, JobConf job, FileSinkDesc fs,
-			RowSchema schema, Schema oi) {
-		fileSink = fs;
-		fileSink.setGatherStats(false);
-
-		rowSchema = schema;
-		conf = job;
-		inputSchema = oi;
-
-		accessor = new FrameTupleAccessor(context.getFrameSize(),
-				inputRecordDesc);
-		inputInspector = inputSchema.toObjectInspector();
-		cachedInput = new LazyColumnar(
-				(LazyColumnarObjectInspector) inputInspector);
-	}
-
-	@Override
-	public void open() throws HyracksDataException {
-		fsOp = (FileSinkOperator) OperatorFactory.get(fileSink, rowSchema);
-		fsOp.setChildOperators(null);
-		fsOp.setParentOperators(null);
-		conf.setClassLoader(this.getClass().getClassLoader());
-
-		ObjectInspector[] inspectors = new ObjectInspector[1];
-		inspectors[0] = inputInspector;
-		try {
-			fsOp.initialize(conf, inspectors);
-			fsOp.setExecContext(null);
-		} catch (Exception e) {
-			e.printStackTrace();
-		}
-	}
-
-	@Override
-	public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-		accessor.reset(buffer);
-		int n = accessor.getTupleCount();
-		try {
-			for (int i = 0; i < n; ++i) {
-				tuple.reset(accessor, i);
-				cachedInput.init(tuple);
-				fsOp.process(cachedInput, 0);
-			}
-		} catch (HiveException e) {
-			throw new HyracksDataException(e);
-		}
-	}
-
-	@Override
-	public void close() throws HyracksDataException {
-		try {
-			Thread.currentThread().setContextClassLoader(
-					this.getClass().getClassLoader());
-			fsOp.closeOp(false);
-		} catch (HiveException e) {
-			throw new HyracksDataException(e);
-		}
-	}
-
-	@Override
-	public void setFrameWriter(int index, IFrameWriter writer,
-			RecordDescriptor recordDesc) {
-		throw new IllegalStateException();
-	}
-
-	@Override
-	public void setInputRecordDescriptor(int index,
-			RecordDescriptor recordDescriptor) {
-	}
-
-	@Override
-	public void fail() throws HyracksDataException {
-
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HivePushRuntimeFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HivePushRuntimeFactory.java
deleted file mode 100644
index 43e90fa..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/operator/filewrite/HivePushRuntimeFactory.java
+++ /dev/null
@@ -1,113 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.operator.filewrite;
-
-import java.io.DataInputStream;
-import java.io.DataOutputStream;
-import java.io.File;
-import java.io.FileInputStream;
-import java.io.FileOutputStream;
-import java.io.OutputStreamWriter;
-import java.io.PrintWriter;
-import java.util.UUID;
-
-import org.apache.hadoop.hive.ql.exec.FileSinkOperator;
-import org.apache.hadoop.hive.ql.exec.RowSchema;
-import org.apache.hadoop.hive.ql.plan.FileSinkDesc;
-import org.apache.hadoop.mapred.JobConf;
-
-import edu.uci.ics.hivesterix.logical.expression.Schema;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntime;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-
-@SuppressWarnings("deprecation")
-public class HivePushRuntimeFactory implements IPushRuntimeFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	private final RecordDescriptor inputRecordDesc;
-	private transient JobConf conf;
-	private final FileSinkDesc fileSink;
-	private final RowSchema outSchema;
-	private final Schema schema;
-
-	/**
-	 * the content of the configuration
-	 */
-	private String confContent;
-
-	public HivePushRuntimeFactory(RecordDescriptor inputRecordDesc,
-			JobConf conf, FileSinkOperator fsp, Schema sch) {
-		this.inputRecordDesc = inputRecordDesc;
-		this.conf = conf;
-		this.fileSink = fsp.getConf();
-		outSchema = fsp.getSchema();
-		this.schema = sch;
-
-		writeConfContent();
-	}
-
-	@Override
-	public String toString() {
-		return "file write";
-	}
-
-	@Override
-	public IPushRuntime createPushRuntime(IHyracksTaskContext context)
-			throws AlgebricksException {
-		if (conf == null)
-			readConfContent();
-
-		return new HiveFileWritePushRuntime(context, inputRecordDesc, conf,
-				fileSink, outSchema, schema);
-	}
-
-	private void readConfContent() {
-		File dir = new File("hadoop-conf-tmp");
-		if (!dir.exists()) {
-			dir.mkdir();
-		}
-
-		String fileName = "hadoop-conf-tmp/" + UUID.randomUUID()
-				+ System.currentTimeMillis() + ".xml";
-		try {
-			PrintWriter out = new PrintWriter((new OutputStreamWriter(
-					new FileOutputStream(new File(fileName)))));
-			out.write(confContent);
-			out.close();
-			conf = new JobConf(fileName);
-		} catch (Exception e) {
-			e.printStackTrace();
-		}
-	}
-
-	private void writeConfContent() {
-		File dir = new File("hadoop-conf-tmp");
-		if (!dir.exists()) {
-			dir.mkdir();
-		}
-
-		String fileName = "hadoop-conf-tmp/" + UUID.randomUUID()
-				+ System.currentTimeMillis() + ".xml";
-		try {
-			DataOutputStream out = new DataOutputStream(new FileOutputStream(
-					new File(fileName)));
-			conf.writeXml(out);
-			out.close();
-
-			DataInputStream in = new DataInputStream(new FileInputStream(
-					fileName));
-			StringBuffer buffer = new StringBuffer();
-			String line;
-			while ((line = in.readLine()) != null) {
-				buffer.append(line + "\n");
-			}
-			in.close();
-			confContent = buffer.toString();
-		} catch (Exception e) {
-			e.printStackTrace();
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryComparatorFactoryProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryComparatorFactoryProvider.java
deleted file mode 100644
index 5a2e98c..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryComparatorFactoryProvider.java
+++ /dev/null
@@ -1,77 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.provider;
-
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveByteBinaryAscComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveByteBinaryDescComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveDoubleBinaryAscComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveDoubleBinaryDescComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveFloatBinaryAscComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveFloatBinaryDescComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveIntegerBinaryAscComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveIntegerBinaryDescComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveLongBinaryAscComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveLongBinaryDescComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveShortBinaryAscComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveShortBinaryDescComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveStringBinaryAscComparatorFactory;
-import edu.uci.ics.hivesterix.runtime.factory.comparator.HiveStringBinaryDescComparatorFactory;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.NotImplementedException;
-import edu.uci.ics.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-
-public class HiveBinaryComparatorFactoryProvider implements
-		IBinaryComparatorFactoryProvider {
-
-	public static final HiveBinaryComparatorFactoryProvider INSTANCE = new HiveBinaryComparatorFactoryProvider();
-
-	private HiveBinaryComparatorFactoryProvider() {
-	}
-
-	@Override
-	public IBinaryComparatorFactory getBinaryComparatorFactory(Object type,
-			boolean ascending) throws AlgebricksException {
-		if (type.equals(TypeInfoFactory.intTypeInfo)) {
-			if (ascending)
-				return HiveIntegerBinaryAscComparatorFactory.INSTANCE;
-			else
-				return HiveIntegerBinaryDescComparatorFactory.INSTANCE;
-
-		} else if (type.equals(TypeInfoFactory.longTypeInfo)) {
-			if (ascending)
-				return HiveLongBinaryAscComparatorFactory.INSTANCE;
-			else
-				return HiveLongBinaryDescComparatorFactory.INSTANCE;
-
-		} else if (type.equals(TypeInfoFactory.floatTypeInfo)) {
-			if (ascending)
-				return HiveFloatBinaryAscComparatorFactory.INSTANCE;
-			else
-				return HiveFloatBinaryDescComparatorFactory.INSTANCE;
-
-		} else if (type.equals(TypeInfoFactory.doubleTypeInfo)) {
-			if (ascending)
-				return HiveDoubleBinaryAscComparatorFactory.INSTANCE;
-			else
-				return HiveDoubleBinaryDescComparatorFactory.INSTANCE;
-		} else if (type.equals(TypeInfoFactory.shortTypeInfo)) {
-			if (ascending)
-				return HiveShortBinaryAscComparatorFactory.INSTANCE;
-			else
-				return HiveShortBinaryDescComparatorFactory.INSTANCE;
-		} else if (type.equals(TypeInfoFactory.stringTypeInfo)) {
-			if (ascending)
-				return HiveStringBinaryAscComparatorFactory.INSTANCE;
-			else
-				return HiveStringBinaryDescComparatorFactory.INSTANCE;
-		} else if (type.equals(TypeInfoFactory.byteTypeInfo)
-				|| type.equals(TypeInfoFactory.booleanTypeInfo)) {
-			if (ascending)
-				return HiveByteBinaryAscComparatorFactory.INSTANCE;
-			else
-				return HiveByteBinaryDescComparatorFactory.INSTANCE;
-		} else
-			throw new NotImplementedException();
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFactoryProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFactoryProvider.java
deleted file mode 100644
index 371d45b..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveBinaryHashFunctionFactoryProvider.java
+++ /dev/null
@@ -1,37 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.provider;
-
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveDoubleBinaryHashFunctionFactory;
-import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveIntegerBinaryHashFunctionFactory;
-import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveLongBinaryHashFunctionFactory;
-import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveRawBinaryHashFunctionFactory;
-import edu.uci.ics.hivesterix.runtime.factory.hashfunction.HiveStingBinaryHashFunctionFactory;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.data.IBinaryHashFunctionFactoryProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
-
-public class HiveBinaryHashFunctionFactoryProvider implements
-		IBinaryHashFunctionFactoryProvider {
-
-	public static final HiveBinaryHashFunctionFactoryProvider INSTANCE = new HiveBinaryHashFunctionFactoryProvider();
-
-	private HiveBinaryHashFunctionFactoryProvider() {
-	}
-
-	@Override
-	public IBinaryHashFunctionFactory getBinaryHashFunctionFactory(Object type)
-			throws AlgebricksException {
-		if (type.equals(TypeInfoFactory.intTypeInfo)) {
-			return HiveIntegerBinaryHashFunctionFactory.INSTANCE;
-		} else if (type.equals(TypeInfoFactory.longTypeInfo)) {
-			return HiveLongBinaryHashFunctionFactory.INSTANCE;
-		} else if (type.equals(TypeInfoFactory.stringTypeInfo)) {
-			return HiveStingBinaryHashFunctionFactory.INSTANCE;
-		} else if (type.equals(TypeInfoFactory.doubleTypeInfo)) {
-			return HiveDoubleBinaryHashFunctionFactory.INSTANCE;
-		} else {
-			return HiveRawBinaryHashFunctionFactory.INSTANCE;
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveNormalizedKeyComputerFactoryProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveNormalizedKeyComputerFactoryProvider.java
deleted file mode 100644
index 9e3a8ae..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveNormalizedKeyComputerFactoryProvider.java
+++ /dev/null
@@ -1,53 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.provider;
-
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveDoubleAscNormalizedKeyComputerFactory;
-import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveDoubleDescNormalizedKeyComputerFactory;
-import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveIntegerAscNormalizedKeyComputerFactory;
-import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveIntegerDescNormalizedKeyComputerFactory;
-import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveLongAscNormalizedKeyComputerFactory;
-import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveLongDescNormalizedKeyComputerFactory;
-import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveStringAscNormalizedKeyComputerFactory;
-import edu.uci.ics.hivesterix.runtime.factory.normalize.HiveStringDescNormalizedKeyComputerFactory;
-import edu.uci.ics.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
-
-public class HiveNormalizedKeyComputerFactoryProvider implements
-		INormalizedKeyComputerFactoryProvider {
-
-	public static final HiveNormalizedKeyComputerFactoryProvider INSTANCE = new HiveNormalizedKeyComputerFactoryProvider();
-
-	private HiveNormalizedKeyComputerFactoryProvider() {
-	}
-
-	@Override
-	public INormalizedKeyComputerFactory getNormalizedKeyComputerFactory(
-			Object type, boolean ascending) {
-		if (ascending) {
-			if (type.equals(TypeInfoFactory.stringTypeInfo)) {
-				return new HiveStringAscNormalizedKeyComputerFactory();
-			} else if (type.equals(TypeInfoFactory.intTypeInfo)) {
-				return new HiveIntegerAscNormalizedKeyComputerFactory();
-			} else if (type.equals(TypeInfoFactory.longTypeInfo)) {
-				return new HiveLongAscNormalizedKeyComputerFactory();
-			} else if (type.equals(TypeInfoFactory.doubleTypeInfo)) {
-				return new HiveDoubleAscNormalizedKeyComputerFactory();
-			} else {
-				return null;
-			}
-		} else {
-			if (type.equals(TypeInfoFactory.stringTypeInfo)) {
-				return new HiveStringDescNormalizedKeyComputerFactory();
-			} else if (type.equals(TypeInfoFactory.intTypeInfo)) {
-				return new HiveIntegerDescNormalizedKeyComputerFactory();
-			} else if (type.equals(TypeInfoFactory.longTypeInfo)) {
-				return new HiveLongDescNormalizedKeyComputerFactory();
-			} else if (type.equals(TypeInfoFactory.doubleTypeInfo)) {
-				return new HiveDoubleDescNormalizedKeyComputerFactory();
-			} else {
-				return null;
-			}
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HivePrinterFactoryProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HivePrinterFactoryProvider.java
deleted file mode 100644
index bebb457..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HivePrinterFactoryProvider.java
+++ /dev/null
@@ -1,17 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.provider;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.data.IPrinterFactory;
-import edu.uci.ics.hyracks.algebricks.data.IPrinterFactoryProvider;
-
-public class HivePrinterFactoryProvider implements IPrinterFactoryProvider {
-
-	public static IPrinterFactoryProvider INSTANCE = new HivePrinterFactoryProvider();
-
-	@Override
-	public IPrinterFactory getPrinterFactory(Object type)
-			throws AlgebricksException {
-		return null;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveSerializerDeserializerProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveSerializerDeserializerProvider.java
deleted file mode 100644
index 7938de8..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveSerializerDeserializerProvider.java
+++ /dev/null
@@ -1,23 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.provider;
-
-import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
-import edu.uci.ics.hyracks.algebricks.data.ISerializerDeserializerProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-
-public class HiveSerializerDeserializerProvider implements
-		ISerializerDeserializerProvider {
-
-	public static final HiveSerializerDeserializerProvider INSTANCE = new HiveSerializerDeserializerProvider();
-
-	private HiveSerializerDeserializerProvider() {
-	}
-
-	@SuppressWarnings("rawtypes")
-	@Override
-	public ISerializerDeserializer getSerializerDeserializer(Object type)
-			throws AlgebricksException {
-		// return ARecordSerializerDeserializer.SCHEMALESS_INSTANCE;
-		return null;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveTypeTraitProvider.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveTypeTraitProvider.java
deleted file mode 100644
index 2059128..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/runtime/provider/HiveTypeTraitProvider.java
+++ /dev/null
@@ -1,33 +0,0 @@
-package edu.uci.ics.hivesterix.runtime.provider;
-
-import java.io.Serializable;
-
-import edu.uci.ics.hyracks.algebricks.data.ITypeTraitProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-
-public class HiveTypeTraitProvider implements ITypeTraitProvider, Serializable {
-	private static final long serialVersionUID = 1L;
-	public static HiveTypeTraitProvider INSTANCE = new HiveTypeTraitProvider();
-
-	private HiveTypeTraitProvider() {
-
-	}
-
-	@Override
-	public ITypeTraits getTypeTrait(Object arg0) {
-		return new ITypeTraits() {
-			private static final long serialVersionUID = 1L;
-
-			@Override
-			public int getFixedLength() {
-				return -1;
-			}
-
-			@Override
-			public boolean isFixedLength() {
-				return false;
-			}
-
-		};
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/ByteArrayRef.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/ByteArrayRef.java
deleted file mode 100644
index 673416d..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/ByteArrayRef.java
+++ /dev/null
@@ -1,42 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-/**
- * ByteArrayRef stores a reference to a byte array.
- * 
- * The LazyObject hierarchy uses a reference to a single ByteArrayRef, so that
- * it's much faster to switch to the next row and release the reference to the
- * old row (so that the system can do garbage collection if needed).
- */
-public class ByteArrayRef {
-
-	/**
-	 * Stores the actual data.
-	 */
-	byte[] data;
-
-	public byte[] getData() {
-		return data;
-	}
-
-	public void setData(byte[] data) {
-		this.data = data;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyArray.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyArray.java
deleted file mode 100644
index 821c03d..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyArray.java
+++ /dev/null
@@ -1,236 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.List;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ListObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.RecordInfo;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyListObjectInspector;
-
-/**
- * LazyArray is serialized as follows: start A b b b b b b end bytes[] ->
- * |--------|---|---|---|---| ... |---|---|
- * 
- * Section A is the null-bytes. Suppose the list has N elements, then there are
- * (N+7)/8 bytes used as null-bytes. Each bit corresponds to an element and it
- * indicates whether that element is null (0) or not null (1).
- * 
- * After A, all b(s) represent the elements of the list. Each of them is again a
- * LazyObject.
- * 
- */
-
-public class LazyArray extends LazyNonPrimitive<LazyListObjectInspector> {
-
-	/**
-	 * Whether the data is already parsed or not.
-	 */
-	boolean parsed = false;
-	/**
-	 * The length of the array. Only valid when the data is parsed.
-	 */
-	int arraySize = 0;
-
-	/**
-	 * The start positions and lengths of array elements. Only valid when the
-	 * data is parsed.
-	 */
-	int[] elementStart;
-	int[] elementLength;
-
-	/**
-	 * Whether an element is initialized or not.
-	 */
-	boolean[] elementInited;
-
-	/**
-	 * Whether an element is null or not. Because length is 0 does not means the
-	 * field is null. In particular, a 0-length string is not null.
-	 */
-	boolean[] elementIsNull;
-
-	/**
-	 * The elements of the array. Note that we call arrayElements[i].init(bytes,
-	 * begin, length) only when that element is accessed.
-	 */
-	@SuppressWarnings("rawtypes")
-	LazyObject[] arrayElements;
-
-	/**
-	 * Construct a LazyArray object with the ObjectInspector.
-	 * 
-	 * @param oi
-	 *            the oi representing the type of this LazyArray
-	 */
-	protected LazyArray(LazyListObjectInspector oi) {
-		super(oi);
-	}
-
-	/**
-	 * Set the row data for this LazyArray.
-	 * 
-	 * @see LazyObject#init(ByteArrayRef, int, int)
-	 */
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		super.init(bytes, start, length);
-		parsed = false;
-	}
-
-	/**
-	 * Enlarge the size of arrays storing information for the elements inside
-	 * the array.
-	 */
-	private void adjustArraySize(int newSize) {
-		if (elementStart == null || elementStart.length < newSize) {
-			elementStart = new int[newSize];
-			elementLength = new int[newSize];
-			elementInited = new boolean[newSize];
-			elementIsNull = new boolean[newSize];
-			arrayElements = new LazyObject[newSize];
-		}
-	}
-
-	VInt vInt = new LazyUtils.VInt();
-	RecordInfo recordInfo = new LazyUtils.RecordInfo();
-
-	/**
-	 * Parse the bytes and fill elementStart, elementLength, elementInited and
-	 * elementIsNull.
-	 */
-	private void parse() {
-
-		// get the vlong that represents the map size
-		LazyUtils.readVInt(bytes, start, vInt);
-		arraySize = vInt.value;
-		if (0 == arraySize) {
-			parsed = true;
-			return;
-		}
-
-		// adjust arrays
-		adjustArraySize(arraySize);
-		// find out the null-bytes
-		int arryByteStart = start + vInt.length;
-		int nullByteCur = arryByteStart;
-		int nullByteEnd = arryByteStart + (arraySize + 7) / 8;
-		// the begin the real elements
-		int lastElementByteEnd = nullByteEnd;
-		// the list element object inspector
-		ObjectInspector listEleObjectInspector = ((ListObjectInspector) oi)
-				.getListElementObjectInspector();
-		// parsing elements one by one
-		for (int i = 0; i < arraySize; i++) {
-			elementIsNull[i] = true;
-			if ((bytes[nullByteCur] & (1 << (i % 8))) != 0) {
-				elementIsNull[i] = false;
-				LazyUtils.checkObjectByteInfo(listEleObjectInspector, bytes,
-						lastElementByteEnd, recordInfo);
-				elementStart[i] = lastElementByteEnd + recordInfo.elementOffset;
-				elementLength[i] = recordInfo.elementSize;
-				lastElementByteEnd = elementStart[i] + elementLength[i];
-			}
-			// move onto the next null byte
-			if (7 == (i % 8)) {
-				nullByteCur++;
-			}
-		}
-
-		Arrays.fill(elementInited, 0, arraySize, false);
-		parsed = true;
-	}
-
-	/**
-	 * Returns the actual primitive object at the index position inside the
-	 * array represented by this LazyObject.
-	 */
-	public Object getListElementObject(int index) {
-		if (!parsed) {
-			parse();
-		}
-		if (index < 0 || index >= arraySize) {
-			return null;
-		}
-		return uncheckedGetElement(index);
-	}
-
-	/**
-	 * Get the element without checking out-of-bound index.
-	 * 
-	 * @param index
-	 *            index to the array element
-	 */
-	private Object uncheckedGetElement(int index) {
-
-		if (elementIsNull[index]) {
-			return null;
-		} else {
-			if (!elementInited[index]) {
-				elementInited[index] = true;
-				if (arrayElements[index] == null) {
-					arrayElements[index] = LazyFactory.createLazyObject((oi)
-							.getListElementObjectInspector());
-				}
-				arrayElements[index].init(bytes, elementStart[index],
-						elementLength[index]);
-			}
-		}
-		return arrayElements[index].getObject();
-	}
-
-	/**
-	 * Returns the array size.
-	 */
-	public int getListLength() {
-		if (!parsed) {
-			parse();
-		}
-		return arraySize;
-	}
-
-	/**
-	 * cachedList is reused every time getList is called. Different
-	 * LazyBianryArray instances cannot share the same cachedList.
-	 */
-	ArrayList<Object> cachedList;
-
-	/**
-	 * Returns the List of actual primitive objects. Returns null for null
-	 * array.
-	 */
-	public List<Object> getList() {
-		if (!parsed) {
-			parse();
-		}
-		if (cachedList == null) {
-			cachedList = new ArrayList<Object>(arraySize);
-		} else {
-			cachedList.clear();
-		}
-		for (int index = 0; index < arraySize; index++) {
-			cachedList.add(uncheckedGetElement(index));
-		}
-		return cachedList;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyBoolean.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyBoolean.java
deleted file mode 100644
index 83b6254..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyBoolean.java
+++ /dev/null
@@ -1,68 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.io.BooleanWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyBooleanObjectInspector;
-
-/**
- * LazyObject for storing a value of boolean.
- * 
- * <p>
- * Part of the code is adapted from Apache Harmony Project.
- * 
- * As with the specification, this implementation relied on code laid out in <a
- * href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's
- * Delight, (Addison Wesley, 2002)</a> as well as <a
- * href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
- * </p>
- * 
- */
-public class LazyBoolean extends
-		LazyPrimitive<LazyBooleanObjectInspector, BooleanWritable> {
-
-	public LazyBoolean(LazyBooleanObjectInspector oi) {
-		super(oi);
-		data = new BooleanWritable();
-	}
-
-	public LazyBoolean(LazyBoolean copy) {
-		super(copy);
-		data = new BooleanWritable(copy.data.get());
-	}
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		if (length == 0) {
-			isNull = true;
-			return;
-		} else
-			isNull = false;
-
-		// a temporal hack
-		assert (1 == length);
-		byte val = bytes[start];
-		if (val == 0) {
-			data.set(false);
-		} else if (val == 1) {
-			data.set(true);
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyByte.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyByte.java
deleted file mode 100644
index 264015b..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyByte.java
+++ /dev/null
@@ -1,62 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.io.ByteWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyByteObjectInspector;
-
-/**
- * LazyObject for storing a value of Byte.
- * 
- * <p>
- * Part of the code is adapted from Apache Harmony Project.
- * 
- * As with the specification, this implementation relied on code laid out in <a
- * href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's
- * Delight, (Addison Wesley, 2002)</a> as well as <a
- * href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
- * </p>
- * 
- */
-public class LazyByte extends
-		LazyPrimitive<LazyByteObjectInspector, ByteWritable> {
-
-	public LazyByte(LazyByteObjectInspector oi) {
-		super(oi);
-		data = new ByteWritable();
-	}
-
-	public LazyByte(LazyByte copy) {
-		super(copy);
-		data = new ByteWritable(copy.data.get());
-	}
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		if (length == 0) {
-			isNull = true;
-			return;
-		} else
-			isNull = false;
-
-		assert (1 == length);
-		data.set(bytes[start]);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyColumnar.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyColumnar.java
deleted file mode 100644
index a25ae49..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyColumnar.java
+++ /dev/null
@@ -1,211 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.List;
-
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyColumnarObjectInspector;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-/**
- * LazyObject for storing a struct. The field of a struct can be primitive or
- * non-primitive.
- * 
- * LazyStruct does not deal with the case of a NULL struct. That is handled by
- * the parent LazyObject.
- */
-@SuppressWarnings("rawtypes")
-public class LazyColumnar extends LazyNonPrimitive<LazyColumnarObjectInspector> {
-
-	/**
-	 * IFrameTupleReference: the backend of the struct
-	 */
-	IFrameTupleReference tuple;
-
-	/**
-	 * Whether the data is already parsed or not.
-	 */
-	boolean reset;
-
-	/**
-	 * The fields of the struct.
-	 */
-	LazyObject[] fields;
-
-	/**
-	 * Whether init() has been called on the field or not.
-	 */
-	boolean[] fieldVisited;
-
-	/**
-	 * whether it is the first time initialization
-	 */
-	boolean start = true;
-
-	/**
-	 * Construct a LazyStruct object with the ObjectInspector.
-	 */
-	public LazyColumnar(LazyColumnarObjectInspector oi) {
-		super(oi);
-	}
-
-	/**
-	 * Set the row data for this LazyStruct.
-	 * 
-	 * @see LazyObject#init(ByteArrayRef, int, int)
-	 */
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		super.init(bytes, start, length);
-		reset = false;
-	}
-
-	/**
-	 * Parse the byte[] and fill each field.
-	 */
-	private void parse() {
-
-		if (start) {
-			// initialize field array and reusable objects
-			List<? extends StructField> fieldRefs = ((StructObjectInspector) oi)
-					.getAllStructFieldRefs();
-
-			fields = new LazyObject[fieldRefs.size()];
-			for (int i = 0; i < fields.length; i++) {
-				fields[i] = LazyFactory.createLazyObject(fieldRefs.get(i)
-						.getFieldObjectInspector());
-			}
-			fieldVisited = new boolean[fields.length];
-			start = false;
-		}
-
-		Arrays.fill(fieldVisited, false);
-		reset = true;
-	}
-
-	/**
-	 * Get one field out of the struct.
-	 * 
-	 * If the field is a primitive field, return the actual object. Otherwise
-	 * return the LazyObject. This is because PrimitiveObjectInspector does not
-	 * have control over the object used by the user - the user simply directly
-	 * use the Object instead of going through Object
-	 * PrimitiveObjectInspector.get(Object).
-	 * 
-	 * @param fieldID
-	 *            The field ID
-	 * @return The field as a LazyObject
-	 */
-	public Object getField(int fieldID) {
-		if (!reset) {
-			parse();
-		}
-		return uncheckedGetField(fieldID);
-	}
-
-	/**
-	 * Get the field out of the row without checking parsed. This is called by
-	 * both getField and getFieldsAsList.
-	 * 
-	 * @param fieldID
-	 *            The id of the field starting from 0.
-	 * @param nullSequence
-	 *            The sequence representing NULL value.
-	 * @return The value of the field
-	 */
-	private Object uncheckedGetField(int fieldID) {
-		// get the buffer
-		byte[] buffer = tuple.getFieldData(fieldID);
-		// get the offset of the field
-		int s1 = tuple.getFieldStart(fieldID);
-		int l1 = tuple.getFieldLength(fieldID);
-
-		if (!fieldVisited[fieldID]) {
-			fieldVisited[fieldID] = true;
-			fields[fieldID].init(buffer, s1, l1);
-		}
-		// if (fields[fieldID].getObject() == null) {
-		// throw new IllegalStateException("illegal field " + fieldID);
-		// }
-		return fields[fieldID].getObject();
-	}
-
-	ArrayList<Object> cachedList;
-
-	/**
-	 * Get the values of the fields as an ArrayList.
-	 * 
-	 * @return The values of the fields as an ArrayList.
-	 */
-	public ArrayList<Object> getFieldsAsList() {
-		if (!reset) {
-			parse();
-		}
-		if (cachedList == null) {
-			cachedList = new ArrayList<Object>();
-		} else {
-			cachedList.clear();
-		}
-		for (int i = 0; i < fields.length; i++) {
-			cachedList.add(uncheckedGetField(i));
-		}
-		return cachedList;
-	}
-
-	@Override
-	public Object getObject() {
-		return this;
-	}
-
-	protected boolean getParsed() {
-		return reset;
-	}
-
-	protected void setParsed(boolean parsed) {
-		this.reset = parsed;
-	}
-
-	protected LazyObject[] getFields() {
-		return fields;
-	}
-
-	protected void setFields(LazyObject[] fields) {
-		this.fields = fields;
-	}
-
-	protected boolean[] getFieldInited() {
-		return fieldVisited;
-	}
-
-	protected void setFieldInited(boolean[] fieldInited) {
-		this.fieldVisited = fieldInited;
-	}
-
-	/**
-	 * rebind a frametuplereference to the struct
-	 */
-	public void init(IFrameTupleReference r) {
-		this.tuple = r;
-		reset = false;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyDouble.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyDouble.java
deleted file mode 100644
index d687aa1..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyDouble.java
+++ /dev/null
@@ -1,53 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.io.DoubleWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyDoubleObjectInspector;
-
-/**
- * LazyObject for storing a value of Double.
- * 
- */
-public class LazyDouble extends
-		LazyPrimitive<LazyDoubleObjectInspector, DoubleWritable> {
-
-	public LazyDouble(LazyDoubleObjectInspector oi) {
-		super(oi);
-		data = new DoubleWritable();
-	}
-
-	public LazyDouble(LazyDouble copy) {
-		super(copy);
-		data = new DoubleWritable(copy.data.get());
-	}
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		if (length == 0) {
-			isNull = true;
-			return;
-		} else
-			isNull = false;
-		assert (8 == length);
-		data.set(Double.longBitsToDouble(LazyUtils
-				.byteArrayToLong(bytes, start)));
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFactory.java
deleted file mode 100644
index e7593e4..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFactory.java
+++ /dev/null
@@ -1,97 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory;
-
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyColumnarObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyListObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyMapObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyStructObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyBooleanObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyByteObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyDoubleObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyFloatObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyIntObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyLongObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyShortObjectInspector;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyStringObjectInspector;
-
-/**
- * LazyFactory.
- * 
- */
-public final class LazyFactory {
-
-	/**
-	 * Create a lazy binary primitive class given the type name.
-	 */
-	public static LazyPrimitive<?, ?> createLazyPrimitiveClass(
-			PrimitiveObjectInspector oi) {
-		PrimitiveCategory p = oi.getPrimitiveCategory();
-		switch (p) {
-		case BOOLEAN:
-			return new LazyBoolean((LazyBooleanObjectInspector) oi);
-		case BYTE:
-			return new LazyByte((LazyByteObjectInspector) oi);
-		case SHORT:
-			return new LazyShort((LazyShortObjectInspector) oi);
-		case INT:
-			return new LazyInteger((LazyIntObjectInspector) oi);
-		case LONG:
-			return new LazyLong((LazyLongObjectInspector) oi);
-		case FLOAT:
-			return new LazyFloat((LazyFloatObjectInspector) oi);
-		case DOUBLE:
-			return new LazyDouble((LazyDoubleObjectInspector) oi);
-		case STRING:
-			return new LazyString((LazyStringObjectInspector) oi);
-		default:
-			throw new RuntimeException("Internal error: no LazyObject for " + p);
-		}
-	}
-
-	/**
-	 * Create a hierarchical LazyObject based on the given typeInfo.
-	 */
-	public static LazyObject<? extends ObjectInspector> createLazyObject(
-			ObjectInspector oi) {
-		ObjectInspector.Category c = oi.getCategory();
-		switch (c) {
-		case PRIMITIVE:
-			return createLazyPrimitiveClass((PrimitiveObjectInspector) oi);
-		case MAP:
-			return new LazyMap((LazyMapObjectInspector) oi);
-		case LIST:
-			return new LazyArray((LazyListObjectInspector) oi);
-		case STRUCT: // check whether it is a top-level struct
-			if (oi instanceof LazyStructObjectInspector)
-				return new LazyStruct((LazyStructObjectInspector) oi);
-			else
-				return new LazyColumnar((LazyColumnarObjectInspector) oi);
-		default:
-			throw new RuntimeException("Hive LazySerDe Internal error.");
-		}
-	}
-
-	private LazyFactory() {
-		// prevent instantiation
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFloat.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFloat.java
deleted file mode 100644
index 303cc67..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyFloat.java
+++ /dev/null
@@ -1,53 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.io.FloatWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyFloatObjectInspector;
-
-/**
- * LazyObject for storing a value of Double.
- * 
- */
-public class LazyFloat extends
-		LazyPrimitive<LazyFloatObjectInspector, FloatWritable> {
-
-	public LazyFloat(LazyFloatObjectInspector oi) {
-		super(oi);
-		data = new FloatWritable();
-	}
-
-	public LazyFloat(LazyFloat copy) {
-		super(copy);
-		data = new FloatWritable(copy.data.get());
-	}
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		if (length == 0) {
-			isNull = true;
-			return;
-		} else
-			isNull = false;
-
-		assert (4 == length);
-		data.set(Float.intBitsToFloat(LazyUtils.byteArrayToInt(bytes, start)));
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyInteger.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyInteger.java
deleted file mode 100644
index c908c40..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyInteger.java
+++ /dev/null
@@ -1,72 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.io.IntWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyIntObjectInspector;
-
-/**
- * LazyObject for storing a value of Integer.
- * 
- * <p>
- * Part of the code is adapted from Apache Harmony Project.
- * 
- * As with the specification, this implementation relied on code laid out in <a
- * href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's
- * Delight, (Addison Wesley, 2002)</a> as well as <a
- * href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
- * </p>
- * 
- */
-public class LazyInteger extends
-		LazyPrimitive<LazyIntObjectInspector, IntWritable> {
-
-	public LazyInteger(LazyIntObjectInspector oi) {
-		super(oi);
-		data = new IntWritable();
-	}
-
-	public LazyInteger(LazyInteger copy) {
-		super(copy);
-		data = new IntWritable(copy.data.get());
-	}
-
-	/**
-	 * The reusable vInt for decoding the integer.
-	 */
-	VInt vInt = new LazyUtils.VInt();
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		if (length == 0) {
-			isNull = true;
-			return;
-		} else
-			isNull = false;
-
-		LazyUtils.readVInt(bytes, start, vInt);
-		assert (length == vInt.length);
-		if (length != vInt.length)
-			throw new IllegalStateException(
-					"parse int: length mismatch, expected " + vInt.length
-							+ " but get " + length);
-		data.set(vInt.value);
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyLong.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyLong.java
deleted file mode 100644
index 38097e6..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyLong.java
+++ /dev/null
@@ -1,71 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.io.LongWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VLong;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyLongObjectInspector;
-
-/**
- * LazyObject for storing a value of Long.
- * 
- * <p>
- * Part of the code is adapted from Apache Harmony Project.
- * 
- * As with the specification, this implementation relied on code laid out in <a
- * href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's
- * Delight, (Addison Wesley, 2002)</a> as well as <a
- * href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
- * </p>
- * 
- */
-public class LazyLong extends
-		LazyPrimitive<LazyLongObjectInspector, LongWritable> {
-
-	public LazyLong(LazyLongObjectInspector oi) {
-		super(oi);
-		data = new LongWritable();
-	}
-
-	public LazyLong(LazyLong copy) {
-		super(copy);
-		data = new LongWritable(copy.data.get());
-	}
-
-	/**
-	 * The reusable vLong for decoding the long.
-	 */
-	VLong vLong = new LazyUtils.VLong();
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		if (length == 0) {
-			isNull = true;
-			return;
-		} else
-			isNull = false;
-
-		LazyUtils.readVLong(bytes, start, vLong);
-		assert (length == vLong.length);
-		if (length != vLong.length)
-			throw new IllegalStateException("parse long: length mismatch");
-		data.set(vLong.value);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyMap.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyMap.java
deleted file mode 100644
index 56bc41b..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyMap.java
+++ /dev/null
@@ -1,337 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import java.util.Arrays;
-import java.util.LinkedHashMap;
-import java.util.Map;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.hive.serde2.lazy.ByteArrayRef;
-import org.apache.hadoop.hive.serde2.objectinspector.MapObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.RecordInfo;
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyMapObjectInspector;
-
-/**
- * LazyMap is serialized as follows: start A b c b c b c end bytes[] ->
- * |--------|---|---|---|---| ... |---|---|
- * 
- * Section A is the null-bytes. Suppose the map has N key-value pairs, then
- * there are (N*2+7)/8 bytes used as null-bytes. Each bit corresponds to a key
- * or a value and it indicates whether that key or value is null (0) or not null
- * (1).
- * 
- * After A, all the bytes are actual serialized data of the map, which are
- * key-value pairs. b represent the keys and c represent the values. Each of
- * them is again a LazyObject.
- * 
- */
-
-@SuppressWarnings("rawtypes")
-public class LazyMap extends LazyNonPrimitive<LazyMapObjectInspector> {
-
-	private static Log LOG = LogFactory.getLog(LazyMap.class.getName());
-
-	/**
-	 * Whether the data is already parsed or not.
-	 */
-	boolean parsed;
-
-	/**
-	 * The size of the map. Only valid when the data is parsed. -1 when the map
-	 * is NULL.
-	 */
-	int mapSize = 0;
-
-	/**
-	 * The beginning position and length of key[i] and value[i]. Only valid when
-	 * the data is parsed.
-	 */
-	int[] keyStart;
-	int[] keyLength;
-	int[] valueStart;
-	int[] valueLength;
-	/**
-	 * Whether valueObjects[i]/keyObjects[i] is initialized or not.
-	 */
-	boolean[] keyInited;
-	boolean[] valueInited;
-
-	/**
-	 * Whether valueObjects[i]/keyObjects[i] is null or not This could not be
-	 * inferred from the length of the object. In particular, a 0-length string
-	 * is not null.
-	 */
-	boolean[] keyIsNull;
-	boolean[] valueIsNull;
-
-	/**
-	 * The keys are stored in an array of LazyPrimitives.
-	 */
-	LazyPrimitive<?, ?>[] keyObjects;
-	/**
-	 * The values are stored in an array of LazyObjects. value[index] will start
-	 * from KeyEnd[index] + 1, and ends before KeyStart[index+1] - 1.
-	 */
-	LazyObject[] valueObjects;
-
-	protected LazyMap(LazyMapObjectInspector oi) {
-		super(oi);
-	}
-
-	/**
-	 * Set the row data for this LazyMap.
-	 * 
-	 * @see LazyObject#init(ByteArrayRef, int, int)
-	 */
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		super.init(bytes, start, length);
-		parsed = false;
-	}
-
-	/**
-	 * Adjust the size of arrays: keyStart, keyLength valueStart, valueLength
-	 * keyInited, keyIsNull valueInited, valueIsNull.
-	 */
-	protected void adjustArraySize(int newSize) {
-		if (keyStart == null || keyStart.length < newSize) {
-			keyStart = new int[newSize];
-			keyLength = new int[newSize];
-			valueStart = new int[newSize];
-			valueLength = new int[newSize];
-			keyInited = new boolean[newSize];
-			keyIsNull = new boolean[newSize];
-			valueInited = new boolean[newSize];
-			valueIsNull = new boolean[newSize];
-			keyObjects = new LazyPrimitive<?, ?>[newSize];
-			valueObjects = new LazyObject[newSize];
-		}
-	}
-
-	boolean nullMapKey = false;
-	VInt vInt = new LazyUtils.VInt();
-	RecordInfo recordInfo = new LazyUtils.RecordInfo();
-
-	/**
-	 * Parse the byte[] and fill keyStart, keyLength, keyIsNull valueStart,
-	 * valueLength and valueIsNull.
-	 */
-	private void parse() {
-
-		// get the VInt that represents the map size
-		LazyUtils.readVInt(bytes, start, vInt);
-		mapSize = vInt.value;
-		if (0 == mapSize) {
-			parsed = true;
-			return;
-		}
-
-		// adjust arrays
-		adjustArraySize(mapSize);
-
-		// find out the null-bytes
-		int mapByteStart = start + vInt.length;
-		int nullByteCur = mapByteStart;
-		int nullByteEnd = mapByteStart + (mapSize * 2 + 7) / 8;
-		int lastElementByteEnd = nullByteEnd;
-
-		// parsing the keys and values one by one
-		for (int i = 0; i < mapSize; i++) {
-			// parse a key
-			keyIsNull[i] = true;
-			if ((bytes[nullByteCur] & (1 << ((i * 2) % 8))) != 0) {
-				keyIsNull[i] = false;
-				LazyUtils.checkObjectByteInfo(
-						((MapObjectInspector) oi).getMapKeyObjectInspector(),
-						bytes, lastElementByteEnd, recordInfo);
-				keyStart[i] = lastElementByteEnd + recordInfo.elementOffset;
-				keyLength[i] = recordInfo.elementSize;
-				lastElementByteEnd = keyStart[i] + keyLength[i];
-			} else if (!nullMapKey) {
-				nullMapKey = true;
-				LOG.warn("Null map key encountered! Ignoring similar problems.");
-			}
-
-			// parse a value
-			valueIsNull[i] = true;
-			if ((bytes[nullByteCur] & (1 << ((i * 2 + 1) % 8))) != 0) {
-				valueIsNull[i] = false;
-				LazyUtils.checkObjectByteInfo(
-						((MapObjectInspector) oi).getMapValueObjectInspector(),
-						bytes, lastElementByteEnd, recordInfo);
-				valueStart[i] = lastElementByteEnd + recordInfo.elementOffset;
-				valueLength[i] = recordInfo.elementSize;
-				lastElementByteEnd = valueStart[i] + valueLength[i];
-			}
-
-			// move onto the next null byte
-			if (3 == (i % 4)) {
-				nullByteCur++;
-			}
-		}
-
-		Arrays.fill(keyInited, 0, mapSize, false);
-		Arrays.fill(valueInited, 0, mapSize, false);
-		parsed = true;
-	}
-
-	/**
-	 * Get the value object with the index without checking parsed.
-	 * 
-	 * @param index
-	 *            The index into the array starting from 0
-	 */
-	private LazyObject uncheckedGetValue(int index) {
-		if (valueIsNull[index]) {
-			return null;
-		}
-		if (!valueInited[index]) {
-			valueInited[index] = true;
-			if (valueObjects[index] == null) {
-				valueObjects[index] = LazyFactory
-						.createLazyObject(((MapObjectInspector) oi)
-								.getMapValueObjectInspector());
-			}
-			valueObjects[index].init(bytes, valueStart[index],
-					valueLength[index]);
-		}
-		return valueObjects[index];
-	}
-
-	/**
-	 * Get the value in the map for the key.
-	 * 
-	 * If there are multiple matches (which is possible in the serialized
-	 * format), only the first one is returned.
-	 * 
-	 * The most efficient way to get the value for the key is to serialize the
-	 * key and then try to find it in the array. We do linear search because in
-	 * most cases, user only wants to get one or two values out of the map, and
-	 * the cost of building up a HashMap is substantially higher.
-	 * 
-	 * @param key
-	 *            The key object that we are looking for.
-	 * @return The corresponding value object, or NULL if not found
-	 */
-	public Object getMapValueElement(Object key) {
-		if (!parsed) {
-			parse();
-		}
-		// search for the key
-		for (int i = 0; i < mapSize; i++) {
-			LazyPrimitive<?, ?> lazyKeyI = uncheckedGetKey(i);
-			if (lazyKeyI == null) {
-				continue;
-			}
-			// getWritableObject() will convert LazyPrimitive to actual
-			// primitive
-			// writable objects.
-			Object keyI = lazyKeyI.getWritableObject();
-			if (keyI == null) {
-				continue;
-			}
-			if (keyI.equals(key)) {
-				// Got a match, return the value
-				LazyObject v = uncheckedGetValue(i);
-				return v == null ? v : v.getObject();
-			}
-		}
-		return null;
-	}
-
-	/**
-	 * Get the key object with the index without checking parsed.
-	 * 
-	 * @param index
-	 *            The index into the array starting from 0
-	 */
-	private LazyPrimitive<?, ?> uncheckedGetKey(int index) {
-		if (keyIsNull[index]) {
-			return null;
-		}
-		if (!keyInited[index]) {
-			keyInited[index] = true;
-			if (keyObjects[index] == null) {
-				// Keys are always primitive
-				keyObjects[index] = LazyFactory
-						.createLazyPrimitiveClass((PrimitiveObjectInspector) ((MapObjectInspector) oi)
-								.getMapKeyObjectInspector());
-			}
-			keyObjects[index].init(bytes, keyStart[index], keyLength[index]);
-		}
-		return keyObjects[index];
-	}
-
-	/**
-	 * cachedMap is reused for different calls to getMap(). But each LazyMap has
-	 * a separate cachedMap so we won't overwrite the data by accident.
-	 */
-	LinkedHashMap<Object, Object> cachedMap;
-
-	/**
-	 * Return the map object representing this LazyMap. Note that the keyObjects
-	 * will be Writable primitive objects.
-	 * 
-	 * @return the map object
-	 */
-	public Map<Object, Object> getMap() {
-		if (!parsed) {
-			parse();
-		}
-		if (cachedMap == null) {
-			// Use LinkedHashMap to provide deterministic order
-			cachedMap = new LinkedHashMap<Object, Object>();
-		} else {
-			cachedMap.clear();
-		}
-
-		// go through each element of the map
-		for (int i = 0; i < mapSize; i++) {
-			LazyPrimitive<?, ?> lazyKey = uncheckedGetKey(i);
-			if (lazyKey == null) {
-				continue;
-			}
-			Object key = lazyKey.getObject();
-			// do not overwrite if there are duplicate keys
-			if (key != null && !cachedMap.containsKey(key)) {
-				LazyObject lazyValue = uncheckedGetValue(i);
-				Object value = (lazyValue == null ? null : lazyValue
-						.getObject());
-				cachedMap.put(key, value);
-			}
-		}
-		return cachedMap;
-	}
-
-	/**
-	 * Get the size of the map represented by this LazyMap.
-	 * 
-	 * @return The size of the map
-	 */
-	public int getMapSize() {
-		if (!parsed) {
-			parse();
-		}
-		return mapSize;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyNonPrimitive.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyNonPrimitive.java
deleted file mode 100644
index b151f2d..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyNonPrimitive.java
+++ /dev/null
@@ -1,78 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-/**
- * LazyPrimitive stores a primitive Object in a LazyObject.
- */
-public abstract class LazyNonPrimitive<OI extends ObjectInspector> extends
-		LazyObject<OI> {
-
-	protected byte[] bytes;
-	protected int start;
-	protected int length;
-
-	/**
-	 * Create a LazyNonPrimitive object with the specified ObjectInspector.
-	 * 
-	 * @param oi
-	 *            The ObjectInspector would have to have a hierarchy of
-	 *            LazyObjectInspectors with the leaf nodes being
-	 *            WritableObjectInspectors. It's used both for accessing the
-	 *            type hierarchy of the complex object, as well as getting meta
-	 *            information (separator, nullSequence, etc) when parsing the
-	 *            lazy object.
-	 */
-	protected LazyNonPrimitive(OI oi) {
-		super(oi);
-		bytes = null;
-		start = 0;
-		length = 0;
-	}
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		if (bytes == null) {
-			throw new RuntimeException("bytes cannot be null!");
-		}
-		this.bytes = bytes;
-		this.start = start;
-		this.length = length;
-		assert start >= 0;
-		assert start + length <= bytes.length;
-	}
-
-	@Override
-	public Object getObject() {
-		return this;
-	}
-
-	@Override
-	public int hashCode() {
-		return LazyUtils.hashBytes(bytes, start, length);
-	}
-
-	@Override
-	public void init(IFrameTupleReference tuple) {
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyObject.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyObject.java
deleted file mode 100644
index 9aaaa88..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyObject.java
+++ /dev/null
@@ -1,78 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-/**
- * LazyObject stores an object in a range of bytes in a byte[].
- * 
- * A LazyObject can represent any primitive object or hierarchical object like
- * array, map or struct.
- */
-public abstract class LazyObject<OI extends ObjectInspector> {
-
-	OI oi;
-
-	/**
-	 * Create a LazyObject.
-	 * 
-	 * @param oi
-	 *            Derived classes can access meta information about this Lazy
-	 *            Object (e.g, separator, nullSequence, escaper) from it.
-	 */
-	protected LazyObject(OI oi) {
-		this.oi = oi;
-	}
-
-	/**
-	 * Set the data for this LazyObject. We take ByteArrayRef instead of byte[]
-	 * so that we will be able to drop the reference to byte[] by a single
-	 * assignment. The ByteArrayRef object can be reused across multiple rows.
-	 * 
-	 * @param bytes
-	 *            The wrapper of the byte[].
-	 * @param start
-	 *            The start position inside the bytes.
-	 * @param length
-	 *            The length of the data, starting from "start"
-	 * @see ByteArrayRef
-	 */
-	public abstract void init(byte[] bytes, int start, int length);
-
-	public abstract void init(IFrameTupleReference tuple);
-
-	/**
-	 * If the LazyObject is a primitive Object, then deserialize it and return
-	 * the actual primitive Object. Otherwise (array, map, struct), return this.
-	 */
-	public abstract Object getObject();
-
-	@Override
-	public abstract int hashCode();
-
-	protected OI getInspector() {
-		return oi;
-	}
-
-	protected void setInspector(OI oi) {
-		this.oi = oi;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyPrimitive.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyPrimitive.java
deleted file mode 100644
index 888e5b2..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyPrimitive.java
+++ /dev/null
@@ -1,70 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.io.Writable;
-
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-/**
- * LazyPrimitive stores a primitive Object in a LazyObject.
- */
-public abstract class LazyPrimitive<OI extends ObjectInspector, T extends Writable>
-		extends LazyObject<OI> {
-
-	LazyPrimitive(OI oi) {
-		super(oi);
-	}
-
-	LazyPrimitive(LazyPrimitive<OI, T> copy) {
-		super(copy.oi);
-		isNull = copy.isNull;
-	}
-
-	T data;
-	boolean isNull = false;
-
-	/**
-	 * Returns the primitive object represented by this LazyObject. This is
-	 * useful because it can make sure we have "null" for null objects.
-	 */
-	@Override
-	public Object getObject() {
-		return isNull ? null : this;
-	}
-
-	public T getWritableObject() {
-		return isNull ? null : data;
-	}
-
-	@Override
-	public String toString() {
-		return isNull ? "null" : data.toString();
-	}
-
-	@Override
-	public int hashCode() {
-		return isNull ? 0 : data.hashCode();
-	}
-
-	@Override
-	public void init(IFrameTupleReference tuple) {
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazySerDe.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazySerDe.java
deleted file mode 100644
index 4d0dff6..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazySerDe.java
+++ /dev/null
@@ -1,477 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.List;
-import java.util.Map;
-import java.util.Properties;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.hive.serde.Constants;
-import org.apache.hadoop.hive.serde2.ByteStream;
-import org.apache.hadoop.hive.serde2.ByteStream.Output;
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.SerDeException;
-import org.apache.hadoop.hive.serde2.objectinspector.ListObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.MapObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.BooleanObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.ByteObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.IntObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.ShortObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
-import org.apache.hadoop.io.BytesWritable;
-import org.apache.hadoop.io.Text;
-import org.apache.hadoop.io.Writable;
-
-/**
- * The LazySerDe class combines the lazy property of LazySimpleSerDe class and
- * the binary property of BinarySortable class. Lazy means a field is not
- * deserialized until required. Binary means a field is serialized in binary
- * compact format.
- */
-public class LazySerDe implements SerDe {
-
-	public static final Log LOG = LogFactory.getLog(LazySerDe.class.getName());
-
-	public LazySerDe() {
-	}
-
-	List<String> columnNames;
-	List<TypeInfo> columnTypes;
-
-	TypeInfo rowTypeInfo;
-	ObjectInspector cachedObjectInspector;
-
-	// The object for storing row data
-	LazyColumnar cachedLazyStruct;
-
-	/**
-	 * Initialize the SerDe with configuration and table information.
-	 */
-	@Override
-	public void initialize(Configuration conf, Properties tbl)
-			throws SerDeException {
-		// Get column names and types
-		String columnNameProperty = tbl.getProperty(Constants.LIST_COLUMNS);
-		String columnTypeProperty = tbl
-				.getProperty(Constants.LIST_COLUMN_TYPES);
-		if (columnNameProperty.length() == 0) {
-			columnNames = new ArrayList<String>();
-		} else {
-			columnNames = Arrays.asList(columnNameProperty.split(","));
-		}
-		if (columnTypeProperty.length() == 0) {
-			columnTypes = new ArrayList<TypeInfo>();
-		} else {
-			columnTypes = TypeInfoUtils
-					.getTypeInfosFromTypeString(columnTypeProperty);
-		}
-		assert (columnNames.size() == columnTypes.size());
-		// Create row related objects
-		rowTypeInfo = TypeInfoFactory.getStructTypeInfo(columnNames,
-				columnTypes);
-		// Create the object inspector and the lazy binary struct object
-		cachedObjectInspector = LazyUtils.getLazyObjectInspectorFromTypeInfo(
-				rowTypeInfo, true);
-		cachedLazyStruct = (LazyColumnar) LazyFactory
-				.createLazyObject(cachedObjectInspector);
-		// output debug info
-		LOG.debug("LazySerDe initialized with: columnNames=" + columnNames
-				+ " columnTypes=" + columnTypes);
-	}
-
-	/**
-	 * Returns the ObjectInspector for the row.
-	 */
-	@Override
-	public ObjectInspector getObjectInspector() throws SerDeException {
-		return cachedObjectInspector;
-	}
-
-	/**
-	 * Returns the Writable Class after serialization.
-	 */
-	@Override
-	public Class<? extends Writable> getSerializedClass() {
-		return BytesWritable.class;
-	}
-
-	// The wrapper for byte array
-	ByteArrayRef byteArrayRef;
-
-	/**
-	 * Deserialize a table record to a Lazy struct.
-	 */
-	@SuppressWarnings("deprecation")
-	@Override
-	public Object deserialize(Writable field) throws SerDeException {
-		if (byteArrayRef == null) {
-			byteArrayRef = new ByteArrayRef();
-		}
-		if (field instanceof BytesWritable) {
-			BytesWritable b = (BytesWritable) field;
-			if (b.getSize() == 0) {
-				return null;
-			}
-			// For backward-compatibility with hadoop 0.17
-			byteArrayRef.setData(b.get());
-			cachedLazyStruct.init(byteArrayRef.getData(), 0, b.getSize());
-		} else if (field instanceof Text) {
-			Text t = (Text) field;
-			if (t.getLength() == 0) {
-				return null;
-			}
-			byteArrayRef.setData(t.getBytes());
-			cachedLazyStruct.init(byteArrayRef.getData(), 0, t.getLength());
-		} else {
-			throw new SerDeException(getClass().toString()
-					+ ": expects either BytesWritable or Text object!");
-		}
-		return cachedLazyStruct;
-	}
-
-	/**
-	 * The reusable output buffer and serialize byte buffer.
-	 */
-	BytesWritable serializeBytesWritable = new BytesWritable();
-	ByteStream.Output serializeByteStream = new ByteStream.Output();
-
-	/**
-	 * Serialize an object to a byte buffer in a binary compact way.
-	 */
-	@Override
-	public Writable serialize(Object obj, ObjectInspector objInspector)
-			throws SerDeException {
-		// make sure it is a struct record or not
-		serializeByteStream.reset();
-
-		if (objInspector.getCategory() != Category.STRUCT) {
-			// serialize the primitive object
-			serialize(serializeByteStream, obj, objInspector);
-		} else {
-			// serialize the row as a struct
-			serializeStruct(serializeByteStream, obj,
-					(StructObjectInspector) objInspector);
-		}
-		// return the serialized bytes
-		serializeBytesWritable.set(serializeByteStream.getData(), 0,
-				serializeByteStream.getCount());
-		return serializeBytesWritable;
-	}
-
-	boolean nullMapKey = false;
-
-	/**
-	 * Serialize a struct object without writing the byte size. This function is
-	 * shared by both row serialization and struct serialization.
-	 * 
-	 * @param byteStream
-	 *            the byte stream storing the serialization data
-	 * @param obj
-	 *            the struct object to serialize
-	 * @param objInspector
-	 *            the struct object inspector
-	 */
-	private void serializeStruct(Output byteStream, Object obj,
-			StructObjectInspector soi) {
-		// do nothing for null struct
-		if (null == obj) {
-			return;
-		}
-		/*
-		 * Interleave serializing one null byte and 8 struct fields in each
-		 * round, in order to support data deserialization with different table
-		 * schemas
-		 */
-		List<? extends StructField> fields = soi.getAllStructFieldRefs();
-		int size = fields.size();
-		int lasti = 0;
-		byte nullByte = 0;
-		for (int i = 0; i < size; i++) {
-			// set bit to 1 if a field is not null
-			if (null != soi.getStructFieldData(obj, fields.get(i))) {
-				nullByte |= 1 << (i % 8);
-			}
-			// write the null byte every eight elements or
-			// if this is the last element and serialize the
-			// corresponding 8 struct fields at the same time
-			if (7 == i % 8 || i == size - 1) {
-				serializeByteStream.write(nullByte);
-				for (int j = lasti; j <= i; j++) {
-					serialize(serializeByteStream, soi.getStructFieldData(obj,
-							fields.get(j)), fields.get(j)
-							.getFieldObjectInspector());
-				}
-				lasti = i + 1;
-				nullByte = 0;
-			}
-		}
-	}
-
-	/**
-	 * A recursive function that serialize an object to a byte buffer based on
-	 * its object inspector.
-	 * 
-	 * @param byteStream
-	 *            the byte stream storing the serialization data
-	 * @param obj
-	 *            the object to serialize
-	 * @param objInspector
-	 *            the object inspector
-	 */
-	private void serialize(Output byteStream, Object obj,
-			ObjectInspector objInspector) {
-
-		// do nothing for null object
-		if (null == obj) {
-			return;
-		}
-
-		switch (objInspector.getCategory()) {
-		case PRIMITIVE: {
-			PrimitiveObjectInspector poi = (PrimitiveObjectInspector) objInspector;
-			switch (poi.getPrimitiveCategory()) {
-			case VOID: {
-				return;
-			}
-			case BOOLEAN: {
-				boolean v = ((BooleanObjectInspector) poi).get(obj);
-				byteStream.write((byte) (v ? 1 : 0));
-				return;
-			}
-			case BYTE: {
-				ByteObjectInspector boi = (ByteObjectInspector) poi;
-				byte v = boi.get(obj);
-				byteStream.write(v);
-				return;
-			}
-			case SHORT: {
-				ShortObjectInspector spoi = (ShortObjectInspector) poi;
-				short v = spoi.get(obj);
-				byteStream.write((byte) (v >> 8));
-				byteStream.write((byte) (v));
-				return;
-			}
-			case INT: {
-				IntObjectInspector ioi = (IntObjectInspector) poi;
-				int v = ioi.get(obj);
-				LazyUtils.writeVInt(byteStream, v);
-				return;
-			}
-			case LONG: {
-				LongObjectInspector loi = (LongObjectInspector) poi;
-				long v = loi.get(obj);
-				LazyUtils.writeVLong(byteStream, v);
-				return;
-			}
-			case FLOAT: {
-				FloatObjectInspector foi = (FloatObjectInspector) poi;
-				int v = Float.floatToIntBits(foi.get(obj));
-				byteStream.write((byte) (v >> 24));
-				byteStream.write((byte) (v >> 16));
-				byteStream.write((byte) (v >> 8));
-				byteStream.write((byte) (v));
-				return;
-			}
-			case DOUBLE: {
-				DoubleObjectInspector doi = (DoubleObjectInspector) poi;
-				long v = Double.doubleToLongBits(doi.get(obj));
-				byteStream.write((byte) (v >> 56));
-				byteStream.write((byte) (v >> 48));
-				byteStream.write((byte) (v >> 40));
-				byteStream.write((byte) (v >> 32));
-				byteStream.write((byte) (v >> 24));
-				byteStream.write((byte) (v >> 16));
-				byteStream.write((byte) (v >> 8));
-				byteStream.write((byte) (v));
-				return;
-			}
-			case STRING: {
-				StringObjectInspector soi = (StringObjectInspector) poi;
-				Text t = soi.getPrimitiveWritableObject(obj);
-				/* write byte size of the string which is a vint */
-				int length = t.getLength();
-				LazyUtils.writeVInt(byteStream, length);
-				/* write string itself */
-				byte[] data = t.getBytes();
-				byteStream.write(data, 0, length);
-				return;
-			}
-			default: {
-				throw new RuntimeException("Unrecognized type: "
-						+ poi.getPrimitiveCategory());
-			}
-			}
-		}
-		case LIST: {
-			ListObjectInspector loi = (ListObjectInspector) objInspector;
-			ObjectInspector eoi = loi.getListElementObjectInspector();
-
-			// 1/ reserve spaces for the byte size of the list
-			// which is a integer and takes four bytes
-			int byteSizeStart = byteStream.getCount();
-			byteStream.write((byte) 0);
-			byteStream.write((byte) 0);
-			byteStream.write((byte) 0);
-			byteStream.write((byte) 0);
-			int listStart = byteStream.getCount();
-
-			// 2/ write the size of the list as a VInt
-			int size = loi.getListLength(obj);
-			LazyUtils.writeVInt(byteStream, size);
-
-			// 3/ write the null bytes
-			byte nullByte = 0;
-			for (int eid = 0; eid < size; eid++) {
-				// set the bit to 1 if an element is not null
-				if (null != loi.getListElement(obj, eid)) {
-					nullByte |= 1 << (eid % 8);
-				}
-				// store the byte every eight elements or
-				// if this is the last element
-				if (7 == eid % 8 || eid == size - 1) {
-					byteStream.write(nullByte);
-					nullByte = 0;
-				}
-			}
-
-			// 4/ write element by element from the list
-			for (int eid = 0; eid < size; eid++) {
-				serialize(byteStream, loi.getListElement(obj, eid), eoi);
-			}
-
-			// 5/ update the list byte size
-			int listEnd = byteStream.getCount();
-			int listSize = listEnd - listStart;
-			byte[] bytes = byteStream.getData();
-			bytes[byteSizeStart] = (byte) (listSize >> 24);
-			bytes[byteSizeStart + 1] = (byte) (listSize >> 16);
-			bytes[byteSizeStart + 2] = (byte) (listSize >> 8);
-			bytes[byteSizeStart + 3] = (byte) (listSize);
-
-			return;
-		}
-		case MAP: {
-			MapObjectInspector moi = (MapObjectInspector) objInspector;
-			ObjectInspector koi = moi.getMapKeyObjectInspector();
-			ObjectInspector voi = moi.getMapValueObjectInspector();
-			Map<?, ?> map = moi.getMap(obj);
-
-			// 1/ reserve spaces for the byte size of the map
-			// which is a integer and takes four bytes
-			int byteSizeStart = byteStream.getCount();
-			byteStream.write((byte) 0);
-			byteStream.write((byte) 0);
-			byteStream.write((byte) 0);
-			byteStream.write((byte) 0);
-			int mapStart = byteStream.getCount();
-
-			// 2/ write the size of the map which is a VInt
-			int size = map.size();
-			LazyUtils.writeVInt(byteStream, size);
-
-			// 3/ write the null bytes
-			int b = 0;
-			byte nullByte = 0;
-			for (Map.Entry<?, ?> entry : map.entrySet()) {
-				// set the bit to 1 if a key is not null
-				if (null != entry.getKey()) {
-					nullByte |= 1 << (b % 8);
-				} else if (!nullMapKey) {
-					nullMapKey = true;
-					LOG.warn("Null map key encountered! Ignoring similar problems.");
-				}
-				b++;
-				// set the bit to 1 if a value is not null
-				if (null != entry.getValue()) {
-					nullByte |= 1 << (b % 8);
-				}
-				b++;
-				// write the byte to stream every 4 key-value pairs
-				// or if this is the last key-value pair
-				if (0 == b % 8 || b == size * 2) {
-					byteStream.write(nullByte);
-					nullByte = 0;
-				}
-			}
-
-			// 4/ write key-value pairs one by one
-			for (Map.Entry<?, ?> entry : map.entrySet()) {
-				serialize(byteStream, entry.getKey(), koi);
-				serialize(byteStream, entry.getValue(), voi);
-			}
-
-			// 5/ update the byte size of the map
-			int mapEnd = byteStream.getCount();
-			int mapSize = mapEnd - mapStart;
-			byte[] bytes = byteStream.getData();
-			bytes[byteSizeStart] = (byte) (mapSize >> 24);
-			bytes[byteSizeStart + 1] = (byte) (mapSize >> 16);
-			bytes[byteSizeStart + 2] = (byte) (mapSize >> 8);
-			bytes[byteSizeStart + 3] = (byte) (mapSize);
-
-			return;
-		}
-		case STRUCT: {
-			// 1/ reserve spaces for the byte size of the struct
-			// which is a integer and takes four bytes
-			int byteSizeStart = byteStream.getCount();
-			byteStream.write((byte) 0);
-			byteStream.write((byte) 0);
-			byteStream.write((byte) 0);
-			byteStream.write((byte) 0);
-			int structStart = byteStream.getCount();
-
-			// 2/ serialize the struct
-			serializeStruct(byteStream, obj,
-					(StructObjectInspector) objInspector);
-
-			// 3/ update the byte size of the struct
-			int structEnd = byteStream.getCount();
-			int structSize = structEnd - structStart;
-			byte[] bytes = byteStream.getData();
-			bytes[byteSizeStart] = (byte) (structSize >> 24);
-			bytes[byteSizeStart + 1] = (byte) (structSize >> 16);
-			bytes[byteSizeStart + 2] = (byte) (structSize >> 8);
-			bytes[byteSizeStart + 3] = (byte) (structSize);
-
-			return;
-		}
-		default: {
-			throw new RuntimeException("Unrecognized type: "
-					+ objInspector.getCategory());
-		}
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyShort.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyShort.java
deleted file mode 100644
index 7484b72..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyShort.java
+++ /dev/null
@@ -1,62 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.hive.serde2.io.ShortWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyShortObjectInspector;
-
-/**
- * LazyObject for storing a value of Short.
- * 
- * <p>
- * Part of the code is adapted from Apache Harmony Project.
- * 
- * As with the specification, this implementation relied on code laid out in <a
- * href="http://www.hackersdelight.org/">Henry S. Warren, Jr.'s Hacker's
- * Delight, (Addison Wesley, 2002)</a> as well as <a
- * href="http://aggregate.org/MAGIC/">The Aggregate's Magic Algorithms</a>.
- * </p>
- * 
- */
-public class LazyShort extends
-		LazyPrimitive<LazyShortObjectInspector, ShortWritable> {
-
-	public LazyShort(LazyShortObjectInspector oi) {
-		super(oi);
-		data = new ShortWritable();
-	}
-
-	public LazyShort(LazyShort copy) {
-		super(copy);
-		data = new ShortWritable(copy.data.get());
-	}
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		if (length == 0) {
-			isNull = true;
-			return;
-		} else
-			isNull = false;
-
-		assert (2 == length);
-		data.set(LazyUtils.byteArrayToShort(bytes, start));
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyString.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyString.java
deleted file mode 100644
index c13533b..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyString.java
+++ /dev/null
@@ -1,60 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import org.apache.hadoop.io.Text;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.VInt;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.LazyStringObjectInspector;
-
-/**
- * LazyObject for storing a value of String.
- */
-public class LazyString extends LazyPrimitive<LazyStringObjectInspector, Text> {
-
-	public LazyString(LazyStringObjectInspector oi) {
-		super(oi);
-		data = new Text();
-	}
-
-	public LazyString(LazyString copy) {
-		super(copy);
-		data = new Text(copy.data);
-	}
-
-	VInt vInt = new LazyUtils.VInt();
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		if (length == 0) {
-			isNull = true;
-			return;
-		} else
-			isNull = false;
-
-		// get the byte length of the string
-		LazyUtils.readVInt(bytes, start, vInt);
-		if (vInt.value + vInt.length != length)
-			throw new IllegalStateException(
-					"parse string: length mismatch, expected "
-							+ (vInt.value + vInt.length) + " but get " + length);
-		assert (length - vInt.length > -1);
-		data.set(bytes, start + vInt.length, length - vInt.length);
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyStruct.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyStruct.java
deleted file mode 100644
index 61cc335..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyStruct.java
+++ /dev/null
@@ -1,244 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.List;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils.RecordInfo;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyStructObjectInspector;
-
-/**
- * LazyStruct is serialized as follows: start A B A B A B end bytes[] ->
- * |-----|---------|--- ... ---|-----|---------|
- * 
- * Section A is one null-byte, corresponding to eight struct fields in Section
- * B. Each bit indicates whether the corresponding field is null (0) or not null
- * (1). Each field is a LazyObject.
- * 
- * Following B, there is another section A and B. This pattern repeats until the
- * all struct fields are serialized.
- */
-public class LazyStruct extends LazyNonPrimitive<LazyStructObjectInspector> {
-
-	private static Log LOG = LogFactory.getLog(LazyStruct.class.getName());
-
-	/**
-	 * Whether the data is already parsed or not.
-	 */
-	boolean parsed;
-
-	/**
-	 * The fields of the struct.
-	 */
-	@SuppressWarnings("rawtypes")
-	LazyObject[] fields;
-
-	/**
-	 * Whether a field is initialized or not.
-	 */
-	boolean[] fieldInited;
-
-	/**
-	 * Whether a field is null or not. Because length is 0 does not means the
-	 * field is null. In particular, a 0-length string is not null.
-	 */
-	boolean[] fieldIsNull;
-
-	/**
-	 * The start positions and lengths of struct fields. Only valid when the
-	 * data is parsed.
-	 */
-	int[] fieldStart;
-	int[] fieldLength;
-
-	/**
-	 * Construct a LazyStruct object with an ObjectInspector.
-	 */
-	protected LazyStruct(LazyStructObjectInspector oi) {
-		super(oi);
-	}
-
-	@Override
-	public void init(byte[] bytes, int start, int length) {
-		super.init(bytes, start, length);
-		parsed = false;
-	}
-
-	RecordInfo recordInfo = new LazyUtils.RecordInfo();
-	boolean missingFieldWarned = false;
-	boolean extraFieldWarned = false;
-
-	/**
-	 * Parse the byte[] and fill fieldStart, fieldLength, fieldInited and
-	 * fieldIsNull.
-	 */
-	private void parse() {
-
-		List<? extends StructField> fieldRefs = ((StructObjectInspector) oi)
-				.getAllStructFieldRefs();
-
-		if (fields == null) {
-			fields = new LazyObject[fieldRefs.size()];
-			for (int i = 0; i < fields.length; i++) {
-				ObjectInspector insp = fieldRefs.get(i)
-						.getFieldObjectInspector();
-				fields[i] = insp == null ? null : LazyFactory
-						.createLazyObject(insp);
-			}
-			fieldInited = new boolean[fields.length];
-			fieldIsNull = new boolean[fields.length];
-			fieldStart = new int[fields.length];
-			fieldLength = new int[fields.length];
-		}
-
-		/**
-		 * Please note that one null byte is followed by eight fields, then more
-		 * null byte and fields.
-		 */
-
-		int fieldId = 0;
-		int structByteEnd = start + length;
-
-		byte nullByte = bytes[start];
-		int lastFieldByteEnd = start + 1;
-		// Go through all bytes in the byte[]
-		for (int i = 0; i < fields.length; i++) {
-			fieldIsNull[i] = true;
-			if ((nullByte & (1 << (i % 8))) != 0) {
-				fieldIsNull[i] = false;
-				LazyUtils.checkObjectByteInfo(fieldRefs.get(i)
-						.getFieldObjectInspector(), bytes, lastFieldByteEnd,
-						recordInfo);
-				fieldStart[i] = lastFieldByteEnd + recordInfo.elementOffset;
-				fieldLength[i] = recordInfo.elementSize;
-				lastFieldByteEnd = fieldStart[i] + fieldLength[i];
-			}
-
-			// count how many fields are there
-			if (lastFieldByteEnd <= structByteEnd) {
-				fieldId++;
-			}
-			// next byte is a null byte if there are more bytes to go
-			if (7 == (i % 8)) {
-				if (lastFieldByteEnd < structByteEnd) {
-					nullByte = bytes[lastFieldByteEnd];
-					lastFieldByteEnd++;
-				} else {
-					// otherwise all null afterwards
-					nullByte = 0;
-					lastFieldByteEnd++;
-				}
-			}
-		}
-
-		// Extra bytes at the end?
-		if (!extraFieldWarned && lastFieldByteEnd < structByteEnd) {
-			extraFieldWarned = true;
-			LOG.warn("Extra bytes detected at the end of the row! Ignoring similar "
-					+ "problems.");
-		}
-
-		// Missing fields?
-		if (!missingFieldWarned && lastFieldByteEnd > structByteEnd) {
-			missingFieldWarned = true;
-			LOG.warn("Missing fields! Expected " + fields.length
-					+ " fields but " + "only got " + fieldId
-					+ "! Ignoring similar problems.");
-		}
-
-		Arrays.fill(fieldInited, false);
-		parsed = true;
-	}
-
-	/**
-	 * Get one field out of the struct.
-	 * 
-	 * If the field is a primitive field, return the actual object. Otherwise
-	 * return the LazyObject. This is because PrimitiveObjectInspector does not
-	 * have control over the object used by the user - the user simply directly
-	 * use the Object instead of going through Object
-	 * PrimitiveObjectInspector.get(Object).
-	 * 
-	 * @param fieldID
-	 *            The field ID
-	 * @return The field as a LazyObject
-	 */
-	public Object getField(int fieldID) {
-		if (!parsed) {
-			parse();
-		}
-		return uncheckedGetField(fieldID);
-	}
-
-	/**
-	 * Get the field out of the row without checking parsed. This is called by
-	 * both getField and getFieldsAsList.
-	 * 
-	 * @param fieldID
-	 *            The id of the field starting from 0.
-	 * @return The value of the field
-	 */
-	private Object uncheckedGetField(int fieldID) {
-		// Test the length first so in most cases we avoid doing a byte[]
-		// comparison.
-		if (fieldIsNull[fieldID]) {
-			return null;
-		}
-		if (!fieldInited[fieldID]) {
-			fieldInited[fieldID] = true;
-			fields[fieldID].init(bytes, fieldStart[fieldID],
-					fieldLength[fieldID]);
-		}
-		return fields[fieldID].getObject();
-	}
-
-	ArrayList<Object> cachedList;
-
-	/**
-	 * Get the values of the fields as an ArrayList.
-	 * 
-	 * @return The values of the fields as an ArrayList.
-	 */
-	public ArrayList<Object> getFieldsAsList() {
-		if (!parsed) {
-			parse();
-		}
-		if (cachedList == null) {
-			cachedList = new ArrayList<Object>();
-		} else {
-			cachedList.clear();
-		}
-		for (int i = 0; i < fields.length; i++) {
-			cachedList.add(uncheckedGetField(i));
-		}
-		return cachedList;
-	}
-
-	@Override
-	public Object getObject() {
-		return this;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyUtils.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyUtils.java
deleted file mode 100644
index 2d0406c..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/LazyUtils.java
+++ /dev/null
@@ -1,529 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.io.Serializable;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Map;
-import java.util.concurrent.ConcurrentHashMap;
-
-import org.apache.hadoop.hive.serde2.ByteStream.Output;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory;
-import org.apache.hadoop.hive.serde2.typeinfo.ListTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.MapTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.io.WritableUtils;
-
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.LazyObjectInspectorFactory;
-import edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive.PrimitiveObjectInspectorFactory;
-
-/**
- * LazyUtils.
- * 
- */
-public final class LazyUtils {
-
-	/**
-	 * Convert the byte array to an int starting from the given offset. Refer to
-	 * code by aeden on DZone Snippets:
-	 * 
-	 * @param b
-	 *            the byte array
-	 * @param offset
-	 *            the array offset
-	 * @return the integer
-	 */
-	public static int byteArrayToInt(byte[] b, int offset) {
-		int value = 0;
-		for (int i = 0; i < 4; i++) {
-			int shift = (4 - 1 - i) * 8;
-			value += (b[i + offset] & 0x000000FF) << shift;
-		}
-		return value;
-	}
-
-	/**
-	 * Convert the byte array to a long starting from the given offset.
-	 * 
-	 * @param b
-	 *            the byte array
-	 * @param offset
-	 *            the array offset
-	 * @return the long
-	 */
-	public static long byteArrayToLong(byte[] b, int offset) {
-		long value = 0;
-		for (int i = 0; i < 8; i++) {
-			int shift = (8 - 1 - i) * 8;
-			value += ((long) (b[i + offset] & 0x00000000000000FF)) << shift;
-		}
-		return value;
-	}
-
-	/**
-	 * Convert the byte array to a short starting from the given offset.
-	 * 
-	 * @param b
-	 *            the byte array
-	 * @param offset
-	 *            the array offset
-	 * @return the short
-	 */
-	public static short byteArrayToShort(byte[] b, int offset) {
-		short value = 0;
-		value += (b[offset] & 0x000000FF) << 8;
-		value += (b[offset + 1] & 0x000000FF);
-		return value;
-	}
-
-	/**
-	 * Record is the unit that data is serialized in. A record includes two
-	 * parts. The first part stores the size of the element and the second part
-	 * stores the real element. size element record ->
-	 * |----|-------------------------|
-	 * 
-	 * A RecordInfo stores two information of a record, the size of the "size"
-	 * part which is the element offset and the size of the element part which
-	 * is element size.
-	 */
-	public static class RecordInfo {
-		public RecordInfo() {
-			elementOffset = 0;
-			elementSize = 0;
-		}
-
-		public byte elementOffset;
-		public int elementSize;
-
-		@Override
-		public String toString() {
-			return "(" + elementOffset + ", " + elementSize + ")";
-		}
-	}
-
-	static VInt vInt = new LazyUtils.VInt();
-
-	/**
-	 * Check a particular field and set its size and offset in bytes based on
-	 * the field type and the bytes arrays.
-	 * 
-	 * For void, boolean, byte, short, int, long, float and double, there is no
-	 * offset and the size is fixed. For string, map, list, struct, the first
-	 * four bytes are used to store the size. So the offset is 4 and the size is
-	 * computed by concating the first four bytes together. The first four bytes
-	 * are defined with respect to the offset in the bytes arrays.
-	 * 
-	 * @param objectInspector
-	 *            object inspector of the field
-	 * @param bytes
-	 *            bytes arrays store the table row
-	 * @param offset
-	 *            offset of this field
-	 * @param recordInfo
-	 *            modify this byteinfo object and return it
-	 */
-	public static void checkObjectByteInfo(ObjectInspector objectInspector,
-			byte[] bytes, int offset, RecordInfo recordInfo) {
-		Category category = objectInspector.getCategory();
-		switch (category) {
-		case PRIMITIVE:
-			PrimitiveCategory primitiveCategory = ((PrimitiveObjectInspector) objectInspector)
-					.getPrimitiveCategory();
-			switch (primitiveCategory) {
-			case VOID:
-				recordInfo.elementOffset = 0;
-				recordInfo.elementSize = 0;
-				break;
-			case BOOLEAN:
-			case BYTE:
-				recordInfo.elementOffset = 0;
-				recordInfo.elementSize = 1;
-				break;
-			case SHORT:
-				recordInfo.elementOffset = 0;
-				recordInfo.elementSize = 2;
-				break;
-			case FLOAT:
-				recordInfo.elementOffset = 0;
-				recordInfo.elementSize = 4;
-				break;
-			case DOUBLE:
-				recordInfo.elementOffset = 0;
-				recordInfo.elementSize = 8;
-				break;
-			case INT:
-				recordInfo.elementOffset = 0;
-				recordInfo.elementSize = WritableUtils
-						.decodeVIntSize(bytes[offset]);
-				break;
-			case LONG:
-				recordInfo.elementOffset = 0;
-				recordInfo.elementSize = WritableUtils
-						.decodeVIntSize(bytes[offset]);
-				break;
-			case STRING:
-				// using vint instead of 4 bytes
-				LazyUtils.readVInt(bytes, offset, vInt);
-				recordInfo.elementOffset = vInt.length;
-				recordInfo.elementSize = vInt.value;
-				break;
-			default: {
-				throw new RuntimeException("Unrecognized primitive type: "
-						+ primitiveCategory);
-			}
-			}
-			break;
-		case LIST:
-		case MAP:
-		case STRUCT:
-			recordInfo.elementOffset = 4;
-			recordInfo.elementSize = LazyUtils.byteArrayToInt(bytes, offset);
-			break;
-		default: {
-			throw new RuntimeException("Unrecognized non-primitive type: "
-					+ category);
-		}
-		}
-	}
-
-	/**
-	 * A zero-compressed encoded long.
-	 */
-	public static class VLong {
-		public VLong() {
-			value = 0;
-			length = 0;
-		}
-
-		public long value;
-		public byte length;
-	};
-
-	/**
-	 * Reads a zero-compressed encoded long from a byte array and returns it.
-	 * 
-	 * @param bytes
-	 *            the byte array
-	 * @param offset
-	 *            offset of the array to read from
-	 * @param vlong
-	 *            storing the deserialized long and its size in byte
-	 */
-	public static void readVLong(byte[] bytes, int offset, VLong vlong) {
-		byte firstByte = bytes[offset];
-		vlong.length = (byte) WritableUtils.decodeVIntSize(firstByte);
-		if (vlong.length == 1) {
-			vlong.value = firstByte;
-			return;
-		}
-		long i = 0;
-		for (int idx = 0; idx < vlong.length - 1; idx++) {
-			byte b = bytes[offset + 1 + idx];
-			i = i << 8;
-			i = i | (b & 0xFF);
-		}
-		vlong.value = (WritableUtils.isNegativeVInt(firstByte) ? (i ^ -1L) : i);
-	}
-
-	/**
-	 * A zero-compressed encoded integer.
-	 */
-	public static class VInt implements Serializable {
-		private static final long serialVersionUID = 1L;
-
-		public VInt() {
-			value = 0;
-			length = 0;
-		}
-
-		public int value;
-		public byte length;
-	};
-
-	/**
-	 * Reads a zero-compressed encoded int from a byte array and returns it.
-	 * 
-	 * @param bytes
-	 *            the byte array
-	 * @param offset
-	 *            offset of the array to read from
-	 * @param vInt
-	 *            storing the deserialized int and its size in byte
-	 */
-	public static void readVInt(byte[] bytes, int offset, VInt vInt) {
-		byte firstByte = bytes[offset];
-		vInt.length = (byte) WritableUtils.decodeVIntSize(firstByte);
-		if (vInt.length == 1) {
-			vInt.value = firstByte;
-			return;
-		}
-		int i = 0;
-		for (int idx = 0; idx < vInt.length - 1; idx++) {
-			byte b = bytes[offset + 1 + idx];
-			i = i << 8;
-			i = i | (b & 0xFF);
-		}
-		vInt.value = (WritableUtils.isNegativeVInt(firstByte) ? (i ^ -1) : i);
-	}
-
-	/**
-	 * Writes a zero-compressed encoded int to a byte array.
-	 * 
-	 * @param byteStream
-	 *            the byte array/stream
-	 * @param i
-	 *            the int
-	 */
-	public static void writeVInt(Output byteStream, int i) {
-		writeVLong(byteStream, i);
-	}
-
-	/**
-	 * Write a zero-compressed encoded long to a byte array.
-	 * 
-	 * @param byteStream
-	 *            the byte array/stream
-	 * @param l
-	 *            the long
-	 */
-	public static void writeVLong(Output byteStream, long l) {
-		if (l >= -112 && l <= 127) {
-			byteStream.write((byte) l);
-			return;
-		}
-
-		int len = -112;
-		if (l < 0) {
-			l ^= -1L; // take one's complement'
-			len = -120;
-		}
-
-		long tmp = l;
-		while (tmp != 0) {
-			tmp = tmp >> 8;
-			len--;
-		}
-
-		byteStream.write((byte) len);
-
-		len = (len < -120) ? -(len + 120) : -(len + 112);
-
-		for (int idx = len; idx != 0; idx--) {
-			int shiftbits = (idx - 1) * 8;
-			long mask = 0xFFL << shiftbits;
-			byteStream.write((byte) ((l & mask) >> shiftbits));
-		}
-	}
-
-	static Map<TypeInfo, ObjectInspector> cachedLazyObjectInspector = new ConcurrentHashMap<TypeInfo, ObjectInspector>();
-
-	/**
-	 * Returns the lazy binary object inspector that can be used to inspect an
-	 * lazy binary object of that typeInfo
-	 * 
-	 * For primitive types, we use the standard writable object inspector.
-	 */
-	public static ObjectInspector getLazyObjectInspectorFromTypeInfo(
-			TypeInfo typeInfo, boolean topLevel) {
-		if (typeInfo == null)
-			throw new IllegalStateException("illegal type null ");
-		ObjectInspector result = cachedLazyObjectInspector.get(typeInfo);
-		if (result == null) {
-			switch (typeInfo.getCategory()) {
-			case PRIMITIVE: {
-				result = PrimitiveObjectInspectorFactory
-						.getPrimitiveLazyObjectInspector(((PrimitiveTypeInfo) typeInfo)
-								.getPrimitiveCategory());
-				break;
-			}
-			case LIST: {
-				ObjectInspector elementObjectInspector = getLazyObjectInspectorFromTypeInfo(
-						((ListTypeInfo) typeInfo).getListElementTypeInfo(),
-						false);
-				result = LazyObjectInspectorFactory
-						.getLazyListObjectInspector(elementObjectInspector);
-				break;
-			}
-			case MAP: {
-				MapTypeInfo mapTypeInfo = (MapTypeInfo) typeInfo;
-				ObjectInspector keyObjectInspector = getLazyObjectInspectorFromTypeInfo(
-						mapTypeInfo.getMapKeyTypeInfo(), false);
-				ObjectInspector valueObjectInspector = getLazyObjectInspectorFromTypeInfo(
-						mapTypeInfo.getMapValueTypeInfo(), false);
-				result = LazyObjectInspectorFactory.getLazyMapObjectInspector(
-						keyObjectInspector, valueObjectInspector);
-				break;
-			}
-			case STRUCT: {
-				StructTypeInfo structTypeInfo = (StructTypeInfo) typeInfo;
-				List<String> fieldNames = structTypeInfo
-						.getAllStructFieldNames();
-				List<TypeInfo> fieldTypeInfos = structTypeInfo
-						.getAllStructFieldTypeInfos();
-				List<ObjectInspector> fieldObjectInspectors = new ArrayList<ObjectInspector>(
-						fieldTypeInfos.size());
-
-				for (int i = 0; i < fieldTypeInfos.size(); i++) {
-					fieldObjectInspectors
-							.add(getLazyObjectInspectorFromTypeInfo(
-									fieldTypeInfos.get(i), false));
-				}
-
-				// if it is top level then create columnar
-				if (topLevel)
-					result = LazyObjectInspectorFactory
-							.getLazyColumnarObjectInspector(fieldNames,
-									fieldObjectInspectors);
-				// if it is not top level then create struct
-				else
-					result = LazyObjectInspectorFactory
-							.getLazyStructObjectInspector(fieldNames,
-									fieldObjectInspectors);
-
-				break;
-			}
-			default: {
-				result = null;
-			}
-			}
-			cachedLazyObjectInspector.put(typeInfo, result);
-		}
-		return result;
-	}
-
-	/**
-	 * get top-level lazy object inspector
-	 * 
-	 * @param fieldNames
-	 * @param fieldTypeInfos
-	 * @return
-	 */
-	public static ObjectInspector getLazyObjectInspector(
-			List<String> fieldNames, List<TypeInfo> fieldTypeInfos) {
-		List<ObjectInspector> fieldObjectInspectors = new ArrayList<ObjectInspector>(
-				fieldTypeInfos.size());
-		for (int i = 0; i < fieldTypeInfos.size(); i++) {
-			fieldObjectInspectors.add(getLazyObjectInspectorFromTypeInfo(
-					fieldTypeInfos.get(i), false));
-		}
-
-		return LazyObjectInspectorFactory.getLazyColumnarObjectInspector(
-				fieldNames, fieldObjectInspectors);
-	}
-
-	private LazyUtils() {
-		// prevent instantiation
-	}
-
-	/**
-	 * Returns -1 if the first byte sequence is lexicographically less than the
-	 * second; returns +1 if the second byte sequence is lexicographically less
-	 * than the first; otherwise return 0.
-	 */
-	public static int compare(byte[] b1, int start1, int length1, byte[] b2,
-			int start2, int length2) {
-
-		int min = Math.min(length1, length2);
-
-		for (int i = 0; i < min; i++) {
-			if (b1[start1 + i] == b2[start2 + i]) {
-				continue;
-			}
-			if (b1[start1 + i] < b2[start2 + i]) {
-				return -1;
-			} else {
-				return 1;
-			}
-		}
-
-		if (length1 < length2) {
-			return -1;
-		}
-		if (length1 > length2) {
-			return 1;
-		}
-		return 0;
-	}
-
-	public static int hashBytes(byte[] data, int start, int len) {
-		int hash = 1;
-		for (int i = start; i < len; i++) {
-			hash = (31 * hash) + data[i];
-		}
-		return hash;
-	}
-
-	/**
-	 * Writes a zero-compressed encoded int to a byte array.
-	 * 
-	 * @param byteStream
-	 *            the byte array/stream
-	 * @param i
-	 *            the int
-	 */
-	public static void writeVInt(DataOutput byteStream, int i)
-			throws IOException {
-		writeVLong(byteStream, i);
-	}
-
-	/**
-	 * Write a zero-compressed encoded long to a byte array.
-	 * 
-	 * @param byteStream
-	 *            the byte array/stream
-	 * @param l
-	 *            the long
-	 */
-	public static void writeVLong(DataOutput byteStream, long l)
-			throws IOException {
-		if (l >= -112 && l <= 127) {
-			byteStream.write((byte) l);
-			return;
-		}
-
-		int len = -112;
-		if (l < 0) {
-			l ^= -1L; // take one's complement'
-			len = -120;
-		}
-
-		long tmp = l;
-		while (tmp != 0) {
-			tmp = tmp >> 8;
-			len--;
-		}
-
-		byteStream.write((byte) len);
-
-		len = (len < -120) ? -(len + 120) : -(len + 112);
-
-		for (int idx = len; idx != 0; idx--) {
-			int shiftbits = (idx - 1) * 8;
-			long mask = 0xFFL << shiftbits;
-			byteStream.write((byte) ((l & mask) >> shiftbits));
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyColumnarObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyColumnarObjectInspector.java
deleted file mode 100644
index b20f185..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyColumnarObjectInspector.java
+++ /dev/null
@@ -1,80 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
-
-import java.io.Serializable;
-import java.util.List;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StandardStructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyColumnar;
-
-/**
- * ObjectInspector for LazyColumnar.
- * 
- * @see LazyColumnar
- */
-public class LazyColumnarObjectInspector extends StandardStructObjectInspector
-		implements Serializable {
-
-	private static final long serialVersionUID = 1L;
-
-	public LazyColumnarObjectInspector(List<String> structFieldNames,
-			List<ObjectInspector> structFieldObjectInspectors) {
-		super(structFieldNames, structFieldObjectInspectors);
-	}
-
-	public LazyColumnarObjectInspector(List<StructField> fields) {
-		super(fields);
-	}
-
-	@Override
-	public Object getStructFieldData(Object data, StructField fieldRef) {
-		if (data == null) {
-			return null;
-		}
-		LazyColumnar struct = (LazyColumnar) data;
-		MyField f = (MyField) fieldRef;
-
-		int fieldID = f.getFieldID();
-		assert (fieldID >= 0 && fieldID < fields.size());
-
-		Object column = struct.getField(fieldID);
-		return column;
-	}
-
-	@Override
-	public List<Object> getStructFieldsDataAsList(Object data) {
-		if (data == null) {
-			return null;
-		}
-		LazyColumnar struct = (LazyColumnar) data;
-		return struct.getFieldsAsList();
-	}
-
-	public String toString() {
-		String str = "";
-		for (MyField f : fields) {
-			str += f.getFieldName() + ":"
-					+ f.getFieldObjectInspector().getTypeName() + "  ";
-		}
-		return str;
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyListObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyListObjectInspector.java
deleted file mode 100644
index dc4e85b..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyListObjectInspector.java
+++ /dev/null
@@ -1,62 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
-
-import java.util.List;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StandardListObjectInspector;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyArray;
-
-/**
- * ObjectInspector for LazyList.
- */
-public class LazyListObjectInspector extends StandardListObjectInspector {
-
-	protected LazyListObjectInspector(ObjectInspector listElementObjectInspector) {
-		super(listElementObjectInspector);
-	}
-
-	@Override
-	public List<?> getList(Object data) {
-		if (data == null) {
-			return null;
-		}
-		LazyArray array = (LazyArray) data;
-		return array.getList();
-	}
-
-	@Override
-	public Object getListElement(Object data, int index) {
-		if (data == null) {
-			return null;
-		}
-		LazyArray array = (LazyArray) data;
-		return array.getListElementObject(index);
-	}
-
-	@Override
-	public int getListLength(Object data) {
-		if (data == null) {
-			return -1;
-		}
-		LazyArray array = (LazyArray) data;
-		return array.getListLength();
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyMapObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyMapObjectInspector.java
deleted file mode 100644
index a3be142..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyMapObjectInspector.java
+++ /dev/null
@@ -1,62 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
-
-import java.util.Map;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StandardMapObjectInspector;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyMap;
-
-/**
- * ObjectInspector for LazyMap.
- * 
- * @see LazyMap
- */
-public class LazyMapObjectInspector extends StandardMapObjectInspector {
-
-	protected LazyMapObjectInspector(ObjectInspector mapKeyObjectInspector,
-			ObjectInspector mapValueObjectInspector) {
-		super(mapKeyObjectInspector, mapValueObjectInspector);
-	}
-
-	@Override
-	public Map<?, ?> getMap(Object data) {
-		if (data == null) {
-			return null;
-		}
-		return ((LazyMap) data).getMap();
-	}
-
-	@Override
-	public int getMapSize(Object data) {
-		if (data == null) {
-			return -1;
-		}
-		return ((LazyMap) data).getMapSize();
-	}
-
-	@Override
-	public Object getMapValueElement(Object data, Object key) {
-		if (data == null) {
-			return -1;
-		}
-		return ((LazyMap) data).getMapValueElement(key);
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyObjectInspectorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyObjectInspectorFactory.java
deleted file mode 100644
index 439b130..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyObjectInspectorFactory.java
+++ /dev/null
@@ -1,93 +0,0 @@
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
-
-import java.util.ArrayList;
-import java.util.List;
-import java.util.concurrent.ConcurrentHashMap;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-
-/**
- * ObjectInspectorFactory is the primary way to create new ObjectInspector
- * instances.
- * 
- * SerDe classes should call the static functions in this library to create an
- * ObjectInspector to return to the caller of SerDe2.getObjectInspector().
- * 
- * The reason of having caches here is that ObjectInspectors do not have an
- * internal state - so ObjectInspectors with the same construction parameters
- * should result in exactly the same ObjectInspector.
- */
-
-public final class LazyObjectInspectorFactory {
-
-	static ConcurrentHashMap<ArrayList<Object>, LazyColumnarObjectInspector> cachedLazyColumnarObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyColumnarObjectInspector>();
-
-	static ConcurrentHashMap<ArrayList<Object>, LazyStructObjectInspector> cachedLazyStructObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyStructObjectInspector>();
-
-	static ConcurrentHashMap<ArrayList<Object>, LazyListObjectInspector> cachedLazyListObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyListObjectInspector>();
-
-	static ConcurrentHashMap<ArrayList<Object>, LazyMapObjectInspector> cachedLazyMapObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyMapObjectInspector>();
-
-	public static LazyColumnarObjectInspector getLazyColumnarObjectInspector(
-			List<String> structFieldNames,
-			List<ObjectInspector> structFieldObjectInspectors) {
-		ArrayList<Object> signature = new ArrayList<Object>();
-		signature.add(structFieldNames);
-		signature.add(structFieldObjectInspectors);
-		LazyColumnarObjectInspector result = cachedLazyColumnarObjectInspector
-				.get(signature);
-		if (result == null) {
-			result = new LazyColumnarObjectInspector(structFieldNames,
-					structFieldObjectInspectors);
-			cachedLazyColumnarObjectInspector.put(signature, result);
-		}
-		return result;
-	}
-
-	public static LazyStructObjectInspector getLazyStructObjectInspector(
-			List<String> structFieldNames,
-			List<ObjectInspector> structFieldObjectInspectors) {
-		ArrayList<Object> signature = new ArrayList<Object>();
-		signature.add(structFieldNames);
-		signature.add(structFieldObjectInspectors);
-		LazyStructObjectInspector result = cachedLazyStructObjectInspector
-				.get(signature);
-		if (result == null) {
-			result = new LazyStructObjectInspector(structFieldNames,
-					structFieldObjectInspectors);
-			cachedLazyStructObjectInspector.put(signature, result);
-		}
-		return result;
-	}
-
-	public static LazyListObjectInspector getLazyListObjectInspector(
-			ObjectInspector listElementInspector) {
-		ArrayList<Object> signature = new ArrayList<Object>();
-		signature.add(listElementInspector);
-		LazyListObjectInspector result = cachedLazyListObjectInspector
-				.get(signature);
-		if (result == null) {
-			result = new LazyListObjectInspector(listElementInspector);
-			cachedLazyListObjectInspector.put(signature, result);
-		}
-		return result;
-	}
-
-	public static LazyMapObjectInspector getLazyMapObjectInspector(
-			ObjectInspector keyInspector, ObjectInspector valueInspector) {
-		ArrayList<Object> signature = new ArrayList<Object>();
-		signature.add(keyInspector);
-		signature.add(valueInspector);
-		LazyMapObjectInspector result = cachedLazyMapObjectInspector
-				.get(signature);
-		if (result == null) {
-			result = new LazyMapObjectInspector(keyInspector, valueInspector);
-			cachedLazyMapObjectInspector.put(signature, result);
-		}
-		return result;
-	}
-
-	private LazyObjectInspectorFactory() {
-		// prevent instantiation
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyStructObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyStructObjectInspector.java
deleted file mode 100644
index 1a50233..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/LazyStructObjectInspector.java
+++ /dev/null
@@ -1,66 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector;
-
-import java.util.List;
-
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StandardStructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyStruct;
-
-/**
- * ObjectInspector for LazyStruct.
- * 
- * @see LazyStruct
- */
-public class LazyStructObjectInspector extends StandardStructObjectInspector {
-
-	protected LazyStructObjectInspector(List<String> structFieldNames,
-			List<ObjectInspector> structFieldObjectInspectors) {
-		super(structFieldNames, structFieldObjectInspectors);
-	}
-
-	protected LazyStructObjectInspector(List<StructField> fields) {
-		super(fields);
-	}
-
-	@Override
-	public Object getStructFieldData(Object data, StructField fieldRef) {
-		if (data == null) {
-			return null;
-		}
-		LazyStruct struct = (LazyStruct) data;
-		MyField f = (MyField) fieldRef;
-
-		int fieldID = f.getFieldID();
-		assert (fieldID >= 0 && fieldID < fields.size());
-
-		return struct.getField(fieldID);
-	}
-
-	@Override
-	public List<Object> getStructFieldsDataAsList(Object data) {
-		if (data == null) {
-			return null;
-		}
-		LazyStruct struct = (LazyStruct) data;
-		return struct.getFieldsAsList();
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/AbstractPrimitiveLazyObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/AbstractPrimitiveLazyObjectInspector.java
deleted file mode 100644
index 7ef8bdd..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/AbstractPrimitiveLazyObjectInspector.java
+++ /dev/null
@@ -1,49 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.AbstractPrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils.PrimitiveTypeEntry;
-import org.apache.hadoop.io.Writable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyPrimitive;
-
-/**
- * An AbstractPrimitiveLazyObjectInspector for a LazyPrimitive object.
- */
-public abstract class AbstractPrimitiveLazyObjectInspector<T extends Writable>
-		extends AbstractPrimitiveObjectInspector {
-
-	protected AbstractPrimitiveLazyObjectInspector(PrimitiveTypeEntry typeEntry) {
-		super(typeEntry);
-	}
-
-	@SuppressWarnings("unchecked")
-	@Override
-	public T getPrimitiveWritableObject(Object o) {
-		if (o == null)
-			System.out.println("sth. wrong");
-		return o == null ? null : ((LazyPrimitive<?, T>) o).getWritableObject();
-	}
-
-	@Override
-	public boolean preferWritable() {
-		return true;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyBooleanObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyBooleanObjectInspector.java
deleted file mode 100644
index 472dce0..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyBooleanObjectInspector.java
+++ /dev/null
@@ -1,51 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.BooleanObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.io.BooleanWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyBoolean;
-
-/**
- * A WritableBooleanObjectInspector inspects a BooleanWritable Object.
- */
-public class LazyBooleanObjectInspector extends
-		AbstractPrimitiveLazyObjectInspector<BooleanWritable> implements
-		BooleanObjectInspector {
-
-	LazyBooleanObjectInspector() {
-		super(PrimitiveObjectInspectorUtils.booleanTypeEntry);
-	}
-
-	@Override
-	public boolean get(Object o) {
-		return getPrimitiveWritableObject(o).get();
-	}
-
-	@Override
-	public Object copyObject(Object o) {
-		return o == null ? null : new LazyBoolean((LazyBoolean) o);
-	}
-
-	@Override
-	public Object getPrimitiveJavaObject(Object o) {
-		return o == null ? null : Boolean.valueOf(get(o));
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyByteObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyByteObjectInspector.java
deleted file mode 100644
index e631fc7..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyByteObjectInspector.java
+++ /dev/null
@@ -1,51 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.ByteObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.io.ByteWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyByte;
-
-/**
- * A WritableByteObjectInspector inspects a ByteWritable Object.
- */
-public class LazyByteObjectInspector extends
-		AbstractPrimitiveLazyObjectInspector<ByteWritable> implements
-		ByteObjectInspector {
-
-	LazyByteObjectInspector() {
-		super(PrimitiveObjectInspectorUtils.byteTypeEntry);
-	}
-
-	@Override
-	public byte get(Object o) {
-		return getPrimitiveWritableObject(o).get();
-	}
-
-	@Override
-	public Object copyObject(Object o) {
-		return o == null ? null : new LazyByte((LazyByte) o);
-	}
-
-	@Override
-	public Object getPrimitiveJavaObject(Object o) {
-		return o == null ? null : Byte.valueOf(get(o));
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyDoubleObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyDoubleObjectInspector.java
deleted file mode 100644
index 1257f11..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyDoubleObjectInspector.java
+++ /dev/null
@@ -1,51 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.io.DoubleWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyDouble;
-
-/**
- * A WritableDoubleObjectInspector inspects a DoubleWritable Object.
- */
-public class LazyDoubleObjectInspector extends
-		AbstractPrimitiveLazyObjectInspector<DoubleWritable> implements
-		DoubleObjectInspector {
-
-	LazyDoubleObjectInspector() {
-		super(PrimitiveObjectInspectorUtils.doubleTypeEntry);
-	}
-
-	@Override
-	public double get(Object o) {
-		return getPrimitiveWritableObject(o).get();
-	}
-
-	@Override
-	public Object copyObject(Object o) {
-		return o == null ? null : new LazyDouble((LazyDouble) o);
-	}
-
-	@Override
-	public Object getPrimitiveJavaObject(Object o) {
-		return o == null ? null : Double.valueOf(get(o));
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyFloatObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyFloatObjectInspector.java
deleted file mode 100644
index c66a06f..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyFloatObjectInspector.java
+++ /dev/null
@@ -1,51 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.io.FloatWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyFloat;
-
-/**
- * A FloatObjectInspector inspects a FloatWritable Object.
- */
-public class LazyFloatObjectInspector extends
-		AbstractPrimitiveLazyObjectInspector<FloatWritable> implements
-		FloatObjectInspector {
-
-	LazyFloatObjectInspector() {
-		super(PrimitiveObjectInspectorUtils.floatTypeEntry);
-	}
-
-	@Override
-	public float get(Object o) {
-		return getPrimitiveWritableObject(o).get();
-	}
-
-	@Override
-	public Object copyObject(Object o) {
-		return o == null ? null : new LazyFloat((LazyFloat) o);
-	}
-
-	@Override
-	public Object getPrimitiveJavaObject(Object o) {
-		return o == null ? null : Float.valueOf(get(o));
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyIntObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyIntObjectInspector.java
deleted file mode 100644
index b2159e0..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyIntObjectInspector.java
+++ /dev/null
@@ -1,51 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.IntObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.io.IntWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyInteger;
-
-/**
- * A WritableIntObjectInspector inspects a IntWritable Object.
- */
-public class LazyIntObjectInspector extends
-		AbstractPrimitiveLazyObjectInspector<IntWritable> implements
-		IntObjectInspector {
-
-	LazyIntObjectInspector() {
-		super(PrimitiveObjectInspectorUtils.intTypeEntry);
-	}
-
-	@Override
-	public int get(Object o) {
-		return getPrimitiveWritableObject(o).get();
-	}
-
-	@Override
-	public Object copyObject(Object o) {
-		return o == null ? null : new LazyInteger((LazyInteger) o);
-	}
-
-	@Override
-	public Object getPrimitiveJavaObject(Object o) {
-		return o == null ? null : Integer.valueOf(get(o));
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyLongObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyLongObjectInspector.java
deleted file mode 100644
index 1fc2d53..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyLongObjectInspector.java
+++ /dev/null
@@ -1,51 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.io.LongWritable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyLong;
-
-/**
- * A WritableLongObjectInspector inspects a LongWritable Object.
- */
-public class LazyLongObjectInspector extends
-		AbstractPrimitiveLazyObjectInspector<LongWritable> implements
-		LongObjectInspector {
-
-	LazyLongObjectInspector() {
-		super(PrimitiveObjectInspectorUtils.longTypeEntry);
-	}
-
-	@Override
-	public long get(Object o) {
-		return getPrimitiveWritableObject(o).get();
-	}
-
-	@Override
-	public Object copyObject(Object o) {
-		return o == null ? null : new LazyLong((LazyLong) o);
-	}
-
-	@Override
-	public Object getPrimitiveJavaObject(Object o) {
-		return o == null ? null : Long.valueOf(get(o));
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyPrimitiveObjectInspectorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyPrimitiveObjectInspectorFactory.java
deleted file mode 100644
index 134dc5a..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyPrimitiveObjectInspectorFactory.java
+++ /dev/null
@@ -1,99 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import java.util.ArrayList;
-import java.util.concurrent.ConcurrentHashMap;
-
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory;
-
-/**
- * LazyPrimitiveObjectInspectorFactory is the primary way to create new
- * ObjectInspector instances.
- * 
- * SerDe classes should call the static functions in this library to create an
- * ObjectInspector to return to the caller of SerDe2.getObjectInspector().
- * 
- * The reason of having caches here is that ObjectInspector is because
- * ObjectInspectors do not have an internal state - so ObjectInspectors with the
- * same construction parameters should result in exactly the same
- * ObjectInspector.
- */
-public final class LazyPrimitiveObjectInspectorFactory {
-
-	public static final LazyBooleanObjectInspector LAZY_BOOLEAN_OBJECT_INSPECTOR = new LazyBooleanObjectInspector();
-	public static final LazyByteObjectInspector LAZY_BYTE_OBJECT_INSPECTOR = new LazyByteObjectInspector();
-	public static final LazyShortObjectInspector LAZY_SHORT_OBJECT_INSPECTOR = new LazyShortObjectInspector();
-	public static final LazyIntObjectInspector LAZY_INT_OBJECT_INSPECTOR = new LazyIntObjectInspector();
-	public static final LazyLongObjectInspector LAZY_LONG_OBJECT_INSPECTOR = new LazyLongObjectInspector();
-	public static final LazyFloatObjectInspector LAZY_FLOAT_OBJECT_INSPECTOR = new LazyFloatObjectInspector();
-	public static final LazyDoubleObjectInspector LAZY_DOUBLE_OBJECT_INSPECTOR = new LazyDoubleObjectInspector();
-	public static final LazyVoidObjectInspector LAZY_VOID_OBJECT_INSPECTOR = new LazyVoidObjectInspector();
-
-	static ConcurrentHashMap<ArrayList<Object>, LazyStringObjectInspector> cachedLazyStringObjectInspector = new ConcurrentHashMap<ArrayList<Object>, LazyStringObjectInspector>();
-
-	public static LazyStringObjectInspector getLazyStringObjectInspector(
-			boolean escaped, byte escapeChar) {
-		ArrayList<Object> signature = new ArrayList<Object>();
-		signature.add(Boolean.valueOf(escaped));
-		signature.add(Byte.valueOf(escapeChar));
-		LazyStringObjectInspector result = cachedLazyStringObjectInspector
-				.get(signature);
-		if (result == null) {
-			result = new LazyStringObjectInspector(escaped, escapeChar);
-			cachedLazyStringObjectInspector.put(signature, result);
-		}
-		return result;
-	}
-
-	public static AbstractPrimitiveLazyObjectInspector<?> getLazyObjectInspector(
-			PrimitiveCategory primitiveCategory, boolean escaped,
-			byte escapeChar) {
-
-		switch (primitiveCategory) {
-		case BOOLEAN:
-			return LAZY_BOOLEAN_OBJECT_INSPECTOR;
-		case BYTE:
-			return LAZY_BYTE_OBJECT_INSPECTOR;
-		case SHORT:
-			return LAZY_SHORT_OBJECT_INSPECTOR;
-		case INT:
-			return LAZY_INT_OBJECT_INSPECTOR;
-		case LONG:
-			return LAZY_LONG_OBJECT_INSPECTOR;
-		case FLOAT:
-			return LAZY_FLOAT_OBJECT_INSPECTOR;
-		case DOUBLE:
-			return LAZY_DOUBLE_OBJECT_INSPECTOR;
-		case STRING:
-			return getLazyStringObjectInspector(escaped, escapeChar);
-		case VOID:
-			return LAZY_VOID_OBJECT_INSPECTOR;
-		default:
-			throw new RuntimeException(
-					"Internal error: Cannot find ObjectInspector " + " for "
-							+ primitiveCategory);
-		}
-	}
-
-	private LazyPrimitiveObjectInspectorFactory() {
-		// prevent instantiation
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyShortObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyShortObjectInspector.java
deleted file mode 100644
index cb06dfd..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyShortObjectInspector.java
+++ /dev/null
@@ -1,51 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.io.ShortWritable;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.ShortObjectInspector;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyShort;
-
-/**
- * A WritableShortObjectInspector inspects a ShortWritable Object.
- */
-public class LazyShortObjectInspector extends
-		AbstractPrimitiveLazyObjectInspector<ShortWritable> implements
-		ShortObjectInspector {
-
-	LazyShortObjectInspector() {
-		super(PrimitiveObjectInspectorUtils.shortTypeEntry);
-	}
-
-	@Override
-	public short get(Object o) {
-		return getPrimitiveWritableObject(o).get();
-	}
-
-	@Override
-	public Object copyObject(Object o) {
-		return o == null ? null : new LazyShort((LazyShort) o);
-	}
-
-	@Override
-	public Object getPrimitiveJavaObject(Object o) {
-		return o == null ? null : Short.valueOf(get(o));
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyStringObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyStringObjectInspector.java
deleted file mode 100644
index 5832f34..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyStringObjectInspector.java
+++ /dev/null
@@ -1,66 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector;
-import org.apache.hadoop.io.Text;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyString;
-
-/**
- * A WritableStringObjectInspector inspects a Text Object.
- */
-public class LazyStringObjectInspector extends
-		AbstractPrimitiveLazyObjectInspector<Text> implements
-		StringObjectInspector {
-
-	boolean escaped;
-	byte escapeChar;
-
-	LazyStringObjectInspector(boolean escaped, byte escapeChar) {
-		super(PrimitiveObjectInspectorUtils.stringTypeEntry);
-		this.escaped = escaped;
-		this.escapeChar = escapeChar;
-	}
-
-	@Override
-	public Object copyObject(Object o) {
-		return o == null ? null : new LazyString((LazyString) o);
-	}
-
-	@Override
-	public Text getPrimitiveWritableObject(Object o) {
-		return o == null ? null : ((LazyString) o).getWritableObject();
-	}
-
-	@Override
-	public String getPrimitiveJavaObject(Object o) {
-		return o == null ? null : ((LazyString) o).getWritableObject()
-				.toString();
-	}
-
-	public boolean isEscaped() {
-		return escaped;
-	}
-
-	public byte getEscapeChar() {
-		return escapeChar;
-	}
-
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyVoidObjectInspector.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyVoidObjectInspector.java
deleted file mode 100644
index a30f1af..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/LazyVoidObjectInspector.java
+++ /dev/null
@@ -1,44 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.VoidObjectInspector;
-import org.apache.hadoop.io.NullWritable;
-
-/**
- * A WritableVoidObjectInspector inspects a NullWritable Object.
- */
-public class LazyVoidObjectInspector extends
-		AbstractPrimitiveLazyObjectInspector<NullWritable> implements
-		VoidObjectInspector {
-
-	LazyVoidObjectInspector() {
-		super(PrimitiveObjectInspectorUtils.voidTypeEntry);
-	}
-
-	@Override
-	public Object copyObject(Object o) {
-		return o;
-	}
-
-	@Override
-	public Object getPrimitiveJavaObject(Object o) {
-		throw new RuntimeException("Internal error: cannot create Void object.");
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/PrimitiveObjectInspectorFactory.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/PrimitiveObjectInspectorFactory.java
deleted file mode 100644
index e70bdb9..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/lazy/objectinspector/primitive/PrimitiveObjectInspectorFactory.java
+++ /dev/null
@@ -1,89 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.serde.lazy.objectinspector.primitive;
-
-import java.util.HashMap;
-
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory;
-
-/**
- * PrimitiveObjectInspectorFactory is the primary way to create new
- * PrimitiveObjectInspector instances.
- * 
- * The reason of having caches here is that ObjectInspector is because
- * ObjectInspectors do not have an internal state - so ObjectInspectors with the
- * same construction parameters should result in exactly the same
- * ObjectInspector.
- */
-public final class PrimitiveObjectInspectorFactory {
-
-	public static final LazyBooleanObjectInspector LazyBooleanObjectInspector = new LazyBooleanObjectInspector();
-	public static final LazyByteObjectInspector LazyByteObjectInspector = new LazyByteObjectInspector();
-	public static final LazyShortObjectInspector LazyShortObjectInspector = new LazyShortObjectInspector();
-	public static final LazyIntObjectInspector LazyIntObjectInspector = new LazyIntObjectInspector();
-	public static final LazyLongObjectInspector LazyLongObjectInspector = new LazyLongObjectInspector();
-	public static final LazyFloatObjectInspector LazyFloatObjectInspector = new LazyFloatObjectInspector();
-	public static final LazyDoubleObjectInspector LazyDoubleObjectInspector = new LazyDoubleObjectInspector();
-	public static final LazyStringObjectInspector LazyStringObjectInspector = new LazyStringObjectInspector(
-			false, (byte) '\\');
-	public static final LazyVoidObjectInspector LazyVoidObjectInspector = new LazyVoidObjectInspector();
-
-	private static HashMap<PrimitiveCategory, AbstractPrimitiveLazyObjectInspector<?>> cachedPrimitiveLazyInspectorCache = new HashMap<PrimitiveCategory, AbstractPrimitiveLazyObjectInspector<?>>();
-
-	static {
-		cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.BOOLEAN,
-				LazyBooleanObjectInspector);
-		cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.BYTE,
-				LazyByteObjectInspector);
-		cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.SHORT,
-				LazyShortObjectInspector);
-		cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.INT,
-				LazyIntObjectInspector);
-		cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.LONG,
-				LazyLongObjectInspector);
-		cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.FLOAT,
-				LazyFloatObjectInspector);
-		cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.DOUBLE,
-				LazyDoubleObjectInspector);
-		cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.STRING,
-				LazyStringObjectInspector);
-		cachedPrimitiveLazyInspectorCache.put(PrimitiveCategory.VOID,
-				LazyVoidObjectInspector);
-	}
-
-	/**
-	 * Returns the PrimitiveWritableObjectInspector for the PrimitiveCategory.
-	 * 
-	 * @param primitiveCategory
-	 */
-	public static AbstractPrimitiveLazyObjectInspector<?> getPrimitiveLazyObjectInspector(
-			PrimitiveCategory primitiveCategory) {
-		AbstractPrimitiveLazyObjectInspector<?> result = cachedPrimitiveLazyInspectorCache
-				.get(primitiveCategory);
-		if (result == null) {
-			throw new RuntimeException(
-					"Internal error: Cannot find ObjectInspector " + " for "
-							+ primitiveCategory);
-		}
-		return result;
-	}
-
-	private PrimitiveObjectInspectorFactory() {
-		// prevent instantiation
-	}
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/parser/IHiveParser.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/parser/IHiveParser.java
deleted file mode 100644
index aeea68f..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/parser/IHiveParser.java
+++ /dev/null
@@ -1,17 +0,0 @@
-package edu.uci.ics.hivesterix.serde.parser;
-
-import java.io.IOException;
-
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-
-public interface IHiveParser {
-	/**
-	 * parse one hive rwo into
-	 * 
-	 * @param row
-	 * @param objectInspector
-	 * @param tb
-	 */
-	public void parse(byte[] data, int start, int length, ArrayTupleBuilder tb)
-			throws IOException;
-}
diff --git a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/parser/TextToBinaryTupleParser.java b/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/parser/TextToBinaryTupleParser.java
deleted file mode 100644
index 3aeb058..0000000
--- a/hivesterix/src/main/java/edu/uci/ics/hivesterix/serde/parser/TextToBinaryTupleParser.java
+++ /dev/null
@@ -1,184 +0,0 @@
-package edu.uci.ics.hivesterix.serde.parser;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.util.List;
-
-import org.apache.hadoop.hive.serde2.lazy.LazyInteger;
-import org.apache.hadoop.hive.serde2.lazy.LazyLong;
-import org.apache.hadoop.hive.serde2.lazy.LazyShort;
-import org.apache.hadoop.hive.serde2.lazy.objectinspector.LazySimpleStructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.io.Text;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazyUtils;
-import edu.uci.ics.hyracks.algebricks.common.exceptions.NotImplementedException;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-
-public class TextToBinaryTupleParser implements IHiveParser {
-	private int[] invertedIndex;
-	private int[] fieldEnds;
-	private int lastNecessaryFieldIndex;
-	private LazySimpleStructObjectInspector inputObjectInspector;
-	private List<? extends StructField> fieldRefs;
-
-	public TextToBinaryTupleParser(int[] outputColumnsOffset,
-			ObjectInspector structInspector) {
-		int size = 0;
-		for (int i = 0; i < outputColumnsOffset.length; i++)
-			if (outputColumnsOffset[i] >= 0)
-				size++;
-		invertedIndex = new int[size];
-		for (int i = 0; i < outputColumnsOffset.length; i++)
-			if (outputColumnsOffset[i] >= 0) {
-				invertedIndex[outputColumnsOffset[i]] = i;
-				lastNecessaryFieldIndex = i;
-			}
-		fieldEnds = new int[outputColumnsOffset.length];
-		for (int i = 0; i < fieldEnds.length; i++)
-			fieldEnds[i] = 0;
-		inputObjectInspector = (LazySimpleStructObjectInspector) structInspector;
-		fieldRefs = inputObjectInspector.getAllStructFieldRefs();
-	}
-
-	@Override
-	public void parse(byte[] bytes, int start, int length, ArrayTupleBuilder tb)
-			throws IOException {
-		byte separator = inputObjectInspector.getSeparator();
-		boolean lastColumnTakesRest = inputObjectInspector
-				.getLastColumnTakesRest();
-		boolean isEscaped = inputObjectInspector.isEscaped();
-		byte escapeChar = inputObjectInspector.getEscapeChar();
-		DataOutput output = tb.getDataOutput();
-
-		int structByteEnd = start + length - 1;
-		int fieldId = 0;
-		int fieldByteEnd = start;
-
-		// Go through all bytes in the byte[]
-		while (fieldByteEnd <= structByteEnd
-				&& fieldId <= lastNecessaryFieldIndex) {
-			if (fieldByteEnd == structByteEnd
-					|| bytes[fieldByteEnd] == separator) {
-				// Reached the end of a field?
-				if (lastColumnTakesRest && fieldId == fieldEnds.length - 1) {
-					fieldByteEnd = structByteEnd;
-				}
-				fieldEnds[fieldId] = fieldByteEnd;
-				if (fieldId == fieldEnds.length - 1
-						|| fieldByteEnd == structByteEnd) {
-					// for the case of null fields
-					for (int i = fieldId; i < fieldEnds.length; i++) {
-						fieldEnds[i] = fieldByteEnd;
-					}
-					break;
-				}
-				fieldByteEnd++;
-				fieldId++;
-			} else {
-				if (isEscaped && bytes[fieldByteEnd] == escapeChar
-						&& fieldByteEnd + 1 < structByteEnd) {
-					// ignore the char after escape_char
-					fieldByteEnd += 2;
-				} else {
-					fieldByteEnd++;
-				}
-			}
-		}
-
-		for (int i = 0; i < invertedIndex.length; i++) {
-			int index = invertedIndex[i];
-			StructField fieldRef = fieldRefs.get(index);
-			ObjectInspector inspector = fieldRef.getFieldObjectInspector();
-			Category category = inspector.getCategory();
-			int fieldStart = index == 0 ? 0 : fieldEnds[index - 1] + 1;
-			int fieldEnd = fieldEnds[index];
-			if (bytes[fieldEnd] == separator)
-				fieldEnd--;
-			int fieldLen = fieldEnd - fieldStart + 1;
-			switch (category) {
-			case PRIMITIVE:
-				PrimitiveObjectInspector poi = (PrimitiveObjectInspector) inspector;
-				switch (poi.getPrimitiveCategory()) {
-				case VOID: {
-					break;
-				}
-				case BOOLEAN: {
-					output.write(bytes[fieldStart]);
-					break;
-				}
-				case BYTE: {
-					output.write(bytes[fieldStart]);
-					break;
-				}
-				case SHORT: {
-					short v = LazyShort.parseShort(bytes, fieldStart, fieldLen);
-					output.write((byte) (v >> 8));
-					output.write((byte) (v));
-					break;
-				}
-				case INT: {
-					int v = LazyInteger.parseInt(bytes, fieldStart, fieldLen);
-					LazyUtils.writeVInt(output, v);
-					break;
-				}
-				case LONG: {
-					long v = LazyLong.parseLong(bytes, fieldStart, fieldLen);
-					LazyUtils.writeVLong(output, v);
-					break;
-				}
-				case FLOAT: {
-					float value = Float.parseFloat(Text.decode(bytes,
-							fieldStart, fieldLen));
-					int v = Float.floatToIntBits(value);
-					output.write((byte) (v >> 24));
-					output.write((byte) (v >> 16));
-					output.write((byte) (v >> 8));
-					output.write((byte) (v));
-					break;
-				}
-				case DOUBLE: {
-					try {
-						double value = Double.parseDouble(Text.decode(bytes,
-								fieldStart, fieldLen));
-						long v = Double.doubleToLongBits(value);
-						output.write((byte) (v >> 56));
-						output.write((byte) (v >> 48));
-						output.write((byte) (v >> 40));
-						output.write((byte) (v >> 32));
-						output.write((byte) (v >> 24));
-						output.write((byte) (v >> 16));
-						output.write((byte) (v >> 8));
-						output.write((byte) (v));
-					} catch (NumberFormatException e) {
-						throw e;
-					}
-					break;
-				}
-				case STRING: {
-					LazyUtils.writeVInt(output, fieldLen);
-					output.write(bytes, fieldStart, fieldLen);
-					break;
-				}
-				default: {
-					throw new RuntimeException("Unrecognized type: "
-							+ poi.getPrimitiveCategory());
-				}
-				}
-				break;
-			case STRUCT:
-				throw new NotImplementedException("Unrecognized type: struct ");
-			case LIST:
-				throw new NotImplementedException("Unrecognized type: struct ");
-			case MAP:
-				throw new NotImplementedException("Unrecognized type: struct ");
-			case UNION:
-				throw new NotImplementedException("Unrecognized type: struct ");
-			}
-			tb.addFieldEndOffset();
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/Driver.java b/hivesterix/src/main/java/org/apache/hadoop/hive/ql/Driver.java
deleted file mode 100644
index 57e2cc0..0000000
--- a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/Driver.java
+++ /dev/null
@@ -1,1441 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.hadoop.hive.ql;
-
-import java.io.DataInput;
-import java.io.FileInputStream;
-import java.io.FileOutputStream;
-import java.io.IOException;
-import java.io.PrintWriter;
-import java.io.Serializable;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.Iterator;
-import java.util.LinkedList;
-import java.util.List;
-import java.util.Map;
-import java.util.Queue;
-import java.util.Set;
-
-import org.apache.commons.lang.StringUtils;
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.fs.FSDataInputStream;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.common.JavaUtils;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.metastore.MetaStoreUtils;
-import org.apache.hadoop.hive.metastore.api.FieldSchema;
-import org.apache.hadoop.hive.metastore.api.Schema;
-import org.apache.hadoop.hive.ql.exec.ConditionalTask;
-import org.apache.hadoop.hive.ql.exec.ExecDriver;
-import org.apache.hadoop.hive.ql.exec.FetchTask;
-import org.apache.hadoop.hive.ql.exec.MapRedTask;
-import org.apache.hadoop.hive.ql.exec.Operator;
-import org.apache.hadoop.hive.ql.exec.StatsTask;
-import org.apache.hadoop.hive.ql.exec.TableScanOperator;
-import org.apache.hadoop.hive.ql.exec.Task;
-import org.apache.hadoop.hive.ql.exec.TaskFactory;
-import org.apache.hadoop.hive.ql.exec.TaskResult;
-import org.apache.hadoop.hive.ql.exec.TaskRunner;
-import org.apache.hadoop.hive.ql.exec.Utilities;
-import org.apache.hadoop.hive.ql.history.HiveHistory.Keys;
-import org.apache.hadoop.hive.ql.hooks.ExecuteWithHookContext;
-import org.apache.hadoop.hive.ql.hooks.Hook;
-import org.apache.hadoop.hive.ql.hooks.HookContext;
-import org.apache.hadoop.hive.ql.hooks.PostExecute;
-import org.apache.hadoop.hive.ql.hooks.PreExecute;
-import org.apache.hadoop.hive.ql.hooks.ReadEntity;
-import org.apache.hadoop.hive.ql.hooks.WriteEntity;
-import org.apache.hadoop.hive.ql.lockmgr.HiveLock;
-import org.apache.hadoop.hive.ql.lockmgr.HiveLockManager;
-import org.apache.hadoop.hive.ql.lockmgr.HiveLockManagerCtx;
-import org.apache.hadoop.hive.ql.lockmgr.HiveLockMode;
-import org.apache.hadoop.hive.ql.lockmgr.HiveLockObj;
-import org.apache.hadoop.hive.ql.lockmgr.HiveLockObject;
-import org.apache.hadoop.hive.ql.lockmgr.HiveLockObject.HiveLockObjectData;
-import org.apache.hadoop.hive.ql.lockmgr.LockException;
-import org.apache.hadoop.hive.ql.metadata.AuthorizationException;
-import org.apache.hadoop.hive.ql.metadata.DummyPartition;
-import org.apache.hadoop.hive.ql.metadata.Hive;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.metadata.HiveUtils;
-import org.apache.hadoop.hive.ql.metadata.Partition;
-import org.apache.hadoop.hive.ql.metadata.Table;
-import org.apache.hadoop.hive.ql.optimizer.ppr.PartitionPruner;
-import org.apache.hadoop.hive.ql.parse.ASTNode;
-import org.apache.hadoop.hive.ql.parse.AbstractSemanticAnalyzerHook;
-import org.apache.hadoop.hive.ql.parse.BaseSemanticAnalyzer;
-import org.apache.hadoop.hive.ql.parse.ErrorMsg;
-import org.apache.hadoop.hive.ql.parse.HiveSemanticAnalyzerHookContext;
-import org.apache.hadoop.hive.ql.parse.HiveSemanticAnalyzerHookContextImpl;
-import org.apache.hadoop.hive.ql.parse.ParseContext;
-import org.apache.hadoop.hive.ql.parse.ParseDriver;
-import org.apache.hadoop.hive.ql.parse.ParseException;
-import org.apache.hadoop.hive.ql.parse.ParseUtils;
-import org.apache.hadoop.hive.ql.parse.PrunedPartitionList;
-import org.apache.hadoop.hive.ql.parse.SemanticAnalyzer;
-import org.apache.hadoop.hive.ql.parse.SemanticAnalyzerFactory;
-import org.apache.hadoop.hive.ql.parse.SemanticException;
-import org.apache.hadoop.hive.ql.parse.VariableSubstitution;
-import org.apache.hadoop.hive.ql.plan.ConditionalResolver;
-import org.apache.hadoop.hive.ql.plan.ConditionalResolverMergeFiles;
-import org.apache.hadoop.hive.ql.plan.HiveOperation;
-import org.apache.hadoop.hive.ql.plan.TableDesc;
-import org.apache.hadoop.hive.ql.processors.CommandProcessor;
-import org.apache.hadoop.hive.ql.processors.CommandProcessorResponse;
-import org.apache.hadoop.hive.ql.session.SessionState;
-import org.apache.hadoop.hive.ql.session.SessionState.LogHelper;
-import org.apache.hadoop.hive.serde2.ByteStream;
-import org.apache.hadoop.hive.shims.ShimLoader;
-import org.apache.hadoop.mapred.ClusterStatus;
-import org.apache.hadoop.mapred.JobClient;
-import org.apache.hadoop.mapred.JobConf;
-import org.apache.hadoop.util.ReflectionUtils;
-
-import edu.uci.ics.hivesterix.runtime.exec.HyracksExecutionEngine;
-import edu.uci.ics.hivesterix.runtime.exec.IExecutionEngine;
-
-@SuppressWarnings({ "deprecation", "unused" })
-public class Driver implements CommandProcessor {
-
-	static final private Log LOG = LogFactory.getLog(Driver.class.getName());
-	static final private LogHelper console = new LogHelper(LOG);
-
-	// hive-sterix
-	private IExecutionEngine engine;
-	private boolean hivesterix = false;
-
-	private int maxRows = 100;
-	ByteStream.Output bos = new ByteStream.Output();
-
-	private HiveConf conf;
-	private DataInput resStream;
-	private Context ctx;
-	private QueryPlan plan;
-	private Schema schema;
-	private HiveLockManager hiveLockMgr;
-
-	private String errorMessage;
-	private String SQLState;
-
-	// A limit on the number of threads that can be launched
-	private int maxthreads;
-	private final int sleeptime = 2000;
-
-	protected int tryCount = Integer.MAX_VALUE;
-
-	private int checkLockManager() {
-		boolean supportConcurrency = conf
-				.getBoolVar(HiveConf.ConfVars.HIVE_SUPPORT_CONCURRENCY);
-		if (supportConcurrency && (hiveLockMgr == null)) {
-			try {
-				setLockManager();
-			} catch (SemanticException e) {
-				errorMessage = "FAILED: Error in semantic analysis: "
-						+ e.getMessage();
-				SQLState = ErrorMsg.findSQLState(e.getMessage());
-				console.printError(
-						errorMessage,
-						"\n"
-								+ org.apache.hadoop.util.StringUtils
-										.stringifyException(e));
-				return (12);
-			}
-		}
-		return (0);
-	}
-
-	private void setLockManager() throws SemanticException {
-		boolean supportConcurrency = conf
-				.getBoolVar(HiveConf.ConfVars.HIVE_SUPPORT_CONCURRENCY);
-		if (supportConcurrency) {
-			String lockMgr = conf.getVar(HiveConf.ConfVars.HIVE_LOCK_MANAGER);
-			if ((lockMgr == null) || (lockMgr.isEmpty())) {
-				throw new SemanticException(
-						ErrorMsg.LOCKMGR_NOT_SPECIFIED.getMsg());
-			}
-
-			try {
-				hiveLockMgr = (HiveLockManager) ReflectionUtils.newInstance(
-						conf.getClassByName(lockMgr), conf);
-				hiveLockMgr.setContext(new HiveLockManagerCtx(conf));
-			} catch (Exception e) {
-				throw new SemanticException(
-						ErrorMsg.LOCKMGR_NOT_INITIALIZED.getMsg()
-								+ e.getMessage());
-			}
-		}
-	}
-
-	public void init() {
-		Operator.resetId();
-	}
-
-	/**
-	 * Return the status information about the Map-Reduce cluster
-	 */
-	public ClusterStatus getClusterStatus() throws Exception {
-		ClusterStatus cs;
-		try {
-			JobConf job = new JobConf(conf, ExecDriver.class);
-			JobClient jc = new JobClient(job);
-			cs = jc.getClusterStatus();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw e;
-		}
-		LOG.info("Returning cluster status: " + cs.toString());
-		return cs;
-	}
-
-	public Schema getSchema() {
-		return schema;
-	}
-
-	/**
-	 * Get a Schema with fields represented with native Hive types
-	 */
-	public static Schema getSchema(BaseSemanticAnalyzer sem, HiveConf conf) {
-		Schema schema = null;
-
-		// If we have a plan, prefer its logical result schema if it's
-		// available; otherwise, try digging out a fetch task; failing that,
-		// give up.
-		if (sem == null) {
-			// can't get any info without a plan
-		} else if (sem.getResultSchema() != null) {
-			List<FieldSchema> lst = sem.getResultSchema();
-			schema = new Schema(lst, null);
-		} else if (sem.getFetchTask() != null) {
-			FetchTask ft = sem.getFetchTask();
-			TableDesc td = ft.getTblDesc();
-			// partitioned tables don't have tableDesc set on the FetchTask.
-			// Instead
-			// they have a list of PartitionDesc objects, each with a table
-			// desc.
-			// Let's
-			// try to fetch the desc for the first partition and use it's
-			// deserializer.
-			if (td == null && ft.getWork() != null
-					&& ft.getWork().getPartDesc() != null) {
-				if (ft.getWork().getPartDesc().size() > 0) {
-					td = ft.getWork().getPartDesc().get(0).getTableDesc();
-				}
-			}
-
-			if (td == null) {
-				LOG.info("No returning schema.");
-			} else {
-				String tableName = "result";
-				List<FieldSchema> lst = null;
-				try {
-					lst = MetaStoreUtils.getFieldsFromDeserializer(tableName,
-							td.getDeserializer());
-				} catch (Exception e) {
-					LOG.warn("Error getting schema: "
-							+ org.apache.hadoop.util.StringUtils
-									.stringifyException(e));
-				}
-				if (lst != null) {
-					schema = new Schema(lst, null);
-				}
-			}
-		}
-		if (schema == null) {
-			schema = new Schema();
-		}
-		LOG.info("Returning Hive schema: " + schema);
-		return schema;
-	}
-
-	/**
-	 * Get a Schema with fields represented with Thrift DDL types
-	 */
-	public Schema getThriftSchema() throws Exception {
-		Schema schema;
-		try {
-			schema = getSchema();
-			if (schema != null) {
-				List<FieldSchema> lst = schema.getFieldSchemas();
-				// Go over the schema and convert type to thrift type
-				if (lst != null) {
-					for (FieldSchema f : lst) {
-						f.setType(MetaStoreUtils.typeToThriftType(f.getType()));
-					}
-				}
-			}
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw e;
-		}
-		LOG.info("Returning Thrift schema: " + schema);
-		return schema;
-	}
-
-	/**
-	 * Return the maximum number of rows returned by getResults
-	 */
-	public int getMaxRows() {
-		return maxRows;
-	}
-
-	/**
-	 * Set the maximum number of rows returned by getResults
-	 */
-	public void setMaxRows(int maxRows) {
-		this.maxRows = maxRows;
-	}
-
-	public boolean hasReduceTasks(List<Task<? extends Serializable>> tasks) {
-		if (tasks == null) {
-			return false;
-		}
-
-		boolean hasReduce = false;
-		for (Task<? extends Serializable> task : tasks) {
-			if (task.hasReduce()) {
-				return true;
-			}
-
-			hasReduce = (hasReduce || hasReduceTasks(task.getChildTasks()));
-		}
-		return hasReduce;
-	}
-
-	/**
-	 * for backwards compatibility with current tests
-	 */
-	public Driver(HiveConf conf) {
-		this.conf = conf;
-
-		// hivesterix
-		engine = new HyracksExecutionEngine(conf);
-	}
-
-	public Driver() {
-		if (SessionState.get() != null) {
-			conf = SessionState.get().getConf();
-		}
-
-		// hivesterix
-		engine = new HyracksExecutionEngine(conf);
-	}
-
-	// hivesterix: plan printer
-	public Driver(HiveConf conf, PrintWriter planPrinter) {
-		this.conf = conf;
-		engine = new HyracksExecutionEngine(conf, planPrinter);
-	}
-
-	public void clear() {
-		this.hivesterix = false;
-	}
-
-	/**
-	 * Compile a new query. Any currently-planned query associated with this
-	 * Driver is discarded.
-	 * 
-	 * @param command
-	 *            The SQL query to compile.
-	 */
-	public int compile(String command) {
-		if (plan != null) {
-			close();
-			plan = null;
-		}
-
-		TaskFactory.resetId();
-
-		try {
-			command = new VariableSubstitution().substitute(conf, command);
-			ctx = new Context(conf);
-
-			ParseDriver pd = new ParseDriver();
-			ASTNode tree = pd.parse(command, ctx);
-			tree = ParseUtils.findRootNonNullToken(tree);
-
-			BaseSemanticAnalyzer sem = SemanticAnalyzerFactory.get(conf, tree);
-			List<AbstractSemanticAnalyzerHook> saHooks = getSemanticAnalyzerHooks();
-
-			// Do semantic analysis and plan generation
-			if (saHooks != null) {
-				HiveSemanticAnalyzerHookContext hookCtx = new HiveSemanticAnalyzerHookContextImpl();
-				hookCtx.setConf(conf);
-				for (AbstractSemanticAnalyzerHook hook : saHooks) {
-					tree = hook.preAnalyze(hookCtx, tree);
-				}
-				sem.analyze(tree, ctx);
-				for (AbstractSemanticAnalyzerHook hook : saHooks) {
-					hook.postAnalyze(hookCtx, sem.getRootTasks());
-				}
-			} else {
-				sem.analyze(tree, ctx);
-			}
-
-			LOG.info("Semantic Analysis Completed");
-
-			// validate the plan
-			sem.validate();
-
-			plan = new QueryPlan(command, sem);
-			// initialize FetchTask right here
-			if (plan.getFetchTask() != null) {
-				plan.getFetchTask().initialize(conf, plan, null);
-			}
-
-			// get the output schema
-			schema = getSchema(sem, conf);
-
-			// test Only - serialize the query plan and deserialize it
-			if (sem instanceof SemanticAnalyzer
-					&& command.toLowerCase().indexOf("create") < 0) {
-
-				Thread.currentThread().setContextClassLoader(
-						this.getClass().getClassLoader());
-
-				String queryPlanFileName = ctx.getLocalScratchDir(true)
-						+ Path.SEPARATOR_CHAR + "queryplan.xml";
-				LOG.info("query plan = " + queryPlanFileName);
-				queryPlanFileName = new Path(queryPlanFileName).toUri()
-						.getPath();
-
-				// serialize the queryPlan
-				FileOutputStream fos = new FileOutputStream(queryPlanFileName);
-				Utilities.serializeQueryPlan(plan, fos);
-				fos.close();
-
-				// deserialize the queryPlan
-				FileInputStream fis = new FileInputStream(queryPlanFileName);
-				QueryPlan newPlan = Utilities.deserializeQueryPlan(fis, conf);
-				fis.close();
-
-				// Use the deserialized plan
-				plan = newPlan;
-			}
-
-			// initialize FetchTask right here
-			if (plan.getFetchTask() != null) {
-				plan.getFetchTask().initialize(conf, plan, null);
-			}
-
-			// do the authorization check
-			if (HiveConf.getBoolVar(conf,
-					HiveConf.ConfVars.HIVE_AUTHORIZATION_ENABLED)) {
-				try {
-					// doAuthorization(sem);
-				} catch (AuthorizationException authExp) {
-					console.printError("Authorization failed:"
-							+ authExp.getMessage()
-							+ ". Use show grant to get more details.");
-					return 403;
-				}
-			}
-
-			// hyracks run
-			if (sem instanceof SemanticAnalyzer
-					&& command.toLowerCase().indexOf("create") < 0) {
-				hivesterix = true;
-				return engine.compileJob(sem.getRootTasks());
-			}
-
-			return 0;
-		} catch (SemanticException e) {
-			errorMessage = "FAILED: Error in semantic analysis: "
-					+ e.getMessage();
-			SQLState = ErrorMsg.findSQLState(e.getMessage());
-			console.printError(errorMessage, "\n"
-					+ org.apache.hadoop.util.StringUtils.stringifyException(e));
-			return (10);
-		} catch (ParseException e) {
-			errorMessage = "FAILED: Parse Error: " + e.getMessage();
-			SQLState = ErrorMsg.findSQLState(e.getMessage());
-			console.printError(errorMessage, "\n"
-					+ org.apache.hadoop.util.StringUtils.stringifyException(e));
-			return (11);
-		} catch (Exception e) {
-			errorMessage = "FAILED: Hive Internal Error: "
-					+ Utilities.getNameMessage(e);
-			SQLState = ErrorMsg.findSQLState(e.getMessage());
-			console.printError(errorMessage + "\n"
-					+ org.apache.hadoop.util.StringUtils.stringifyException(e));
-			return (12);
-		}
-	}
-
-	private void doAuthorization(BaseSemanticAnalyzer sem)
-			throws HiveException, AuthorizationException {
-		HashSet<ReadEntity> inputs = sem.getInputs();
-		HashSet<WriteEntity> outputs = sem.getOutputs();
-		SessionState ss = SessionState.get();
-		HiveOperation op = ss.getHiveOperation();
-		Hive db = sem.getDb();
-		if (op != null) {
-			if (op.equals(HiveOperation.CREATETABLE_AS_SELECT)
-					|| op.equals(HiveOperation.CREATETABLE)) {
-				ss.getAuthorizer().authorize(
-						db.getDatabase(db.getCurrentDatabase()),
-						null,
-						HiveOperation.CREATETABLE_AS_SELECT
-								.getOutputRequiredPrivileges());
-			} else {
-				// if (op.equals(HiveOperation.IMPORT)) {
-				// ImportSemanticAnalyzer isa = (ImportSemanticAnalyzer) sem;
-				// if (!isa.existsTable()) {
-				ss.getAuthorizer().authorize(
-						db.getDatabase(db.getCurrentDatabase()),
-						null,
-						HiveOperation.CREATETABLE_AS_SELECT
-								.getOutputRequiredPrivileges());
-				// }
-				// }
-			}
-			if (outputs != null && outputs.size() > 0) {
-				for (WriteEntity write : outputs) {
-
-					if (write.getType() == WriteEntity.Type.PARTITION) {
-						Partition part = db.getPartition(write.getTable(),
-								write.getPartition().getSpec(), false);
-						if (part != null) {
-							ss.getAuthorizer().authorize(write.getPartition(),
-									null, op.getOutputRequiredPrivileges());
-							continue;
-						}
-					}
-
-					if (write.getTable() != null) {
-						ss.getAuthorizer().authorize(write.getTable(), null,
-								op.getOutputRequiredPrivileges());
-					}
-				}
-
-			}
-		}
-
-		if (inputs != null && inputs.size() > 0) {
-
-			Map<Table, List<String>> tab2Cols = new HashMap<Table, List<String>>();
-			Map<Partition, List<String>> part2Cols = new HashMap<Partition, List<String>>();
-
-			Map<String, Boolean> tableUsePartLevelAuth = new HashMap<String, Boolean>();
-			for (ReadEntity read : inputs) {
-				if (read.getPartition() != null) {
-					Table tbl = read.getTable();
-					String tblName = tbl.getTableName();
-					if (tableUsePartLevelAuth.get(tblName) == null) {
-						boolean usePartLevelPriv = (tbl.getParameters().get(
-								"PARTITION_LEVEL_PRIVILEGE") != null && ("TRUE"
-								.equalsIgnoreCase(tbl.getParameters().get(
-										"PARTITION_LEVEL_PRIVILEGE"))));
-						if (usePartLevelPriv) {
-							tableUsePartLevelAuth.put(tblName, Boolean.TRUE);
-						} else {
-							tableUsePartLevelAuth.put(tblName, Boolean.FALSE);
-						}
-					}
-				}
-			}
-
-			if (op.equals(HiveOperation.CREATETABLE_AS_SELECT)
-					|| op.equals(HiveOperation.QUERY)) {
-				SemanticAnalyzer querySem = (SemanticAnalyzer) sem;
-				ParseContext parseCtx = querySem.getParseContext();
-				Map<TableScanOperator, Table> tsoTopMap = parseCtx
-						.getTopToTable();
-
-				for (Map.Entry<String, Operator<? extends Serializable>> topOpMap : querySem
-						.getParseContext().getTopOps().entrySet()) {
-					Operator<? extends Serializable> topOp = topOpMap
-							.getValue();
-					if (topOp instanceof TableScanOperator
-							&& tsoTopMap.containsKey(topOp)) {
-						TableScanOperator tableScanOp = (TableScanOperator) topOp;
-						Table tbl = tsoTopMap.get(tableScanOp);
-						List<Integer> neededColumnIds = tableScanOp
-								.getNeededColumnIDs();
-						List<FieldSchema> columns = tbl.getCols();
-						List<String> cols = new ArrayList<String>();
-						if (neededColumnIds != null
-								&& neededColumnIds.size() > 0) {
-							for (int i = 0; i < neededColumnIds.size(); i++) {
-								cols.add(columns.get(neededColumnIds.get(i))
-										.getName());
-							}
-						} else {
-							for (int i = 0; i < columns.size(); i++) {
-								cols.add(columns.get(i).getName());
-							}
-						}
-						if (tbl.isPartitioned()
-								&& tableUsePartLevelAuth
-										.get(tbl.getTableName())) {
-							String alias_id = topOpMap.getKey();
-							PrunedPartitionList partsList = PartitionPruner
-									.prune(parseCtx.getTopToTable().get(topOp),
-											parseCtx.getOpToPartPruner().get(
-													topOp), parseCtx.getConf(),
-											alias_id,
-											parseCtx.getPrunedPartitions());
-							Set<Partition> parts = new HashSet<Partition>();
-							parts.addAll(partsList.getConfirmedPartns());
-							parts.addAll(partsList.getUnknownPartns());
-							for (Partition part : parts) {
-								List<String> existingCols = part2Cols.get(part);
-								if (existingCols == null) {
-									existingCols = new ArrayList<String>();
-								}
-								existingCols.addAll(cols);
-								part2Cols.put(part, existingCols);
-							}
-						} else {
-							List<String> existingCols = tab2Cols.get(tbl);
-							if (existingCols == null) {
-								existingCols = new ArrayList<String>();
-							}
-							existingCols.addAll(cols);
-							tab2Cols.put(tbl, existingCols);
-						}
-					}
-				}
-			}
-
-			// cache the results for table authorization
-			Set<String> tableAuthChecked = new HashSet<String>();
-			for (ReadEntity read : inputs) {
-				Table tbl = null;
-				if (read.getPartition() != null) {
-					tbl = read.getPartition().getTable();
-					// use partition level authorization
-					if (tableUsePartLevelAuth.get(tbl.getTableName())) {
-						List<String> cols = part2Cols.get(read.getPartition());
-						if (cols != null && cols.size() > 0) {
-							ss.getAuthorizer().authorize(
-									read.getPartition().getTable(),
-									read.getPartition(), cols,
-									op.getInputRequiredPrivileges(), null);
-						} else {
-							ss.getAuthorizer().authorize(read.getPartition(),
-									op.getInputRequiredPrivileges(), null);
-						}
-						continue;
-					}
-				} else if (read.getTable() != null) {
-					tbl = read.getTable();
-				}
-
-				// if we reach here, it means it needs to do a table
-				// authorization
-				// check, and the table authorization may already happened
-				// because of other
-				// partitions
-				if (tbl != null
-						&& !tableAuthChecked.contains(tbl.getTableName())) {
-					List<String> cols = tab2Cols.get(tbl);
-					if (cols != null && cols.size() > 0) {
-						ss.getAuthorizer().authorize(tbl, null, cols,
-								op.getInputRequiredPrivileges(), null);
-					} else {
-						ss.getAuthorizer().authorize(tbl,
-								op.getInputRequiredPrivileges(), null);
-					}
-					tableAuthChecked.add(tbl.getTableName());
-				}
-			}
-
-		}
-	}
-
-	/**
-	 * @return The current query plan associated with this Driver, if any.
-	 */
-	public QueryPlan getPlan() {
-		return plan;
-	}
-
-	/**
-	 * @param t
-	 *            The table to be locked
-	 * @param p
-	 *            The partition to be locked
-	 * @param mode
-	 *            The mode of the lock (SHARED/EXCLUSIVE) Get the list of
-	 *            objects to be locked. If a partition needs to be locked (in
-	 *            any mode), all its parents should also be locked in SHARED
-	 *            mode.
-	 **/
-	private List<HiveLockObj> getLockObjects(Table t, Partition p,
-			HiveLockMode mode) throws SemanticException {
-		List<HiveLockObj> locks = new LinkedList<HiveLockObj>();
-
-		HiveLockObjectData lockData = new HiveLockObjectData(plan.getQueryId(),
-				String.valueOf(System.currentTimeMillis()), "IMPLICIT");
-
-		if (t != null) {
-			locks.add(new HiveLockObj(new HiveLockObject(t, lockData), mode));
-			mode = HiveLockMode.SHARED;
-			locks.add(new HiveLockObj(new HiveLockObject(t.getDbName(),
-					lockData), mode));
-			return locks;
-		}
-
-		if (p != null) {
-			if (!(p instanceof DummyPartition)) {
-				locks.add(new HiveLockObj(new HiveLockObject(p, lockData), mode));
-			}
-
-			// All the parents are locked in shared mode
-			mode = HiveLockMode.SHARED;
-
-			// For dummy partitions, only partition name is needed
-			String name = p.getName();
-
-			if (p instanceof DummyPartition) {
-				name = p.getName().split("@")[2];
-			}
-
-			String partName = name;
-			String partialName = "";
-			String[] partns = name.split("/");
-			int len = p instanceof DummyPartition ? partns.length
-					: partns.length - 1;
-			for (int idx = 0; idx < len; idx++) {
-				String partn = partns[idx];
-				partialName += partn;
-				try {
-					locks.add(new HiveLockObj(new HiveLockObject(
-							new DummyPartition(p.getTable(), p.getTable()
-									.getDbName()
-									+ "/"
-									+ p.getTable().getTableName()
-									+ "/"
-									+ partialName), lockData), mode));
-					partialName += "/";
-				} catch (HiveException e) {
-					throw new SemanticException(e.getMessage());
-				}
-			}
-
-			locks.add(new HiveLockObj(
-					new HiveLockObject(p.getTable(), lockData), mode));
-			locks.add(new HiveLockObj(new HiveLockObject(p.getTable()
-					.getDbName(), lockData), mode));
-		}
-		return locks;
-	}
-
-	/**
-	 * Acquire read and write locks needed by the statement. The list of objects
-	 * to be locked are obtained from he inputs and outputs populated by the
-	 * compiler. The lock acuisition scheme is pretty simple. If all the locks
-	 * cannot be obtained, error out. Deadlock is avoided by making sure that
-	 * the locks are lexicographically sorted.
-	 **/
-	public int acquireReadWriteLocks() {
-		try {
-			int sleepTime = conf
-					.getIntVar(HiveConf.ConfVars.HIVE_LOCK_SLEEP_BETWEEN_RETRIES) * 1000;
-			int numRetries = conf
-					.getIntVar(HiveConf.ConfVars.HIVE_LOCK_NUMRETRIES);
-
-			boolean supportConcurrency = conf
-					.getBoolVar(HiveConf.ConfVars.HIVE_SUPPORT_CONCURRENCY);
-			if (!supportConcurrency) {
-				return 0;
-			}
-
-			List<HiveLockObj> lockObjects = new ArrayList<HiveLockObj>();
-
-			// Sort all the inputs, outputs.
-			// If a lock needs to be acquired on any partition, a read lock
-			// needs to be acquired on all
-			// its parents also
-			for (ReadEntity input : plan.getInputs()) {
-				if (input.getType() == ReadEntity.Type.TABLE) {
-					lockObjects.addAll(getLockObjects(input.getTable(), null,
-							HiveLockMode.SHARED));
-				} else {
-					lockObjects.addAll(getLockObjects(null,
-							input.getPartition(), HiveLockMode.SHARED));
-				}
-			}
-
-			for (WriteEntity output : plan.getOutputs()) {
-				if (output.getTyp() == WriteEntity.Type.TABLE) {
-					lockObjects.addAll(getLockObjects(output.getTable(), null,
-							output.isComplete() ? HiveLockMode.EXCLUSIVE
-									: HiveLockMode.SHARED));
-				} else if (output.getTyp() == WriteEntity.Type.PARTITION) {
-					lockObjects.addAll(getLockObjects(null,
-							output.getPartition(), HiveLockMode.EXCLUSIVE));
-				}
-				// In case of dynamic queries, it is possible to have incomplete
-				// dummy partitions
-				else if (output.getTyp() == WriteEntity.Type.DUMMYPARTITION) {
-					lockObjects.addAll(getLockObjects(null,
-							output.getPartition(), HiveLockMode.SHARED));
-				}
-			}
-
-			if (lockObjects.isEmpty() && !ctx.isNeedLockMgr()) {
-				return 0;
-			}
-
-			int ret = checkLockManager();
-			if (ret != 0) {
-				return ret;
-			}
-
-			HiveLockObjectData lockData = new HiveLockObjectData(
-					plan.getQueryId(), String.valueOf(System
-							.currentTimeMillis()), "IMPLICIT");
-
-			// Lock the database also
-			try {
-				Hive db = Hive.get(conf);
-				lockObjects.add(new HiveLockObj(new HiveLockObject(db
-						.getCurrentDatabase(), lockData), HiveLockMode.SHARED));
-			} catch (HiveException e) {
-				throw new SemanticException(e.getMessage());
-			}
-
-			ctx.setHiveLockMgr(hiveLockMgr);
-			List<HiveLock> hiveLocks = null;
-
-			int tryNum = 1;
-			do {
-
-				// ctx.getHiveLockMgr();
-				// hiveLocks = ctx.getHiveLockMgr().lock(lockObjects, false);
-
-				if (hiveLocks != null) {
-					break;
-				}
-
-				tryNum++;
-				try {
-					Thread.sleep(sleepTime);
-				} catch (InterruptedException e) {
-				}
-			} while (tryNum < numRetries);
-
-			if (hiveLocks == null) {
-				throw new SemanticException(
-						ErrorMsg.LOCK_CANNOT_BE_ACQUIRED.getMsg());
-			} else {
-				ctx.setHiveLocks(hiveLocks);
-			}
-
-			return (0);
-		} catch (SemanticException e) {
-			errorMessage = "FAILED: Error in acquiring locks: "
-					+ e.getMessage();
-			SQLState = ErrorMsg.findSQLState(e.getMessage());
-			console.printError(errorMessage, "\n"
-					+ org.apache.hadoop.util.StringUtils.stringifyException(e));
-			return (10);
-		} catch (Exception e) {
-			errorMessage = "FAILED: Error in acquiring locks: "
-					+ e.getMessage();
-			SQLState = ErrorMsg.findSQLState(e.getMessage());
-			console.printError(errorMessage, "\n"
-					+ org.apache.hadoop.util.StringUtils.stringifyException(e));
-			return (10);
-		}
-	}
-
-	/**
-	 * Release all the locks acquired implicitly by the statement. Note that the
-	 * locks acquired with 'keepAlive' set to True are not released.
-	 **/
-	private void releaseLocks() {
-		if (ctx != null && ctx.getHiveLockMgr() != null) {
-			try {
-				ctx.getHiveLockMgr().close();
-				ctx.setHiveLocks(null);
-			} catch (LockException e) {
-			}
-		}
-	}
-
-	/**
-	 * @param hiveLocks
-	 *            list of hive locks to be released Release all the locks
-	 *            specified. If some of the locks have already been released,
-	 *            ignore them
-	 **/
-	private void releaseLocks(List<HiveLock> hiveLocks) {
-		if (hiveLocks != null) {
-			ctx.getHiveLockMgr().releaseLocks(hiveLocks);
-		}
-		ctx.setHiveLocks(null);
-	}
-
-	public CommandProcessorResponse run(String command) {
-		errorMessage = null;
-		SQLState = null;
-
-		int ret = compile(command);
-		if (ret != 0) {
-			// releaseLocks(ctx.getHiveLocks());
-			return new CommandProcessorResponse(ret, errorMessage, SQLState);
-		}
-
-		// ret = acquireReadWriteLocks();
-		if (ret != 0) {
-			// releaseLocks(ctx.getHiveLocks());
-			return new CommandProcessorResponse(ret, errorMessage, SQLState);
-		}
-
-		ret = execute();
-		if (ret != 0) {
-			// releaseLocks(ctx.getHiveLocks());
-			return new CommandProcessorResponse(ret, errorMessage, SQLState);
-		}
-
-		// releaseLocks(ctx.getHiveLocks());
-		return new CommandProcessorResponse(ret);
-	}
-
-	private List<AbstractSemanticAnalyzerHook> getSemanticAnalyzerHooks()
-			throws Exception {
-		ArrayList<AbstractSemanticAnalyzerHook> saHooks = new ArrayList<AbstractSemanticAnalyzerHook>();
-		String pestr = conf.getVar(HiveConf.ConfVars.SEMANTIC_ANALYZER_HOOK);
-		if (pestr == null) {
-			return saHooks;
-		}
-		pestr = pestr.trim();
-		if (pestr.equals("")) {
-			return saHooks;
-		}
-
-		String[] peClasses = pestr.split(",");
-
-		for (String peClass : peClasses) {
-			try {
-				AbstractSemanticAnalyzerHook hook = HiveUtils
-						.getSemanticAnalyzerHook(conf, peClass);
-				saHooks.add(hook);
-			} catch (HiveException e) {
-				console.printError("Pre Exec Hook Class not found:"
-						+ e.getMessage());
-				throw e;
-			}
-		}
-
-		return saHooks;
-	}
-
-	private List<Hook> getPreExecHooks() throws Exception {
-		ArrayList<Hook> pehooks = new ArrayList<Hook>();
-		String pestr = conf.getVar(HiveConf.ConfVars.PREEXECHOOKS);
-		pestr = pestr.trim();
-		if (pestr.equals("")) {
-			return pehooks;
-		}
-
-		String[] peClasses = pestr.split(",");
-
-		for (String peClass : peClasses) {
-			try {
-				pehooks.add((Hook) Class.forName(peClass.trim(), true,
-						JavaUtils.getClassLoader()).newInstance());
-			} catch (ClassNotFoundException e) {
-				console.printError("Pre Exec Hook Class not found:"
-						+ e.getMessage());
-				throw e;
-			}
-		}
-
-		return pehooks;
-	}
-
-	private List<Hook> getPostExecHooks() throws Exception {
-		ArrayList<Hook> pehooks = new ArrayList<Hook>();
-		String pestr = conf.getVar(HiveConf.ConfVars.POSTEXECHOOKS);
-		pestr = pestr.trim();
-		if (pestr.equals("")) {
-			return pehooks;
-		}
-
-		String[] peClasses = pestr.split(",");
-
-		for (String peClass : peClasses) {
-			try {
-				pehooks.add((Hook) Class.forName(peClass.trim(), true,
-						JavaUtils.getClassLoader()).newInstance());
-			} catch (ClassNotFoundException e) {
-				console.printError("Post Exec Hook Class not found:"
-						+ e.getMessage());
-				throw e;
-			}
-		}
-
-		return pehooks;
-	}
-
-	public int execute() {
-		// execute hivesterix plan
-		if (hivesterix) {
-			hivesterix = false;
-			int ret = engine.executeJob();
-			if (ret != 0)
-				return ret;
-		}
-
-		boolean noName = StringUtils.isEmpty(conf
-				.getVar(HiveConf.ConfVars.HADOOPJOBNAME));
-		int maxlen = conf.getIntVar(HiveConf.ConfVars.HIVEJOBNAMELENGTH);
-
-		String queryId = plan.getQueryId();
-		String queryStr = plan.getQueryStr();
-
-		conf.setVar(HiveConf.ConfVars.HIVEQUERYID, queryId);
-		conf.setVar(HiveConf.ConfVars.HIVEQUERYSTRING, queryStr);
-		maxthreads = HiveConf.getIntVar(conf,
-				HiveConf.ConfVars.EXECPARALLETHREADNUMBER);
-
-		try {
-			LOG.info("Starting command: " + queryStr);
-
-			plan.setStarted();
-
-			if (SessionState.get() != null) {
-				SessionState
-						.get()
-						.getHiveHistory()
-						.startQuery(queryStr,
-								conf.getVar(HiveConf.ConfVars.HIVEQUERYID));
-				SessionState.get().getHiveHistory().logPlanProgress(plan);
-			}
-			resStream = null;
-
-			HookContext hookContext = new HookContext(plan, conf);
-
-			for (Hook peh : getPreExecHooks()) {
-				if (peh instanceof ExecuteWithHookContext) {
-					((ExecuteWithHookContext) peh).run(hookContext);
-				} else if (peh instanceof PreExecute) {
-					((PreExecute) peh).run(SessionState.get(),
-							plan.getInputs(), plan.getOutputs(), ShimLoader
-									.getHadoopShims().getUGIForConf(conf));
-				}
-			}
-
-			int jobs = Utilities.getMRTasks(plan.getRootTasks()).size();
-			if (jobs > 0) {
-				console.printInfo("Total MapReduce jobs = " + jobs);
-			}
-			if (SessionState.get() != null) {
-				SessionState
-						.get()
-						.getHiveHistory()
-						.setQueryProperty(queryId, Keys.QUERY_NUM_TASKS,
-								String.valueOf(jobs));
-				SessionState.get().getHiveHistory()
-						.setIdToTableMap(plan.getIdToTableNameMap());
-			}
-			String jobname = Utilities.abbreviate(queryStr, maxlen - 6);
-
-			// A runtime that launches runnable tasks as separate Threads
-			// through
-			// TaskRunners
-			// As soon as a task isRunnable, it is put in a queue
-			// At any time, at most maxthreads tasks can be running
-			// The main thread polls the TaskRunners to check if they have
-			// finished.
-
-			Queue<Task<? extends Serializable>> runnable = new LinkedList<Task<? extends Serializable>>();
-			Map<TaskResult, TaskRunner> running = new HashMap<TaskResult, TaskRunner>();
-
-			DriverContext driverCxt = new DriverContext(runnable, ctx);
-
-			// Add root Tasks to runnable
-
-			for (Task<? extends Serializable> tsk : plan.getRootTasks()) {
-				driverCxt.addToRunnable(tsk);
-			}
-
-			// Loop while you either have tasks running, or tasks queued up
-
-			while (running.size() != 0 || runnable.peek() != null) {
-				// Launch upto maxthreads tasks
-				while (runnable.peek() != null && running.size() < maxthreads) {
-					Task<? extends Serializable> tsk = runnable.remove();
-					console.printInfo("executing task " + tsk.getName());
-					launchTask(tsk, queryId, noName, running, jobname, jobs,
-							driverCxt);
-				}
-
-				// poll the Tasks to see which one completed
-				TaskResult tskRes = pollTasks(running.keySet());
-				TaskRunner tskRun = running.remove(tskRes);
-				Task<? extends Serializable> tsk = tskRun.getTask();
-				hookContext.addCompleteTask(tskRun);
-
-				int exitVal = tskRes.getExitVal();
-				if (exitVal != 0) {
-					Task<? extends Serializable> backupTask = tsk
-							.getAndInitBackupTask();
-					if (backupTask != null) {
-						errorMessage = "FAILED: Execution Error, return code "
-								+ exitVal + " from " + tsk.getClass().getName();
-						console.printError(errorMessage);
-
-						errorMessage = "ATTEMPT: Execute BackupTask: "
-								+ backupTask.getClass().getName();
-						console.printError(errorMessage);
-
-						// add backup task to runnable
-						if (DriverContext.isLaunchable(backupTask)) {
-							driverCxt.addToRunnable(backupTask);
-						}
-						continue;
-
-					} else {
-						// TODO: This error messaging is not very informative.
-						// Fix that.
-						errorMessage = "FAILED: Execution Error, return code "
-								+ exitVal + " from " + tsk.getClass().getName();
-						SQLState = "08S01";
-						console.printError(errorMessage);
-						if (running.size() != 0) {
-							taskCleanup();
-						}
-						// in case we decided to run everything in local mode,
-						// restore the
-						// the jobtracker setting to its initial value
-						ctx.restoreOriginalTracker();
-						return 9;
-					}
-				}
-
-				if (SessionState.get() != null) {
-					SessionState
-							.get()
-							.getHiveHistory()
-							.setTaskProperty(queryId, tsk.getId(),
-									Keys.TASK_RET_CODE, String.valueOf(exitVal));
-					SessionState.get().getHiveHistory().endTask(queryId, tsk);
-				}
-
-				if (tsk.getChildTasks() != null) {
-					for (Task<? extends Serializable> child : tsk
-							.getChildTasks()) {
-						// hivesterix: don't check launchable condition
-						// if (DriverContext.isLaunchable(child)) {
-						driverCxt.addToRunnable(child);
-						// }
-					}
-				}
-			}
-
-			// in case we decided to run everything in local mode, restore the
-			// the jobtracker setting to its initial value
-			ctx.restoreOriginalTracker();
-
-			// remove incomplete outputs.
-			// Some incomplete outputs may be added at the beginning, for eg:
-			// for dynamic partitions.
-			// remove them
-			HashSet<WriteEntity> remOutputs = new HashSet<WriteEntity>();
-			for (WriteEntity output : plan.getOutputs()) {
-				if (!output.isComplete()) {
-					remOutputs.add(output);
-				}
-			}
-
-			for (WriteEntity output : remOutputs) {
-				plan.getOutputs().remove(output);
-			}
-
-			// Get all the post execution hooks and execute them.
-			for (Hook peh : getPostExecHooks()) {
-				if (peh instanceof ExecuteWithHookContext) {
-					((ExecuteWithHookContext) peh).run(hookContext);
-				} else if (peh instanceof PostExecute) {
-					((PostExecute) peh)
-							.run(SessionState.get(),
-									plan.getInputs(),
-									plan.getOutputs(),
-									(SessionState.get() != null ? SessionState
-											.get().getLineageState()
-											.getLineageInfo() : null),
-									ShimLoader.getHadoopShims().getUGIForConf(
-											conf));
-				}
-			}
-
-			if (SessionState.get() != null) {
-				SessionState
-						.get()
-						.getHiveHistory()
-						.setQueryProperty(queryId, Keys.QUERY_RET_CODE,
-								String.valueOf(0));
-				SessionState.get().getHiveHistory().printRowCount(queryId);
-			}
-		} catch (Exception e) {
-			if (SessionState.get() != null) {
-				SessionState
-						.get()
-						.getHiveHistory()
-						.setQueryProperty(queryId, Keys.QUERY_RET_CODE,
-								String.valueOf(12));
-			}
-			// TODO: do better with handling types of Exception here
-			errorMessage = "FAILED: Hive Internal Error: "
-					+ Utilities.getNameMessage(e);
-			SQLState = "08S01";
-			console.printError(errorMessage + "\n"
-					+ org.apache.hadoop.util.StringUtils.stringifyException(e));
-			return (12);
-		} finally {
-			if (SessionState.get() != null) {
-				SessionState.get().getHiveHistory().endQuery(queryId);
-			}
-			if (noName) {
-				conf.setVar(HiveConf.ConfVars.HADOOPJOBNAME, "");
-			}
-		}
-		plan.setDone();
-
-		if (SessionState.get() != null) {
-			try {
-				SessionState.get().getHiveHistory().logPlanProgress(plan);
-			} catch (Exception e) {
-			}
-		}
-		console.printInfo("OK");
-
-		return (0);
-	}
-
-	/**
-	 * Launches a new task
-	 * 
-	 * @param tsk
-	 *            task being launched
-	 * @param queryId
-	 *            Id of the query containing the task
-	 * @param noName
-	 *            whether the task has a name set
-	 * @param running
-	 *            map from taskresults to taskrunners
-	 * @param jobname
-	 *            name of the task, if it is a map-reduce job
-	 * @param jobs
-	 *            number of map-reduce jobs
-	 * @param curJobNo
-	 *            the sequential number of the next map-reduce job
-	 * @return the updated number of last the map-reduce job launched
-	 */
-
-	public void launchTask(Task<? extends Serializable> tsk, String queryId,
-			boolean noName, Map<TaskResult, TaskRunner> running,
-			String jobname, int jobs, DriverContext cxt) {
-
-		if (SessionState.get() != null) {
-			SessionState.get().getHiveHistory()
-					.startTask(queryId, tsk, tsk.getClass().getName());
-		}
-		if (tsk.isMapRedTask() && !(tsk instanceof ConditionalTask)) {
-			if (noName) {
-				conf.setVar(HiveConf.ConfVars.HADOOPJOBNAME, jobname + "("
-						+ tsk.getId() + ")");
-			}
-			cxt.incCurJobNo(1);
-			console.printInfo("Launching Job " + cxt.getCurJobNo() + " out of "
-					+ jobs);
-		}
-		tsk.initialize(conf, plan, cxt);
-		TaskResult tskRes = new TaskResult();
-		TaskRunner tskRun = new TaskRunner(tsk, tskRes);
-
-		// HiveConf.getBoolVar(conf, HiveConf.ConfVars.EXECPARALLEL) &&
-		// Launch Task: hivesterix tweak
-		if (tsk instanceof MapRedTask || tsk instanceof StatsTask) {
-			// Launch it in the parallel mode, as a separate thread only for MR
-			// tasks
-			tskRes.setRunning(false);
-			tskRes.setExitVal(0);
-		} else if (tsk instanceof ConditionalTask) {
-			ConditionalTask condTask = (ConditionalTask) tsk;
-			ConditionalResolver crs = condTask.getResolver();
-			if (crs instanceof ConditionalResolverMergeFiles) {
-				tskRes.setRunning(false);
-				tskRes.setExitVal(0);
-
-				List<Task<? extends Serializable>> children = condTask
-						.getListTasks();
-				for (Task<? extends Serializable> child : children)
-					if (child instanceof MapRedTask)
-						cxt.addToRunnable(child);
-			}
-		} else {
-			tskRun.runSequential();
-		}
-		running.put(tskRes, tskRun);
-		return;
-	}
-
-	/**
-	 * Cleans up remaining tasks in case of failure
-	 */
-
-	public void taskCleanup() {
-		// The currently existing Shutdown hooks will be automatically called,
-		// killing the map-reduce processes.
-		// The non MR processes will be killed as well.
-		System.exit(9);
-	}
-
-	/**
-	 * Polls running tasks to see if a task has ended.
-	 * 
-	 * @param results
-	 *            Set of result objects for running tasks
-	 * @return The result object for any completed/failed task
-	 */
-
-	public TaskResult pollTasks(Set<TaskResult> results) {
-		Iterator<TaskResult> resultIterator = results.iterator();
-		while (true) {
-			while (resultIterator.hasNext()) {
-				TaskResult tskRes = resultIterator.next();
-				if (tskRes.isRunning() == false) {
-					return tskRes;
-				}
-			}
-
-			// In this loop, nothing was found
-			// Sleep 10 seconds and restart
-			try {
-				Thread.sleep(sleeptime);
-			} catch (InterruptedException ie) {
-				// Do Nothing
-				;
-			}
-			resultIterator = results.iterator();
-		}
-	}
-
-	public boolean getResults(ArrayList<String> res) throws IOException {
-		if (plan != null && plan.getFetchTask() != null) {
-			FetchTask ft = plan.getFetchTask();
-			ft.setMaxRows(maxRows);
-			return ft.fetch(res);
-		}
-
-		if (resStream == null) {
-			resStream = ctx.getStream();
-		}
-		if (resStream == null) {
-			return false;
-		}
-
-		int numRows = 0;
-		String row = null;
-
-		while (numRows < maxRows) {
-			if (resStream == null) {
-				if (numRows > 0) {
-					return true;
-				} else {
-					return false;
-				}
-			}
-
-			bos.reset();
-			Utilities.StreamStatus ss;
-			try {
-				ss = Utilities.readColumn(resStream, bos);
-				if (bos.getCount() > 0) {
-					row = new String(bos.getData(), 0, bos.getCount(), "UTF-8");
-				} else if (ss == Utilities.StreamStatus.TERMINATED) {
-					row = new String();
-				}
-
-				if (row != null) {
-					numRows++;
-					res.add(row);
-				}
-			} catch (IOException e) {
-				console.printError("FAILED: Unexpected IO exception : "
-						+ e.getMessage());
-				res = null;
-				return false;
-			}
-
-			if (ss == Utilities.StreamStatus.EOF) {
-				resStream = ctx.getStream();
-			}
-		}
-		return true;
-	}
-
-	public int close() {
-		try {
-			if (plan != null) {
-				FetchTask fetchTask = plan.getFetchTask();
-				if (null != fetchTask) {
-					try {
-						fetchTask.clearFetch();
-					} catch (Exception e) {
-						LOG.debug(" Exception while clearing the Fetch task ",
-								e);
-					}
-				}
-			}
-			if (ctx != null) {
-				ctx.clear();
-			}
-			if (null != resStream) {
-				try {
-					((FSDataInputStream) resStream).close();
-				} catch (Exception e) {
-					LOG.debug(" Exception while closing the resStream ", e);
-				}
-			}
-		} catch (Exception e) {
-			console.printError("FAILED: Hive Internal Error: "
-					+ Utilities.getNameMessage(e) + "\n"
-					+ org.apache.hadoop.util.StringUtils.stringifyException(e));
-			return 13;
-		}
-
-		return 0;
-	}
-
-	public void destroy() {
-		releaseLocks();
-	}
-
-	public org.apache.hadoop.hive.ql.plan.api.Query getQueryPlan()
-			throws IOException {
-		return plan.getQueryPlan();
-	}
-
-	public int getTryCount() {
-		return tryCount;
-	}
-
-	public void setTryCount(int tryCount) {
-		this.tryCount = tryCount;
-	}
-}
diff --git a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFAverage.java b/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFAverage.java
deleted file mode 100644
index b174432..0000000
--- a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFAverage.java
+++ /dev/null
@@ -1,253 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.apache.hadoop.hive.ql.udf.generic;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.util.ArrayList;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.hive.ql.exec.Description;
-import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.parse.SemanticException;
-import org.apache.hadoop.hive.serde2.io.DoubleWritable;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.util.StringUtils;
-
-import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
-import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
-
-/**
- * GenericUDAFAverage.
- * 
- */
-@Description(name = "avg", value = "_FUNC_(x) - Returns the mean of a set of numbers")
-public class GenericUDAFAverage extends AbstractGenericUDAFResolver {
-
-	static final Log LOG = LogFactory
-			.getLog(GenericUDAFAverage.class.getName());
-
-	@Override
-	public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters)
-			throws SemanticException {
-		if (parameters.length != 1) {
-			throw new UDFArgumentTypeException(parameters.length - 1,
-					"Exactly one argument is expected.");
-		}
-
-		if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
-			throw new UDFArgumentTypeException(0,
-					"Only primitive type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-		switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
-		case BYTE:
-		case SHORT:
-		case INT:
-		case LONG:
-		case FLOAT:
-		case DOUBLE:
-		case STRING:
-			return new GenericUDAFAverageEvaluator();
-		case BOOLEAN:
-		default:
-			throw new UDFArgumentTypeException(0,
-					"Only numeric or string type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-	}
-
-	/**
-	 * GenericUDAFAverageEvaluator.
-	 * 
-	 */
-	public static class GenericUDAFAverageEvaluator extends
-			GenericUDAFEvaluator {
-
-		// For PARTIAL1 and COMPLETE
-		PrimitiveObjectInspector inputOI;
-
-		// For PARTIAL2 and FINAL
-		StructObjectInspector soi;
-		StructField countField;
-		StructField sumField;
-		LongObjectInspector countFieldOI;
-		DoubleObjectInspector sumFieldOI;
-
-		// For PARTIAL1 and PARTIAL2
-		Object[] partialResult;
-
-		// For FINAL and COMPLETE
-		DoubleWritable result;
-
-		@Override
-		public ObjectInspector init(Mode m, ObjectInspector[] parameters)
-				throws HiveException {
-			assert (parameters.length == 1);
-			super.init(m, parameters);
-
-			// init input
-			if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {
-				inputOI = (PrimitiveObjectInspector) parameters[0];
-			} else {
-				soi = (StructObjectInspector) parameters[0];
-				countField = soi.getStructFieldRef("count");
-				sumField = soi.getStructFieldRef("sum");
-				countFieldOI = (LongObjectInspector) countField
-						.getFieldObjectInspector();
-				sumFieldOI = (DoubleObjectInspector) sumField
-						.getFieldObjectInspector();
-			}
-
-			// init output
-			if (mode == Mode.PARTIAL1 || mode == Mode.PARTIAL2) {
-				// The output of a partial aggregation is a struct containing
-				// a "long" count and a "double" sum.
-
-				ArrayList<ObjectInspector> foi = new ArrayList<ObjectInspector>();
-				foi.add(PrimitiveObjectInspectorFactory.writableLongObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-				ArrayList<String> fname = new ArrayList<String>();
-				fname.add("count");
-				fname.add("sum");
-				partialResult = new Object[2];
-				partialResult[0] = new LongWritable(0);
-				partialResult[1] = new DoubleWritable(0);
-				return ObjectInspectorFactory.getStandardStructObjectInspector(
-						fname, foi);
-
-			} else {
-				result = new DoubleWritable(0);
-				return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
-			}
-		}
-
-		static class AverageAgg implements SerializableBuffer {
-			long count;
-			double sum;
-
-			@Override
-			public void deSerializeAggBuffer(byte[] data, int start, int len) {
-				count = BufferSerDeUtil.getLong(data, start);
-				start += 8;
-				sum = BufferSerDeUtil.getDouble(data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(byte[] data, int start, int len) {
-				BufferSerDeUtil.writeLong(count, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(sum, data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(DataOutput output)
-					throws IOException {
-				output.writeLong(count);
-				output.writeDouble(sum);
-			}
-		};
-
-		@Override
-		public AggregationBuffer getNewAggregationBuffer() throws HiveException {
-			AverageAgg result = new AverageAgg();
-			reset(result);
-			return result;
-		}
-
-		@Override
-		public void reset(AggregationBuffer agg) throws HiveException {
-			AverageAgg myagg = (AverageAgg) agg;
-			myagg.count = 0;
-			myagg.sum = 0;
-		}
-
-		boolean warned = false;
-
-		@Override
-		public void iterate(AggregationBuffer agg, Object[] parameters)
-				throws HiveException {
-			assert (parameters.length == 1);
-			Object p = parameters[0];
-			if (p != null) {
-				AverageAgg myagg = (AverageAgg) agg;
-				try {
-					double v = PrimitiveObjectInspectorUtils.getDouble(p,
-							inputOI);
-					myagg.count++;
-					myagg.sum += v;
-				} catch (NumberFormatException e) {
-					if (!warned) {
-						warned = true;
-						LOG.warn(getClass().getSimpleName() + " "
-								+ StringUtils.stringifyException(e));
-						LOG.warn(getClass().getSimpleName()
-								+ " ignoring similar exceptions.");
-					}
-				}
-			}
-		}
-
-		@Override
-		public Object terminatePartial(AggregationBuffer agg)
-				throws HiveException {
-			AverageAgg myagg = (AverageAgg) agg;
-			((LongWritable) partialResult[0]).set(myagg.count);
-			((DoubleWritable) partialResult[1]).set(myagg.sum);
-			return partialResult;
-		}
-
-		@Override
-		public void merge(AggregationBuffer agg, Object partial)
-				throws HiveException {
-			if (partial != null) {
-				AverageAgg myagg = (AverageAgg) agg;
-				Object partialCount = soi.getStructFieldData(partial,
-						countField);
-				Object partialSum = soi.getStructFieldData(partial, sumField);
-				myagg.count += countFieldOI.get(partialCount);
-				myagg.sum += sumFieldOI.get(partialSum);
-			}
-		}
-
-		@Override
-		public Object terminate(AggregationBuffer agg) throws HiveException {
-			AverageAgg myagg = (AverageAgg) agg;
-			if (myagg.count == 0) {
-				return null;
-			} else {
-				result.set(myagg.sum / myagg.count);
-				return result;
-			}
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCorrelation.java b/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCorrelation.java
deleted file mode 100644
index 716faac..0000000
--- a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCorrelation.java
+++ /dev/null
@@ -1,428 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.apache.hadoop.hive.ql.udf.generic;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.util.ArrayList;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.hive.ql.exec.Description;
-import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.parse.SemanticException;
-import org.apache.hadoop.hive.serde2.io.DoubleWritable;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.io.LongWritable;
-
-import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
-import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
-
-/**
- * Compute the Pearson correlation coefficient corr(x, y), using the following
- * stable one-pass method, based on: "Formulas for Robust, One-Pass Parallel
- * Computation of Covariances and Arbitrary-Order Statistical Moments", Philippe
- * Pebay, Sandia Labs and
- * "The Art of Computer Programming, volume 2: Seminumerical Algorithms", Donald
- * Knuth.
- * 
- * Incremental: n : <count> mx_n = mx_(n-1) + [x_n - mx_(n-1)]/n : <xavg> my_n =
- * my_(n-1) + [y_n - my_(n-1)]/n : <yavg> c_n = c_(n-1) + (x_n - mx_(n-1))*(y_n
- * - my_n) : <covariance * n> vx_n = vx_(n-1) + (x_n - mx_n)(x_n - mx_(n-1)):
- * <variance * n> vy_n = vy_(n-1) + (y_n - my_n)(y_n - my_(n-1)): <variance * n>
- * 
- * Merge: c_(A,B) = c_A + c_B + (mx_A - mx_B)*(my_A - my_B)*n_A*n_B/(n_A+n_B)
- * vx_(A,B) = vx_A + vx_B + (mx_A - mx_B)*(mx_A - mx_B)*n_A*n_B/(n_A+n_B)
- * vy_(A,B) = vy_A + vy_B + (my_A - my_B)*(my_A - my_B)*n_A*n_B/(n_A+n_B)
- * 
- */
-@Description(name = "corr", value = "_FUNC_(x,y) - Returns the Pearson coefficient of correlation\n"
-		+ "between a set of number pairs", extended = "The function takes as arguments any pair of numeric types and returns a double.\n"
-		+ "Any pair with a NULL is ignored. If the function is applied to an empty set or\n"
-		+ "a singleton set, NULL will be returned. Otherwise, it computes the following:\n"
-		+ "   COVAR_POP(x,y)/(STDDEV_POP(x)*STDDEV_POP(y))\n"
-		+ "where neither x nor y is null,\n"
-		+ "COVAR_POP is the population covariance,\n"
-		+ "and STDDEV_POP is the population standard deviation.")
-public class GenericUDAFCorrelation extends AbstractGenericUDAFResolver {
-
-	static final Log LOG = LogFactory.getLog(GenericUDAFCorrelation.class
-			.getName());
-
-	@Override
-	public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters)
-			throws SemanticException {
-		if (parameters.length != 2) {
-			throw new UDFArgumentTypeException(parameters.length - 1,
-					"Exactly two arguments are expected.");
-		}
-
-		if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
-			throw new UDFArgumentTypeException(0,
-					"Only primitive type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-
-		if (parameters[1].getCategory() != ObjectInspector.Category.PRIMITIVE) {
-			throw new UDFArgumentTypeException(1,
-					"Only primitive type arguments are accepted but "
-							+ parameters[1].getTypeName() + " is passed.");
-		}
-
-		switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
-		case BYTE:
-		case SHORT:
-		case INT:
-		case LONG:
-		case FLOAT:
-		case DOUBLE:
-			switch (((PrimitiveTypeInfo) parameters[1]).getPrimitiveCategory()) {
-			case BYTE:
-			case SHORT:
-			case INT:
-			case LONG:
-			case FLOAT:
-			case DOUBLE:
-				return new GenericUDAFCorrelationEvaluator();
-			case STRING:
-			case BOOLEAN:
-			default:
-				throw new UDFArgumentTypeException(1,
-						"Only numeric type arguments are accepted but "
-								+ parameters[1].getTypeName() + " is passed.");
-			}
-		case STRING:
-		case BOOLEAN:
-		default:
-			throw new UDFArgumentTypeException(0,
-					"Only numeric type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-	}
-
-	/**
-	 * Evaluate the Pearson correlation coefficient using a stable one-pass
-	 * algorithm, based on work by Philippe Pébay and Donald Knuth.
-	 * 
-	 * Incremental: n : <count> mx_n = mx_(n-1) + [x_n - mx_(n-1)]/n : <xavg>
-	 * my_n = my_(n-1) + [y_n - my_(n-1)]/n : <yavg> c_n = c_(n-1) + (x_n -
-	 * mx_(n-1))*(y_n - my_n) : <covariance * n> vx_n = vx_(n-1) + (x_n -
-	 * mx_n)(x_n - mx_(n-1)): <variance * n> vy_n = vy_(n-1) + (y_n - my_n)(y_n
-	 * - my_(n-1)): <variance * n>
-	 * 
-	 * Merge: c_X = c_A + c_B + (mx_A - mx_B)*(my_A - my_B)*n_A*n_B/n_X vx_(A,B)
-	 * = vx_A + vx_B + (mx_A - mx_B)*(mx_A - mx_B)*n_A*n_B/(n_A+n_B) vy_(A,B) =
-	 * vy_A + vy_B + (my_A - my_B)*(my_A - my_B)*n_A*n_B/(n_A+n_B)
-	 * 
-	 */
-	public static class GenericUDAFCorrelationEvaluator extends
-			GenericUDAFEvaluator {
-
-		// For PARTIAL1 and COMPLETE
-		private PrimitiveObjectInspector xInputOI;
-		private PrimitiveObjectInspector yInputOI;
-
-		// For PARTIAL2 and FINAL
-		private StructObjectInspector soi;
-		private StructField countField;
-		private StructField xavgField;
-		private StructField yavgField;
-		private StructField xvarField;
-		private StructField yvarField;
-		private StructField covarField;
-		private LongObjectInspector countFieldOI;
-		private DoubleObjectInspector xavgFieldOI;
-		private DoubleObjectInspector yavgFieldOI;
-		private DoubleObjectInspector xvarFieldOI;
-		private DoubleObjectInspector yvarFieldOI;
-		private DoubleObjectInspector covarFieldOI;
-
-		// For PARTIAL1 and PARTIAL2
-		private Object[] partialResult;
-
-		// For FINAL and COMPLETE
-		private DoubleWritable result;
-
-		@Override
-		public ObjectInspector init(Mode m, ObjectInspector[] parameters)
-				throws HiveException {
-			super.init(m, parameters);
-
-			// init input
-			if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {
-				assert (parameters.length == 2);
-				xInputOI = (PrimitiveObjectInspector) parameters[0];
-				yInputOI = (PrimitiveObjectInspector) parameters[1];
-			} else {
-				assert (parameters.length == 1);
-				soi = (StructObjectInspector) parameters[0];
-
-				countField = soi.getStructFieldRef("count");
-				xavgField = soi.getStructFieldRef("xavg");
-				yavgField = soi.getStructFieldRef("yavg");
-				xvarField = soi.getStructFieldRef("xvar");
-				yvarField = soi.getStructFieldRef("yvar");
-				covarField = soi.getStructFieldRef("covar");
-
-				countFieldOI = (LongObjectInspector) countField
-						.getFieldObjectInspector();
-				xavgFieldOI = (DoubleObjectInspector) xavgField
-						.getFieldObjectInspector();
-				yavgFieldOI = (DoubleObjectInspector) yavgField
-						.getFieldObjectInspector();
-				xvarFieldOI = (DoubleObjectInspector) xvarField
-						.getFieldObjectInspector();
-				yvarFieldOI = (DoubleObjectInspector) yvarField
-						.getFieldObjectInspector();
-				covarFieldOI = (DoubleObjectInspector) covarField
-						.getFieldObjectInspector();
-			}
-
-			// init output
-			if (mode == Mode.PARTIAL1 || mode == Mode.PARTIAL2) {
-				// The output of a partial aggregation is a struct containing
-				// a long count, two double averages, two double variances,
-				// and a double covariance.
-
-				ArrayList<ObjectInspector> foi = new ArrayList<ObjectInspector>();
-
-				foi.add(PrimitiveObjectInspectorFactory.writableLongObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-
-				ArrayList<String> fname = new ArrayList<String>();
-				fname.add("count");
-				fname.add("xavg");
-				fname.add("yavg");
-				fname.add("xvar");
-				fname.add("yvar");
-				fname.add("covar");
-
-				partialResult = new Object[6];
-				partialResult[0] = new LongWritable(0);
-				partialResult[1] = new DoubleWritable(0);
-				partialResult[2] = new DoubleWritable(0);
-				partialResult[3] = new DoubleWritable(0);
-				partialResult[4] = new DoubleWritable(0);
-				partialResult[5] = new DoubleWritable(0);
-
-				return ObjectInspectorFactory.getStandardStructObjectInspector(
-						fname, foi);
-
-			} else {
-				setResult(new DoubleWritable(0));
-				return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
-			}
-		}
-
-		static class StdAgg implements SerializableBuffer {
-			long count; // number n of elements
-			double xavg; // average of x elements
-			double yavg; // average of y elements
-			double xvar; // n times the variance of x elements
-			double yvar; // n times the variance of y elements
-			double covar; // n times the covariance
-
-			@Override
-			public void deSerializeAggBuffer(byte[] data, int start, int len) {
-				count = BufferSerDeUtil.getLong(data, start);
-				start += 8;
-				xavg = BufferSerDeUtil.getDouble(data, start);
-				start += 8;
-				yavg = BufferSerDeUtil.getDouble(data, start);
-				start += 8;
-				xvar = BufferSerDeUtil.getDouble(data, start);
-				start += 8;
-				yvar = BufferSerDeUtil.getDouble(data, start);
-				start += 8;
-				covar = BufferSerDeUtil.getDouble(data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(byte[] data, int start, int len) {
-				BufferSerDeUtil.writeLong(count, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(xavg, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(yavg, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(xvar, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(yvar, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(covar, data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(DataOutput output)
-					throws IOException {
-				output.writeLong(count);
-				output.writeDouble(xavg);
-				output.writeDouble(yavg);
-				output.writeDouble(xvar);
-				output.writeDouble(yvar);
-				output.writeDouble(covar);
-			}
-		};
-
-		@Override
-		public AggregationBuffer getNewAggregationBuffer() throws HiveException {
-			StdAgg result = new StdAgg();
-			reset(result);
-			return result;
-		}
-
-		@Override
-		public void reset(AggregationBuffer agg) throws HiveException {
-			StdAgg myagg = (StdAgg) agg;
-			myagg.count = 0;
-			myagg.xavg = 0;
-			myagg.yavg = 0;
-			myagg.xvar = 0;
-			myagg.yvar = 0;
-			myagg.covar = 0;
-		}
-
-		@Override
-		public void iterate(AggregationBuffer agg, Object[] parameters)
-				throws HiveException {
-			assert (parameters.length == 2);
-			Object px = parameters[0];
-			Object py = parameters[1];
-			if (px != null && py != null) {
-				StdAgg myagg = (StdAgg) agg;
-				double vx = PrimitiveObjectInspectorUtils.getDouble(px,
-						xInputOI);
-				double vy = PrimitiveObjectInspectorUtils.getDouble(py,
-						yInputOI);
-				double xavgOld = myagg.xavg;
-				double yavgOld = myagg.yavg;
-				myagg.count++;
-				myagg.xavg += (vx - xavgOld) / myagg.count;
-				myagg.yavg += (vy - yavgOld) / myagg.count;
-				if (myagg.count > 1) {
-					myagg.covar += (vx - xavgOld) * (vy - myagg.yavg);
-					myagg.xvar += (vx - xavgOld) * (vx - myagg.xavg);
-					myagg.yvar += (vy - yavgOld) * (vy - myagg.yavg);
-				}
-			}
-		}
-
-		@Override
-		public Object terminatePartial(AggregationBuffer agg)
-				throws HiveException {
-			StdAgg myagg = (StdAgg) agg;
-			((LongWritable) partialResult[0]).set(myagg.count);
-			((DoubleWritable) partialResult[1]).set(myagg.xavg);
-			((DoubleWritable) partialResult[2]).set(myagg.yavg);
-			((DoubleWritable) partialResult[3]).set(myagg.xvar);
-			((DoubleWritable) partialResult[4]).set(myagg.yvar);
-			((DoubleWritable) partialResult[5]).set(myagg.covar);
-			return partialResult;
-		}
-
-		@Override
-		public void merge(AggregationBuffer agg, Object partial)
-				throws HiveException {
-			if (partial != null) {
-				StdAgg myagg = (StdAgg) agg;
-
-				Object partialCount = soi.getStructFieldData(partial,
-						countField);
-				Object partialXAvg = soi.getStructFieldData(partial, xavgField);
-				Object partialYAvg = soi.getStructFieldData(partial, yavgField);
-				Object partialXVar = soi.getStructFieldData(partial, xvarField);
-				Object partialYVar = soi.getStructFieldData(partial, yvarField);
-				Object partialCovar = soi.getStructFieldData(partial,
-						covarField);
-
-				long nA = myagg.count;
-				long nB = countFieldOI.get(partialCount);
-
-				if (nA == 0) {
-					// Just copy the information since there is nothing so far
-					myagg.count = countFieldOI.get(partialCount);
-					myagg.xavg = xavgFieldOI.get(partialXAvg);
-					myagg.yavg = yavgFieldOI.get(partialYAvg);
-					myagg.xvar = xvarFieldOI.get(partialXVar);
-					myagg.yvar = yvarFieldOI.get(partialYVar);
-					myagg.covar = covarFieldOI.get(partialCovar);
-				}
-
-				if (nA != 0 && nB != 0) {
-					// Merge the two partials
-					double xavgA = myagg.xavg;
-					double yavgA = myagg.yavg;
-					double xavgB = xavgFieldOI.get(partialXAvg);
-					double yavgB = yavgFieldOI.get(partialYAvg);
-					double xvarB = xvarFieldOI.get(partialXVar);
-					double yvarB = yvarFieldOI.get(partialYVar);
-					double covarB = covarFieldOI.get(partialCovar);
-
-					myagg.count += nB;
-					myagg.xavg = (xavgA * nA + xavgB * nB) / myagg.count;
-					myagg.yavg = (yavgA * nA + yavgB * nB) / myagg.count;
-					myagg.xvar += xvarB + (xavgA - xavgB) * (xavgA - xavgB)
-							* myagg.count;
-					myagg.yvar += yvarB + (yavgA - yavgB) * (yavgA - yavgB)
-							* myagg.count;
-					myagg.covar += covarB + (xavgA - xavgB) * (yavgA - yavgB)
-							* ((double) (nA * nB) / myagg.count);
-				}
-			}
-		}
-
-		@Override
-		public Object terminate(AggregationBuffer agg) throws HiveException {
-			StdAgg myagg = (StdAgg) agg;
-
-			if (myagg.count < 2) { // SQL standard - return null for zero or one
-									// pair
-				return null;
-			} else {
-				getResult().set(
-						myagg.covar / java.lang.Math.sqrt(myagg.xvar)
-								/ java.lang.Math.sqrt(myagg.yvar));
-				return getResult();
-			}
-		}
-
-		public void setResult(DoubleWritable result) {
-			this.result = result;
-		}
-
-		public DoubleWritable getResult() {
-			return result;
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCount.java b/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCount.java
deleted file mode 100644
index 4160d5b..0000000
--- a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCount.java
+++ /dev/null
@@ -1,182 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.apache.hadoop.hive.ql.udf.generic;
-
-import java.io.DataOutput;
-import java.io.IOException;
-
-import org.apache.hadoop.hive.ql.exec.Description;
-import org.apache.hadoop.hive.ql.exec.UDFArgumentException;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.parse.SemanticException;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.io.LongWritable;
-
-import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
-import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
-
-/**
- * This class implements the COUNT aggregation function as in SQL.
- */
-@Description(name = "count", value = "_FUNC_(*) - Returns the total number of retrieved rows, including "
-		+ "rows containing NULL values.\n"
-
-		+ "_FUNC_(expr) - Returns the number of rows for which the supplied "
-		+ "expression is non-NULL.\n"
-
-		+ "_FUNC_(DISTINCT expr[, expr...]) - Returns the number of rows for "
-		+ "which the supplied expression(s) are unique and non-NULL.")
-public class GenericUDAFCount implements GenericUDAFResolver2 {
-
-	@Override
-	public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters)
-			throws SemanticException {
-		// This method implementation is preserved for backward compatibility.
-		return new GenericUDAFCountEvaluator();
-	}
-
-	@Override
-	public GenericUDAFEvaluator getEvaluator(GenericUDAFParameterInfo paramInfo)
-			throws SemanticException {
-
-		TypeInfo[] parameters = paramInfo.getParameters();
-
-		if (parameters.length == 0) {
-			if (!paramInfo.isAllColumns()) {
-				throw new UDFArgumentException("Argument expected");
-			}
-			assert !paramInfo.isDistinct() : "DISTINCT not supported with *";
-		} else {
-			if (parameters.length > 1 && !paramInfo.isDistinct()) {
-				throw new UDFArgumentException(
-						"DISTINCT keyword must be specified");
-			}
-			assert !paramInfo.isAllColumns() : "* not supported in expression list";
-		}
-
-		return new GenericUDAFCountEvaluator().setCountAllColumns(paramInfo
-				.isAllColumns());
-	}
-
-	/**
-	 * GenericUDAFCountEvaluator.
-	 * 
-	 */
-	public static class GenericUDAFCountEvaluator extends GenericUDAFEvaluator {
-		private boolean countAllColumns = false;
-		private LongObjectInspector partialCountAggOI;
-		private LongWritable result;
-
-		@Override
-		public ObjectInspector init(Mode m, ObjectInspector[] parameters)
-				throws HiveException {
-			super.init(m, parameters);
-			partialCountAggOI = PrimitiveObjectInspectorFactory.writableLongObjectInspector;
-			result = new LongWritable(0);
-			return PrimitiveObjectInspectorFactory.writableLongObjectInspector;
-		}
-
-		private GenericUDAFCountEvaluator setCountAllColumns(
-				boolean countAllCols) {
-			countAllColumns = countAllCols;
-			return this;
-		}
-
-		/** class for storing count value. */
-		static class CountAgg implements SerializableBuffer {
-			long value;
-
-			@Override
-			public void deSerializeAggBuffer(byte[] data, int start, int len) {
-				value = BufferSerDeUtil.getLong(data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(byte[] data, int start, int len) {
-				BufferSerDeUtil.writeLong(value, data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(DataOutput output)
-					throws IOException {
-				output.writeLong(value);
-			}
-		}
-
-		@Override
-		public AggregationBuffer getNewAggregationBuffer() throws HiveException {
-			CountAgg buffer = new CountAgg();
-			reset(buffer);
-			return buffer;
-		}
-
-		@Override
-		public void reset(AggregationBuffer agg) throws HiveException {
-			((CountAgg) agg).value = 0;
-		}
-
-		@Override
-		public void iterate(AggregationBuffer agg, Object[] parameters)
-				throws HiveException {
-			// parameters == null means the input table/split is empty
-			if (parameters == null) {
-				return;
-			}
-			if (countAllColumns) {
-				assert parameters.length == 0;
-				((CountAgg) agg).value++;
-			} else {
-				assert parameters.length > 0;
-				boolean countThisRow = true;
-				for (Object nextParam : parameters) {
-					if (nextParam == null) {
-						countThisRow = false;
-						break;
-					}
-				}
-				if (countThisRow) {
-					((CountAgg) agg).value++;
-				}
-			}
-		}
-
-		@Override
-		public void merge(AggregationBuffer agg, Object partial)
-				throws HiveException {
-			if (partial != null) {
-				long p = partialCountAggOI.get(partial);
-				((CountAgg) agg).value += p;
-			}
-		}
-
-		@Override
-		public Object terminate(AggregationBuffer agg) throws HiveException {
-			result.set(((CountAgg) agg).value);
-			return result;
-		}
-
-		@Override
-		public Object terminatePartial(AggregationBuffer agg)
-				throws HiveException {
-			return terminate(agg);
-		}
-	}
-}
diff --git a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCovariance.java b/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCovariance.java
deleted file mode 100644
index 11d9dc3..0000000
--- a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCovariance.java
+++ /dev/null
@@ -1,372 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.apache.hadoop.hive.ql.udf.generic;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.util.ArrayList;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.hive.ql.exec.Description;
-import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.parse.SemanticException;
-import org.apache.hadoop.hive.serde2.io.DoubleWritable;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.io.LongWritable;
-
-import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
-import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
-
-/**
- * Compute the covariance covar_pop(x, y), using the following one-pass method
- * (ref. "Formulas for Robust, One-Pass Parallel Computation of Covariances and
- * Arbitrary-Order Statistical Moments", Philippe Pebay, Sandia Labs):
- * 
- * Incremental: n : <count> mx_n = mx_(n-1) + [x_n - mx_(n-1)]/n : <xavg> my_n =
- * my_(n-1) + [y_n - my_(n-1)]/n : <yavg> c_n = c_(n-1) + (x_n - mx_(n-1))*(y_n
- * - my_n) : <covariance * n>
- * 
- * Merge: c_X = c_A + c_B + (mx_A - mx_B)*(my_A - my_B)*n_A*n_B/n_X
- * 
- */
-@Description(name = "covariance,covar_pop", value = "_FUNC_(x,y) - Returns the population covariance of a set of number pairs", extended = "The function takes as arguments any pair of numeric types and returns a double.\n"
-		+ "Any pair with a NULL is ignored. If the function is applied to an empty set, NULL\n"
-		+ "will be returned. Otherwise, it computes the following:\n"
-		+ "   (SUM(x*y)-SUM(x)*SUM(y)/COUNT(x,y))/COUNT(x,y)\n"
-		+ "where neither x nor y is null.")
-public class GenericUDAFCovariance extends AbstractGenericUDAFResolver {
-
-	static final Log LOG = LogFactory.getLog(GenericUDAFCovariance.class
-			.getName());
-
-	@Override
-	public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters)
-			throws SemanticException {
-		if (parameters.length != 2) {
-			throw new UDFArgumentTypeException(parameters.length - 1,
-					"Exactly two arguments are expected.");
-		}
-
-		if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
-			throw new UDFArgumentTypeException(0,
-					"Only primitive type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-
-		if (parameters[1].getCategory() != ObjectInspector.Category.PRIMITIVE) {
-			throw new UDFArgumentTypeException(1,
-					"Only primitive type arguments are accepted but "
-							+ parameters[1].getTypeName() + " is passed.");
-		}
-
-		switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
-		case BYTE:
-		case SHORT:
-		case INT:
-		case LONG:
-		case FLOAT:
-		case DOUBLE:
-			switch (((PrimitiveTypeInfo) parameters[1]).getPrimitiveCategory()) {
-			case BYTE:
-			case SHORT:
-			case INT:
-			case LONG:
-			case FLOAT:
-			case DOUBLE:
-				return new GenericUDAFCovarianceEvaluator();
-			case STRING:
-			case BOOLEAN:
-			default:
-				throw new UDFArgumentTypeException(1,
-						"Only numeric or string type arguments are accepted but "
-								+ parameters[1].getTypeName() + " is passed.");
-			}
-		case STRING:
-		case BOOLEAN:
-		default:
-			throw new UDFArgumentTypeException(0,
-					"Only numeric or string type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-	}
-
-	/**
-	 * Evaluate the variance using the algorithm described in
-	 * http://en.wikipedia.org/wiki/Algorithms_for_calculating_variance,
-	 * presumably by Pébay, Philippe (2008), in "Formulas for Robust, One-Pass
-	 * Parallel Computation of Covariances and Arbitrary-Order Statistical
-	 * Moments", Technical Report SAND2008-6212, Sandia National Laboratories,
-	 * http://infoserve.sandia.gov/sand_doc/2008/086212.pdf
-	 * 
-	 * Incremental: n : <count> mx_n = mx_(n-1) + [x_n - mx_(n-1)]/n : <xavg>
-	 * my_n = my_(n-1) + [y_n - my_(n-1)]/n : <yavg> c_n = c_(n-1) + (x_n -
-	 * mx_(n-1))*(y_n - my_n) : <covariance * n>
-	 * 
-	 * Merge: c_X = c_A + c_B + (mx_A - mx_B)*(my_A - my_B)*n_A*n_B/n_X
-	 * 
-	 * This one-pass algorithm is stable.
-	 * 
-	 */
-	public static class GenericUDAFCovarianceEvaluator extends
-			GenericUDAFEvaluator {
-
-		// For PARTIAL1 and COMPLETE
-		private PrimitiveObjectInspector xInputOI;
-		private PrimitiveObjectInspector yInputOI;
-
-		// For PARTIAL2 and FINAL
-		private StructObjectInspector soi;
-		private StructField countField;
-		private StructField xavgField;
-		private StructField yavgField;
-		private StructField covarField;
-		private LongObjectInspector countFieldOI;
-		private DoubleObjectInspector xavgFieldOI;
-		private DoubleObjectInspector yavgFieldOI;
-		private DoubleObjectInspector covarFieldOI;
-
-		// For PARTIAL1 and PARTIAL2
-		private Object[] partialResult;
-
-		// For FINAL and COMPLETE
-		private DoubleWritable result;
-
-		@Override
-		public ObjectInspector init(Mode m, ObjectInspector[] parameters)
-				throws HiveException {
-			super.init(m, parameters);
-
-			// init input
-			if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {
-				assert (parameters.length == 2);
-				xInputOI = (PrimitiveObjectInspector) parameters[0];
-				yInputOI = (PrimitiveObjectInspector) parameters[1];
-			} else {
-				assert (parameters.length == 1);
-				soi = (StructObjectInspector) parameters[0];
-
-				countField = soi.getStructFieldRef("count");
-				xavgField = soi.getStructFieldRef("xavg");
-				yavgField = soi.getStructFieldRef("yavg");
-				covarField = soi.getStructFieldRef("covar");
-
-				countFieldOI = (LongObjectInspector) countField
-						.getFieldObjectInspector();
-				xavgFieldOI = (DoubleObjectInspector) xavgField
-						.getFieldObjectInspector();
-				yavgFieldOI = (DoubleObjectInspector) yavgField
-						.getFieldObjectInspector();
-				covarFieldOI = (DoubleObjectInspector) covarField
-						.getFieldObjectInspector();
-			}
-
-			// init output
-			if (mode == Mode.PARTIAL1 || mode == Mode.PARTIAL2) {
-				// The output of a partial aggregation is a struct containing
-				// a long count, two double averages, and a double covariance.
-
-				ArrayList<ObjectInspector> foi = new ArrayList<ObjectInspector>();
-
-				foi.add(PrimitiveObjectInspectorFactory.writableLongObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-
-				ArrayList<String> fname = new ArrayList<String>();
-				fname.add("count");
-				fname.add("xavg");
-				fname.add("yavg");
-				fname.add("covar");
-
-				partialResult = new Object[4];
-				partialResult[0] = new LongWritable(0);
-				partialResult[1] = new DoubleWritable(0);
-				partialResult[2] = new DoubleWritable(0);
-				partialResult[3] = new DoubleWritable(0);
-
-				return ObjectInspectorFactory.getStandardStructObjectInspector(
-						fname, foi);
-
-			} else {
-				setResult(new DoubleWritable(0));
-				return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
-			}
-		}
-
-		static class StdAgg implements SerializableBuffer {
-			long count; // number n of elements
-			double xavg; // average of x elements
-			double yavg; // average of y elements
-			double covar; // n times the covariance
-
-			@Override
-			public void deSerializeAggBuffer(byte[] data, int start, int len) {
-				count = BufferSerDeUtil.getLong(data, start);
-				start += 8;
-				xavg = BufferSerDeUtil.getDouble(data, start);
-				start += 8;
-				yavg = BufferSerDeUtil.getDouble(data, start);
-				start += 8;
-				covar = BufferSerDeUtil.getDouble(data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(byte[] data, int start, int len) {
-				BufferSerDeUtil.writeLong(count, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(xavg, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(yavg, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(covar, data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(DataOutput output)
-					throws IOException {
-				output.writeLong(count);
-				output.writeDouble(xavg);
-				output.writeDouble(yavg);
-				output.writeDouble(covar);
-			}
-		};
-
-		@Override
-		public AggregationBuffer getNewAggregationBuffer() throws HiveException {
-			StdAgg result = new StdAgg();
-			reset(result);
-			return result;
-		}
-
-		@Override
-		public void reset(AggregationBuffer agg) throws HiveException {
-			StdAgg myagg = (StdAgg) agg;
-			myagg.count = 0;
-			myagg.xavg = 0;
-			myagg.yavg = 0;
-			myagg.covar = 0;
-		}
-
-		@Override
-		public void iterate(AggregationBuffer agg, Object[] parameters)
-				throws HiveException {
-			assert (parameters.length == 2);
-			Object px = parameters[0];
-			Object py = parameters[1];
-			if (px != null && py != null) {
-				StdAgg myagg = (StdAgg) agg;
-				double vx = PrimitiveObjectInspectorUtils.getDouble(px,
-						xInputOI);
-				double vy = PrimitiveObjectInspectorUtils.getDouble(py,
-						yInputOI);
-				myagg.count++;
-				myagg.yavg = myagg.yavg + (vy - myagg.yavg) / myagg.count;
-				if (myagg.count > 1) {
-					myagg.covar += (vx - myagg.xavg) * (vy - myagg.yavg);
-				}
-				myagg.xavg = myagg.xavg + (vx - myagg.xavg) / myagg.count;
-			}
-		}
-
-		@Override
-		public Object terminatePartial(AggregationBuffer agg)
-				throws HiveException {
-			StdAgg myagg = (StdAgg) agg;
-			((LongWritable) partialResult[0]).set(myagg.count);
-			((DoubleWritable) partialResult[1]).set(myagg.xavg);
-			((DoubleWritable) partialResult[2]).set(myagg.yavg);
-			((DoubleWritable) partialResult[3]).set(myagg.covar);
-			return partialResult;
-		}
-
-		@Override
-		public void merge(AggregationBuffer agg, Object partial)
-				throws HiveException {
-			if (partial != null) {
-				StdAgg myagg = (StdAgg) agg;
-
-				Object partialCount = soi.getStructFieldData(partial,
-						countField);
-				Object partialXAvg = soi.getStructFieldData(partial, xavgField);
-				Object partialYAvg = soi.getStructFieldData(partial, yavgField);
-				Object partialCovar = soi.getStructFieldData(partial,
-						covarField);
-
-				long nA = myagg.count;
-				long nB = countFieldOI.get(partialCount);
-
-				if (nA == 0) {
-					// Just copy the information since there is nothing so far
-					myagg.count = countFieldOI.get(partialCount);
-					myagg.xavg = xavgFieldOI.get(partialXAvg);
-					myagg.yavg = yavgFieldOI.get(partialYAvg);
-					myagg.covar = covarFieldOI.get(partialCovar);
-				}
-
-				if (nA != 0 && nB != 0) {
-					// Merge the two partials
-					double xavgA = myagg.xavg;
-					double yavgA = myagg.yavg;
-					double xavgB = xavgFieldOI.get(partialXAvg);
-					double yavgB = yavgFieldOI.get(partialYAvg);
-					double covarB = covarFieldOI.get(partialCovar);
-
-					myagg.count += nB;
-					myagg.xavg = (xavgA * nA + xavgB * nB) / myagg.count;
-					myagg.yavg = (yavgA * nA + yavgB * nB) / myagg.count;
-					myagg.covar += covarB + (xavgA - xavgB) * (yavgA - yavgB)
-							* ((double) (nA * nB) / myagg.count);
-				}
-			}
-		}
-
-		@Override
-		public Object terminate(AggregationBuffer agg) throws HiveException {
-			StdAgg myagg = (StdAgg) agg;
-
-			if (myagg.count == 0) { // SQL standard - return null for zero
-									// elements
-				return null;
-			} else {
-				getResult().set(myagg.covar / (myagg.count));
-				return getResult();
-			}
-		}
-
-		public void setResult(DoubleWritable result) {
-			this.result = result;
-		}
-
-		public DoubleWritable getResult() {
-			return result;
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFSum.java b/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFSum.java
deleted file mode 100644
index 0323531..0000000
--- a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFSum.java
+++ /dev/null
@@ -1,294 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.apache.hadoop.hive.ql.udf.generic;
-
-import java.io.DataOutput;
-import java.io.IOException;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.hive.ql.exec.Description;
-import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.parse.SemanticException;
-import org.apache.hadoop.hive.serde2.io.DoubleWritable;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.util.StringUtils;
-
-import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
-import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
-
-/**
- * GenericUDAFSum.
- * 
- */
-@Description(name = "sum", value = "_FUNC_(x) - Returns the sum of a set of numbers")
-public class GenericUDAFSum extends AbstractGenericUDAFResolver {
-
-	static final Log LOG = LogFactory.getLog(GenericUDAFSum.class.getName());
-
-	@Override
-	public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters)
-			throws SemanticException {
-		if (parameters.length != 1) {
-			throw new UDFArgumentTypeException(parameters.length - 1,
-					"Exactly one argument is expected.");
-		}
-
-		if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
-			throw new UDFArgumentTypeException(0,
-					"Only primitive type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-		switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
-		case BYTE:
-		case SHORT:
-		case INT:
-		case LONG:
-			return new GenericUDAFSumLong();
-		case FLOAT:
-		case DOUBLE:
-		case STRING:
-			return new GenericUDAFSumDouble();
-		case BOOLEAN:
-		default:
-			throw new UDFArgumentTypeException(0,
-					"Only numeric or string type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-	}
-
-	/**
-	 * GenericUDAFSumDouble.
-	 * 
-	 */
-	public static class GenericUDAFSumDouble extends GenericUDAFEvaluator {
-		private PrimitiveObjectInspector inputOI;
-		private DoubleWritable result;
-
-		@Override
-		public ObjectInspector init(Mode m, ObjectInspector[] parameters)
-				throws HiveException {
-			assert (parameters.length == 1);
-			super.init(m, parameters);
-			result = new DoubleWritable(0);
-			inputOI = (PrimitiveObjectInspector) parameters[0];
-			return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
-		}
-
-		/** class for storing double sum value. */
-		static class SumDoubleAgg implements SerializableBuffer {
-			boolean empty;
-			double sum;
-
-			@Override
-			public void deSerializeAggBuffer(byte[] data, int start, int len) {
-				empty = BufferSerDeUtil.getBoolean(data, start);
-				start += 1;
-				sum = BufferSerDeUtil.getDouble(data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(byte[] data, int start, int len) {
-				BufferSerDeUtil.writeBoolean(empty, data, start);
-				start += 1;
-				BufferSerDeUtil.writeDouble(sum, data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(DataOutput output)
-					throws IOException {
-				output.writeBoolean(empty);
-				output.writeDouble(sum);
-			}
-		}
-
-		@Override
-		public AggregationBuffer getNewAggregationBuffer() throws HiveException {
-			SumDoubleAgg result = new SumDoubleAgg();
-			reset(result);
-			return result;
-		}
-
-		@Override
-		public void reset(AggregationBuffer agg) throws HiveException {
-			SumDoubleAgg myagg = (SumDoubleAgg) agg;
-			myagg.empty = true;
-			myagg.sum = 0;
-		}
-
-		boolean warned = false;
-
-		@Override
-		public void iterate(AggregationBuffer agg, Object[] parameters)
-				throws HiveException {
-			assert (parameters.length == 1);
-			try {
-				merge(agg, parameters[0]);
-			} catch (NumberFormatException e) {
-				if (!warned) {
-					warned = true;
-					LOG.warn(getClass().getSimpleName() + " "
-							+ StringUtils.stringifyException(e));
-					LOG.warn(getClass().getSimpleName()
-							+ " ignoring similar exceptions.");
-				}
-			}
-		}
-
-		@Override
-		public Object terminatePartial(AggregationBuffer agg)
-				throws HiveException {
-			return terminate(agg);
-		}
-
-		@Override
-		public void merge(AggregationBuffer agg, Object partial)
-				throws HiveException {
-			if (partial != null) {
-				SumDoubleAgg myagg = (SumDoubleAgg) agg;
-				myagg.empty = false;
-				myagg.sum += PrimitiveObjectInspectorUtils.getDouble(partial,
-						inputOI);
-			}
-		}
-
-		@Override
-		public Object terminate(AggregationBuffer agg) throws HiveException {
-			SumDoubleAgg myagg = (SumDoubleAgg) agg;
-			if (myagg.empty) {
-				return null;
-			}
-			result.set(myagg.sum);
-			return result;
-		}
-
-	}
-
-	/**
-	 * GenericUDAFSumLong.
-	 * 
-	 */
-	public static class GenericUDAFSumLong extends GenericUDAFEvaluator {
-		private PrimitiveObjectInspector inputOI;
-		private LongWritable result;
-
-		@Override
-		public ObjectInspector init(Mode m, ObjectInspector[] parameters)
-				throws HiveException {
-			assert (parameters.length == 1);
-			super.init(m, parameters);
-			result = new LongWritable(0);
-			inputOI = (PrimitiveObjectInspector) parameters[0];
-			return PrimitiveObjectInspectorFactory.writableLongObjectInspector;
-		}
-
-		/** class for storing double sum value. */
-		static class SumLongAgg implements SerializableBuffer {
-			boolean empty;
-			long sum;
-
-			@Override
-			public void deSerializeAggBuffer(byte[] data, int start, int len) {
-				empty = BufferSerDeUtil.getBoolean(data, start);
-				start += 1;
-				sum = BufferSerDeUtil.getLong(data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(byte[] data, int start, int len) {
-				BufferSerDeUtil.writeBoolean(empty, data, start);
-				start += 1;
-				BufferSerDeUtil.writeLong(sum, data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(DataOutput output)
-					throws IOException {
-				output.writeBoolean(empty);
-				output.writeLong(sum);
-			}
-		}
-
-		@Override
-		public AggregationBuffer getNewAggregationBuffer() throws HiveException {
-			SumLongAgg result = new SumLongAgg();
-			reset(result);
-			return result;
-		}
-
-		@Override
-		public void reset(AggregationBuffer agg) throws HiveException {
-			SumLongAgg myagg = (SumLongAgg) agg;
-			myagg.empty = true;
-			myagg.sum = 0;
-		}
-
-		private boolean warned = false;
-
-		@Override
-		public void iterate(AggregationBuffer agg, Object[] parameters)
-				throws HiveException {
-			assert (parameters.length == 1);
-			try {
-				merge(agg, parameters[0]);
-			} catch (NumberFormatException e) {
-				if (!warned) {
-					warned = true;
-					LOG.warn(getClass().getSimpleName() + " "
-							+ StringUtils.stringifyException(e));
-				}
-			}
-		}
-
-		@Override
-		public Object terminatePartial(AggregationBuffer agg)
-				throws HiveException {
-			return terminate(agg);
-		}
-
-		@Override
-		public void merge(AggregationBuffer agg, Object partial)
-				throws HiveException {
-			if (partial != null) {
-				SumLongAgg myagg = (SumLongAgg) agg;
-				myagg.sum += PrimitiveObjectInspectorUtils.getLong(partial,
-						inputOI);
-				myagg.empty = false;
-			}
-		}
-
-		@Override
-		public Object terminate(AggregationBuffer agg) throws HiveException {
-			SumLongAgg myagg = (SumLongAgg) agg;
-			if (myagg.empty) {
-				return null;
-			}
-			result.set(myagg.sum);
-			return result;
-		}
-
-	}
-
-}
diff --git a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFVariance.java b/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFVariance.java
deleted file mode 100644
index 4c16f5a..0000000
--- a/hivesterix/src/main/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFVariance.java
+++ /dev/null
@@ -1,331 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.apache.hadoop.hive.ql.udf.generic;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.util.ArrayList;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.hive.ql.exec.Description;
-import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
-import org.apache.hadoop.hive.ql.metadata.HiveException;
-import org.apache.hadoop.hive.ql.parse.SemanticException;
-import org.apache.hadoop.hive.serde2.io.DoubleWritable;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
-import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.util.StringUtils;
-
-import edu.uci.ics.hivesterix.runtime.evaluator.BufferSerDeUtil;
-import edu.uci.ics.hivesterix.runtime.evaluator.SerializableBuffer;
-
-/**
- * Compute the variance. This class is extended by: GenericUDAFVarianceSample
- * GenericUDAFStd GenericUDAFStdSample
- * 
- */
-@Description(name = "variance,var_pop", value = "_FUNC_(x) - Returns the variance of a set of numbers")
-public class GenericUDAFVariance extends AbstractGenericUDAFResolver {
-
-	static final Log LOG = LogFactory.getLog(GenericUDAFVariance.class
-			.getName());
-
-	@Override
-	public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters)
-			throws SemanticException {
-		if (parameters.length != 1) {
-			throw new UDFArgumentTypeException(parameters.length - 1,
-					"Exactly one argument is expected.");
-		}
-
-		if (parameters[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
-			throw new UDFArgumentTypeException(0,
-					"Only primitive type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-		switch (((PrimitiveTypeInfo) parameters[0]).getPrimitiveCategory()) {
-		case BYTE:
-		case SHORT:
-		case INT:
-		case LONG:
-		case FLOAT:
-		case DOUBLE:
-		case STRING:
-			return new GenericUDAFVarianceEvaluator();
-		case BOOLEAN:
-		default:
-			throw new UDFArgumentTypeException(0,
-					"Only numeric or string type arguments are accepted but "
-							+ parameters[0].getTypeName() + " is passed.");
-		}
-	}
-
-	/**
-	 * Evaluate the variance using the algorithm described by Chan, Golub, and
-	 * LeVeque in
-	 * "Algorithms for computing the sample variance: analysis and recommendations"
-	 * The American Statistician, 37 (1983) pp. 242--247.
-	 * 
-	 * variance = variance1 + variance2 + n/(m*(m+n)) * pow(((m/n)*t1 - t2),2)
-	 * 
-	 * where: - variance is sum[x-avg^2] (this is actually n times the variance)
-	 * and is updated at every step. - n is the count of elements in chunk1 - m
-	 * is the count of elements in chunk2 - t1 = sum of elements in chunk1, t2 =
-	 * sum of elements in chunk2.
-	 * 
-	 * This algorithm was proven to be numerically stable by J.L. Barlow in
-	 * "Error analysis of a pairwise summation algorithm to compute sample variance"
-	 * Numer. Math, 58 (1991) pp. 583--590
-	 * 
-	 */
-	public static class GenericUDAFVarianceEvaluator extends
-			GenericUDAFEvaluator {
-
-		// For PARTIAL1 and COMPLETE
-		private PrimitiveObjectInspector inputOI;
-
-		// For PARTIAL2 and FINAL
-		private StructObjectInspector soi;
-		private StructField countField;
-		private StructField sumField;
-		private StructField varianceField;
-		private LongObjectInspector countFieldOI;
-		private DoubleObjectInspector sumFieldOI;
-
-		// For PARTIAL1 and PARTIAL2
-		private Object[] partialResult;
-
-		// For FINAL and COMPLETE
-		private DoubleWritable result;
-
-		@Override
-		public ObjectInspector init(Mode m, ObjectInspector[] parameters)
-				throws HiveException {
-			assert (parameters.length == 1);
-			super.init(m, parameters);
-
-			// init input
-			if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {
-				inputOI = (PrimitiveObjectInspector) parameters[0];
-			} else {
-				soi = (StructObjectInspector) parameters[0];
-
-				countField = soi.getStructFieldRef("count");
-				sumField = soi.getStructFieldRef("sum");
-				varianceField = soi.getStructFieldRef("variance");
-
-				countFieldOI = (LongObjectInspector) countField
-						.getFieldObjectInspector();
-				sumFieldOI = (DoubleObjectInspector) sumField
-						.getFieldObjectInspector();
-			}
-
-			// init output
-			if (mode == Mode.PARTIAL1 || mode == Mode.PARTIAL2) {
-				// The output of a partial aggregation is a struct containing
-				// a long count and doubles sum and variance.
-
-				ArrayList<ObjectInspector> foi = new ArrayList<ObjectInspector>();
-
-				foi.add(PrimitiveObjectInspectorFactory.writableLongObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-				foi.add(PrimitiveObjectInspectorFactory.writableDoubleObjectInspector);
-
-				ArrayList<String> fname = new ArrayList<String>();
-				fname.add("count");
-				fname.add("sum");
-				fname.add("variance");
-
-				partialResult = new Object[3];
-				partialResult[0] = new LongWritable(0);
-				partialResult[1] = new DoubleWritable(0);
-				partialResult[2] = new DoubleWritable(0);
-
-				return ObjectInspectorFactory.getStandardStructObjectInspector(
-						fname, foi);
-
-			} else {
-				setResult(new DoubleWritable(0));
-				return PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
-			}
-		}
-
-		static class StdAgg implements SerializableBuffer {
-			long count; // number of elements
-			double sum; // sum of elements
-			double variance; // sum[x-avg^2] (this is actually n times the
-								// variance)
-
-			@Override
-			public void deSerializeAggBuffer(byte[] data, int start, int len) {
-				count = BufferSerDeUtil.getLong(data, start);
-				start += 8;
-				sum = BufferSerDeUtil.getDouble(data, start);
-				start += 8;
-				variance = BufferSerDeUtil.getDouble(data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(byte[] data, int start, int len) {
-				BufferSerDeUtil.writeLong(count, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(sum, data, start);
-				start += 8;
-				BufferSerDeUtil.writeDouble(variance, data, start);
-			}
-
-			@Override
-			public void serializeAggBuffer(DataOutput output)
-					throws IOException {
-				output.writeLong(count);
-				output.writeDouble(sum);
-				output.writeDouble(variance);
-			}
-		};
-
-		@Override
-		public AggregationBuffer getNewAggregationBuffer() throws HiveException {
-			StdAgg result = new StdAgg();
-			reset(result);
-			return result;
-		}
-
-		@Override
-		public void reset(AggregationBuffer agg) throws HiveException {
-			StdAgg myagg = (StdAgg) agg;
-			myagg.count = 0;
-			myagg.sum = 0;
-			myagg.variance = 0;
-		}
-
-		private boolean warned = false;
-
-		@Override
-		public void iterate(AggregationBuffer agg, Object[] parameters)
-				throws HiveException {
-			assert (parameters.length == 1);
-			Object p = parameters[0];
-			if (p != null) {
-				StdAgg myagg = (StdAgg) agg;
-				try {
-					double v = PrimitiveObjectInspectorUtils.getDouble(p,
-							inputOI);
-					myagg.count++;
-					myagg.sum += v;
-					if (myagg.count > 1) {
-						double t = myagg.count * v - myagg.sum;
-						myagg.variance += (t * t)
-								/ ((double) myagg.count * (myagg.count - 1));
-					}
-				} catch (NumberFormatException e) {
-					if (!warned) {
-						warned = true;
-						LOG.warn(getClass().getSimpleName() + " "
-								+ StringUtils.stringifyException(e));
-						LOG.warn(getClass().getSimpleName()
-								+ " ignoring similar exceptions.");
-					}
-				}
-			}
-		}
-
-		@Override
-		public Object terminatePartial(AggregationBuffer agg)
-				throws HiveException {
-			StdAgg myagg = (StdAgg) agg;
-			((LongWritable) partialResult[0]).set(myagg.count);
-			((DoubleWritable) partialResult[1]).set(myagg.sum);
-			((DoubleWritable) partialResult[2]).set(myagg.variance);
-			return partialResult;
-		}
-
-		@Override
-		public void merge(AggregationBuffer agg, Object partial)
-				throws HiveException {
-			if (partial != null) {
-				StdAgg myagg = (StdAgg) agg;
-
-				Object partialCount = soi.getStructFieldData(partial,
-						countField);
-				Object partialSum = soi.getStructFieldData(partial, sumField);
-				Object partialVariance = soi.getStructFieldData(partial,
-						varianceField);
-
-				long n = myagg.count;
-				long m = countFieldOI.get(partialCount);
-
-				if (n == 0) {
-					// Just copy the information since there is nothing so far
-					myagg.variance = sumFieldOI.get(partialVariance);
-					myagg.count = countFieldOI.get(partialCount);
-					myagg.sum = sumFieldOI.get(partialSum);
-				}
-
-				if (m != 0 && n != 0) {
-					// Merge the two partials
-
-					double a = myagg.sum;
-					double b = sumFieldOI.get(partialSum);
-
-					myagg.count += m;
-					myagg.sum += b;
-					double t = (m / (double) n) * a - b;
-					myagg.variance += sumFieldOI.get(partialVariance)
-							+ ((n / (double) m) / ((double) n + m)) * t * t;
-				}
-			}
-		}
-
-		@Override
-		public Object terminate(AggregationBuffer agg) throws HiveException {
-			StdAgg myagg = (StdAgg) agg;
-
-			if (myagg.count == 0) { // SQL standard - return null for zero
-									// elements
-				return null;
-			} else {
-				if (myagg.count > 1) {
-					getResult().set(myagg.variance / (myagg.count));
-				} else { // for one element the variance is always 0
-					getResult().set(0);
-				}
-				return getResult();
-			}
-		}
-
-		public void setResult(DoubleWritable result) {
-			this.result = result;
-		}
-
-		public DoubleWritable getResult() {
-			return result;
-		}
-	}
-
-}
diff --git a/hivesterix/src/main/scripts/run.cmd b/hivesterix/src/main/scripts/run.cmd
deleted file mode 100755
index b8eb4a0..0000000
--- a/hivesterix/src/main/scripts/run.cmd
+++ /dev/null
@@ -1,63 +0,0 @@
-@ECHO OFF
-SETLOCAL
-
-:: Licensed to the Apache Software Foundation (ASF) under one or more
-:: contributor license agreements.  See the NOTICE file distributed with
-:: this work for additional information regarding copyright ownership.
-:: The ASF licenses this file to You under the Apache License, Version 2.0
-:: (the "License"); you may not use this file except in compliance with
-:: the License.  You may obtain a copy of the License at
-::
-::     http://www.apache.org/licenses/LICENSE-2.0
-::
-:: Unless required by applicable law or agreed to in writing, software
-:: distributed under the License is distributed on an "AS IS" BASIS,
-:: WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-:: See the License for the specific language governing permissions and
-:: limitations under the License.
-
-:: JAVA classpath
-:: Use the local variable CLASSPATH to add custom entries (e.g. JDBC drivers) to
-:: the classpath. Separate multiple paths with ":". Enclose the value
-:: in double quotes. Adding additional files or locations on separate
-:: lines makes things clearer.
-:: Note: If under running under cygwin use "/cygdrive/c/..." for "C:/..."
-:: Example:
-::
-::     Set the CLASSPATH to a jar file and a directory.  Note that
-::     "classes dir" is a directory of class files with a space in the name.
-::
-:: CLASSPATH="usr/local/Product1/lib/product.jar"
-:: CLASSPATH="${CLASSPATH}:../MyProject/classes dir"
-::
-SET CLASSPATH="@classpath@"
-
-:: JVM parameters
-:: If you want to modify the default parameters (e.g. maximum heap size -Xmx)
-:: for the Java virtual machine set the local variable JVM_PARAMETERS below
-:: Example:
-:: JVM_PARAMETERS=-Xms100M -Xmx200M
-::
-:: Below are the JVM parameters needed to do remote debugging using Intellij
-:: IDEA.  Uncomment and then do: JVM_PARAMETERS="$IDEA_REMOTE_DEBUG_PARAMS"
-:: IDEA_REMOTE_DEBUG_PARAMS="-Xdebug -Xnoagent -Djava.compiler=NONE -Xrunjdwp:transport=dt_socket,server=y,suspend=n,address=5005"
-::
-:: JVM_PARAMETERS=
-
-:: ---------------------------------------------------------------------------
-:: Default configuration. Do not modify below this line.
-:: ---------------------------------------------------------------------------
-:: Application specific parameters
-
-SET MAIN_CLASS=@main.class@
-SET JVM_PARAMS=@jvm.params@
-SET PROGRAM_PARAMS=@program.params@
-
-:: Try to find java virtual machine
-IF NOT DEFINED JAVA (
-  IF NOT DEFINED JAVA_HOME SET JAVA="java.exe"
-  IF DEFINED JAVA_HOME SET JAVA="%JAVA_HOME%\bin\java.exe"
-)
-
-:: Run program
-%JAVA% %JVM_PARAMS% %JVM_PARAMETERS% -classpath %CLASSPATH% %MAIN_CLASS% %PROGRAM_PARAMS% %*
diff --git a/hivesterix/src/main/scripts/run.sh b/hivesterix/src/main/scripts/run.sh
deleted file mode 100755
index a998626..0000000
--- a/hivesterix/src/main/scripts/run.sh
+++ /dev/null
@@ -1,81 +0,0 @@
-#!/bin/sh
-# JAVA classpath
-# Use the local variable CLASSPATH to add custom entries (e.g. JDBC drivers) to
-# the classpath. Separate multiple paths with ":". Enclose the value
-# in double quotes. Adding additional files or locations on separate
-# lines makes things clearer.
-# Note: If under running under cygwin use "/cygdrive/c/..." for "C:/..."
-# Example:
-#
-#     Set the CLASSPATH to a jar file and a directory.  Note that
-#     "classes dir" is a directory of class files with a space in the name.
-#
-# CLASSPATH="usr/local/Product1/lib/product.jar"
-# CLASSPATH="${CLASSPATH}:../MyProject/classes dir"
-#
-CLASSPATH="@classpath@"
-
-# JVM parameters
-# If you want to modify the default parameters (e.g. maximum heap size -Xmx)
-# for the Java virtual machine set the local variable JVM_PARAMETERS below
-# Example:
-# JVM_PARAMETERS=-Xms100M -Xmx200M
-#
-# Below are the JVM parameters needed to do remote debugging using Intellij
-# IDEA.  Uncomment and then do: JVM_PARAMETERS="$IDEA_REMOTE_DEBUG_PARAMS"
-# IDEA_REMOTE_DEBUG_PARAMS="-Xdebug -Xnoagent -Djava.compiler=NONE -Xrunjdwp:transport=dt_socket,server=y,suspend=n,address=5005"
-#
-# JVM_PARAMETERS=
-
-#run with shared memory setup
-#if [ -n "${RUN_SHARED_MEM}"]; then
-#  JVM_PARAMETERS="${JVM_PARAMETERS} -Xdebug -Xnoagent -Djava.compiler=NONE -Xrunjdwp:transport=dt_shmem,server=n,address=javadebug,suspend=y"
-#fi
-
-# ---------------------------------------------------------------------------
-# Default configuration. Do not modify below this line.
-# ---------------------------------------------------------------------------
-# Application specific parameters
-
-MAIN_CLASS="@main.class@"
-JVM_PARAMS="@jvm.params@"
-PROGRAM_PARAMS="@program.params@"
-
-# Cygwin support.  $cygwin _must_ be set to either true or false.
-case "`uname`" in
-  CYGWIN*) cygwin=true ;;
-  *) cygwin=false ;;
-esac
-
-# For Cygwin, ensure paths are in UNIX format before anything is touched
-if $cygwin; then
-  [ -n "$JAVA_HOME" ] &&
-    JAVA_HOME=`cygpath --unix "$JAVA_HOME"`
-  [ -n "$CLASSPATH" ] &&
-    CLASSPATH=`cygpath --path --unix "$CLASSPATH"`
-fi
-
-# Try to find java virtual machine
-if [ -z "${JAVA}" ];  then
-  if [ -z "${JAVA_HOME}" ]; then
-    JAVA=java
-  else
-    JAVA=${JAVA_HOME}/bin/java
-  fi
-fi
-
-# Try to find directory where this script is located
-COMMAND="${PWD}/$0"
-if [ ! -f "${COMMAND}" ]; then
-	COMMAND="$0"
-fi
-BASEDIR=`expr "${COMMAND}" : '\(.*\)/\.*'`
-
-# For Cygwin, switch paths to Windows format before running java
-if $cygwin; then
-#  JAVA=`cygpath --path --windows "$JAVA"`
-  CLASSPATH=`cygpath --path --windows "$CLASSPATH"`
-fi
-
-# Run program
-${JAVA} ${JVM_PARAMS} ${JVM_PARAMETERS} -classpath "${CLASSPATH}" ${MAIN_CLASS} ${PROGRAM_PARAMS} $*
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestCase.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestCase.java
deleted file mode 100644
index a69a3f2..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestCase.java
+++ /dev/null
@@ -1,144 +0,0 @@
-package edu.uci.ics.hivesterix.perf;
-
-import java.io.File;
-import java.io.PrintWriter;
-import java.io.StringWriter;
-
-import org.apache.hadoop.fs.FileStatus;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.Driver;
-import org.junit.Test;
-
-import edu.uci.ics.hivesterix.perf.base.AbstractPerfTestCase;
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-
-public class PerfTestCase extends AbstractPerfTestCase {
-	private File resultFile;
-	private FileSystem dfs;
-
-	PerfTestCase(File queryFile, File resultFile) {
-		super("testRuntimeFunction", queryFile);
-		this.queryFile = queryFile;
-		this.resultFile = resultFile;
-	}
-
-	@Test
-	public void testRuntimeFunction() throws Exception {
-		StringBuilder queryString = new StringBuilder();
-		readFileToString(queryFile, queryString);
-		String[] queries = queryString.toString().split(";");
-		StringWriter sw = new StringWriter();
-
-		HiveConf hconf = ConfUtil.getHiveConf();
-		Driver driver = new Driver(hconf, new PrintWriter(sw));
-		driver.init();
-
-		dfs = FileSystem.get(ConfUtil.getJobConf());
-
-		int i = 0;
-		for (String query : queries) {
-			if (i == queries.length - 1)
-				break;
-			driver.run(query);
-			driver.clear();
-			i++;
-		}
-
-		String warehouse = hconf.get("hive.metastore.warehouse.dir");
-		String tableName = removeExt(resultFile.getName());
-		String directory = warehouse + "/" + tableName + "/";
-		String localDirectory = "tmp";
-
-		FileStatus[] files = dfs.listStatus(new Path(directory));
-		FileSystem lfs = null;
-		if (files == null) {
-			lfs = FileSystem.getLocal(ConfUtil.getJobConf());
-			files = lfs.listStatus(new Path(directory));
-		}
-
-		File resultDirectory = new File(localDirectory + "/" + tableName);
-		deleteDir(resultDirectory);
-		resultDirectory.mkdir();
-
-		for (FileStatus fs : files) {
-			Path src = fs.getPath();
-			if (src.getName().indexOf("crc") >= 0)
-				continue;
-
-			String destStr = localDirectory + "/" + tableName + "/"
-					+ src.getName();
-			Path dest = new Path(destStr);
-			if (lfs != null) {
-				lfs.copyToLocalFile(src, dest);
-				dfs.copyFromLocalFile(dest, new Path(directory));
-			} else
-				dfs.copyToLocalFile(src, dest);
-		}
-
-		File[] rFiles = resultDirectory.listFiles();
-		StringBuilder sb = new StringBuilder();
-		for (File r : rFiles) {
-			if (r.getName().indexOf("crc") >= 0)
-				continue;
-			readFileToString(r, sb);
-		}
-		deleteDir(resultDirectory);
-
-		StringBuilder buf = new StringBuilder();
-		readFileToString(resultFile, buf);
-		if (!equal(buf, sb)) {
-			throw new Exception("Result for " + queryFile + " changed:\n"
-					+ sw.toString());
-		}
-	}
-
-	private void deleteDir(File resultDirectory) {
-		if (resultDirectory.exists()) {
-			File[] rFiles = resultDirectory.listFiles();
-			for (File r : rFiles)
-				r.delete();
-			resultDirectory.delete();
-		}
-	}
-
-	private boolean equal(StringBuilder sb1, StringBuilder sb2) {
-		String s1 = sb1.toString();
-		String s2 = sb2.toString();
-		String[] rowsOne = s1.split("\n");
-		String[] rowsTwo = s2.split("\n");
-
-		if (rowsOne.length != rowsTwo.length)
-			return false;
-
-		for (int i = 0; i < rowsOne.length; i++) {
-			String row1 = rowsOne[i];
-			String row2 = rowsTwo[i];
-
-			if (row1.equals(row2))
-				continue;
-
-			String[] fields1 = row1.split("");
-			String[] fields2 = row2.split("");
-
-			for (int j = 0; j < fields1.length; j++) {
-				if (fields1[j].equals(fields2[j])) {
-					continue;
-				} else if (fields1[j].indexOf('.') < 0) {
-					return false;
-				} else {
-					Float float1 = Float.parseFloat(fields1[j]);
-					Float float2 = Float.parseFloat(fields2[j]);
-
-					if (Math.abs(float1 - float2) == 0)
-						continue;
-					else
-						return false;
-				}
-			}
-		}
-
-		return true;
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuite.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuite.java
deleted file mode 100644
index 8d8178f..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuite.java
+++ /dev/null
@@ -1,74 +0,0 @@
-package edu.uci.ics.hivesterix.perf;
-
-import java.io.File;
-import java.util.List;
-
-import junit.framework.Test;
-import junit.framework.TestResult;
-import edu.uci.ics.hivesterix.perf.base.AbstractPerfTestSuiteClass;
-
-public class PerfTestSuite extends AbstractPerfTestSuiteClass {
-
-	private static final String PATH_TO_QUERIES = "src/test/resources/perf/queries/";
-	private static final String PATH_TO_RESULTS = "src/test/resources/perf/results/";
-	private static final String PATH_TO_IGNORES = "src/test/resources/perf/ignore.txt";
-
-	private static final String FILE_EXTENSION_OF_RESULTS = "result";
-
-	public static Test suite() throws Exception {
-		List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
-		File testData = new File(PATH_TO_QUERIES);
-		File[] queries = testData.listFiles();
-		PerfTestSuite testSuite = new PerfTestSuite();
-
-		// set hdfs and hyracks cluster, and load test data to hdfs
-		try {
-			testSuite.setup();
-			testSuite.loadData();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-
-		for (File qFile : queries) {
-			if (isIgnored(qFile.getName(), ignores))
-				continue;
-
-			if (qFile.isFile()) {
-				String resultFileName = hiveExtToResExt(qFile.getName());
-				File rFile = new File(PATH_TO_RESULTS + resultFileName);
-				testSuite.addTest(new PerfTestCase(qFile, rFile));
-			}
-		}
-		return testSuite;
-	}
-
-	private static String hiveExtToResExt(String fname) {
-		int dot = fname.lastIndexOf('.');
-		return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
-	}
-
-	/**
-	 * Runs the tests and collects their result in a TestResult.
-	 */
-	@Override
-	public void run(TestResult result) {
-
-		int testCount = countTestCases();
-		for (int i = 0; i < testCount; i++) {
-			Test each = this.testAt(i);
-			if (result.shouldStop())
-				break;
-			runTest(each, result);
-		}
-
-		// cleanup hdfs and hyracks cluster
-		try {
-			cleanup();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-	}
-
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteCaseGenerator.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteCaseGenerator.java
deleted file mode 100644
index 258db22..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteCaseGenerator.java
+++ /dev/null
@@ -1,101 +0,0 @@
-package edu.uci.ics.hivesterix.perf;
-
-import java.io.File;
-
-import org.apache.hadoop.fs.FileStatus;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.Driver;
-import org.junit.Test;
-
-import edu.uci.ics.hivesterix.perf.base.AbstractPerfTestCase;
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-
-public class PerfTestSuiteCaseGenerator extends AbstractPerfTestCase {
-	private File resultFile;
-	private FileSystem dfs;
-
-	PerfTestSuiteCaseGenerator(File queryFile, File resultFile) {
-		super("testRuntimeFunction", queryFile);
-		this.queryFile = queryFile;
-		this.resultFile = resultFile;
-	}
-
-	@Test
-	public void testRuntimeFunction() throws Exception {
-		StringBuilder queryString = new StringBuilder();
-		readFileToString(queryFile, queryString);
-		String[] queries = queryString.toString().split(";");
-
-		HiveConf hconf = ConfUtil.getHiveConf();
-		Driver driver = new Driver(hconf);
-		driver.init();
-
-		dfs = FileSystem.get(ConfUtil.getJobConf());
-
-		long startTime = System.currentTimeMillis();
-		int i = 0;
-		for (String query : queries) {
-			if (i == queries.length - 1)
-				break;
-			driver.run(query);
-			// driver.clear();
-			i++;
-		}
-		long endTime = System.currentTimeMillis();
-		System.out.println(resultFile.getName() + " execution time "
-				+ (endTime - startTime));
-
-		String warehouse = hconf.get("hive.metastore.warehouse.dir");
-		String tableName = removeExt(resultFile.getName());
-		String directory = warehouse + "/" + tableName + "/";
-		String localDirectory = "tmp";
-
-		FileStatus[] files = dfs.listStatus(new Path(directory));
-		FileSystem lfs = null;
-		if (files == null) {
-			lfs = FileSystem.getLocal(ConfUtil.getJobConf());
-			files = lfs.listStatus(new Path(directory));
-		}
-
-		File resultDirectory = new File(localDirectory + "/" + tableName);
-		deleteDir(resultDirectory);
-		resultDirectory.mkdir();
-
-		for (FileStatus fs : files) {
-			Path src = fs.getPath();
-			if (src.getName().indexOf("crc") >= 0)
-				continue;
-
-			String destStr = localDirectory + "/" + tableName + "/"
-					+ src.getName();
-			Path dest = new Path(destStr);
-			if (lfs != null) {
-				lfs.copyToLocalFile(src, dest);
-				dfs.copyFromLocalFile(dest, new Path(directory));
-			} else
-				dfs.copyToLocalFile(src, dest);
-		}
-
-		File[] rFiles = resultDirectory.listFiles();
-		StringBuilder sb = new StringBuilder();
-		for (File r : rFiles) {
-			if (r.getName().indexOf("crc") >= 0)
-				continue;
-			readFileToString(r, sb);
-		}
-		deleteDir(resultDirectory);
-
-		writeStringToFile(resultFile, sb);
-	}
-
-	private void deleteDir(File resultDirectory) {
-		if (resultDirectory.exists()) {
-			File[] rFiles = resultDirectory.listFiles();
-			for (File r : rFiles)
-				r.delete();
-			resultDirectory.delete();
-		}
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteGenerator.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteGenerator.java
deleted file mode 100644
index 0a27ca2..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/PerfTestSuiteGenerator.java
+++ /dev/null
@@ -1,74 +0,0 @@
-package edu.uci.ics.hivesterix.perf;
-
-import java.io.File;
-import java.util.List;
-
-import junit.framework.Test;
-import junit.framework.TestResult;
-import edu.uci.ics.hivesterix.perf.base.AbstractPerfTestSuiteClass;
-
-public class PerfTestSuiteGenerator extends AbstractPerfTestSuiteClass {
-
-	private static final String PATH_TO_QUERIES = "src/test/resources/perf/queries/";
-	private static final String PATH_TO_RESULTS = "src/test/resources/perf/results/";
-	private static final String PATH_TO_IGNORES = "src/test/resources/perf/ignore.txt";
-
-	private static final String FILE_EXTENSION_OF_RESULTS = "result";
-
-	public static Test suite() throws Exception {
-		List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
-		File testData = new File(PATH_TO_QUERIES);
-		File[] queries = testData.listFiles();
-		PerfTestSuiteGenerator testSuite = new PerfTestSuiteGenerator();
-
-		// set hdfs and hyracks cluster, and load test data to hdfs
-		try {
-			testSuite.setup();
-			testSuite.loadData();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-
-		for (File qFile : queries) {
-			if (isIgnored(qFile.getName(), ignores))
-				continue;
-
-			if (qFile.isFile() && qFile.getName().startsWith("q18_")) {
-				String resultFileName = hiveExtToResExt(qFile.getName());
-				File rFile = new File(PATH_TO_RESULTS + resultFileName);
-				testSuite.addTest(new PerfTestSuiteCaseGenerator(qFile, rFile));
-			}
-		}
-		return testSuite;
-	}
-
-	private static String hiveExtToResExt(String fname) {
-		int dot = fname.lastIndexOf('.');
-		return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
-	}
-
-	/**
-	 * Runs the tests and collects their result in a TestResult.
-	 */
-	@Override
-	public void run(TestResult result) {
-
-		int testCount = countTestCases();
-		for (int i = 0; i < testCount; i++) {
-			Test each = this.testAt(i);
-			if (result.shouldStop())
-				break;
-			runTest(each, result);
-		}
-
-		// cleanup hdfs and hyracks cluster
-		try {
-			cleanup();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-	}
-
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestCase.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestCase.java
deleted file mode 100644
index f55d6a1..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestCase.java
+++ /dev/null
@@ -1,52 +0,0 @@
-package edu.uci.ics.hivesterix.perf.base;
-
-import java.io.BufferedReader;
-import java.io.File;
-import java.io.FileReader;
-import java.io.FileWriter;
-import java.io.PrintWriter;
-import java.io.StringWriter;
-
-import junit.framework.TestCase;
-
-public class AbstractPerfTestCase extends TestCase {
-	protected File queryFile;
-
-	public AbstractPerfTestCase(String testName, File queryFile) {
-		super(testName);
-	}
-
-	protected static void readFileToString(File file, StringBuilder buf)
-			throws Exception {
-		BufferedReader result = new BufferedReader(new FileReader(file));
-		while (true) {
-			String s = result.readLine();
-			if (s == null) {
-				break;
-			} else {
-				buf.append(s);
-				buf.append('\n');
-			}
-		}
-		result.close();
-	}
-
-	protected static void writeStringToFile(File file, StringWriter buf)
-			throws Exception {
-		PrintWriter result = new PrintWriter(new FileWriter(file));
-		result.print(buf);
-		result.close();
-	}
-
-	protected static void writeStringToFile(File file, StringBuilder buf)
-			throws Exception {
-		PrintWriter result = new PrintWriter(new FileWriter(file));
-		result.print(buf);
-		result.close();
-	}
-
-	protected static String removeExt(String fname) {
-		int dot = fname.lastIndexOf('.');
-		return fname.substring(0, dot);
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestSuiteClass.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestSuiteClass.java
deleted file mode 100644
index 05474ca..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/perf/base/AbstractPerfTestSuiteClass.java
+++ /dev/null
@@ -1,210 +0,0 @@
-package edu.uci.ics.hivesterix.perf.base;
-
-import java.io.BufferedReader;
-import java.io.FileNotFoundException;
-import java.io.FileReader;
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.Iterator;
-import java.util.List;
-import java.util.Map;
-
-import junit.framework.TestSuite;
-
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hdfs.MiniDFSCluster;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.session.SessionState;
-import org.apache.hadoop.mapred.JobConf;
-import org.apache.hadoop.mapred.MiniMRCluster;
-
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hyracks.api.client.HyracksConnection;
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
-import edu.uci.ics.hyracks.control.common.controllers.CCConfig;
-import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
-import edu.uci.ics.hyracks.control.nc.NodeControllerService;
-
-@SuppressWarnings("deprecation")
-public abstract class AbstractPerfTestSuiteClass extends TestSuite {
-
-	private static final String PATH_TO_HADOOP_CONF = "src/test/resources/perf/hadoop/conf";
-	private static final String PATH_TO_HIVE_CONF = "src/test/resources/perf/hive/conf/hive-default.xml";
-	private static final String PATH_TO_DATA = "src/test/resources/perf/data/";
-
-	private MiniDFSCluster dfsCluster;
-	private MiniMRCluster mrCluster;
-
-	private JobConf conf = new JobConf();
-	protected FileSystem dfs;
-
-	private int numberOfNC = 2;
-	private ClusterControllerService cc;
-	private Map<String, NodeControllerService> ncs = new HashMap<String, NodeControllerService>();
-
-	/**
-	 * setup cluster
-	 * 
-	 * @throws IOException
-	 */
-	protected void setup() throws Exception {
-		setupHdfs();
-		setupHyracks();
-	}
-
-	private void setupHdfs() throws IOException {
-		conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/core-site.xml"));
-		conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/mapred-site.xml"));
-		conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/hdfs-site.xml"));
-		HiveConf hconf = new HiveConf(SessionState.class);
-		hconf.addResource(new Path(PATH_TO_HIVE_CONF));
-
-		FileSystem lfs = FileSystem.getLocal(new Configuration());
-		lfs.delete(new Path("build"), true);
-		lfs.delete(new Path("metastore_db"), true);
-
-		System.setProperty("hadoop.log.dir", "logs");
-		dfsCluster = new MiniDFSCluster(hconf, numberOfNC, true, null);
-		dfs = dfsCluster.getFileSystem();
-
-		mrCluster = new MiniMRCluster(2, dfs.getUri().toString(), 1);
-		hconf.setVar(HiveConf.ConfVars.HADOOPJT,
-				"localhost:" + mrCluster.getJobTrackerPort());
-		hconf.setInt("mapred.min.split.size", 1342177280);
-
-		conf = new JobConf(hconf);
-		ConfUtil.setJobConf(conf);
-
-		String fsName = conf.get("fs.default.name");
-		hconf.set("hive.metastore.warehouse.dir",
-				fsName.concat("/tmp/hivesterix"));
-		String warehouse = hconf.get("hive.metastore.warehouse.dir");
-		dfs.mkdirs(new Path(warehouse));
-		ConfUtil.setHiveConf(hconf);
-	}
-
-	private void setupHyracks() throws Exception {
-		// read hive conf
-		HiveConf hconf = new HiveConf(SessionState.class);
-		hconf.addResource(new Path(PATH_TO_HIVE_CONF));
-		SessionState.start(hconf);
-		String ipAddress = hconf.get("hive.hyracks.host");
-		int clientPort = Integer.parseInt(hconf.get("hive.hyracks.port"));
-		int clusterPort = clientPort;
-		String applicationName = hconf.get("hive.hyracks.app");
-
-		// start hyracks cc
-		CCConfig ccConfig = new CCConfig();
-		ccConfig.clientNetIpAddress = ipAddress;
-		ccConfig.clientNetPort = clientPort;
-		ccConfig.clusterNetPort = clusterPort;
-		ccConfig.profileDumpPeriod = 1000;
-		ccConfig.heartbeatPeriod = 200000000;
-		ccConfig.maxHeartbeatLapsePeriods = 200000000;
-		cc = new ClusterControllerService(ccConfig);
-		cc.start();
-
-		// start hyracks nc
-		for (int i = 0; i < numberOfNC; i++) {
-			NCConfig ncConfig = new NCConfig();
-			ncConfig.ccHost = ipAddress;
-			ncConfig.clusterNetIPAddress = ipAddress;
-			ncConfig.ccPort = clientPort;
-			ncConfig.dataIPAddress = "127.0.0.1";
-			ncConfig.nodeId = "nc" + i;
-			NodeControllerService nc = new NodeControllerService(ncConfig);
-			nc.start();
-			ncs.put(ncConfig.nodeId, nc);
-		}
-
-		IHyracksClientConnection hcc = new HyracksConnection(
-				ccConfig.clientNetIpAddress, clientPort);
-		hcc.createApplication(applicationName, null);
-	}
-
-	protected void makeDir(String path) throws IOException {
-		dfs.mkdirs(new Path(path));
-	}
-
-	protected void loadFiles(String src, String dest) throws IOException {
-		dfs.copyFromLocalFile(new Path(src), new Path(dest));
-	}
-
-	protected void cleanup() throws Exception {
-		cleanupHdfs();
-		cleanupHyracks();
-	}
-
-	/**
-	 * cleanup hdfs cluster
-	 */
-	private void cleanupHdfs() throws IOException {
-		dfs.delete(new Path("/"), true);
-		FileSystem.closeAll();
-		dfsCluster.shutdown();
-	}
-
-	/**
-	 * cleanup hyracks cluster
-	 */
-	private void cleanupHyracks() throws Exception {
-		Iterator<NodeControllerService> iterator = ncs.values().iterator();
-		while (iterator.hasNext()) {
-			NodeControllerService nc = iterator.next();
-			nc.stop();
-		}
-		cc.stop();
-	}
-
-	protected static List<String> getIgnoreList(String ignorePath)
-			throws FileNotFoundException, IOException {
-		BufferedReader reader = new BufferedReader(new FileReader(ignorePath));
-		String s = null;
-		List<String> ignores = new ArrayList<String>();
-		while ((s = reader.readLine()) != null) {
-			ignores.add(s);
-		}
-		reader.close();
-		return ignores;
-	}
-
-	protected static boolean isIgnored(String q, List<String> ignoreList) {
-		for (String ignore : ignoreList) {
-			if (ignore.equals(q)) {
-				return true;
-			}
-		}
-		return false;
-	}
-
-	protected void loadData() throws IOException {
-
-		makeDir("/tpch");
-		makeDir("/tpch/customer");
-		makeDir("/tpch/lineitem");
-		makeDir("/tpch/orders");
-		makeDir("/tpch/part");
-		makeDir("/tpch/partsupp");
-		makeDir("/tpch/supplier");
-		makeDir("/tpch/nation");
-		makeDir("/tpch/region");
-
-		makeDir("/jarod");
-
-		loadFiles(PATH_TO_DATA + "customer.tbl", "/tpch/customer/");
-		loadFiles(PATH_TO_DATA + "lineitem.tbl", "/tpch/lineitem/");
-		loadFiles(PATH_TO_DATA + "orders.tbl", "/tpch/orders/");
-		loadFiles(PATH_TO_DATA + "part.tbl", "/tpch/part/");
-		loadFiles(PATH_TO_DATA + "partsupp.tbl", "/tpch/partsupp/");
-		loadFiles(PATH_TO_DATA + "supplier.tbl", "/tpch/supplier/");
-		loadFiles(PATH_TO_DATA + "nation.tbl", "/tpch/nation/");
-		loadFiles(PATH_TO_DATA + "region.tbl", "/tpch/region/");
-
-		loadFiles(PATH_TO_DATA + "ext-gby.tbl", "/jarod/");
-	}
-
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractHivesterixTestCase.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractHivesterixTestCase.java
deleted file mode 100644
index 560cef7..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractHivesterixTestCase.java
+++ /dev/null
@@ -1,52 +0,0 @@
-package edu.uci.ics.hivesterix.test.base;
-
-import java.io.BufferedReader;
-import java.io.File;
-import java.io.FileReader;
-import java.io.FileWriter;
-import java.io.PrintWriter;
-import java.io.StringWriter;
-
-import junit.framework.TestCase;
-
-public class AbstractHivesterixTestCase extends TestCase {
-	protected File queryFile;
-
-	public AbstractHivesterixTestCase(String testName, File queryFile) {
-		super(testName);
-	}
-
-	protected static void readFileToString(File file, StringBuilder buf)
-			throws Exception {
-		BufferedReader result = new BufferedReader(new FileReader(file));
-		while (true) {
-			String s = result.readLine();
-			if (s == null) {
-				break;
-			} else {
-				buf.append(s);
-				buf.append('\n');
-			}
-		}
-		result.close();
-	}
-
-	protected static void writeStringToFile(File file, StringWriter buf)
-			throws Exception {
-		PrintWriter result = new PrintWriter(new FileWriter(file));
-		result.print(buf);
-		result.close();
-	}
-
-	protected static void writeStringToFile(File file, StringBuilder buf)
-			throws Exception {
-		PrintWriter result = new PrintWriter(new FileWriter(file));
-		result.print(buf);
-		result.close();
-	}
-
-	protected static String removeExt(String fname) {
-		int dot = fname.lastIndexOf('.');
-		return fname.substring(0, dot);
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractTestSuiteClass.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractTestSuiteClass.java
deleted file mode 100644
index e9a5736..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/base/AbstractTestSuiteClass.java
+++ /dev/null
@@ -1,217 +0,0 @@
-package edu.uci.ics.hivesterix.test.base;
-
-import java.io.BufferedReader;
-import java.io.File;
-import java.io.FileNotFoundException;
-import java.io.FileReader;
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.Iterator;
-import java.util.List;
-import java.util.Map;
-
-import junit.framework.TestSuite;
-
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hdfs.MiniDFSCluster;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.session.SessionState;
-import org.apache.hadoop.mapred.JobConf;
-import org.apache.hadoop.mapred.MiniMRCluster;
-
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hyracks.api.client.HyracksConnection;
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
-import edu.uci.ics.hyracks.control.common.controllers.CCConfig;
-import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
-import edu.uci.ics.hyracks.control.nc.NodeControllerService;
-
-@SuppressWarnings("deprecation")
-public abstract class AbstractTestSuiteClass extends TestSuite {
-
-	private static final String PATH_TO_HADOOP_CONF = "src/test/resources/runtimefunctionts/hadoop/conf";
-	private static final String PATH_TO_HIVE_CONF = "src/test/resources/runtimefunctionts/hive/conf/hive-default.xml";
-
-	private static final String PATH_TO_CLUSTER_CONF = "src/test/resources/runtimefunctionts/hive/conf/topology.xml";
-	private static final String PATH_TO_DATA = "src/test/resources/runtimefunctionts/data/";
-
-	private MiniDFSCluster dfsCluster;
-	private MiniMRCluster mrCluster;
-
-	private JobConf conf = new JobConf();
-	protected FileSystem dfs;
-
-	private int numberOfNC = 2;
-	private ClusterControllerService cc;
-	private Map<String, NodeControllerService> ncs = new HashMap<String, NodeControllerService>();
-
-	/**
-	 * setup cluster
-	 * 
-	 * @throws IOException
-	 */
-	protected void setup() throws Exception {
-		setupHdfs();
-		setupHyracks();
-	}
-
-	private void setupHdfs() throws IOException {
-		conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/core-site.xml"));
-		conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/mapred-site.xml"));
-		conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/hdfs-site.xml"));
-		HiveConf hconf = new HiveConf(SessionState.class);
-		hconf.addResource(new Path(PATH_TO_HIVE_CONF));
-
-		FileSystem lfs = FileSystem.getLocal(new Configuration());
-		lfs.delete(new Path("build"), true);
-		lfs.delete(new Path("metastore_db"), true);
-
-		System.setProperty("hadoop.log.dir", "logs");
-		dfsCluster = new MiniDFSCluster(hconf, numberOfNC, true, null);
-		dfs = dfsCluster.getFileSystem();
-
-		mrCluster = new MiniMRCluster(2, dfs.getUri().toString(), 1);
-		hconf.setVar(HiveConf.ConfVars.HADOOPJT,
-				"localhost:" + mrCluster.getJobTrackerPort());
-
-		conf = new JobConf(hconf);
-		ConfUtil.setJobConf(conf);
-
-		String fsName = conf.get("fs.default.name");
-		hconf.set("hive.metastore.warehouse.dir",
-				fsName.concat("/tmp/hivesterix"));
-		String warehouse = hconf.get("hive.metastore.warehouse.dir");
-		dfs.mkdirs(new Path(warehouse));
-		ConfUtil.setHiveConf(hconf);
-	}
-
-	private void setupHyracks() throws Exception {
-		// read hive conf
-		HiveConf hconf = new HiveConf(SessionState.class);
-		hconf.addResource(new Path(PATH_TO_HIVE_CONF));
-		SessionState.start(hconf);
-		String ipAddress = hconf.get("hive.hyracks.host");
-		int clientPort = Integer.parseInt(hconf.get("hive.hyracks.port"));
-		int netPort = clientPort + 1;
-		String applicationName = hconf.get("hive.hyracks.app");
-
-		// start hyracks cc
-		CCConfig ccConfig = new CCConfig();
-		ccConfig.clientNetIpAddress = ipAddress;
-		ccConfig.clientNetPort = clientPort;
-		ccConfig.clusterNetPort = netPort;
-		ccConfig.profileDumpPeriod = 1000;
-		ccConfig.heartbeatPeriod = 200000000;
-		ccConfig.maxHeartbeatLapsePeriods = 200000000;
-		ccConfig.clusterTopologyDefinition = new File(PATH_TO_CLUSTER_CONF);
-		cc = new ClusterControllerService(ccConfig);
-		cc.start();
-
-		// start hyracks nc
-		for (int i = 0; i < numberOfNC; i++) {
-			NCConfig ncConfig = new NCConfig();
-			ncConfig.ccHost = ipAddress;
-			ncConfig.clusterNetIPAddress = ipAddress;
-			ncConfig.ccPort = netPort;
-			ncConfig.dataIPAddress = "127.0.0.1";
-			ncConfig.nodeId = "nc" + i;
-			NodeControllerService nc = new NodeControllerService(ncConfig);
-			nc.start();
-			ncs.put(ncConfig.nodeId, nc);
-		}
-
-		IHyracksClientConnection hcc = new HyracksConnection(
-				ccConfig.clientNetIpAddress, clientPort);
-		hcc.createApplication(applicationName, null);
-	}
-
-	protected void makeDir(String path) throws IOException {
-		dfs.mkdirs(new Path(path));
-	}
-
-	protected void loadFiles(String src, String dest) throws IOException {
-		dfs.copyFromLocalFile(new Path(src), new Path(dest));
-	}
-
-	protected void cleanup() throws Exception {
-		cleanupHdfs();
-		cleanupHyracks();
-	}
-
-	/**
-	 * cleanup hdfs cluster
-	 */
-	private void cleanupHdfs() throws IOException {
-		dfs.delete(new Path("/"), true);
-		FileSystem.closeAll();
-		dfsCluster.shutdown();
-	}
-
-	/**
-	 * cleanup hyracks cluster
-	 */
-	private void cleanupHyracks() throws Exception {
-		Iterator<NodeControllerService> iterator = ncs.values().iterator();
-		while (iterator.hasNext()) {
-			NodeControllerService nc = iterator.next();
-			nc.stop();
-		}
-		cc.stop();
-	}
-
-	protected static List<String> getIgnoreList(String ignorePath)
-			throws FileNotFoundException, IOException {
-		BufferedReader reader = new BufferedReader(new FileReader(ignorePath));
-		String s = null;
-		List<String> ignores = new ArrayList<String>();
-		while ((s = reader.readLine()) != null) {
-			ignores.add(s);
-		}
-		reader.close();
-		return ignores;
-	}
-
-	protected static boolean isIgnored(String q, List<String> ignoreList) {
-		for (String ignore : ignoreList) {
-			if (q.indexOf(ignore) >= 0) {
-				return true;
-			}
-		}
-		return false;
-	}
-
-	protected void loadData() throws IOException {
-
-		makeDir("/tpch");
-		makeDir("/tpch/customer");
-		makeDir("/tpch/lineitem");
-		makeDir("/tpch/orders");
-		makeDir("/tpch/part");
-		makeDir("/tpch/partsupp");
-		makeDir("/tpch/supplier");
-		makeDir("/tpch/nation");
-		makeDir("/tpch/region");
-
-		makeDir("/test");
-		makeDir("/test/joinsrc1");
-		makeDir("/test/joinsrc2");
-
-		loadFiles(PATH_TO_DATA + "customer.tbl", "/tpch/customer/");
-		loadFiles(PATH_TO_DATA + "lineitem.tbl", "/tpch/lineitem/");
-		loadFiles(PATH_TO_DATA + "orders.tbl", "/tpch/orders/");
-		loadFiles(PATH_TO_DATA + "part.tbl", "/tpch/part/");
-		loadFiles(PATH_TO_DATA + "partsupp.tbl", "/tpch/partsupp/");
-		loadFiles(PATH_TO_DATA + "supplier.tbl", "/tpch/supplier/");
-		loadFiles(PATH_TO_DATA + "nation.tbl", "/tpch/nation/");
-		loadFiles(PATH_TO_DATA + "region.tbl", "/tpch/region/");
-
-		loadFiles(PATH_TO_DATA + "large_card_join_src.tbl", "/test/joinsrc1/");
-		loadFiles(PATH_TO_DATA + "large_card_join_src_small.tbl",
-				"/test/joinsrc2/");
-	}
-
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/datagen/RecordBalance.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/datagen/RecordBalance.java
deleted file mode 100644
index 800d6be..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/datagen/RecordBalance.java
+++ /dev/null
@@ -1,82 +0,0 @@
-package edu.uci.ics.hivesterix.test.datagen;
-
-import java.io.IOException;
-import java.util.Iterator;
-
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.io.NullWritable;
-import org.apache.hadoop.io.Text;
-import org.apache.hadoop.mapred.FileInputFormat;
-import org.apache.hadoop.mapred.FileOutputFormat;
-import org.apache.hadoop.mapred.JobClient;
-import org.apache.hadoop.mapred.JobConf;
-import org.apache.hadoop.mapred.MapReduceBase;
-import org.apache.hadoop.mapred.Mapper;
-import org.apache.hadoop.mapred.OutputCollector;
-import org.apache.hadoop.mapred.Reducer;
-import org.apache.hadoop.mapred.Reporter;
-import org.apache.hadoop.mapred.TextInputFormat;
-
-@SuppressWarnings("deprecation")
-public class RecordBalance {
-
-	private static String confPath = System.getenv("HADDOP_HOME");
-	private static Path[] inputPaths = { new Path("/tpch/100x/customer"),
-			new Path("/tpch/100x/nation"), new Path("/tpch/100x/region"),
-			new Path("/tpch/100x/lineitem"), new Path("/tpch/100x/orders"),
-			new Path("/tpch/100x/part"), new Path("/tpch/100x/partsupp"),
-			new Path("/tpch/100x/supplier") };
-
-	private static Path[] outputPaths = { new Path("/tpch/100/customer"),
-			new Path("/tpch/100/nation"), new Path("/tpch/100/region"),
-			new Path("/tpch/100/lineitem"), new Path("/tpch/100/orders"),
-			new Path("/tpch/100/part"), new Path("/tpch/100/partsupp"),
-			new Path("/tpch/100/supplier") };
-
-	public static class MapRecordOnly extends MapReduceBase implements
-			Mapper<LongWritable, Text, LongWritable, Text> {
-
-		public void map(LongWritable id, Text inputValue,
-				OutputCollector<LongWritable, Text> output, Reporter reporter)
-				throws IOException {
-			output.collect(id, inputValue);
-		}
-	}
-
-	public static class ReduceRecordOnly extends MapReduceBase implements
-			Reducer<LongWritable, Text, NullWritable, Text> {
-
-		NullWritable key = NullWritable.get();
-
-		public void reduce(LongWritable inputKey, Iterator<Text> inputValue,
-				OutputCollector<NullWritable, Text> output, Reporter reporter)
-				throws IOException {
-			while (inputValue.hasNext())
-				output.collect(key, inputValue.next());
-		}
-	}
-
-	public static void main(String[] args) throws IOException {
-
-		for (int i = 0; i < inputPaths.length; i++) {
-			JobConf job = new JobConf(RecordBalance.class);
-			job.addResource(new Path(confPath + "/core-site.xml"));
-			job.addResource(new Path(confPath + "/mapred-site.xml"));
-			job.addResource(new Path(confPath + "/hdfs-site.xml"));
-
-			job.setJobName(RecordBalance.class.getSimpleName());
-			job.setMapperClass(MapRecordOnly.class);
-			job.setReducerClass(ReduceRecordOnly.class);
-			job.setMapOutputKeyClass(LongWritable.class);
-			job.setMapOutputValueClass(Text.class);
-
-			job.setInputFormat(TextInputFormat.class);
-			FileInputFormat.setInputPaths(job, inputPaths[i]);
-			FileOutputFormat.setOutputPath(job, outputPaths[i]);
-			job.setNumReduceTasks(Integer.parseInt(args[0]));
-
-			JobClient.runJob(job);
-		}
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/legacy/LegacyTestCase.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/legacy/LegacyTestCase.java
deleted file mode 100644
index 9591c32..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/legacy/LegacyTestCase.java
+++ /dev/null
@@ -1,144 +0,0 @@
-package edu.uci.ics.hivesterix.test.legacy;
-
-import java.io.File;
-import java.io.PrintWriter;
-import java.io.StringWriter;
-
-import org.apache.hadoop.fs.FileStatus;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.Driver;
-import org.junit.Test;
-
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
-
-public class LegacyTestCase extends AbstractHivesterixTestCase {
-	private File resultFile;
-	private FileSystem dfs;
-
-	public LegacyTestCase(File queryFile, File resultFile) {
-		super("legacy", queryFile);
-		this.queryFile = queryFile;
-		this.resultFile = resultFile;
-	}
-
-	@Test
-	public void testRuntimeFunction() throws Exception {
-		StringBuilder queryString = new StringBuilder();
-		readFileToString(queryFile, queryString);
-		String[] queries = queryString.toString().split(";");
-		StringWriter sw = new StringWriter();
-
-		HiveConf hconf = ConfUtil.getHiveConf();
-		Driver driver = new Driver(hconf, new PrintWriter(sw));
-		driver.init();
-
-		dfs = FileSystem.get(ConfUtil.getJobConf());
-
-		int i = 0;
-		for (String query : queries) {
-			if (i == queries.length - 1)
-				break;
-			driver.run(query);
-			driver.clear();
-			i++;
-		}
-
-		String warehouse = hconf.get("hive.metastore.warehouse.dir");
-		String tableName = removeExt(resultFile.getName());
-		String directory = warehouse + "/" + tableName + "/";
-		String localDirectory = "tmp";
-
-		FileStatus[] files = dfs.listStatus(new Path(directory));
-		FileSystem lfs = null;
-		if (files == null) {
-			lfs = FileSystem.getLocal(ConfUtil.getJobConf());
-			files = lfs.listStatus(new Path(directory));
-		}
-
-		File resultDirectory = new File(localDirectory + "/" + tableName);
-		deleteDir(resultDirectory);
-		resultDirectory.mkdir();
-
-		for (FileStatus fs : files) {
-			Path src = fs.getPath();
-			if (src.getName().indexOf("crc") >= 0)
-				continue;
-
-			String destStr = localDirectory + "/" + tableName + "/"
-					+ src.getName();
-			Path dest = new Path(destStr);
-			if (lfs != null) {
-				lfs.copyToLocalFile(src, dest);
-				dfs.copyFromLocalFile(dest, new Path(directory));
-			} else
-				dfs.copyToLocalFile(src, dest);
-		}
-
-		File[] rFiles = resultDirectory.listFiles();
-		StringBuilder sb = new StringBuilder();
-		for (File r : rFiles) {
-			if (r.getName().indexOf("crc") >= 0)
-				continue;
-			readFileToString(r, sb);
-		}
-		deleteDir(resultDirectory);
-
-		StringBuilder buf = new StringBuilder();
-		readFileToString(resultFile, buf);
-		if (!equal(buf, sb)) {
-			throw new Exception("Result for " + queryFile + " changed:\n"
-					+ sw.toString());
-		}
-	}
-
-	private void deleteDir(File resultDirectory) {
-		if (resultDirectory.exists()) {
-			File[] rFiles = resultDirectory.listFiles();
-			for (File r : rFiles)
-				r.delete();
-			resultDirectory.delete();
-		}
-	}
-
-	private boolean equal(StringBuilder sb1, StringBuilder sb2) {
-		String s1 = sb1.toString();
-		String s2 = sb2.toString();
-		String[] rowsOne = s1.split("\n");
-		String[] rowsTwo = s2.split("\n");
-
-		if (rowsOne.length != rowsTwo.length)
-			return false;
-
-		for (int i = 0; i < rowsOne.length; i++) {
-			String row1 = rowsOne[i];
-			String row2 = rowsTwo[i];
-
-			if (row1.equals(row2))
-				continue;
-
-			String[] fields1 = row1.split("");
-			String[] fields2 = row2.split("");
-
-			for (int j = 0; j < fields1.length; j++) {
-				if (fields1[j].equals(fields2[j])) {
-					continue;
-				} else if (fields1[j].indexOf('.') < 0) {
-					return false;
-				} else {
-					Float float1 = Float.parseFloat(fields1[j]);
-					Float float2 = Float.parseFloat(fields2[j]);
-
-					if (Math.abs(float1 - float2) == 0)
-						continue;
-					else
-						return false;
-				}
-			}
-		}
-
-		return true;
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestCase.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestCase.java
deleted file mode 100644
index db13676..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestCase.java
+++ /dev/null
@@ -1,57 +0,0 @@
-package edu.uci.ics.hivesterix.test.optimizer;
-
-import java.io.File;
-import java.io.PrintWriter;
-import java.io.StringWriter;
-
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.Driver;
-import org.junit.Test;
-
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
-
-public class OptimizerTestCase extends AbstractHivesterixTestCase {
-	private File resultFile;
-
-	OptimizerTestCase(File queryFile, File resultFile) {
-		super("testOptimizer", queryFile);
-		this.queryFile = queryFile;
-		this.resultFile = resultFile;
-	}
-
-	@Test
-	public void testOptimizer() throws Exception {
-		StringBuilder queryString = new StringBuilder();
-		readFileToString(queryFile, queryString);
-		String[] queries = queryString.toString().split(";");
-		StringWriter sw = new StringWriter();
-
-		HiveConf hconf = ConfUtil.getHiveConf();
-		Driver driver = new Driver(hconf, new PrintWriter(sw));
-		driver.init();
-
-		int i = 0;
-		for (String query : queries) {
-			if (i == queries.length - 1)
-				break;
-			if (query.toLowerCase().indexOf("create") >= 0
-					|| query.toLowerCase().indexOf("drop") >= 0
-					|| query.toLowerCase().indexOf("set") >= 0
-					|| query.toLowerCase().startsWith("\n\ncreate")
-					|| query.toLowerCase().startsWith("\n\ndrop")
-					|| query.toLowerCase().startsWith("\n\nset"))
-				driver.run(query);
-			else
-				driver.compile(query);
-			driver.clear();
-			i++;
-		}
-		StringBuilder buf = new StringBuilder();
-		readFileToString(resultFile, buf);
-		if (!buf.toString().equals(sw.toString())) {
-			throw new Exception("Result for " + queryFile + " changed:\n"
-					+ sw.toString());
-		}
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuitGenerator.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuitGenerator.java
deleted file mode 100644
index 217f67d..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuitGenerator.java
+++ /dev/null
@@ -1,77 +0,0 @@
-package edu.uci.ics.hivesterix.test.optimizer;
-
-import java.io.File;
-import java.io.FileNotFoundException;
-import java.io.IOException;
-import java.io.UnsupportedEncodingException;
-import java.util.List;
-
-import junit.framework.Test;
-import junit.framework.TestResult;
-import edu.uci.ics.hivesterix.test.base.AbstractTestSuiteClass;
-
-public class OptimizerTestSuitGenerator extends AbstractTestSuiteClass {
-	private static final String PATH_TO_QUERIES = "src/test/resources/optimizerts/queries/";
-	private static final String PATH_TO_RESULTS = "src/test/resources/optimizerts/results/";
-	private static final String PATH_TO_IGNORES = "src/test/resources/optimizerts/ignore.txt";
-
-	private static final String FILE_EXTENSION_OF_RESULTS = "plan";
-
-	public static Test suite() throws UnsupportedEncodingException,
-			FileNotFoundException, IOException {
-		List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
-		File testData = new File(PATH_TO_QUERIES);
-		File[] queries = testData.listFiles();
-		OptimizerTestSuitGenerator testSuite = new OptimizerTestSuitGenerator();
-		// set hdfs and hyracks cluster, and load test data to hdfs
-		try {
-			testSuite.setup();
-			testSuite.loadData();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-
-		for (File qFile : queries) {
-			if (isIgnored(qFile.getName(), ignores))
-				continue;
-
-			if (qFile.isFile()) {
-				String resultFileName = aqlExtToResExt(qFile.getName());
-				File rFile = new File(PATH_TO_RESULTS + resultFileName);
-				testSuite.addTest(new OptimizerTestSuiteCaseGenerator(qFile,
-						rFile));
-			}
-		}
-		return testSuite;
-	}
-
-	private static String aqlExtToResExt(String fname) {
-		int dot = fname.lastIndexOf('.');
-		return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
-	}
-
-	/**
-	 * Runs the tests and collects their result in a TestResult.
-	 */
-	@Override
-	public void run(TestResult result) {
-
-		int testCount = countTestCases();
-		for (int i = 0; i < testCount; i++) {
-			Test each = this.testAt(i);
-			if (result.shouldStop())
-				break;
-			runTest(each, result);
-		}
-
-		// cleanup hdfs and hyracks cluster
-		try {
-			cleanup();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-	}
-
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuite.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuite.java
deleted file mode 100644
index e3a4a4e..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuite.java
+++ /dev/null
@@ -1,54 +0,0 @@
-package edu.uci.ics.hivesterix.test.optimizer;
-
-import java.io.File;
-import java.io.FileNotFoundException;
-import java.io.IOException;
-import java.io.UnsupportedEncodingException;
-import java.util.List;
-
-import junit.framework.Test;
-import edu.uci.ics.hivesterix.test.base.AbstractTestSuiteClass;
-
-public class OptimizerTestSuite extends AbstractTestSuiteClass {
-
-	private static final String PATH_TO_QUERIES = "src/test/resources/optimizerts/queries/";
-	private static final String PATH_TO_RESULTS = "src/test/resources/optimizerts/results/";
-	private static final String PATH_TO_IGNORES = "src/test/resources/optimizerts/ignore.txt";
-
-	private static final String FILE_EXTENSION_OF_RESULTS = "plan";
-
-	public static Test suite() throws UnsupportedEncodingException,
-			FileNotFoundException, IOException {
-		List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
-		File testData = new File(PATH_TO_QUERIES);
-		File[] queries = testData.listFiles();
-		OptimizerTestSuite testSuite = new OptimizerTestSuite();
-
-		// set hdfs and hyracks cluster, and load test data to hdfs
-		try {
-			testSuite.setup();
-			testSuite.loadData();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-
-		for (File qFile : queries) {
-			if (isIgnored(qFile.getName(), ignores))
-				continue;
-
-			if (qFile.isFile() && qFile.getName().startsWith("h11_")) {
-				String resultFileName = hiveExtToResExt(qFile.getName());
-				File rFile = new File(PATH_TO_RESULTS + resultFileName);
-				testSuite.addTest(new OptimizerTestCase(qFile, rFile));
-			}
-		}
-		return testSuite;
-	}
-
-	private static String hiveExtToResExt(String fname) {
-		int dot = fname.lastIndexOf('.');
-		return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
-	}
-
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuiteCaseGenerator.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuiteCaseGenerator.java
deleted file mode 100644
index a86dc29..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/optimizer/OptimizerTestSuiteCaseGenerator.java
+++ /dev/null
@@ -1,53 +0,0 @@
-package edu.uci.ics.hivesterix.test.optimizer;
-
-import java.io.File;
-import java.io.PrintWriter;
-import java.io.StringWriter;
-
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.Driver;
-import org.junit.Test;
-
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
-
-public class OptimizerTestSuiteCaseGenerator extends AbstractHivesterixTestCase {
-	private File resultFile;
-
-	OptimizerTestSuiteCaseGenerator(File queryFile, File resultFile) {
-		super("testOptimizer", queryFile);
-		this.queryFile = queryFile;
-		this.resultFile = resultFile;
-	}
-
-	@Test
-	public void testOptimizer() throws Exception {
-		StringBuilder queryString = new StringBuilder();
-		readFileToString(queryFile, queryString);
-		String[] queries = queryString.toString().split(";");
-		StringWriter sw = new StringWriter();
-
-		HiveConf hconf = ConfUtil.getHiveConf();
-		Driver driver = new Driver(hconf, new PrintWriter(sw));
-		driver.init();
-
-		int i = 0;
-		for (String query : queries) {
-			if (i == queries.length - 1)
-				break;
-			if (query.toLowerCase().indexOf("create") >= 0
-					|| query.toLowerCase().indexOf("drop") >= 0
-					|| query.toLowerCase().indexOf("set") >= 0
-					|| query.toLowerCase().startsWith("\n\ncreate")
-					|| query.toLowerCase().startsWith("\n\ndrop")
-					|| query.toLowerCase().startsWith("\n\nset"))
-				driver.run(query);
-			else
-				driver.compile(query);
-			driver.clear();
-			i++;
-		}
-		sw.close();
-		writeStringToFile(resultFile, sw);
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestCase.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestCase.java
deleted file mode 100644
index 078de9a..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestCase.java
+++ /dev/null
@@ -1,152 +0,0 @@
-package edu.uci.ics.hivesterix.test.runtimefunction;
-
-import java.io.File;
-import java.io.PrintWriter;
-import java.io.StringWriter;
-
-import org.apache.hadoop.fs.FileStatus;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.Driver;
-import org.junit.Test;
-
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
-
-public class RuntimeFunctionTestCase extends AbstractHivesterixTestCase {
-	private File resultFile;
-	private FileSystem dfs;
-
-	RuntimeFunctionTestCase(File queryFile, File resultFile) {
-		super("testRuntimeFunction", queryFile);
-		this.queryFile = queryFile;
-		this.resultFile = resultFile;
-	}
-
-	@Test
-	public void testRuntimeFunction() throws Exception {
-		StringBuilder queryString = new StringBuilder();
-		readFileToString(queryFile, queryString);
-		String[] queries = queryString.toString().split(";");
-		StringWriter sw = new StringWriter();
-
-		HiveConf hconf = ConfUtil.getHiveConf();
-		Driver driver = new Driver(hconf, new PrintWriter(sw));
-		driver.init();
-		// Driver driver = new Driver(hconf);
-
-		dfs = FileSystem.get(ConfUtil.getJobConf());
-
-		int i = 0;
-		for (String query : queries) {
-			if (i == queries.length - 1)
-				break;
-			driver.run(query);
-			driver.clear();
-			i++;
-		}
-
-		String warehouse = hconf.get("hive.metastore.warehouse.dir");
-		String tableName = removeExt(resultFile.getName());
-		String directory = warehouse + "/" + tableName + "/";
-		String localDirectory = "tmp";
-
-		FileStatus[] files = dfs.listStatus(new Path(directory));
-		FileSystem lfs = null;
-		if (files == null) {
-			lfs = FileSystem.getLocal(ConfUtil.getJobConf());
-			files = lfs.listStatus(new Path(directory));
-		}
-
-		File resultDirectory = new File(localDirectory + "/" + tableName);
-		deleteDir(resultDirectory);
-		resultDirectory.mkdir();
-
-		for (FileStatus fs : files) {
-			Path src = fs.getPath();
-			if (src.getName().indexOf("crc") >= 0)
-				continue;
-
-			String destStr = localDirectory + "/" + tableName + "/"
-					+ src.getName();
-			Path dest = new Path(destStr);
-			if (lfs != null) {
-				lfs.copyToLocalFile(src, dest);
-				dfs.copyFromLocalFile(dest, new Path(directory));
-			} else
-				dfs.copyToLocalFile(src, dest);
-		}
-
-		File[] rFiles = resultDirectory.listFiles();
-		StringBuilder sb = new StringBuilder();
-		for (File r : rFiles) {
-			if (r.getName().indexOf("crc") >= 0)
-				continue;
-			readFileToString(r, sb);
-		}
-
-		StringBuilder buf = new StringBuilder();
-		readFileToString(resultFile, buf);
-		StringBuffer errorMsg = new StringBuffer();
-		if (!equal(buf, sb, errorMsg)) {
-			throw new Exception("Result for " + queryFile + " changed:\n"
-					+ errorMsg.toString());
-		}
-		deleteDir(resultDirectory);
-	}
-
-	private void deleteDir(File resultDirectory) {
-		if (resultDirectory.exists()) {
-			File[] rFiles = resultDirectory.listFiles();
-			for (File r : rFiles)
-				r.delete();
-			resultDirectory.delete();
-		}
-	}
-
-	private boolean equal(StringBuilder sb1, StringBuilder sb2,
-			StringBuffer errorMsg) {
-		String s1 = sb1.toString();
-		String s2 = sb2.toString();
-		String[] rowsOne = s1.split("\n");
-		String[] rowsTwo = s2.split("\n");
-
-		if (rowsOne.length != rowsTwo.length)
-			return false;
-
-		for (int i = 0; i < rowsOne.length; i++) {
-			String row1 = rowsOne[i];
-			String row2 = rowsTwo[i];
-
-			if (row1.equals(row2))
-				continue;
-
-			String[] fields1 = row1.split("");
-			String[] fields2 = row2.split("");
-
-			for (int j = 0; j < fields1.length; j++) {
-				if (fields1[j].equals(fields2[j])) {
-					continue;
-				} else if (fields1[j].indexOf('.') < 0) {
-					errorMsg.append("line " + i + " column " + j + ": "
-							+ fields2[j] + " expected " + fields1[j]);
-					return false;
-				} else {
-					Float float1 = Float.parseFloat(fields1[j]);
-					Float float2 = Float.parseFloat(fields2[j]);
-
-					if (Math.abs(float1 - float2) == 0)
-						continue;
-					else {
-						errorMsg.append("line " + i + " column " + j + ": "
-								+ fields2[j] + " expected " + fields1[j]);
-						return false;
-					}
-				}
-			}
-		}
-
-		return true;
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuite.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuite.java
deleted file mode 100644
index 2093b1d..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuite.java
+++ /dev/null
@@ -1,74 +0,0 @@
-package edu.uci.ics.hivesterix.test.runtimefunction;
-
-import java.io.File;
-import java.util.List;
-
-import junit.framework.Test;
-import junit.framework.TestResult;
-import edu.uci.ics.hivesterix.test.base.AbstractTestSuiteClass;
-
-public class RuntimeFunctionTestSuite extends AbstractTestSuiteClass {
-
-	private static final String PATH_TO_QUERIES = "src/test/resources/runtimefunctionts/queries/";
-	private static final String PATH_TO_RESULTS = "src/test/resources/runtimefunctionts/results/";
-	private static final String PATH_TO_IGNORES = "src/test/resources/runtimefunctionts/ignore.txt";
-
-	private static final String FILE_EXTENSION_OF_RESULTS = "result";
-
-	public static Test suite() throws Exception {
-		List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
-		File testData = new File(PATH_TO_QUERIES);
-		File[] queries = testData.listFiles();
-		RuntimeFunctionTestSuite testSuite = new RuntimeFunctionTestSuite();
-
-		// set hdfs and hyracks cluster, and load test data to hdfs
-		try {
-			testSuite.setup();
-			testSuite.loadData();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-
-		for (File qFile : queries) {
-			if (isIgnored(qFile.getName(), ignores))
-				continue;
-
-			if (qFile.isFile()) {
-				String resultFileName = hiveExtToResExt(qFile.getName());
-				File rFile = new File(PATH_TO_RESULTS + resultFileName);
-				testSuite.addTest(new RuntimeFunctionTestCase(qFile, rFile));
-			}
-		}
-		return testSuite;
-	}
-
-	private static String hiveExtToResExt(String fname) {
-		int dot = fname.lastIndexOf('.');
-		return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
-	}
-
-	/**
-	 * Runs the tests and collects their result in a TestResult.
-	 */
-	@Override
-	public void run(TestResult result) {
-
-		int testCount = countTestCases();
-		for (int i = 0; i < testCount; i++) {
-			Test each = this.testAt(i);
-			if (result.shouldStop())
-				break;
-			runTest(each, result);
-		}
-
-		// cleanup hdfs and hyracks cluster
-		try {
-			cleanup();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-	}
-
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteCaseGenerator.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteCaseGenerator.java
deleted file mode 100644
index 1b45b41..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteCaseGenerator.java
+++ /dev/null
@@ -1,101 +0,0 @@
-package edu.uci.ics.hivesterix.test.runtimefunction;
-
-import java.io.File;
-import java.io.PrintWriter;
-import java.io.StringWriter;
-
-import org.apache.hadoop.fs.FileStatus;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.ql.Driver;
-import org.junit.Test;
-
-import edu.uci.ics.hivesterix.runtime.config.ConfUtil;
-import edu.uci.ics.hivesterix.test.base.AbstractHivesterixTestCase;
-
-public class RuntimeFunctionTestSuiteCaseGenerator extends
-		AbstractHivesterixTestCase {
-	private File resultFile;
-	private FileSystem dfs;
-
-	RuntimeFunctionTestSuiteCaseGenerator(File queryFile, File resultFile) {
-		super("testRuntimeFunction", queryFile);
-		this.queryFile = queryFile;
-		this.resultFile = resultFile;
-	}
-
-	@Test
-	public void testRuntimeFunction() throws Exception {
-		StringBuilder queryString = new StringBuilder();
-		readFileToString(queryFile, queryString);
-		String[] queries = queryString.toString().split(";");
-		StringWriter sw = new StringWriter();
-
-		HiveConf hconf = ConfUtil.getHiveConf();
-		Driver driver = new Driver(hconf, new PrintWriter(sw));
-		driver.init();
-
-		dfs = FileSystem.get(ConfUtil.getJobConf());
-
-		int i = 0;
-		for (String query : queries) {
-			if (i == queries.length - 1)
-				break;
-			driver.run(query);
-			driver.clear();
-			i++;
-		}
-
-		String warehouse = hconf.get("hive.metastore.warehouse.dir");
-		String tableName = removeExt(resultFile.getName());
-		String directory = warehouse + "/" + tableName + "/";
-		String localDirectory = "tmp";
-
-		FileStatus[] files = dfs.listStatus(new Path(directory));
-		FileSystem lfs = null;
-		if (files == null) {
-			lfs = FileSystem.getLocal(ConfUtil.getJobConf());
-			files = lfs.listStatus(new Path(directory));
-		}
-
-		File resultDirectory = new File(localDirectory + "/" + tableName);
-		deleteDir(resultDirectory);
-		resultDirectory.mkdir();
-
-		for (FileStatus fs : files) {
-			Path src = fs.getPath();
-			if (src.getName().indexOf("crc") >= 0)
-				continue;
-
-			String destStr = localDirectory + "/" + tableName + "/"
-					+ src.getName();
-			Path dest = new Path(destStr);
-			if (lfs != null) {
-				lfs.copyToLocalFile(src, dest);
-				dfs.copyFromLocalFile(dest, new Path(directory));
-			} else
-				dfs.copyToLocalFile(src, dest);
-		}
-
-		File[] rFiles = resultDirectory.listFiles();
-		StringBuilder sb = new StringBuilder();
-		for (File r : rFiles) {
-			if (r.getName().indexOf("crc") >= 0)
-				continue;
-			readFileToString(r, sb);
-		}
-		deleteDir(resultDirectory);
-
-		writeStringToFile(resultFile, sb);
-	}
-
-	private void deleteDir(File resultDirectory) {
-		if (resultDirectory.exists()) {
-			File[] rFiles = resultDirectory.listFiles();
-			for (File r : rFiles)
-				r.delete();
-			resultDirectory.delete();
-		}
-	}
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteGenerator.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteGenerator.java
deleted file mode 100644
index a67f475..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/runtimefunction/RuntimeFunctionTestSuiteGenerator.java
+++ /dev/null
@@ -1,75 +0,0 @@
-package edu.uci.ics.hivesterix.test.runtimefunction;
-
-import java.io.File;
-import java.util.List;
-
-import junit.framework.Test;
-import junit.framework.TestResult;
-import edu.uci.ics.hivesterix.test.base.AbstractTestSuiteClass;
-
-public class RuntimeFunctionTestSuiteGenerator extends AbstractTestSuiteClass {
-
-	private static final String PATH_TO_QUERIES = "src/test/resources/runtimefunctionts/queries/";
-	private static final String PATH_TO_RESULTS = "src/test/resources/runtimefunctionts/results/";
-	private static final String PATH_TO_IGNORES = "src/test/resources/runtimefunctionts/ignore.txt";
-
-	private static final String FILE_EXTENSION_OF_RESULTS = "result";
-
-	public static Test suite() throws Exception {
-		List<String> ignores = getIgnoreList(PATH_TO_IGNORES);
-		File testData = new File(PATH_TO_QUERIES);
-		File[] queries = testData.listFiles();
-		RuntimeFunctionTestSuiteGenerator testSuite = new RuntimeFunctionTestSuiteGenerator();
-
-		// set hdfs and hyracks cluster, and load test data to hdfs
-		try {
-			testSuite.setup();
-			testSuite.loadData();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-
-		for (File qFile : queries) {
-			if (isIgnored(qFile.getName(), ignores))
-				continue;
-
-			if (qFile.isFile() && qFile.getName().startsWith("q16_")) {
-				String resultFileName = hiveExtToResExt(qFile.getName());
-				File rFile = new File(PATH_TO_RESULTS + resultFileName);
-				testSuite.addTest(new RuntimeFunctionTestSuiteCaseGenerator(
-						qFile, rFile));
-			}
-		}
-		return testSuite;
-	}
-
-	private static String hiveExtToResExt(String fname) {
-		int dot = fname.lastIndexOf('.');
-		return fname.substring(0, dot + 1) + FILE_EXTENSION_OF_RESULTS;
-	}
-
-	/**
-	 * Runs the tests and collects their result in a TestResult.
-	 */
-	@Override
-	public void run(TestResult result) {
-
-		int testCount = countTestCases();
-		for (int i = 0; i < testCount; i++) {
-			Test each = this.testAt(i);
-			if (result.shouldStop())
-				break;
-			runTest(each, result);
-		}
-
-		// cleanup hdfs and hyracks cluster
-		try {
-			cleanup();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new IllegalStateException(e.getMessage());
-		}
-	}
-
-}
diff --git a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/serde/SerDeTest.java b/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/serde/SerDeTest.java
deleted file mode 100644
index b5db432..0000000
--- a/hivesterix/src/test/java/edu/uci/ics/hivesterix/test/serde/SerDeTest.java
+++ /dev/null
@@ -1,232 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hivesterix.test.serde;
-
-import java.util.List;
-import java.util.Properties;
-
-import junit.framework.TestCase;
-
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.hive.serde.Constants;
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.SerDeException;
-import org.apache.hadoop.hive.serde2.io.ByteWritable;
-import org.apache.hadoop.hive.serde2.io.DoubleWritable;
-import org.apache.hadoop.hive.serde2.io.ShortWritable;
-import org.apache.hadoop.hive.serde2.lazy.LazyPrimitive;
-import org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-import org.apache.hadoop.io.BytesWritable;
-import org.apache.hadoop.io.IntWritable;
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.io.Text;
-import org.apache.hadoop.io.Writable;
-
-import edu.uci.ics.hivesterix.serde.lazy.LazySerDe;
-
-/**
- * TestLazySimpleSerDe.
- * 
- */
-@SuppressWarnings({ "deprecation", "rawtypes" })
-public class SerDeTest extends TestCase {
-
-	/**
-	 * Test the LazySimpleSerDe class.
-	 */
-	public void testLazySimpleSerDe() throws Throwable {
-		try {
-			// Create the SerDe
-			LazySimpleSerDe serDe = new LazySimpleSerDe();
-			Configuration conf = new Configuration();
-			Properties tbl = createProperties();
-			serDe.initialize(conf, tbl);
-
-			LazySerDe outputSerde = new LazySerDe();
-			outputSerde.initialize(conf, tbl);
-
-			// Data
-			String s = "123\t456\t789\t1000\t5.3\thive and hadoop\t1\tqf";
-
-			byte[] bytes = s.getBytes();
-			Writable bytesWritable = new BytesWritable(bytes);
-
-			// Test
-			// deserializeAndSerialize(serDe, t, s, expectedFieldsData);
-			Object row = serDe.deserialize(bytesWritable); // test my serde
-			StructObjectInspector simpleInspector = (StructObjectInspector) serDe
-					.getObjectInspector();
-			List<Object> fields = simpleInspector
-					.getStructFieldsDataAsList(row);
-			List<? extends StructField> fieldRefs = simpleInspector
-					.getAllStructFieldRefs();
-
-			int i = 0;
-			for (Object field : fields) {
-				BytesWritable fieldWritable = (BytesWritable) outputSerde
-						.serialize(field, fieldRefs.get(i)
-								.getFieldObjectInspector());
-				System.out.print(fieldWritable.getSize() + "|");
-				i++;
-			}
-
-			// Writable output = outputSerde.serialize(row, serDe
-			// .getObjectInspector());
-			// System.out.println(output);
-			//
-			// Object row2 = outputSerde.deserialize(output);
-			// Writable output2 = serDe.serialize(row2, outputSerde
-			// .getObjectInspector());
-			// System.out.println(output2);
-
-			// System.out.println(output);
-			// deserializeAndSerialize(outputSerde, t, s, expectedFieldsData);
-
-		} catch (Throwable e) {
-			e.printStackTrace();
-			throw e;
-		}
-	}
-
-	private void deserializeAndSerialize(SerDe serDe, Text t, String s,
-			Object[] expectedFieldsData) throws SerDeException {
-		// Get the row structure
-		StructObjectInspector oi = (StructObjectInspector) serDe
-				.getObjectInspector();
-		List<? extends StructField> fieldRefs = oi.getAllStructFieldRefs();
-		assertEquals(8, fieldRefs.size());
-
-		// Deserialize
-		Object row = serDe.deserialize(t);
-		for (int i = 0; i < fieldRefs.size(); i++) {
-			Object fieldData = oi.getStructFieldData(row, fieldRefs.get(i));
-			if (fieldData != null) {
-				fieldData = ((LazyPrimitive) fieldData).getWritableObject();
-			}
-			assertEquals("Field " + i, expectedFieldsData[i], fieldData);
-		}
-		// Serialize
-		assertEquals(Text.class, serDe.getSerializedClass());
-		Text serializedText = (Text) serDe.serialize(row, oi);
-		assertEquals("Serialized data", s, serializedText.toString());
-	}
-
-	private Properties createProperties() {
-		Properties tbl = new Properties();
-
-		// Set the configuration parameters
-		tbl.setProperty(Constants.SERIALIZATION_FORMAT, "9");
-		tbl.setProperty("columns",
-				"abyte,ashort,aint,along,adouble,astring,anullint,anullstring");
-		tbl.setProperty("columns.types",
-				"tinyint:smallint:int:bigint:double:string:int:string");
-		tbl.setProperty(Constants.SERIALIZATION_NULL_FORMAT, "NULL");
-		return tbl;
-	}
-
-	/**
-	 * Test the LazySimpleSerDe class with LastColumnTakesRest option.
-	 */
-	public void testLazySimpleSerDeLastColumnTakesRest() throws Throwable {
-		try {
-			// Create the SerDe
-			LazySimpleSerDe serDe = new LazySimpleSerDe();
-			Configuration conf = new Configuration();
-			Properties tbl = createProperties();
-			tbl.setProperty(Constants.SERIALIZATION_LAST_COLUMN_TAKES_REST,
-					"true");
-			serDe.initialize(conf, tbl);
-
-			// Data
-			Text t = new Text(
-					"123\t456\t789\t1000\t5.3\thive and hadoop\t1.\ta\tb\t");
-			String s = "123\t456\t789\t1000\t5.3\thive and hadoop\tNULL\ta\tb\t";
-			Object[] expectedFieldsData = { new ByteWritable((byte) 123),
-					new ShortWritable((short) 456), new IntWritable(789),
-					new LongWritable(1000), new DoubleWritable(5.3),
-					new Text("hive and hadoop"), null, new Text("a\tb\t") };
-
-			// Test
-			deserializeAndSerialize(serDe, t, s, expectedFieldsData);
-
-		} catch (Throwable e) {
-			e.printStackTrace();
-			throw e;
-		}
-	}
-
-	/**
-	 * Test the LazySimpleSerDe class with extra columns.
-	 */
-	public void testLazySimpleSerDeExtraColumns() throws Throwable {
-		try {
-			// Create the SerDe
-			LazySimpleSerDe serDe = new LazySimpleSerDe();
-			Configuration conf = new Configuration();
-			Properties tbl = createProperties();
-			serDe.initialize(conf, tbl);
-
-			// Data
-			Text t = new Text(
-					"123\t456\t789\t1000\t5.3\thive and hadoop\t1.\ta\tb\t");
-			String s = "123\t456\t789\t1000\t5.3\thive and hadoop\tNULL\ta";
-			Object[] expectedFieldsData = { new ByteWritable((byte) 123),
-					new ShortWritable((short) 456), new IntWritable(789),
-					new LongWritable(1000), new DoubleWritable(5.3),
-					new Text("hive and hadoop"), null, new Text("a") };
-
-			// Test
-			deserializeAndSerialize(serDe, t, s, expectedFieldsData);
-
-		} catch (Throwable e) {
-			e.printStackTrace();
-			throw e;
-		}
-	}
-
-	/**
-	 * Test the LazySimpleSerDe class with missing columns.
-	 */
-	public void testLazySimpleSerDeMissingColumns() throws Throwable {
-		try {
-			// Create the SerDe
-			LazySimpleSerDe serDe = new LazySimpleSerDe();
-			Configuration conf = new Configuration();
-			Properties tbl = createProperties();
-			serDe.initialize(conf, tbl);
-
-			// Data
-			Text t = new Text("123\t456\t789\t1000\t5.3\t");
-			String s = "123\t456\t789\t1000\t5.3\t\tNULL\tNULL";
-			Object[] expectedFieldsData = { new ByteWritable((byte) 123),
-					new ShortWritable((short) 456), new IntWritable(789),
-					new LongWritable(1000), new DoubleWritable(5.3),
-					new Text(""), null, null };
-
-			// Test
-			deserializeAndSerialize(serDe, t, s, expectedFieldsData);
-
-		} catch (Throwable e) {
-			e.printStackTrace();
-			throw e;
-		}
-	}
-
-}
diff --git a/hivesterix/src/test/resources/runtimefunctionts/hive/conf/topology.xml b/hivesterix/src/test/resources/runtimefunctionts/hive/conf/topology.xml
deleted file mode 100644
index 4aac091..0000000
--- a/hivesterix/src/test/resources/runtimefunctionts/hive/conf/topology.xml
+++ /dev/null
@@ -1,12 +0,0 @@
-<cluster-topology>
-    <network-switch name="switch1">
-        <network-switch name="switch2">
-            <terminal name="nc0"/>
-            <terminal name="nc3"/>
-        </network-switch>
-        <network-switch name="switch3">
-            <terminal name="nc1"/>
-            <terminal name="nc4"/>
-        </network-switch>
-    </network-switch>
-</cluster-topology>
\ No newline at end of file
diff --git a/hyracks/hyracks-api/pom.xml b/hyracks/hyracks-api/pom.xml
index 72f0d8b..091767b 100644
--- a/hyracks/hyracks-api/pom.xml
+++ b/hyracks/hyracks-api/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -15,8 +15,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -46,7 +47,7 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-ipc</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   	</dependency>
   	<dependency>
   		<groupId>org.apache.commons</groupId>
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/IApplicationContext.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/IApplicationContext.java
index 81cf511..1b079d6 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/IApplicationContext.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/IApplicationContext.java
@@ -19,22 +19,12 @@
 import edu.uci.ics.hyracks.api.messages.IMessageBroker;
 
 /**
- * Base class of the {@link ICCApplicationContext} and the
- * {@link INCApplicationContext}.
+ * Base class of the {@link ICCApplicationContext} and the {@link INCApplicationContext}.
  * 
  * @author vinayakb
- * 
  */
 public interface IApplicationContext {
     /**
-     * Provides the Class Loader that loads classes for this Hyracks Application
-     * at the CC.
-     * 
-     * @return the application {@link ClassLoader}.
-     */
-    public ClassLoader getClassLoader();
-
-    /**
      * Gets the distributed state that is made available to all the Application
      * Contexts of this application in the cluster.
      * 
@@ -45,6 +35,4 @@
     public void setMessageBroker(IMessageBroker messageBroker);
 
     public IMessageBroker getMessageBroker();
-
-    public String getApplicationName();
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/IBootstrap.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/IBootstrap.java
deleted file mode 100644
index 19f97b4..0000000
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/IBootstrap.java
+++ /dev/null
@@ -1,36 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.api.application;
-
-/**
- * Base class of {@link ICCBootstrap} and {@link INCBootstrap}.
- * 
- * @author vinayakb
- */
-public interface IBootstrap {
-    /**
-     * Method called to start the application at a Hyracks CC or NC node.
-     * 
-     * @throws Exception
-     */
-    public void start() throws Exception;
-
-    /**
-     * Method called to shutdown the application at a Hyracks CC or NC node.
-     * 
-     * @throws Exception
-     */
-    public void stop() throws Exception;
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCApplicationContext.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCApplicationContext.java
index 2792d29..c4b7802 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCApplicationContext.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCApplicationContext.java
@@ -27,8 +27,10 @@
 public interface ICCApplicationContext extends IApplicationContext {
     /**
      * Sets the state that must be distributed by the infrastructure to all the
-     * NC application contects. Any state set by calling thsi method in the {@link ICCBootstrap#start()} call is made available to all the {@link INCApplicationContext} objects at each Node Controller. The state
-     * is then available to be inspected by the application at the NC during or
+     * NC application contexts. Any state set by calling this method in
+     * the {@link ICCApplicationEntryPoint#start(ICCApplicationContext, String[])} call
+     * is made available to all the {@link INCApplicationContext} objects at each Node Controller.
+     * The state is then available to be inspected by the application at the NC during or
      * after the {@link INCBootstrap#start()} call.
      * 
      * @param state
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCApplicationEntryPoint.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCApplicationEntryPoint.java
new file mode 100644
index 0000000..c22cc51
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCApplicationEntryPoint.java
@@ -0,0 +1,7 @@
+package edu.uci.ics.hyracks.api.application;
+
+public interface ICCApplicationEntryPoint {
+    public void start(ICCApplicationContext ccAppCtx, String[] args) throws Exception;
+
+    public void stop() throws Exception;
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCBootstrap.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCBootstrap.java
deleted file mode 100644
index e3906ea..0000000
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/ICCBootstrap.java
+++ /dev/null
@@ -1,19 +0,0 @@
-package edu.uci.ics.hyracks.api.application;
-
-/**
- * Implemented by the bootstrap class of the application that will manage its
- * life cycle at the Cluster Controller.
- * 
- * @author vinayakb
- * 
- */
-public interface ICCBootstrap extends IBootstrap {
-    /**
-     * Called by the infrastructure to set the CC Application Context for the
-     * application. The infrastructure makes this call prior to calling start().
-     * 
-     * @param appCtx
-     *            - The CC application context
-     */
-    public void setApplicationContext(ICCApplicationContext appCtx);
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/INCApplicationEntryPoint.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/INCApplicationEntryPoint.java
new file mode 100644
index 0000000..9a25b3c
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/INCApplicationEntryPoint.java
@@ -0,0 +1,9 @@
+package edu.uci.ics.hyracks.api.application;
+
+public interface INCApplicationEntryPoint {
+    public void start(INCApplicationContext ncAppCtx, String[] args) throws Exception;
+
+    public void notifyStartupComplete() throws Exception;
+
+    public void stop() throws Exception;
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/INCBootstrap.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/INCBootstrap.java
deleted file mode 100644
index 300f7c7..0000000
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/application/INCBootstrap.java
+++ /dev/null
@@ -1,19 +0,0 @@
-package edu.uci.ics.hyracks.api.application;
-
-/**
- * Implemented by the bootstrap class of the application that will manage its
- * life cycle at a Node Controller.
- * 
- * @author vinayakb
- * 
- */
-public interface INCBootstrap extends IBootstrap {
-    /**
-     * Called by the infrastructure to set the NC Application Context for the
-     * application. The infrastructure makes this call prior to calling start().
-     * 
-     * @param appCtx
-     *            - The NC application context
-     */
-    public void setApplicationContext(INCApplicationContext appCtx);
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/channels/IInputChannel.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/channels/IInputChannel.java
index a8f2fda..a4f0b29 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/channels/IInputChannel.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/channels/IInputChannel.java
@@ -16,7 +16,7 @@
 
 import java.nio.ByteBuffer;
 
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 
 public interface IInputChannel {
@@ -30,7 +30,7 @@
 
     public void recycleBuffer(ByteBuffer buffer);
 
-    public void open(IHyracksTaskContext ctx) throws HyracksDataException;
+    public void open(IHyracksCommonContext ctx) throws HyracksDataException;
 
     public void close() throws HyracksDataException;
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksClientInterfaceFunctions.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksClientInterfaceFunctions.java
index e34e60d..88df49f 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksClientInterfaceFunctions.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksClientInterfaceFunctions.java
@@ -17,6 +17,8 @@
 import java.io.Serializable;
 import java.util.EnumSet;
 
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
 
@@ -24,12 +26,13 @@
     public enum FunctionId {
         GET_CLUSTER_CONTROLLER_INFO,
         GET_CLUSTER_TOPOLOGY,
-        CREATE_APPLICATION,
-        START_APPLICATION,
-        DESTROY_APPLICATION,
         CREATE_JOB,
         GET_JOB_STATUS,
         START_JOB,
+        GET_DATASET_DIRECTORY_SERIVICE_INFO,
+        GET_DATASET_RESULT_STATUS,
+        GET_DATASET_RECORD_DESCRIPTOR,
+        GET_DATASET_RESULT_LOCATIONS,
         WAIT_FOR_COMPLETION,
         GET_NODE_CONTROLLERS_INFO
     }
@@ -49,63 +52,6 @@
         }
     }
 
-    public static class CreateApplicationFunction extends Function {
-        private static final long serialVersionUID = 1L;
-
-        private final String appName;
-
-        public CreateApplicationFunction(String appName) {
-            this.appName = appName;
-        }
-
-        @Override
-        public FunctionId getFunctionId() {
-            return FunctionId.CREATE_APPLICATION;
-        }
-
-        public String getAppName() {
-            return appName;
-        }
-    }
-
-    public static class StartApplicationFunction extends Function {
-        private static final long serialVersionUID = 1L;
-
-        private final String appName;
-
-        public StartApplicationFunction(String appName) {
-            this.appName = appName;
-        }
-
-        @Override
-        public FunctionId getFunctionId() {
-            return FunctionId.START_APPLICATION;
-        }
-
-        public String getAppName() {
-            return appName;
-        }
-    }
-
-    public static class DestroyApplicationFunction extends Function {
-        private static final long serialVersionUID = 1L;
-
-        private final String appName;
-
-        public DestroyApplicationFunction(String appName) {
-            this.appName = appName;
-        }
-
-        @Override
-        public FunctionId getFunctionId() {
-            return FunctionId.DESTROY_APPLICATION;
-        }
-
-        public String getAppName() {
-            return appName;
-        }
-    }
-
     public static class GetJobStatusFunction extends Function {
         private static final long serialVersionUID = 1L;
 
@@ -128,12 +74,10 @@
     public static class StartJobFunction extends Function {
         private static final long serialVersionUID = 1L;
 
-        private final String appName;
         private final byte[] acggfBytes;
         private final EnumSet<JobFlag> jobFlags;
 
-        public StartJobFunction(String appName, byte[] acggfBytes, EnumSet<JobFlag> jobFlags) {
-            this.appName = appName;
+        public StartJobFunction(byte[] acggfBytes, EnumSet<JobFlag> jobFlags) {
             this.acggfBytes = acggfBytes;
             this.jobFlags = jobFlags;
         }
@@ -143,10 +87,6 @@
             return FunctionId.START_JOB;
         }
 
-        public String getAppName() {
-            return appName;
-        }
-
         public byte[] getACGGFBytes() {
             return acggfBytes;
         }
@@ -156,6 +96,74 @@
         }
     }
 
+    public static class GetDatasetDirectoryServiceInfoFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_DATASET_DIRECTORY_SERIVICE_INFO;
+        }
+    }
+
+    public static class GetDatasetResultStatusFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        private final ResultSetId rsId;
+
+        public GetDatasetResultStatusFunction(JobId jobId, ResultSetId rsId) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_DATASET_RESULT_STATUS;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public ResultSetId getResultSetId() {
+            return rsId;
+        }
+    }
+
+    public static class GetDatasetResultLocationsFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        private final ResultSetId rsId;
+
+        private final DatasetDirectoryRecord[] knownRecords;
+
+        public GetDatasetResultLocationsFunction(JobId jobId, ResultSetId rsId, DatasetDirectoryRecord[] knownRecords) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+            this.knownRecords = knownRecords;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_DATASET_RESULT_LOCATIONS;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public ResultSetId getResultSetId() {
+            return rsId;
+        }
+
+        public DatasetDirectoryRecord[] getKnownRecords() {
+            return knownRecords;
+        }
+    }
+
     public static class WaitForCompletionFunction extends Function {
         private static final long serialVersionUID = 1L;
 
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksClientInterfaceRemoteProxy.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksClientInterfaceRemoteProxy.java
index 4c06d42..033fc02 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksClientInterfaceRemoteProxy.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksClientInterfaceRemoteProxy.java
@@ -17,6 +17,7 @@
 import java.util.EnumSet;
 import java.util.Map;
 
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.job.JobStatus;
@@ -41,27 +42,6 @@
     }
 
     @Override
-    public void createApplication(String appName) throws Exception {
-        HyracksClientInterfaceFunctions.CreateApplicationFunction caf = new HyracksClientInterfaceFunctions.CreateApplicationFunction(
-                appName);
-        rpci.call(ipcHandle, caf);
-    }
-
-    @Override
-    public void startApplication(String appName) throws Exception {
-        HyracksClientInterfaceFunctions.StartApplicationFunction saf = new HyracksClientInterfaceFunctions.StartApplicationFunction(
-                appName);
-        rpci.call(ipcHandle, saf);
-    }
-
-    @Override
-    public void destroyApplication(String appName) throws Exception {
-        HyracksClientInterfaceFunctions.DestroyApplicationFunction daf = new HyracksClientInterfaceFunctions.DestroyApplicationFunction(
-                appName);
-        rpci.call(ipcHandle, daf);
-    }
-
-    @Override
     public JobStatus getJobStatus(JobId jobId) throws Exception {
         HyracksClientInterfaceFunctions.GetJobStatusFunction gjsf = new HyracksClientInterfaceFunctions.GetJobStatusFunction(
                 jobId);
@@ -69,13 +49,19 @@
     }
 
     @Override
-    public JobId startJob(String appName, byte[] acggfBytes, EnumSet<JobFlag> jobFlags) throws Exception {
+    public JobId startJob(byte[] acggfBytes, EnumSet<JobFlag> jobFlags) throws Exception {
         HyracksClientInterfaceFunctions.StartJobFunction sjf = new HyracksClientInterfaceFunctions.StartJobFunction(
-                appName, acggfBytes, jobFlags);
+                acggfBytes, jobFlags);
         return (JobId) rpci.call(ipcHandle, sjf);
     }
 
     @Override
+    public NetworkAddress getDatasetDirectoryServiceInfo() throws Exception {
+        HyracksClientInterfaceFunctions.GetDatasetDirectoryServiceInfoFunction gddsf = new HyracksClientInterfaceFunctions.GetDatasetDirectoryServiceInfoFunction();
+        return (NetworkAddress) rpci.call(ipcHandle, gddsf);
+    }
+
+    @Override
     public void waitForCompletion(JobId jobId) throws Exception {
         HyracksClientInterfaceFunctions.WaitForCompletionFunction wfcf = new HyracksClientInterfaceFunctions.WaitForCompletionFunction(
                 jobId);
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksConnection.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksConnection.java
index 227524c..8274416 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksConnection.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/HyracksConnection.java
@@ -14,19 +14,12 @@
  */
 package edu.uci.ics.hyracks.api.client;
 
-import java.io.File;
 import java.net.InetSocketAddress;
 import java.util.EnumSet;
 import java.util.Map;
 
-import org.apache.http.HttpResponse;
-import org.apache.http.client.HttpClient;
-import org.apache.http.client.methods.HttpPut;
-import org.apache.http.entity.FileEntity;
-import org.apache.http.impl.client.DefaultHttpClient;
-
 import edu.uci.ics.hyracks.api.client.impl.JobSpecificationActivityClusterGraphGeneratorFactory;
-import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
 import edu.uci.ics.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
@@ -76,46 +69,28 @@
     }
 
     @Override
-    public void createApplication(String appName, File harFile) throws Exception {
-        hci.createApplication(appName);
-        if (harFile != null) {
-            HttpClient hc = new DefaultHttpClient();
-            HttpPut put = new HttpPut("http://" + ccHost + ":" + ccInfo.getWebPort() + "/applications/" + appName);
-            put.setEntity(new FileEntity(harFile, "application/octet-stream"));
-            HttpResponse response = hc.execute(put);
-            if (response.getStatusLine().getStatusCode() != 200) {
-                hci.destroyApplication(appName);
-                throw new HyracksException(response.getStatusLine().toString());
-            }
-        }
-        hci.startApplication(appName);
-    }
-
-    @Override
-    public void destroyApplication(String appName) throws Exception {
-        hci.destroyApplication(appName);
-    }
-
-    @Override
     public JobStatus getJobStatus(JobId jobId) throws Exception {
         return hci.getJobStatus(jobId);
     }
 
     @Override
-    public JobId startJob(String appName, JobSpecification jobSpec) throws Exception {
-        return startJob(appName, jobSpec, EnumSet.noneOf(JobFlag.class));
+    public JobId startJob(JobSpecification jobSpec) throws Exception {
+        return startJob(jobSpec, EnumSet.noneOf(JobFlag.class));
     }
 
     @Override
-    public JobId startJob(String appName, JobSpecification jobSpec, EnumSet<JobFlag> jobFlags) throws Exception {
+    public JobId startJob(JobSpecification jobSpec, EnumSet<JobFlag> jobFlags) throws Exception {
         JobSpecificationActivityClusterGraphGeneratorFactory jsacggf = new JobSpecificationActivityClusterGraphGeneratorFactory(
                 jobSpec);
-        return startJob(appName, jsacggf, jobFlags);
+        return startJob(jsacggf, jobFlags);
     }
 
-    public JobId startJob(String appName, IActivityClusterGraphGeneratorFactory acggf, EnumSet<JobFlag> jobFlags)
-            throws Exception {
-        return hci.startJob(appName, JavaSerializationUtils.serialize(acggf), jobFlags);
+    public JobId startJob(IActivityClusterGraphGeneratorFactory acggf, EnumSet<JobFlag> jobFlags) throws Exception {
+        return hci.startJob(JavaSerializationUtils.serialize(acggf), jobFlags);
+    }
+
+    public NetworkAddress getDatasetDirectoryServiceInfo() throws Exception {
+        return hci.getDatasetDirectoryServiceInfo();
     }
 
     @Override
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/IHyracksClientConnection.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/IHyracksClientConnection.java
index bdbb544..fe4094f 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/IHyracksClientConnection.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/IHyracksClientConnection.java
@@ -14,10 +14,10 @@
  */
 package edu.uci.ics.hyracks.api.client;
 
-import java.io.File;
 import java.util.EnumSet;
 import java.util.Map;
 
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
 import edu.uci.ics.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
@@ -32,26 +32,6 @@
  */
 public interface IHyracksClientConnection {
     /**
-     * Create a Hyracks Application
-     * 
-     * @param appName
-     *            Name of the application
-     * @param harFile
-     *            Archive that contains deployable code for the application
-     * @throws Exception
-     */
-    public void createApplication(String appName, File harFile) throws Exception;
-
-    /**
-     * Destroy an already-deployed Hyracks application
-     * 
-     * @param appName
-     *            Name of the application
-     * @throws Exception
-     */
-    public void destroyApplication(String appName) throws Exception;
-
-    /**
      * Gets the status of the specified Job.
      * 
      * @param jobId
@@ -70,7 +50,7 @@
      *            Job Specification
      * @throws Exception
      */
-    public JobId startJob(String appName, JobSpecification jobSpec) throws Exception;
+    public JobId startJob(JobSpecification jobSpec) throws Exception;
 
     /**
      * Start the specified Job.
@@ -83,7 +63,7 @@
      *            Flags
      * @throws Exception
      */
-    public JobId startJob(String appName, JobSpecification jobSpec, EnumSet<JobFlag> jobFlags) throws Exception;
+    public JobId startJob(JobSpecification jobSpec, EnumSet<JobFlag> jobFlags) throws Exception;
 
     /**
      * Start the specified Job.
@@ -96,8 +76,15 @@
      *            Flags
      * @throws Exception
      */
-    public JobId startJob(String appName, IActivityClusterGraphGeneratorFactory acggf, EnumSet<JobFlag> jobFlags)
-            throws Exception;
+    public JobId startJob(IActivityClusterGraphGeneratorFactory acggf, EnumSet<JobFlag> jobFlags) throws Exception;
+
+    /**
+     * Gets the IP Address and port for the DatasetDirectoryService wrapped in NetworkAddress
+     * 
+     * @return {@link NetworkAddress}
+     * @throws Exception
+     */
+    public NetworkAddress getDatasetDirectoryServiceInfo() throws Exception;
 
     /**
      * Waits until the specified job has completed, either successfully or has
@@ -123,4 +110,4 @@
      * @throws Exception
      */
     public ClusterTopology getClusterTopology() throws Exception;
-}
\ No newline at end of file
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/IHyracksClientInterface.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/IHyracksClientInterface.java
index ef5906e..6fdf638 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/IHyracksClientInterface.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/IHyracksClientInterface.java
@@ -17,6 +17,7 @@
 import java.util.EnumSet;
 import java.util.Map;
 
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.job.JobStatus;
@@ -25,15 +26,11 @@
 public interface IHyracksClientInterface {
     public ClusterControllerInfo getClusterControllerInfo() throws Exception;
 
-    public void createApplication(String appName) throws Exception;
-
-    public void startApplication(String appName) throws Exception;
-
-    public void destroyApplication(String appName) throws Exception;
-
     public JobStatus getJobStatus(JobId jobId) throws Exception;
 
-    public JobId startJob(String appName, byte[] acggfBytes, EnumSet<JobFlag> jobFlags) throws Exception;
+    public JobId startJob(byte[] acggfBytes, EnumSet<JobFlag> jobFlags) throws Exception;
+
+    public NetworkAddress getDatasetDirectoryServiceInfo() throws Exception;
 
     public void waitForCompletion(JobId jobId) throws Exception;
 
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/NodeControllerInfo.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/NodeControllerInfo.java
index fd9218a..73b5488 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/NodeControllerInfo.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/NodeControllerInfo.java
@@ -27,10 +27,14 @@
 
     private final NetworkAddress netAddress;
 
-    public NodeControllerInfo(String nodeId, NodeStatus status, NetworkAddress netAddress) {
+    private final NetworkAddress datasetNetworkAddress;
+
+    public NodeControllerInfo(String nodeId, NodeStatus status, NetworkAddress netAddress,
+            NetworkAddress datasetNetworkAddress) {
         this.nodeId = nodeId;
         this.status = status;
         this.netAddress = netAddress;
+        this.datasetNetworkAddress = datasetNetworkAddress;
     }
 
     public String getNodeId() {
@@ -44,4 +48,8 @@
     public NetworkAddress getNetworkAddress() {
         return netAddress;
     }
+
+    public NetworkAddress getDatasetNetworkAddress() {
+        return datasetNetworkAddress;
+    }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java
index f36b7b3..3431c40 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java
@@ -17,6 +17,7 @@
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.api.rewriter.ActivityClusterGraphRewriter;
 
 public class JobSpecificationActivityClusterGraphGeneratorFactory implements IActivityClusterGraphGeneratorFactory {
     private static final long serialVersionUID = 1L;
@@ -28,7 +29,7 @@
     }
 
     @Override
-    public IActivityClusterGraphGenerator createActivityClusterGraphGenerator(String appName, JobId jobId,
+    public IActivityClusterGraphGenerator createActivityClusterGraphGenerator(JobId jobId,
             final ICCApplicationContext ccAppCtx, EnumSet<JobFlag> jobFlags) throws HyracksException {
         final JobActivityGraphBuilder builder = new JobActivityGraphBuilder(spec, jobFlags);
         PlanUtils.visit(spec, new IConnectorDescriptorVisitor() {
@@ -78,6 +79,8 @@
         return new IActivityClusterGraphGenerator() {
             @Override
             public ActivityClusterGraph initialize() {
+                ActivityClusterGraphRewriter rewriter = new ActivityClusterGraphRewriter();
+                rewriter.rewrite(acg);
                 return acg;
             }
 
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/context/IHyracksTaskContext.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/context/IHyracksTaskContext.java
index e964d66..a2ee977 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/context/IHyracksTaskContext.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/context/IHyracksTaskContext.java
@@ -15,6 +15,7 @@
 package edu.uci.ics.hyracks.api.context;
 
 import edu.uci.ics.hyracks.api.dataflow.TaskAttemptId;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionManager;
 import edu.uci.ics.hyracks.api.io.IWorkspaceFileFactory;
 import edu.uci.ics.hyracks.api.job.IOperatorEnvironment;
 import edu.uci.ics.hyracks.api.job.profiling.counters.ICounterContext;
@@ -28,5 +29,7 @@
 
     public ICounterContext getCounterContext();
 
+    public IDatasetPartitionManager getDatasetPartitionManager();
+
     public void sendApplicationMessageToCC(byte[] message, String nodeId) throws Exception;
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/ILinearizeComparator.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/ILinearizeComparator.java
new file mode 100644
index 0000000..51a8cfe
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/ILinearizeComparator.java
@@ -0,0 +1,20 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataflow.value;
+
+public interface ILinearizeComparator extends IBinaryComparator {
+    public int getDimensions();
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/ILinearizeComparatorFactory.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/ILinearizeComparatorFactory.java
new file mode 100644
index 0000000..79619c4
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/ILinearizeComparatorFactory.java
@@ -0,0 +1,20 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataflow.value;
+
+
+public interface ILinearizeComparatorFactory extends IBinaryComparatorFactory {
+    public ILinearizeComparator createBinaryComparator();
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/IResultSerializer.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/IResultSerializer.java
new file mode 100644
index 0000000..ba2ff9a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/IResultSerializer.java
@@ -0,0 +1,38 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface IResultSerializer extends Serializable {
+    /**
+     * Initializes the serializer.
+     */
+    public void init() throws HyracksDataException;
+
+    /**
+     * Method to serialize the result and append it to the provided output stream
+     * 
+     * @param tAccess
+     *            - A frame tuple accessor object that contains the original data to be serialized
+     * @param tIdx
+     *            - Index of the tuple that should be serialized.
+     * @return true if the tuple was appended successfully, else false.
+     */
+    public boolean appendTuple(IFrameTupleAccessor tAccess, int tIdx) throws HyracksDataException;
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/IResultSerializerFactory.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/IResultSerializerFactory.java
new file mode 100644
index 0000000..1fbf00f
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/IResultSerializerFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataflow.value;
+
+import java.io.PrintStream;
+import java.io.Serializable;
+
+public interface IResultSerializerFactory extends Serializable {
+    /**
+     * Creates a result serialized appender
+     * 
+     * @param printStream
+     *            - A print stream object to which the serialized results will be written.
+     * @return A new instance of result serialized appender.
+     */
+    public IResultSerializer createResultSerializer(RecordDescriptor recordDesc, PrintStream printStream);
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/JSONSerializable.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/JSONSerializable.java
new file mode 100644
index 0000000..1eca502
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataflow/value/JSONSerializable.java
@@ -0,0 +1,27 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataflow.value;
+
+import org.json.JSONException;
+import org.json.JSONObject;
+
+public interface JSONSerializable {
+    /**
+     * Returns the JSON representation of the object.
+     * 
+     * @return A new JSONObject instance representing this Java object.
+     */
+    public JSONObject toJSON() throws JSONException;
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/DatasetDirectoryRecord.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/DatasetDirectoryRecord.java
new file mode 100644
index 0000000..6316bba
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/DatasetDirectoryRecord.java
@@ -0,0 +1,85 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+
+public class DatasetDirectoryRecord implements Serializable {
+    public enum Status {
+        IDLE,
+        RUNNING,
+        SUCCESS,
+        FAILED
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    private NetworkAddress address;
+
+    private boolean readEOS;
+
+    private Status status;
+
+    public DatasetDirectoryRecord() {
+        this.address = null;
+        this.readEOS = false;
+        this.status = Status.IDLE;
+    }
+
+    public void setNetworkAddress(NetworkAddress address) {
+        this.address = address;
+    }
+
+    public NetworkAddress getNetworkAddress() {
+        return address;
+    }
+
+    public void readEOS() {
+        this.readEOS = true;
+    }
+
+    public boolean hasReachedReadEOS() {
+        return readEOS;
+    }
+
+    public void start() {
+        status = Status.RUNNING;
+    }
+
+    public void writeEOS() {
+        status = Status.SUCCESS;
+    }
+
+    public void fail() {
+        status = Status.FAILED;
+    }
+
+    public Status getStatus() {
+        return status;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o == this) {
+            return true;
+        }
+        if (!(o instanceof DatasetDirectoryRecord)) {
+            return false;
+        }
+        return address.equals(((DatasetDirectoryRecord) o).address);
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/DatasetJobRecord.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/DatasetJobRecord.java
new file mode 100644
index 0000000..dc99ef3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/DatasetJobRecord.java
@@ -0,0 +1,49 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import java.util.HashMap;
+
+public class DatasetJobRecord extends HashMap<ResultSetId, ResultSetMetaData> {
+    public enum Status {
+        RUNNING,
+        SUCCESS,
+        FAILED
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    private Status status;
+
+    public DatasetJobRecord() {
+        this.status = Status.RUNNING;
+    }
+
+    public void start() {
+        status = Status.RUNNING;
+    }
+
+    public void success() {
+        status = Status.SUCCESS;
+    }
+
+    public void fail() {
+        status = Status.FAILED;
+    }
+
+    public Status getStatus() {
+        return status;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetDirectoryService.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetDirectoryService.java
new file mode 100644
index 0000000..52e6005
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetDirectoryService.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+import edu.uci.ics.hyracks.api.dataset.DatasetJobRecord.Status;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.IJobLifecycleListener;
+import edu.uci.ics.hyracks.api.job.JobId;
+
+public interface IDatasetDirectoryService extends IJobLifecycleListener {
+    public void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, boolean orderedResult, int partition,
+            int nPartitions, NetworkAddress networkAddress);
+
+    public void reportResultPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition);
+
+    public void reportResultPartitionFailure(JobId jobId, ResultSetId rsId, int partition);
+
+    public void reportJobFailure(JobId jobId);
+
+    public Status getResultStatus(JobId jobId, ResultSetId rsId) throws HyracksDataException;
+
+    public DatasetDirectoryRecord[] getResultPartitionLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownLocations) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetInputChannelMonitor.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetInputChannelMonitor.java
new file mode 100644
index 0000000..65ba1c7
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetInputChannelMonitor.java
@@ -0,0 +1,27 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import edu.uci.ics.hyracks.api.channels.IInputChannelMonitor;
+
+public interface IDatasetInputChannelMonitor extends IInputChannelMonitor {
+    public boolean eosReached();
+
+    public boolean failed();
+
+    public int getNFramesAvailable();
+
+    public void notifyFrameRead();
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetPartitionManager.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetPartitionManager.java
new file mode 100644
index 0000000..ae38c7f
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetPartitionManager.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.IWorkspaceFileFactory;
+import edu.uci.ics.hyracks.api.job.JobId;
+
+public interface IDatasetPartitionManager {
+    public IFrameWriter createDatasetPartitionWriter(IHyracksTaskContext ctx, ResultSetId rsId, boolean orderedResult,
+            int partition, int nPartitions) throws HyracksException;
+
+    public void reportPartitionWriteCompletion(JobId jobId, ResultSetId resultSetId, int partition)
+            throws HyracksException;
+
+    public void reportPartitionFailure(JobId jobId, ResultSetId resultSetId, int partition) throws HyracksException;
+
+    public void initializeDatasetPartitionReader(JobId jobId, int partition, IFrameWriter noc) throws HyracksException;
+
+    public IWorkspaceFileFactory getFileFactory();
+
+    public void close();
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetPartitionReader.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetPartitionReader.java
new file mode 100644
index 0000000..8f5ed64
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetPartitionReader.java
@@ -0,0 +1,21 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+
+public interface IDatasetPartitionReader {
+    public void writeTo(IFrameWriter writer);
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetPartitionWriter.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetPartitionWriter.java
new file mode 100644
index 0000000..42dc157
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IDatasetPartitionWriter.java
@@ -0,0 +1,22 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface IDatasetPartitionWriter extends IFrameWriter {
+    public Page returnPage() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDataset.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDataset.java
new file mode 100644
index 0000000..4a7a6b0
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDataset.java
@@ -0,0 +1,22 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.JobId;
+
+public interface IHyracksDataset {
+    public IHyracksDatasetReader createReader(JobId jobId, ResultSetId resultSetId) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDatasetDirectoryServiceConnection.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDatasetDirectoryServiceConnection.java
new file mode 100644
index 0000000..d49d5cd
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDatasetDirectoryServiceConnection.java
@@ -0,0 +1,47 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord.Status;
+import edu.uci.ics.hyracks.api.job.JobId;
+
+public interface IHyracksDatasetDirectoryServiceConnection {
+    /**
+     * Gets the result status for the given result set.
+     * 
+     * @param jobId
+     *            ID of the job
+     * @param rsId
+     *            ID of the result set
+     * @return {@link Status}
+     * @throws Exception
+     */
+    public Status getDatasetResultStatus(JobId jobId, ResultSetId rsId) throws Exception;
+
+    /**
+     * Gets the IP Addresses and ports for the partition generating the result for each location.
+     * 
+     * @param jobId
+     *            ID of the job
+     * @param rsId
+     *            ID of the result set
+     * @param knownRecords
+     *            Locations that are already known to the client
+     * @return {@link NetworkAddress[]}
+     * @throws Exception
+     */
+    public DatasetDirectoryRecord[] getDatasetResultLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords) throws Exception;
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDatasetDirectoryServiceInterface.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDatasetDirectoryServiceInterface.java
new file mode 100644
index 0000000..ba21a84
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDatasetDirectoryServiceInterface.java
@@ -0,0 +1,47 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord.Status;
+import edu.uci.ics.hyracks.api.job.JobId;
+
+public interface IHyracksDatasetDirectoryServiceInterface {
+    /**
+     * Gets the result status for the given result set.
+     * 
+     * @param jobId
+     *            ID of the job
+     * @param rsId
+     *            ID of the result set
+     * @return {@link Status}
+     * @throws Exception
+     */
+    public Status getDatasetResultStatus(JobId jobId, ResultSetId rsId) throws Exception;
+
+    /**
+     * Gets the IP Addresses and ports for the partition generating the result for each location.
+     * 
+     * @param jobId
+     *            ID of the job
+     * @param rsId
+     *            ID of the result set
+     * @param knownRecords
+     *            Locations from the dataset directory that are already known to the client
+     * @return {@link NetworkAddress[]}
+     * @throws Exception
+     */
+    public DatasetDirectoryRecord[] getDatasetResultLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords) throws Exception;
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDatasetReader.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDatasetReader.java
new file mode 100644
index 0000000..b928a49
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/IHyracksDatasetReader.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord.Status;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface IHyracksDatasetReader {
+    public Status getResultStatus();
+
+    public int read(ByteBuffer buffer) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/Page.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/Page.java
new file mode 100644
index 0000000..7275dfd
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/Page.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import java.nio.ByteBuffer;
+
+public class Page {
+    private final ByteBuffer buffer;
+
+    public Page(ByteBuffer buffer) {
+        this.buffer = buffer;
+    }
+
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    public ByteBuffer clear() {
+        return (ByteBuffer) buffer.clear();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/ResultSetId.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/ResultSetId.java
new file mode 100644
index 0000000..ae38ef3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/ResultSetId.java
@@ -0,0 +1,52 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+import java.io.Serializable;
+
+public class ResultSetId implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final long id;
+
+    public ResultSetId(long id) {
+        this.id = id;
+    }
+
+    public long getId() {
+        return id;
+    }
+
+    @Override
+    public int hashCode() {
+        return (int) id;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o == this) {
+            return true;
+        }
+        if (!(o instanceof ResultSetId)) {
+            return false;
+        }
+        return ((ResultSetId) o).id == id;
+    }
+
+    @Override
+    public String toString() {
+        return "RSID:" + id;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/ResultSetMetaData.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/ResultSetMetaData.java
new file mode 100644
index 0000000..e3ad69a3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/dataset/ResultSetMetaData.java
@@ -0,0 +1,34 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.dataset;
+
+public class ResultSetMetaData {
+    private final boolean ordered;
+
+    private final DatasetDirectoryRecord[] records;
+
+    public ResultSetMetaData(boolean ordered, DatasetDirectoryRecord[] records) {
+        this.ordered = ordered;
+        this.records = records;
+    }
+
+    public boolean getOrderedResult() {
+        return ordered;
+    }
+
+    public DatasetDirectoryRecord[] getRecords() {
+        return records;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/io/FileReference.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/io/FileReference.java
index 9e27077..ffe41d0 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/io/FileReference.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/io/FileReference.java
@@ -21,19 +21,26 @@
     private static final long serialVersionUID = 1L;
 
     private final File file;
+    private final IODeviceHandle dev;
 
     public FileReference(IODeviceHandle dev, String devRelPath) {
         file = new File(dev.getPath(), devRelPath);
+        this.dev = dev;
     }
 
     public FileReference(File file) {
         this.file = file;
+        this.dev = null;
     }
 
     public File getFile() {
-        return file;
+    	return file;
     }
 
+    public IODeviceHandle getDeviceHandle() {
+    	return dev;
+    }
+    
     @Override
     public String toString() {
         return file.getAbsolutePath();
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/ActivityCluster.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/ActivityCluster.java
index 6698ff7..9fb2b08 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/ActivityCluster.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/ActivityCluster.java
@@ -33,7 +33,7 @@
 import edu.uci.ics.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 
-public final class ActivityCluster implements Serializable {
+public class ActivityCluster implements Serializable {
     private static final long serialVersionUID = 1L;
 
     private final ActivityClusterGraph acg;
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/IActivityClusterGraphGeneratorFactory.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/IActivityClusterGraphGeneratorFactory.java
index d801dd1..ae76455 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/IActivityClusterGraphGeneratorFactory.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/IActivityClusterGraphGeneratorFactory.java
@@ -21,6 +21,6 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
 
 public interface IActivityClusterGraphGeneratorFactory extends Serializable {
-    public IActivityClusterGraphGenerator createActivityClusterGraphGenerator(String appName, JobId jobId,
+    public IActivityClusterGraphGenerator createActivityClusterGraphGenerator(JobId jobId,
             ICCApplicationContext ccAppCtx, EnumSet<JobFlag> jobFlags) throws HyracksException;
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/JobSpecification.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/JobSpecification.java
index 7c523f1..1fdff0f 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/JobSpecification.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/job/JobSpecification.java
@@ -34,12 +34,15 @@
 import edu.uci.ics.hyracks.api.dataflow.OperatorDescriptorId;
 import edu.uci.ics.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 
 public class JobSpecification implements Serializable, IOperatorDescriptorRegistry, IConnectorDescriptorRegistry {
     private static final long serialVersionUID = 1L;
 
     private final List<OperatorDescriptorId> roots;
 
+    private final List<ResultSetId> resultSetIds;
+
     private final Map<OperatorDescriptorId, IOperatorDescriptor> opMap;
 
     private final Map<ConnectorDescriptorId, IConnectorDescriptor> connMap;
@@ -72,6 +75,7 @@
 
     public JobSpecification() {
         roots = new ArrayList<OperatorDescriptorId>();
+        resultSetIds = new ArrayList<ResultSetId>();
         opMap = new HashMap<OperatorDescriptorId, IOperatorDescriptor>();
         connMap = new HashMap<ConnectorDescriptorId, IConnectorDescriptor>();
         opInputMap = new HashMap<OperatorDescriptorId, List<IConnectorDescriptor>>();
@@ -104,6 +108,10 @@
         roots.add(op.getOperatorId());
     }
 
+    public void addResultSetId(ResultSetId rsId) {
+        resultSetIds.add(rsId);
+    }
+
     public void connect(IConnectorDescriptor conn, IOperatorDescriptor producerOp, int producerPort,
             IOperatorDescriptor consumerOp, int consumerPort) {
         insertIntoIndexedMap(opInputMap, consumerOp.getOperatorId(), consumerPort, conn);
@@ -208,6 +216,10 @@
         return roots;
     }
 
+    public List<ResultSetId> getResultSetIds() {
+        return resultSetIds;
+    }
+
     public IConnectorPolicyAssignmentPolicy getConnectorPolicyAssignmentPolicy() {
         return connectorPolicyAssignmentPolicy;
     }
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/partitions/ResultSetPartitionId.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/partitions/ResultSetPartitionId.java
new file mode 100644
index 0000000..148a8a2
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/partitions/ResultSetPartitionId.java
@@ -0,0 +1,87 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.api.partitions;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.job.JobId;
+
+public final class ResultSetPartitionId implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final JobId jobId;
+
+    private final ResultSetId resultSetId;
+    
+    private final int partition;
+
+    public ResultSetPartitionId(JobId jobId, ResultSetId resultSetId, int partition) {
+        this.jobId = jobId;
+        this.resultSetId = resultSetId;
+        this.partition = partition;
+    }
+
+    public JobId getJobId() {
+        return jobId;
+    }
+
+    public ResultSetId getResultSetId() {
+        return resultSetId;
+    }
+
+    public int getPartition() {
+        return partition;
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((resultSetId == null) ? 0 : resultSetId.hashCode());
+        result = prime * result + ((jobId == null) ? 0 : jobId.hashCode());
+        result = prime * result + partition;
+        return result;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        ResultSetPartitionId other = (ResultSetPartitionId) obj;
+        if (resultSetId == null) {
+            if (other.resultSetId != null)
+                return false;
+        } else if (!resultSetId.equals(other.resultSetId))
+            return false;
+        if (jobId == null) {
+            if (other.jobId != null)
+                return false;
+        } else if (!jobId.equals(other.jobId))
+            return false;
+        if (partition != other.partition)
+            return false;
+        return true;
+    }
+
+    @Override
+    public String toString() {
+        return jobId.toString() + ":" + resultSetId + ":" + partition;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/ActivityClusterGraphRewriter.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/ActivityClusterGraphRewriter.java
new file mode 100644
index 0000000..c6761e9
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/ActivityClusterGraphRewriter.java
@@ -0,0 +1,381 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.api.rewriter;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Queue;
+import java.util.Set;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import edu.uci.ics.hyracks.api.dataflow.ActivityId;
+import edu.uci.ics.hyracks.api.dataflow.ConnectorDescriptorId;
+import edu.uci.ics.hyracks.api.dataflow.IActivity;
+import edu.uci.ics.hyracks.api.dataflow.IConnectorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.ActivityCluster;
+import edu.uci.ics.hyracks.api.job.ActivityClusterGraph;
+import edu.uci.ics.hyracks.api.job.ActivityClusterId;
+import edu.uci.ics.hyracks.api.rewriter.runtime.SuperActivity;
+
+/**
+ * This class rewrite the AcivityClusterGraph to eliminate
+ * all one-to-one connections and merge one-to-one connected
+ * DAGs into super activities.
+ * </p>
+ * Each super activity internally maintains a DAG and execute it at the runtime.
+ * 
+ * @author yingyib
+ */
+public class ActivityClusterGraphRewriter {
+    private static String ONE_TO_ONE_CONNECTOR = "edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor";
+
+    /**
+     * rewrite an activity cluster graph to eliminate
+     * all one-to-one connections and merge one-to-one connected
+     * DAGs into super activities.
+     * 
+     * @param acg
+     *            the activity cluster graph
+     */
+    public void rewrite(ActivityClusterGraph acg) {
+        acg.getActivityMap().clear();
+        acg.getConnectorMap().clear();
+        Map<IActivity, SuperActivity> invertedActivitySuperActivityMap = new HashMap<IActivity, SuperActivity>();
+        for (Entry<ActivityClusterId, ActivityCluster> entry : acg.getActivityClusterMap().entrySet()) {
+            rewriteIntraActivityCluster(entry.getValue(), invertedActivitySuperActivityMap);
+        }
+        for (Entry<ActivityClusterId, ActivityCluster> entry : acg.getActivityClusterMap().entrySet()) {
+            rewriteInterActivityCluster(entry.getValue(), invertedActivitySuperActivityMap);
+        }
+        invertedActivitySuperActivityMap.clear();
+    }
+
+    /**
+     * rewrite the blocking relationship among activity cluster
+     * 
+     * @param ac
+     *            the activity cluster to be rewritten
+     */
+    private void rewriteInterActivityCluster(ActivityCluster ac,
+            Map<IActivity, SuperActivity> invertedActivitySuperActivityMap) {
+        Map<ActivityId, Set<ActivityId>> blocked2BlockerMap = ac.getBlocked2BlockerMap();
+        Map<ActivityId, ActivityId> invertedAid2SuperAidMap = new HashMap<ActivityId, ActivityId>();
+        for (Entry<IActivity, SuperActivity> entry : invertedActivitySuperActivityMap.entrySet()) {
+            invertedAid2SuperAidMap.put(entry.getKey().getActivityId(), entry.getValue().getActivityId());
+        }
+        Map<ActivityId, Set<ActivityId>> replacedBlocked2BlockerMap = new HashMap<ActivityId, Set<ActivityId>>();
+        for (Entry<ActivityId, Set<ActivityId>> entry : blocked2BlockerMap.entrySet()) {
+            ActivityId blocked = entry.getKey();
+            ActivityId replacedBlocked = invertedAid2SuperAidMap.get(blocked);
+            Set<ActivityId> blockers = entry.getValue();
+            Set<ActivityId> replacedBlockers = null;
+            if (blockers != null) {
+                replacedBlockers = new HashSet<ActivityId>();
+                for (ActivityId blocker : blockers) {
+                    replacedBlockers.add(invertedAid2SuperAidMap.get(blocker));
+                    ActivityCluster dependingAc = ac.getActivityClusterGraph().getActivityMap()
+                            .get(invertedAid2SuperAidMap.get(blocker));
+                    if (!ac.getDependencies().contains(dependingAc)) {
+                        ac.getDependencies().add(dependingAc);
+                    }
+                }
+            }
+            if (replacedBlockers != null) {
+                Set<ActivityId> existingBlockers = replacedBlocked2BlockerMap.get(replacedBlocked);
+                if (existingBlockers == null) {
+                    replacedBlocked2BlockerMap.put(replacedBlocked, replacedBlockers);
+                } else {
+                    existingBlockers.addAll(replacedBlockers);
+                    replacedBlocked2BlockerMap.put(replacedBlocked, existingBlockers);
+                }
+            }
+        }
+        blocked2BlockerMap.clear();
+        blocked2BlockerMap.putAll(replacedBlocked2BlockerMap);
+    }
+
+    /**
+     * rewrite an activity cluster internally
+     * 
+     * @param ac
+     *            the activity cluster to be rewritten
+     */
+    private void rewriteIntraActivityCluster(ActivityCluster ac,
+            Map<IActivity, SuperActivity> invertedActivitySuperActivityMap) {
+        Map<ActivityId, IActivity> activities = ac.getActivityMap();
+        Map<ActivityId, List<IConnectorDescriptor>> activityInputMap = ac.getActivityInputMap();
+        Map<ActivityId, List<IConnectorDescriptor>> activityOutputMap = ac.getActivityOutputMap();
+        Map<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> connectorActivityMap = ac
+                .getConnectorActivityMap();
+        ActivityClusterGraph acg = ac.getActivityClusterGraph();
+        Map<ActivityId, IActivity> startActivities = new HashMap<ActivityId, IActivity>();
+        Map<ActivityId, SuperActivity> superActivities = new HashMap<ActivityId, SuperActivity>();
+        Map<ActivityId, Queue<IActivity>> toBeExpendedMap = new HashMap<ActivityId, Queue<IActivity>>();
+
+        /**
+         * Build the initial super activities
+         */
+        for (Entry<ActivityId, IActivity> entry : activities.entrySet()) {
+            ActivityId activityId = entry.getKey();
+            IActivity activity = entry.getValue();
+            if (activityInputMap.get(activityId) == null) {
+                startActivities.put(activityId, activity);
+                /**
+                 * use the start activity's id as the id of the super activity
+                 */
+                createNewSuperActivity(ac, superActivities, toBeExpendedMap, invertedActivitySuperActivityMap,
+                        activityId, activity);
+            }
+        }
+
+        /**
+         * expand one-to-one connected activity cluster by the BFS order.
+         * after the while-loop, the original activities are partitioned
+         * into equivalent classes, one-per-super-activity.
+         */
+        Map<ActivityId, SuperActivity> clonedSuperActivities = new HashMap<ActivityId, SuperActivity>();
+        while (toBeExpendedMap.size() > 0) {
+            clonedSuperActivities.clear();
+            clonedSuperActivities.putAll(superActivities);
+            for (Entry<ActivityId, SuperActivity> entry : clonedSuperActivities.entrySet()) {
+                ActivityId superActivityId = entry.getKey();
+                SuperActivity superActivity = entry.getValue();
+
+                /**
+                 * for the case where the super activity has already been swallowed
+                 */
+                if (superActivities.get(superActivityId) == null) {
+                    continue;
+                }
+
+                /**
+                 * expend the super activity
+                 */
+                Queue<IActivity> toBeExpended = toBeExpendedMap.get(superActivityId);
+                if (toBeExpended == null) {
+                    /**
+                     * Nothing to expand
+                     */
+                    continue;
+                }
+                IActivity expendingActivity = toBeExpended.poll();
+                List<IConnectorDescriptor> outputConnectors = activityOutputMap.get(expendingActivity.getActivityId());
+                if (outputConnectors != null) {
+                    for (IConnectorDescriptor outputConn : outputConnectors) {
+                        Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> endPoints = connectorActivityMap
+                                .get(outputConn.getConnectorId());
+                        IActivity newActivity = endPoints.getRight().getLeft();
+                        SuperActivity existingSuperActivity = invertedActivitySuperActivityMap.get(newActivity);
+                        if (outputConn.getClass().getName().contains(ONE_TO_ONE_CONNECTOR)) {
+                            /**
+                             * expend the super activity cluster on an one-to-one out-bound connection
+                             */
+                            if (existingSuperActivity == null) {
+                                superActivity.addActivity(newActivity);
+                                toBeExpended.add(newActivity);
+                                invertedActivitySuperActivityMap.put(newActivity, superActivity);
+                            } else {
+                                /**
+                                 * the two activities already in the same super activity
+                                 */
+                                if (existingSuperActivity == superActivity) {
+                                    continue;
+                                }
+                                /**
+                                 * swallow an existing super activity
+                                 */
+                                swallowExistingSuperActivity(superActivities, toBeExpendedMap,
+                                        invertedActivitySuperActivityMap, superActivity, superActivityId,
+                                        existingSuperActivity);
+                            }
+                        } else {
+                            if (existingSuperActivity == null) {
+                                /**
+                                 * create new activity
+                                 */
+                                createNewSuperActivity(ac, superActivities, toBeExpendedMap,
+                                        invertedActivitySuperActivityMap, newActivity.getActivityId(), newActivity);
+                            }
+                        }
+                    }
+                }
+
+                /**
+                 * remove the to-be-expended queue if it is empty
+                 */
+                if (toBeExpended.size() == 0) {
+                    toBeExpendedMap.remove(superActivityId);
+                }
+            }
+        }
+
+        Map<ConnectorDescriptorId, IConnectorDescriptor> connMap = ac.getConnectorMap();
+        Map<ConnectorDescriptorId, RecordDescriptor> connRecordDesc = ac.getConnectorRecordDescriptorMap();
+        Map<SuperActivity, Integer> superActivityProducerPort = new HashMap<SuperActivity, Integer>();
+        Map<SuperActivity, Integer> superActivityConsumerPort = new HashMap<SuperActivity, Integer>();
+        for (Entry<ActivityId, SuperActivity> entry : superActivities.entrySet()) {
+            superActivityProducerPort.put(entry.getValue(), 0);
+            superActivityConsumerPort.put(entry.getValue(), 0);
+        }
+
+        /**
+         * create a new activity cluster to replace the old activity cluster
+         */
+        ActivityCluster newActivityCluster = new ActivityCluster(acg, ac.getId());
+        newActivityCluster.setConnectorPolicyAssignmentPolicy(ac.getConnectorPolicyAssignmentPolicy());
+        for (Entry<ActivityId, SuperActivity> entry : superActivities.entrySet()) {
+            newActivityCluster.addActivity(entry.getValue());
+            acg.getActivityMap().put(entry.getKey(), newActivityCluster);
+        }
+
+        /**
+         * Setup connectors: either inside a super activity or among super activities
+         */
+        for (Entry<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> entry : connectorActivityMap
+                .entrySet()) {
+            ConnectorDescriptorId connectorId = entry.getKey();
+            Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> endPoints = entry.getValue();
+            IActivity producerActivity = endPoints.getLeft().getLeft();
+            IActivity consumerActivity = endPoints.getRight().getLeft();
+            int producerPort = endPoints.getLeft().getRight();
+            int consumerPort = endPoints.getRight().getRight();
+            RecordDescriptor recordDescriptor = connRecordDesc.get(connectorId);
+            IConnectorDescriptor conn = connMap.get(connectorId);
+            if (conn.getClass().getName().contains(ONE_TO_ONE_CONNECTOR)) {
+                /**
+                 * connection edge between inner activities
+                 */
+                SuperActivity residingSuperActivity = invertedActivitySuperActivityMap.get(producerActivity);
+                residingSuperActivity.connect(conn, producerActivity, producerPort, consumerActivity, consumerPort,
+                        recordDescriptor);
+            } else {
+                /**
+                 * connection edge between super activities
+                 */
+                SuperActivity producerSuperActivity = invertedActivitySuperActivityMap.get(producerActivity);
+                SuperActivity consumerSuperActivity = invertedActivitySuperActivityMap.get(consumerActivity);
+                int producerSAPort = superActivityProducerPort.get(producerSuperActivity);
+                int consumerSAPort = superActivityConsumerPort.get(consumerSuperActivity);
+                newActivityCluster.addConnector(conn);
+                newActivityCluster.connect(conn, producerSuperActivity, producerSAPort, consumerSuperActivity,
+                        consumerSAPort, recordDescriptor);
+
+                /**
+                 * bridge the port
+                 */
+                producerSuperActivity.setClusterOutputIndex(producerSAPort, producerActivity.getActivityId(),
+                        producerPort);
+                consumerSuperActivity.setClusterInputIndex(consumerSAPort, consumerActivity.getActivityId(),
+                        consumerPort);
+                acg.getConnectorMap().put(connectorId, newActivityCluster);
+
+                /**
+                 * increasing the port number for the producer and consumer
+                 */
+                superActivityProducerPort.put(producerSuperActivity, ++producerSAPort);
+                superActivityConsumerPort.put(consumerSuperActivity, ++consumerSAPort);
+            }
+        }
+
+        /**
+         * Set up the roots of the new activity cluster
+         */
+        for (Entry<ActivityId, SuperActivity> entry : superActivities.entrySet()) {
+            List<IConnectorDescriptor> connIds = newActivityCluster.getActivityOutputMap().get(entry.getKey());
+            if (connIds == null || connIds.size() == 0) {
+                newActivityCluster.addRoot(entry.getValue());
+            }
+        }
+
+        /**
+         * set up the blocked2Blocker mapping, which will be updated in the rewriteInterActivityCluster call
+         */
+        newActivityCluster.getBlocked2BlockerMap().putAll(ac.getBlocked2BlockerMap());
+
+        /**
+         * replace the old activity cluster with the new activity cluster
+         */
+        acg.getActivityClusterMap().put(ac.getId(), newActivityCluster);
+    }
+
+    /**
+     * Create a new super activity
+     * 
+     * @param acg
+     *            the activity cluster
+     * @param superActivities
+     *            the map from activity id to current super activities
+     * @param toBeExpendedMap
+     *            the map from an existing super activity to its BFS expansion queue of the original activities
+     * @param invertedActivitySuperActivityMap
+     *            the map from the original activities to their hosted super activities
+     * @param activityId
+     *            the activity id for the new super activity, which is the first added acitivty's id in the super activity
+     * @param activity
+     *            the first activity added to the new super activity
+     */
+    private void createNewSuperActivity(ActivityCluster acg, Map<ActivityId, SuperActivity> superActivities,
+            Map<ActivityId, Queue<IActivity>> toBeExpendedMap,
+            Map<IActivity, SuperActivity> invertedActivitySuperActivityMap, ActivityId activityId, IActivity activity) {
+        SuperActivity superActivity = new SuperActivity(acg.getActivityClusterGraph(), acg.getId(), activityId);
+        superActivities.put(activityId, superActivity);
+        superActivity.addActivity(activity);
+        Queue<IActivity> toBeExpended = new LinkedList<IActivity>();
+        toBeExpended.add(activity);
+        toBeExpendedMap.put(activityId, toBeExpended);
+        invertedActivitySuperActivityMap.put(activity, superActivity);
+    }
+
+    /**
+     * One super activity swallows another existing super activity.
+     * 
+     * @param superActivities
+     *            the map from activity id to current super activities
+     * @param toBeExpendedMap
+     *            the map from an existing super activity to its BFS expansion queue of the original activities
+     * @param invertedActivitySuperActivityMap
+     *            the map from the original activities to their hosted super activities
+     * @param superActivity
+     *            the "swallowing" super activity
+     * @param superActivityId
+     *            the activity id for the "swallowing" super activity, which is also the first added acitivty's id in the super activity
+     * @param existingSuperActivity
+     *            an existing super activity which is to be swallowed by the "swallowing" super activity
+     */
+    private void swallowExistingSuperActivity(Map<ActivityId, SuperActivity> superActivities,
+            Map<ActivityId, Queue<IActivity>> toBeExpendedMap,
+            Map<IActivity, SuperActivity> invertedActivitySuperActivityMap, SuperActivity superActivity,
+            ActivityId superActivityId, SuperActivity existingSuperActivity) {
+        ActivityId existingSuperActivityId = existingSuperActivity.getActivityId();
+        superActivities.remove(existingSuperActivityId);
+        for (Entry<ActivityId, IActivity> existingEntry : existingSuperActivity.getActivityMap().entrySet()) {
+            IActivity existingActivity = existingEntry.getValue();
+            superActivity.addActivity(existingActivity);
+            invertedActivitySuperActivityMap.put(existingActivity, superActivity);
+        }
+        Queue<IActivity> tbeQueue = toBeExpendedMap.get(superActivityId);
+        Queue<IActivity> existingTbeQueque = toBeExpendedMap.remove(existingSuperActivityId);
+        if (existingTbeQueque != null) {
+            tbeQueue.addAll(existingTbeQueque);
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/OneToOneConnectedActivityCluster.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/OneToOneConnectedActivityCluster.java
new file mode 100644
index 0000000..07b7ffc
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/OneToOneConnectedActivityCluster.java
@@ -0,0 +1,122 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.api.rewriter;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import edu.uci.ics.hyracks.api.dataflow.ActivityId;
+import edu.uci.ics.hyracks.api.job.ActivityCluster;
+import edu.uci.ics.hyracks.api.job.ActivityClusterGraph;
+import edu.uci.ics.hyracks.api.job.ActivityClusterId;
+
+/**
+ * All the connectors in an OneToOneConnectedCluster are OneToOneConnectorDescriptors.
+ * 
+ * @author yingyib
+ */
+public class OneToOneConnectedActivityCluster extends ActivityCluster {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final Map<Integer, Pair<ActivityId, Integer>> clusterInputIndexMap = new HashMap<Integer, Pair<ActivityId, Integer>>();
+    protected final Map<Integer, Pair<ActivityId, Integer>> clusterOutputIndexMap = new HashMap<Integer, Pair<ActivityId, Integer>>();
+    protected final Map<Pair<ActivityId, Integer>, Integer> invertedClusterOutputIndexMap = new HashMap<Pair<ActivityId, Integer>, Integer>();
+    protected final Map<Pair<ActivityId, Integer>, Integer> invertedClusterInputIndexMap = new HashMap<Pair<ActivityId, Integer>, Integer>();
+
+    public OneToOneConnectedActivityCluster(ActivityClusterGraph acg, ActivityClusterId id) {
+        super(acg, id);
+    }
+
+    /**
+     * Set up the mapping of the cluster's output channel to an internal activity and its output channel
+     * 
+     * @param clusterOutputIndex
+     *            the output channel index for the cluster
+     * @param activityId
+     *            the id of the internal activity which produces the corresponding output
+     * @param activityOutputIndex
+     *            the output channel index of the internal activity which corresponds to the output channel of the cluster of activities
+     */
+    public void setClusterOutputIndex(int clusterOutputIndex, ActivityId activityId, int activityOutputIndex) {
+        clusterOutputIndexMap.put(clusterOutputIndex, Pair.of(activityId, activityOutputIndex));
+        invertedClusterOutputIndexMap.put(Pair.of(activityId, activityOutputIndex), clusterOutputIndex);
+    }
+
+    /**
+     * get the an internal activity and its output channel of a cluster output channel
+     * 
+     * @param clusterOutputIndex
+     *            the output channel index for the cluster
+     * @return a pair containing the activity id of the corresponding internal activity and the output channel index
+     */
+    public Pair<ActivityId, Integer> getActivityIdOutputIndex(int clusterOutputIndex) {
+        return clusterOutputIndexMap.get(clusterOutputIndex);
+    }
+
+    /**
+     * Set up the mapping of the cluster's input channel to an internal activity and input output channel
+     * 
+     * @param clusterInputIndex
+     *            the input channel index for the cluster
+     * @param activityId
+     *            the id of the internal activity which consumes the corresponding input
+     * @param activityInputIndex
+     *            the output channel index of the internal activity which corresponds to the input channel of the cluster of activities
+     */
+    public void setClusterInputIndex(int clusterInputIndex, ActivityId activityId, int activityInputIndex) {
+        clusterInputIndexMap.put(clusterInputIndex, Pair.of(activityId, activityInputIndex));
+        invertedClusterInputIndexMap.put(Pair.of(activityId, activityInputIndex), clusterInputIndex);
+    }
+
+    /**
+     * get the an internal activity and its input channel of a cluster input channel
+     * 
+     * @param clusterOutputIndex
+     *            the output channel index for the cluster
+     * @return a pair containing the activity id of the corresponding internal activity and the output channel index
+     */
+    public Pair<ActivityId, Integer> getActivityIdInputIndex(int clusterInputIndex) {
+        return clusterInputIndexMap.get(clusterInputIndex);
+    }
+
+    /**
+     * Get the cluster input channel of an input-boundary activity and its input channel
+     * 
+     * @param activityInputChannel
+     *            the input-boundary activity and its input channel
+     * @return the cluster input channel
+     */
+    public int getClusterInputIndex(Pair<ActivityId, Integer> activityInputChannel) {
+        Integer channel = invertedClusterInputIndexMap.get(activityInputChannel);
+        return channel == null ? -1 : channel;
+    }
+
+    /**
+     * Get the cluster output channel of an input-boundary activity and its output channel
+     * 
+     * @param activityOutputChannel
+     *            the output-boundary activity and its output channel
+     * @return the cluster output channel
+     */
+    public int getClusterOutputIndex(Pair<ActivityId, Integer> activityOutputChannel) {
+        Integer channel = invertedClusterOutputIndexMap.get(activityOutputChannel);
+        return channel == null ? -1 : channel;
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/runtime/SuperActivity.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/runtime/SuperActivity.java
new file mode 100644
index 0000000..734ff85
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/runtime/SuperActivity.java
@@ -0,0 +1,177 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.api.rewriter.runtime;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.ActivityId;
+import edu.uci.ics.hyracks.api.dataflow.IActivity;
+import edu.uci.ics.hyracks.api.dataflow.IConnectorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.ActivityCluster;
+import edu.uci.ics.hyracks.api.job.ActivityClusterGraph;
+import edu.uci.ics.hyracks.api.job.ActivityClusterId;
+import edu.uci.ics.hyracks.api.rewriter.OneToOneConnectedActivityCluster;
+
+/**
+ * This class can be used to execute a DAG of activities inside which
+ * there are only one-to-one connectors.
+ * 
+ * @author yingyib
+ */
+public class SuperActivity extends OneToOneConnectedActivityCluster implements IActivity {
+    private static final long serialVersionUID = 1L;
+    private final ActivityId activityId;
+
+    public SuperActivity(ActivityClusterGraph acg, ActivityClusterId id, ActivityId activityId) {
+        super(acg, id);
+        this.activityId = activityId;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+            throws HyracksDataException {
+        final Map<ActivityId, IActivity> startActivities = new HashMap<ActivityId, IActivity>();
+        Map<ActivityId, IActivity> activities = getActivityMap();
+        for (Entry<ActivityId, IActivity> entry : activities.entrySet()) {
+            /**
+             * extract start activities
+             */
+            List<IConnectorDescriptor> conns = getActivityInputMap().get(entry.getKey());
+            if (conns == null || conns.size() == 0) {
+                startActivities.put(entry.getKey(), entry.getValue());
+            }
+        }
+
+        /**
+         * wrap a RecordDescriptorProvider for the super activity
+         */
+        IRecordDescriptorProvider wrappedRecDescProvider = new IRecordDescriptorProvider() {
+
+            @Override
+            public RecordDescriptor getInputRecordDescriptor(ActivityId aid, int inputIndex) {
+                if (startActivities.get(aid) != null) {
+                    /**
+                     * if the activity is a start (input boundary) activity
+                     */
+                    int superActivityInputChannel = SuperActivity.this.getClusterInputIndex(Pair.of(aid, inputIndex));
+                    if (superActivityInputChannel >= 0) {
+                        return recordDescProvider.getInputRecordDescriptor(activityId, superActivityInputChannel);
+                    }
+                }
+                if (SuperActivity.this.getActivityMap().get(aid) != null) {
+                    /**
+                     * if the activity is an internal activity of the super activity
+                     */
+                    IConnectorDescriptor conn = getActivityInputMap().get(aid).get(inputIndex);
+                    return getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                }
+
+                /**
+                 * the following is for the case where the activity is in other SuperActivities
+                 */
+                ActivityClusterGraph acg = SuperActivity.this.getActivityClusterGraph();
+                for (Entry<ActivityClusterId, ActivityCluster> entry : acg.getActivityClusterMap().entrySet()) {
+                    ActivityCluster ac = entry.getValue();
+                    for (Entry<ActivityId, IActivity> saEntry : ac.getActivityMap().entrySet()) {
+                        SuperActivity sa = (SuperActivity) saEntry.getValue();
+                        if (sa.getActivityMap().get(aid) != null) {
+                            List<IConnectorDescriptor> conns = sa.getActivityInputMap().get(aid);
+                            if (conns != null && conns.size() >= inputIndex) {
+                                IConnectorDescriptor conn = conns.get(inputIndex);
+                                return sa.getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                            } else {
+                                int superActivityInputChannel = sa.getClusterInputIndex(Pair.of(aid, inputIndex));
+                                if (superActivityInputChannel >= 0) {
+                                    return recordDescProvider.getInputRecordDescriptor(sa.getActivityId(),
+                                            superActivityInputChannel);
+                                }
+                            }
+                        }
+                    }
+                }
+                return null;
+            }
+
+            @Override
+            public RecordDescriptor getOutputRecordDescriptor(ActivityId aid, int outputIndex) {
+                /**
+                 * if the activity is an output-boundary activity
+                 */
+                int superActivityOutputChannel = SuperActivity.this.getClusterOutputIndex(Pair.of(aid, outputIndex));
+                if (superActivityOutputChannel >= 0) {
+                    return recordDescProvider.getOutputRecordDescriptor(activityId, superActivityOutputChannel);
+                }
+
+                if (SuperActivity.this.getActivityMap().get(aid) != null) {
+                    /**
+                     * if the activity is an internal activity of the super activity
+                     */
+                    IConnectorDescriptor conn = getActivityOutputMap().get(aid).get(outputIndex);
+                    return getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                }
+
+                /**
+                 * the following is for the case where the activity is in other SuperActivities
+                 */
+                ActivityClusterGraph acg = SuperActivity.this.getActivityClusterGraph();
+                for (Entry<ActivityClusterId, ActivityCluster> entry : acg.getActivityClusterMap().entrySet()) {
+                    ActivityCluster ac = entry.getValue();
+                    for (Entry<ActivityId, IActivity> saEntry : ac.getActivityMap().entrySet()) {
+                        SuperActivity sa = (SuperActivity) saEntry.getValue();
+                        if (sa.getActivityMap().get(aid) != null) {
+                            List<IConnectorDescriptor> conns = sa.getActivityOutputMap().get(aid);
+                            if (conns != null && conns.size() >= outputIndex) {
+                                IConnectorDescriptor conn = conns.get(outputIndex);
+                                return sa.getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                            } else {
+                                superActivityOutputChannel = sa.getClusterOutputIndex(Pair.of(aid, outputIndex));
+                                if (superActivityOutputChannel >= 0) {
+                                    return recordDescProvider.getOutputRecordDescriptor(sa.getActivityId(),
+                                            superActivityOutputChannel);
+                                }
+                            }
+                        }
+                    }
+                }
+                return null;
+            }
+
+        };
+        return new SuperActivityOperatorNodePushable(this, startActivities, ctx, wrappedRecDescProvider, partition,
+                nPartitions);
+    }
+
+    @Override
+    public ActivityId getActivityId() {
+        return activityId;
+    }
+
+    @Override
+    public String toString() {
+        return getActivityMap().values().toString();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/runtime/SuperActivityOperatorNodePushable.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/runtime/SuperActivityOperatorNodePushable.java
new file mode 100644
index 0000000..7d50fa0
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/rewriter/runtime/SuperActivityOperatorNodePushable.java
@@ -0,0 +1,195 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.api.rewriter.runtime;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Queue;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.ActivityId;
+import edu.uci.ics.hyracks.api.dataflow.IActivity;
+import edu.uci.ics.hyracks.api.dataflow.IConnectorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * The runtime of a SuperActivity, which internally executes a DAG of one-to-one
+ * connected activities in a single thread.
+ * 
+ * @author yingyib
+ */
+public class SuperActivityOperatorNodePushable implements IOperatorNodePushable {
+    private final Map<ActivityId, IOperatorNodePushable> operatorNodePushables = new HashMap<ActivityId, IOperatorNodePushable>();
+    private final List<IOperatorNodePushable> operatprNodePushablesBFSOrder = new ArrayList<IOperatorNodePushable>();
+    private final Map<ActivityId, IActivity> startActivities;
+    private final SuperActivity parent;
+    private final IHyracksTaskContext ctx;
+    private final IRecordDescriptorProvider recordDescProvider;
+    private final int partition;
+    private final int nPartitions;
+    private int inputArity = 0;
+
+    public SuperActivityOperatorNodePushable(SuperActivity parent, Map<ActivityId, IActivity> startActivities,
+            IHyracksTaskContext ctx, IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        this.parent = parent;
+        this.startActivities = startActivities;
+        this.ctx = ctx;
+        this.recordDescProvider = recordDescProvider;
+        this.partition = partition;
+        this.nPartitions = nPartitions;
+
+        /**
+         * initialize the writer-relationship for the internal DAG of operator
+         * node pushables
+         */
+        try {
+            init();
+        } catch (Exception e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        /**
+         * initialize operator node pushables in the BFS order
+         */
+        for (IOperatorNodePushable op : operatprNodePushablesBFSOrder) {
+            op.initialize();
+        }
+    }
+
+    public void init() throws HyracksDataException {
+        Map<ActivityId, IOperatorNodePushable> startOperatorNodePushables = new HashMap<ActivityId, IOperatorNodePushable>();
+        Queue<Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> childQueue = new LinkedList<Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>>();
+        List<IConnectorDescriptor> outputConnectors = null;
+
+        /**
+         * Set up the source operators
+         */
+        for (Entry<ActivityId, IActivity> entry : startActivities.entrySet()) {
+            IOperatorNodePushable opPushable = entry.getValue().createPushRuntime(ctx, recordDescProvider, partition,
+                    nPartitions);
+            startOperatorNodePushables.put(entry.getKey(), opPushable);
+            operatprNodePushablesBFSOrder.add(opPushable);
+            operatorNodePushables.put(entry.getKey(), opPushable);
+            inputArity += opPushable.getInputArity();
+            outputConnectors = parent.getActivityOutputMap().get(entry.getKey());
+            if (outputConnectors != null) {
+                for (IConnectorDescriptor conn : outputConnectors) {
+                    childQueue.add(parent.getConnectorActivityMap().get(conn.getConnectorId()));
+                }
+            }
+        }
+
+        /**
+         * Using BFS (breadth-first search) to construct to runtime execution
+         * DAG;
+         */
+        while (childQueue.size() > 0) {
+            /**
+             * expend the executing activities further to the downstream
+             */
+            if (outputConnectors != null && outputConnectors.size() > 0) {
+                for (IConnectorDescriptor conn : outputConnectors) {
+                    if (conn != null) {
+                        childQueue.add(parent.getConnectorActivityMap().get(conn.getConnectorId()));
+                    }
+                }
+            }
+
+            /**
+             * construct the source to destination information
+             */
+            Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> channel = childQueue.poll();
+            ActivityId sourceId = channel.getLeft().getLeft().getActivityId();
+            int outputChannel = channel.getLeft().getRight();
+            ActivityId destId = channel.getRight().getLeft().getActivityId();
+            int inputChannel = channel.getRight().getRight();
+            IOperatorNodePushable sourceOp = operatorNodePushables.get(sourceId);
+            IOperatorNodePushable destOp = operatorNodePushables.get(destId);
+            if (destOp == null) {
+                destOp = channel.getRight().getLeft()
+                        .createPushRuntime(ctx, recordDescProvider, partition, nPartitions);
+                operatprNodePushablesBFSOrder.add(destOp);
+                operatorNodePushables.put(destId, destOp);
+            }
+
+            /**
+             * construct the dataflow connection from a producer to a consumer
+             */
+            sourceOp.setOutputFrameWriter(outputChannel, destOp.getInputFrameWriter(inputChannel),
+                    recordDescProvider.getInputRecordDescriptor(destId, inputChannel));
+
+            /**
+             * traverse to the child of the current activity
+             */
+            outputConnectors = parent.getActivityOutputMap().get(destId);
+        }
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+        /**
+         * de-initialize operator node pushables
+         */
+        for (IOperatorNodePushable op : operatprNodePushablesBFSOrder) {
+            op.deinitialize();
+        }
+    }
+
+    @Override
+    public int getInputArity() {
+        return inputArity;
+    }
+
+    @Override
+    public void setOutputFrameWriter(int clusterOutputIndex, IFrameWriter writer, RecordDescriptor recordDesc) {
+        /**
+         * set the right output frame writer
+         */
+        Pair<ActivityId, Integer> activityIdOutputIndex = parent.getActivityIdOutputIndex(clusterOutputIndex);
+        IOperatorNodePushable opPushable = operatorNodePushables.get(activityIdOutputIndex.getLeft());
+        opPushable.setOutputFrameWriter(activityIdOutputIndex.getRight(), writer, recordDesc);
+    }
+
+    @Override
+    public IFrameWriter getInputFrameWriter(final int index) {
+        /**
+         * get the right IFrameWriter from the cluster input index
+         */
+        Pair<ActivityId, Integer> activityIdInputIndex = parent.getActivityIdInputIndex(index);
+        IOperatorNodePushable operatorNodePushable = operatorNodePushables.get(activityIdInputIndex.getLeft());
+        IFrameWriter writer = operatorNodePushable.getInputFrameWriter(activityIdInputIndex.getRight());
+        return writer;
+    }
+
+    @Override
+    public String getDisplayName() {
+        return "Super Activity " + parent.getActivityMap().values().toString();
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/util/JavaSerializationUtils.java b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/util/JavaSerializationUtils.java
index 1185b5e..764348f 100644
--- a/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/util/JavaSerializationUtils.java
+++ b/hyracks/hyracks-api/src/main/java/edu/uci/ics/hyracks/api/util/JavaSerializationUtils.java
@@ -33,6 +33,14 @@
         return baos.toByteArray();
     }
 
+    public static Object deserialize(byte[] bytes) throws IOException, ClassNotFoundException {
+        if (bytes == null) {
+            return null;
+        }
+        ObjectInputStream ois = new ObjectInputStream(new ByteArrayInputStream(bytes));
+        return ois.readObject();
+    }
+
     public static Object deserialize(byte[] bytes, ClassLoader classLoader) throws IOException, ClassNotFoundException {
         if (bytes == null) {
             return null;
diff --git a/hyracks/hyracks-cli/pom.xml b/hyracks/hyracks-cli/pom.xml
deleted file mode 100644
index 7bb6123..0000000
--- a/hyracks/hyracks-cli/pom.xml
+++ /dev/null
@@ -1,98 +0,0 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
-  <artifactId>hyracks-cli</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
-  <name>hyracks-cli</name>
-
-  <parent>
-    <groupId>edu.uci.ics.hyracks</groupId>
-    <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-compiler-plugin</artifactId>
-        <version>2.0.2</version>
-        <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
-        </configuration>
-      </plugin>
-      <plugin>
-        <groupId>org.codehaus.mojo</groupId>
-        <artifactId>javacc-maven-plugin</artifactId>
-        <version>2.6</version>
-        <executions>
-          <execution>
-            <id>javacc</id>
-            <goals>
-              <goal>javacc</goal>
-            </goals>
-            <configuration>
-              <isStatic>false</isStatic>
-            </configuration>
-          </execution>
-        </executions>
-      </plugin>
-      <plugin>
-        <groupId>org.codehaus.mojo</groupId>
-        <artifactId>appassembler-maven-plugin</artifactId>
-        <version>1.3</version>
-        <executions>
-          <execution>
-            <configuration>
-              <programs>
-                <program>
-                  <mainClass>edu.uci.ics.hyracks.cli.Main</mainClass>
-                  <name>hyrackscli</name>
-                </program>
-              </programs>
-              <repositoryLayout>flat</repositoryLayout>
-              <repositoryName>lib</repositoryName>
-            </configuration>
-            <phase>package</phase>
-            <goals>
-              <goal>assemble</goal>
-            </goals>
-          </execution>
-        </executions>
-      </plugin>
-      <plugin>
-        <artifactId>maven-assembly-plugin</artifactId>
-        <version>2.2-beta-5</version>
-        <executions>
-          <execution>
-            <configuration>
-              <descriptors>
-                <descriptor>src/main/assembly/binary-assembly.xml</descriptor>
-              </descriptors>
-            </configuration>
-            <phase>package</phase>
-            <goals>
-              <goal>attached</goal>
-            </goals>
-          </execution>
-        </executions>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-  	<dependency>
-  		<groupId>jline</groupId>
-  		<artifactId>jline</artifactId>
-  		<version>0.9.94</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<scope>compile</scope>
-  	</dependency>
-  </dependencies>
-</project>
diff --git a/hyracks/hyracks-cli/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-cli/src/main/assembly/binary-assembly.xml
deleted file mode 100644
index 0500499..0000000
--- a/hyracks/hyracks-cli/src/main/assembly/binary-assembly.xml
+++ /dev/null
@@ -1,19 +0,0 @@
-<assembly>
-  <id>binary-assembly</id>
-  <formats>
-    <format>zip</format>
-    <format>dir</format>
-  </formats>
-  <includeBaseDirectory>false</includeBaseDirectory>
-  <fileSets>
-    <fileSet>
-      <directory>target/appassembler/bin</directory>
-      <outputDirectory>bin</outputDirectory>
-      <fileMode>0755</fileMode>
-    </fileSet>
-    <fileSet>
-      <directory>target/appassembler/lib</directory>
-      <outputDirectory>lib</outputDirectory>
-    </fileSet>
-  </fileSets>
-</assembly>
diff --git a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/CLI.java b/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/CLI.java
deleted file mode 100644
index f01c724..0000000
--- a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/CLI.java
+++ /dev/null
@@ -1,63 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.cli;
-
-import java.io.IOException;
-
-import jline.ConsoleReader;
-
-public class CLI {
-    private static final String HYRACKS_PROMPT = "hyracks> ";
-    private static final String HYRAX_CONTINUE_PROMPT = "> ";
-    private final ConsoleReader reader;
-    private final Session session;
-
-    public CLI(String[] args) throws IOException {
-        reader = new ConsoleReader();
-        session = new Session();
-    }
-
-    public void run() throws IOException {
-        boolean eof = false;
-        while (true) {
-            String prompt = HYRACKS_PROMPT;
-            StringBuilder command = new StringBuilder();
-            while (true) {
-                String line = reader.readLine(prompt);
-                if (line == null) {
-                    eof = true;
-                    break;
-                }
-                prompt = HYRAX_CONTINUE_PROMPT;
-                line = line.trim();
-                command.append(line);
-                if ("".equals(line)) {
-                    break;
-                }
-                if (line.endsWith(";")) {
-                    break;
-                }
-            }
-            if (eof) {
-                break;
-            }
-            try {
-                CommandExecutor.execute(session, command.toString());
-            } catch (Exception e) {
-                e.printStackTrace();
-            }
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/CommandExecutor.java b/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/CommandExecutor.java
deleted file mode 100644
index 6bdd136..0000000
--- a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/CommandExecutor.java
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.cli;
-
-import java.io.StringReader;
-import java.util.List;
-
-import edu.uci.ics.hyracks.cli.commands.Command;
-
-public class CommandExecutor {
-    public static void execute(Session session, String command) throws Exception {
-        CLIParser parser = new CLIParser(new StringReader(command));
-        List<Command> cmds = parser.Commands();
-        for (Command cmd : cmds) {
-            cmd.run(session);
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/Main.java b/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/Main.java
deleted file mode 100644
index 5f7ef0b..0000000
--- a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/Main.java
+++ /dev/null
@@ -1,22 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.cli;
-
-public class Main {
-    public static void main(String[] args) throws Exception {
-        CLI cli = new CLI(args);
-        cli.run();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/Session.java b/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/Session.java
deleted file mode 100644
index f15b1bb..0000000
--- a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/Session.java
+++ /dev/null
@@ -1,29 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.cli;
-
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-
-public class Session {
-    private IHyracksClientConnection connection;
-
-    public void setConnection(IHyracksClientConnection connection) {
-        this.connection = connection;
-    }
-
-    public IHyracksClientConnection getConnection() {
-        return connection;
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/Command.java b/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/Command.java
deleted file mode 100644
index ee5849b..0000000
--- a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/Command.java
+++ /dev/null
@@ -1,7 +0,0 @@
-package edu.uci.ics.hyracks.cli.commands;
-
-import edu.uci.ics.hyracks.cli.Session;
-
-public abstract class Command {
-    public abstract void run(Session session) throws Exception;
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/ConnectCommand.java b/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/ConnectCommand.java
deleted file mode 100644
index 168280b..0000000
--- a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/ConnectCommand.java
+++ /dev/null
@@ -1,28 +0,0 @@
-package edu.uci.ics.hyracks.cli.commands;
-
-import edu.uci.ics.hyracks.api.client.HyracksConnection;
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.cli.Session;
-
-public class ConnectCommand extends Command {
-    private String host;
-
-    private int port;
-
-    public ConnectCommand(String hostPortStr) {
-        int idx = hostPortStr.indexOf(':');
-        host = hostPortStr;
-        port = 1098;
-        if (idx != -1) {
-            host = hostPortStr.substring(0, idx);
-            port = Integer.valueOf(hostPortStr.substring(idx + 1));
-        }
-    }
-
-    @Override
-    public void run(Session session) throws Exception {
-        System.err.println("Connecting to host: " + host + ", port: " + port);
-        IHyracksClientConnection conn = new HyracksConnection(host, port);
-        session.setConnection(conn);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/CreateApplicationCommand.java b/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/CreateApplicationCommand.java
deleted file mode 100644
index 7b35ee5..0000000
--- a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/CreateApplicationCommand.java
+++ /dev/null
@@ -1,27 +0,0 @@
-package edu.uci.ics.hyracks.cli.commands;
-
-import java.io.File;
-
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.cli.Session;
-
-public class CreateApplicationCommand extends Command {
-    private String appName;
-
-    private File harFile;
-
-    public CreateApplicationCommand(String appName, File harFile) {
-        this.appName = appName;
-        this.harFile = harFile;
-    }
-
-    @Override
-    public void run(Session session) throws Exception {
-        IHyracksClientConnection hcc = session.getConnection();
-        if (hcc == null) {
-            throw new RuntimeException("Not connected to Hyracks Cluster Controller");
-        }
-        System.err.println("Creating application: " + appName + " with har: " + harFile.getAbsolutePath());
-        hcc.createApplication(appName, harFile);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/DestroyApplicationCommand.java b/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/DestroyApplicationCommand.java
deleted file mode 100644
index 03aed1e..0000000
--- a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/DestroyApplicationCommand.java
+++ /dev/null
@@ -1,22 +0,0 @@
-package edu.uci.ics.hyracks.cli.commands;
-
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.cli.Session;
-
-public class DestroyApplicationCommand extends Command {
-    private String appName;
-
-    public DestroyApplicationCommand(String appName) {
-        this.appName = appName;
-    }
-
-    @Override
-    public void run(Session session) throws Exception {
-        IHyracksClientConnection hcc = session.getConnection();
-        if (hcc == null) {
-            throw new RuntimeException("Not connected to Hyracks Cluster Controller");
-        }
-        System.err.println("Destroying application: " + appName);
-        hcc.destroyApplication(appName);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/DisconnectCommand.java b/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/DisconnectCommand.java
deleted file mode 100644
index facf0f1..0000000
--- a/hyracks/hyracks-cli/src/main/java/edu/uci/ics/hyracks/cli/commands/DisconnectCommand.java
+++ /dev/null
@@ -1,11 +0,0 @@
-package edu.uci.ics.hyracks.cli.commands;
-
-import edu.uci.ics.hyracks.cli.Session;
-
-public class DisconnectCommand extends Command {
-    @Override
-    public void run(Session session) throws Exception {
-        System.err.println("Disconnecting...");
-        session.setConnection(null);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-cli/src/main/javacc/cli.jj b/hyracks/hyracks-cli/src/main/javacc/cli.jj
deleted file mode 100644
index 0f386cb..0000000
--- a/hyracks/hyracks-cli/src/main/javacc/cli.jj
+++ /dev/null
@@ -1,131 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-options {
-    STATIC = false;
-    IGNORE_CASE = true;
-}
-
-PARSER_BEGIN(CLIParser)
-
-package edu.uci.ics.hyracks.cli;
-
-import java.io.*;
-import java.util.*;
-import edu.uci.ics.hyracks.cli.commands.*;
-
-class CLIParser {
-    private String unquote(String s) {
-        return s.substring(1, s.length() - 1);
-    }
-}
-
-PARSER_END(CLIParser)
-
-List<Command> Commands():
-{
-    List<Command> result = new ArrayList<Command>();
-    Command cmd = null;
-} {
-    (
-        (
-            cmd = ConnectCommand()
-            | cmd = DisconnectCommand()
-            | cmd = CreateApplicationCommand()
-            | cmd = DestroyApplicationCommand()
-        ) ";" {
-            result.add(cmd);
-        }
-    )* <EOF> {
-        return result;
-    }
-}
-
-protected Command ConnectCommand():
-{
-    Token t;
-} {
-    "connect" "to" t = <StringLiteral> {
-        return new ConnectCommand(unquote(t.image));
-    }
-}
-
-protected Command CreateApplicationCommand():
-{
-    Token a;
-    Token f;
-} {
-    "create" "application" a = <Identifier> f = <StringLiteral> {
-        return new CreateApplicationCommand(a.image, new File(unquote(f.image)));
-    }
-}
-
-protected Command DestroyApplicationCommand():
-{
-    Token a;
-} {
-    "destroy" "application" a = <Identifier> {
-        return new DestroyApplicationCommand(a.image);
-    }
-}
-
-protected Command DisconnectCommand():
-{
-    Token t;
-} {
-    "disconnect" {
-        return new DisconnectCommand();
-    }
-}
-
-<DEFAULT>
-TOKEN : {
-    <StringLiteral: (("\"" (~["\"", "\n"])* "\"") | ("'" (~["'", "\n"])* "'"))>
-    | <Identifier: <Letter> (<Letter> | <Digit> | <Extender>)*>
-}
-
-SPECIAL_TOKEN :
-{
- < WhitespaceChar : ["\t", "\r", "\n", " "] >
-}
-
-TOKEN :
-{
- < #Letter : (<BaseChar> | <Ideographic>) >
-}
-
-TOKEN :
-{
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-}
-
-TOKEN :
-{
- < #Ideographic : ["\u4e00" - "\u9fa5", "\u3007", "\u3021" - "\u3029"] >
-}
-
-TOKEN :
-{
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-
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-
-TOKEN :
-{
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-}
\ No newline at end of file
diff --git a/hyracks/hyracks-client/pom.xml b/hyracks/hyracks-client/pom.xml
new file mode 100644
index 0000000..c86b0d3
--- /dev/null
+++ b/hyracks/hyracks-client/pom.xml
@@ -0,0 +1,46 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-client</artifactId>
+  <name>hyracks-client</name>
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+ <dependency>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks-api</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+ </dependency>
+ <dependency>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks-net</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+ </dependency>
+ <dependency>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks-comm</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+ </dependency>
+  <dependency>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks-dataflow-common</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+ </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/DatasetClientContext.java b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/DatasetClientContext.java
new file mode 100644
index 0000000..8be4a8c
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/DatasetClientContext.java
@@ -0,0 +1,44 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.client.dataset;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+
+public class DatasetClientContext implements IHyracksCommonContext {
+    private final int frameSize;
+
+    public DatasetClientContext(int frameSize) {
+        this.frameSize = frameSize;
+    }
+
+    @Override
+    public int getFrameSize() {
+        return frameSize;
+    }
+
+    @Override
+    public IIOManager getIOManager() {
+        return null;
+    }
+
+    @Override
+    public ByteBuffer allocateFrame() {
+        return ByteBuffer.allocate(frameSize);
+    }
+
+}
diff --git a/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDataset.java b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDataset.java
new file mode 100644
index 0000000..6866e46
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDataset.java
@@ -0,0 +1,56 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.client.dataset;
+
+import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDataset;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDatasetDirectoryServiceConnection;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDatasetReader;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.client.net.ClientNetworkManager;
+
+public class HyracksDataset implements IHyracksDataset {
+    private final IHyracksDatasetDirectoryServiceConnection datasetDirectoryServiceConnection;
+
+    private final ClientNetworkManager netManager;
+
+    private final DatasetClientContext datasetClientCtx;
+
+    public HyracksDataset(IHyracksClientConnection hcc, int frameSize, int nReaders) throws Exception {
+        NetworkAddress ddsAddress = hcc.getDatasetDirectoryServiceInfo();
+        datasetDirectoryServiceConnection = new HyracksDatasetDirectoryServiceConnection(new String(
+                ddsAddress.getIpAddress()), ddsAddress.getPort());
+
+        netManager = new ClientNetworkManager(nReaders);
+        netManager.start();
+
+        datasetClientCtx = new DatasetClientContext(frameSize);
+    }
+
+    @Override
+    public IHyracksDatasetReader createReader(JobId jobId, ResultSetId resultSetId) throws HyracksDataException {
+        IHyracksDatasetReader reader = null;
+        try {
+            reader = new HyracksDatasetReader(datasetDirectoryServiceConnection, netManager, datasetClientCtx, jobId,
+                    resultSetId);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+        return reader;
+    }
+}
diff --git a/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDatasetDirectoryServiceConnection.java b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDatasetDirectoryServiceConnection.java
new file mode 100644
index 0000000..095fd7d
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDatasetDirectoryServiceConnection.java
@@ -0,0 +1,53 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.client.dataset;
+
+import java.net.InetSocketAddress;
+
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord;
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord.Status;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDatasetDirectoryServiceConnection;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDatasetDirectoryServiceInterface;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.ipc.api.IIPCHandle;
+import edu.uci.ics.hyracks.ipc.api.RPCInterface;
+import edu.uci.ics.hyracks.ipc.impl.IPCSystem;
+import edu.uci.ics.hyracks.ipc.impl.JavaSerializationBasedPayloadSerializerDeserializer;
+
+//TODO(madhusudancs): Should this implementation be moved to edu.uci.ics.hyracks.client?
+public class HyracksDatasetDirectoryServiceConnection implements IHyracksDatasetDirectoryServiceConnection {
+    private final IPCSystem ipc;
+    private final IHyracksDatasetDirectoryServiceInterface ddsi;
+
+    public HyracksDatasetDirectoryServiceConnection(String ddsHost, int ddsPort) throws Exception {
+        RPCInterface rpci = new RPCInterface();
+        ipc = new IPCSystem(new InetSocketAddress(0), rpci, new JavaSerializationBasedPayloadSerializerDeserializer());
+        ipc.start();
+        IIPCHandle ddsIpchandle = ipc.getHandle(new InetSocketAddress(ddsHost, ddsPort));
+        this.ddsi = new HyracksDatasetDirectoryServiceInterfaceRemoteProxy(ddsIpchandle, rpci);
+    }
+
+    @Override
+    public Status getDatasetResultStatus(JobId jobId, ResultSetId rsId) throws Exception {
+        return ddsi.getDatasetResultStatus(jobId, rsId);
+    }
+
+    @Override
+    public DatasetDirectoryRecord[] getDatasetResultLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords) throws Exception {
+        return ddsi.getDatasetResultLocations(jobId, rsId, knownRecords);
+    }
+}
diff --git a/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDatasetDirectoryServiceInterfaceRemoteProxy.java b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDatasetDirectoryServiceInterfaceRemoteProxy.java
new file mode 100644
index 0000000..47cdf97
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDatasetDirectoryServiceInterfaceRemoteProxy.java
@@ -0,0 +1,51 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.client.dataset;
+
+import edu.uci.ics.hyracks.api.client.HyracksClientInterfaceFunctions;
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord;
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord.Status;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDatasetDirectoryServiceInterface;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.ipc.api.IIPCHandle;
+import edu.uci.ics.hyracks.ipc.api.RPCInterface;
+
+//TODO(madhusudancs): Should this implementation be moved to edu.uci.ics.hyracks.client?
+public class HyracksDatasetDirectoryServiceInterfaceRemoteProxy implements IHyracksDatasetDirectoryServiceInterface {
+    private final IIPCHandle ipcHandle;
+
+    private final RPCInterface rpci;
+
+    public HyracksDatasetDirectoryServiceInterfaceRemoteProxy(IIPCHandle ipcHandle, RPCInterface rpci) {
+        this.ipcHandle = ipcHandle;
+        this.rpci = rpci;
+    }
+
+    @Override
+    public Status getDatasetResultStatus(JobId jobId, ResultSetId rsId) throws Exception {
+        HyracksClientInterfaceFunctions.GetDatasetResultStatusFunction gdrlf = new HyracksClientInterfaceFunctions.GetDatasetResultStatusFunction(
+                jobId, rsId);
+        return (Status) rpci.call(ipcHandle, gdrlf);
+    }
+
+    @Override
+    public DatasetDirectoryRecord[] getDatasetResultLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords) throws Exception {
+        HyracksClientInterfaceFunctions.GetDatasetResultLocationsFunction gdrlf = new HyracksClientInterfaceFunctions.GetDatasetResultLocationsFunction(
+                jobId, rsId, knownRecords);
+        return (DatasetDirectoryRecord[]) rpci.call(ipcHandle, gdrlf);
+    }
+}
diff --git a/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDatasetReader.java b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDatasetReader.java
new file mode 100644
index 0000000..6419983
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/dataset/HyracksDatasetReader.java
@@ -0,0 +1,263 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.client.dataset;
+
+import java.net.InetAddress;
+import java.net.InetSocketAddress;
+import java.net.SocketAddress;
+import java.net.UnknownHostException;
+import java.nio.ByteBuffer;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.channels.IInputChannel;
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord;
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord.Status;
+import edu.uci.ics.hyracks.api.dataset.IDatasetInputChannelMonitor;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDatasetDirectoryServiceConnection;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDatasetReader;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.client.net.ClientNetworkManager;
+import edu.uci.ics.hyracks.comm.channels.DatasetNetworkInputChannel;
+
+// TODO(madhusudancs): Should this implementation be moved to edu.uci.ics.hyracks.client?
+public class HyracksDatasetReader implements IHyracksDatasetReader {
+    private static final Logger LOGGER = Logger.getLogger(HyracksDatasetReader.class.getName());
+
+    private final IHyracksDatasetDirectoryServiceConnection datasetDirectoryServiceConnection;
+
+    private final ClientNetworkManager netManager;
+
+    private final DatasetClientContext datasetClientCtx;
+
+    private JobId jobId;
+
+    private ResultSetId resultSetId;
+
+    private DatasetDirectoryRecord[] knownRecords;
+
+    private IDatasetInputChannelMonitor[] monitors;
+
+    private int lastReadPartition;
+
+    private IDatasetInputChannelMonitor lastMonitor;
+
+    private DatasetNetworkInputChannel resultChannel;
+
+    private static int NUM_READ_BUFFERS = 1;
+
+    public HyracksDatasetReader(IHyracksDatasetDirectoryServiceConnection datasetDirectoryServiceConnection,
+            ClientNetworkManager netManager, DatasetClientContext datasetClientCtx, JobId jobId, ResultSetId resultSetId)
+            throws Exception {
+        this.datasetDirectoryServiceConnection = datasetDirectoryServiceConnection;
+        this.netManager = netManager;
+        this.datasetClientCtx = datasetClientCtx;
+        this.jobId = jobId;
+        this.resultSetId = resultSetId;
+        knownRecords = null;
+        monitors = null;
+        lastReadPartition = -1;
+        lastMonitor = null;
+        resultChannel = null;
+    }
+
+    @Override
+    public Status getResultStatus() {
+        Status status = null;
+        try {
+            status = datasetDirectoryServiceConnection.getDatasetResultStatus(jobId, resultSetId);
+        } catch (Exception e) {
+            // TODO(madhusudancs): Decide what to do in case of error
+        }
+        return status;
+    }
+
+    @Override
+    public int read(ByteBuffer buffer) throws HyracksDataException {
+        ByteBuffer readBuffer;
+        int readSize = 0;
+
+        if (lastReadPartition == -1) {
+            while (knownRecords == null || knownRecords[0] == null) {
+                try {
+                    knownRecords = datasetDirectoryServiceConnection.getDatasetResultLocations(jobId, resultSetId,
+                            knownRecords);
+                    lastReadPartition = 0;
+                    resultChannel = new DatasetNetworkInputChannel(netManager,
+                            getSocketAddress(knownRecords[lastReadPartition]), jobId, lastReadPartition,
+                            NUM_READ_BUFFERS);
+                    lastMonitor = getMonitor(lastReadPartition);
+                    resultChannel.open(datasetClientCtx);
+                    resultChannel.registerMonitor(lastMonitor);
+                } catch (HyracksException e) {
+                    throw new HyracksDataException(e);
+                } catch (UnknownHostException e) {
+                    throw new HyracksDataException(e);
+                } catch (Exception e) {
+                    // Do nothing here.
+                }
+            }
+        }
+
+        while (readSize <= 0 && !(isLastPartitionReadComplete())) {
+            synchronized (lastMonitor) {
+                while (lastMonitor.getNFramesAvailable() <= 0 && !lastMonitor.eosReached()) {
+                    try {
+                        lastMonitor.wait();
+                    } catch (InterruptedException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            }
+
+            if (isPartitionReadComplete(lastMonitor)) {
+                knownRecords[lastReadPartition].readEOS();
+                if ((lastReadPartition == knownRecords.length - 1)) {
+                    break;
+                } else {
+                    try {
+                        lastReadPartition++;
+                        while (knownRecords[lastReadPartition] == null) {
+                            try {
+                                knownRecords = datasetDirectoryServiceConnection.getDatasetResultLocations(jobId,
+                                        resultSetId, knownRecords);
+                            } catch (Exception e) {
+                                // Do nothing here.
+                            }
+                        }
+
+                        resultChannel = new DatasetNetworkInputChannel(netManager,
+                                getSocketAddress(knownRecords[lastReadPartition]), jobId, lastReadPartition,
+                                NUM_READ_BUFFERS);
+                        lastMonitor = getMonitor(lastReadPartition);
+                        resultChannel.open(datasetClientCtx);
+                        resultChannel.registerMonitor(lastMonitor);
+                    } catch (HyracksException e) {
+                        throw new HyracksDataException(e);
+                    } catch (UnknownHostException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            } else {
+                readBuffer = resultChannel.getNextBuffer();
+                lastMonitor.notifyFrameRead();
+                if (readBuffer != null) {
+                    buffer.put(readBuffer);
+                    buffer.flip();
+                    readSize = buffer.limit();
+                    resultChannel.recycleBuffer(readBuffer);
+                }
+            }
+        }
+
+        return readSize;
+    }
+
+    private boolean nullExists(DatasetDirectoryRecord[] locations) {
+        if (locations == null) {
+            return true;
+        }
+        for (int i = 0; i < locations.length; i++) {
+            if (locations[i] == null) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private boolean isPartitionReadComplete(IDatasetInputChannelMonitor monitor) {
+        return (monitor.getNFramesAvailable() <= 0) && (monitor.eosReached());
+    }
+
+    private boolean isLastPartitionReadComplete() {
+        return ((lastReadPartition == knownRecords.length - 1) && isPartitionReadComplete(lastMonitor));
+    }
+
+    private SocketAddress getSocketAddress(DatasetDirectoryRecord addr) throws UnknownHostException {
+        NetworkAddress netAddr = addr.getNetworkAddress();
+        return new InetSocketAddress(InetAddress.getByAddress(netAddr.getIpAddress()), netAddr.getPort());
+    }
+
+    private IDatasetInputChannelMonitor getMonitor(int partition) throws HyracksException {
+        if (knownRecords == null || knownRecords[partition] == null) {
+            throw new HyracksException("Accessing monitors before the obtaining the corresponding addresses.");
+        }
+        if (monitors == null) {
+            monitors = new DatasetInputChannelMonitor[knownRecords.length];
+        }
+        if (monitors[partition] == null) {
+            monitors[partition] = new DatasetInputChannelMonitor();
+        }
+        return monitors[partition];
+    }
+
+    private class DatasetInputChannelMonitor implements IDatasetInputChannelMonitor {
+        private final AtomicInteger nAvailableFrames;
+
+        private final AtomicBoolean eos;
+
+        private final AtomicBoolean failed;
+
+        public DatasetInputChannelMonitor() {
+            nAvailableFrames = new AtomicInteger(0);
+            eos = new AtomicBoolean(false);
+            failed = new AtomicBoolean(false);
+        }
+
+        @Override
+        public synchronized void notifyFailure(IInputChannel channel) {
+            failed.set(true);
+            notifyAll();
+        }
+
+        @Override
+        public synchronized void notifyDataAvailability(IInputChannel channel, int nFrames) {
+            nAvailableFrames.addAndGet(nFrames);
+            notifyAll();
+        }
+
+        @Override
+        public synchronized void notifyEndOfStream(IInputChannel channel) {
+            eos.set(true);
+            notifyAll();
+        }
+
+        @Override
+        public synchronized boolean eosReached() {
+            return eos.get();
+        }
+
+        @Override
+        public synchronized boolean failed() {
+            return failed.get();
+        }
+
+        @Override
+        public synchronized int getNFramesAvailable() {
+            return nAvailableFrames.get();
+        }
+
+        @Override
+        public synchronized void notifyFrameRead() {
+            nAvailableFrames.decrementAndGet();
+        }
+
+    }
+}
diff --git a/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/net/ClientNetworkManager.java b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/net/ClientNetworkManager.java
new file mode 100644
index 0000000..7aef8b9
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/edu/uci/ics/hyracks/client/net/ClientNetworkManager.java
@@ -0,0 +1,56 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.client.net;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.net.SocketAddress;
+
+import edu.uci.ics.hyracks.comm.channels.IChannelConnectionFactory;
+import edu.uci.ics.hyracks.net.exceptions.NetException;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.MultiplexedConnection;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.MuxDemux;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.MuxDemuxPerformanceCounters;
+
+public class ClientNetworkManager implements IChannelConnectionFactory {
+    private static final int MAX_CONNECTION_ATTEMPTS = 5;
+
+    private final MuxDemux md;
+
+    public ClientNetworkManager(int nThreads) throws IOException {
+        /* This is a connect only socket and does not listen to any incoming connections, so pass null to
+         * localAddress and listener.
+         */
+        md = new MuxDemux(null, null, nThreads, MAX_CONNECTION_ATTEMPTS);
+    }
+
+    public void start() throws IOException {
+        md.start();
+    }
+
+    public void stop() {
+
+    }
+
+    public ChannelControlBlock connect(SocketAddress remoteAddress) throws InterruptedException, NetException {
+        MultiplexedConnection mConn = md.connect((InetSocketAddress) remoteAddress);
+        return mConn.openChannel();
+    }
+
+    public MuxDemuxPerformanceCounters getPerformanceCounters() {
+        return md.getPerformanceCounters();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-comm/pom.xml b/hyracks/hyracks-comm/pom.xml
new file mode 100644
index 0000000..2720f95
--- /dev/null
+++ b/hyracks/hyracks-comm/pom.xml
@@ -0,0 +1,36 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-comm</artifactId>
+  <name>hyracks-comm</name>
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+ <dependency>
+ 	<groupId>edu.uci.ics.hyracks</groupId>
+ 	<artifactId>hyracks-api</artifactId>
+ 	<version>0.2.4-SNAPSHOT</version>
+ </dependency>
+  <dependency>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks-net</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+ </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/DatasetNetworkInputChannel.java b/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/DatasetNetworkInputChannel.java
new file mode 100644
index 0000000..fac2949
--- /dev/null
+++ b/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/DatasetNetworkInputChannel.java
@@ -0,0 +1,145 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.comm.channels;
+
+import java.net.SocketAddress;
+import java.nio.ByteBuffer;
+import java.util.ArrayDeque;
+import java.util.Queue;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.channels.IInputChannel;
+import edu.uci.ics.hyracks.api.channels.IInputChannelMonitor;
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.net.buffers.IBufferAcceptor;
+import edu.uci.ics.hyracks.net.buffers.ICloseableBufferAcceptor;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+
+public class DatasetNetworkInputChannel implements IInputChannel {
+    private static final Logger LOGGER = Logger.getLogger(DatasetNetworkInputChannel.class.getName());
+
+    static final int INITIAL_MESSAGE_SIZE = 20;
+
+    private final IChannelConnectionFactory netManager;
+
+    private final SocketAddress remoteAddress;
+
+    private final JobId jobId;
+
+    private final int partition;
+
+    private final Queue<ByteBuffer> fullQueue;
+
+    private final int nBuffers;
+
+    private ChannelControlBlock ccb;
+
+    private IInputChannelMonitor monitor;
+
+    private Object attachment;
+
+    public DatasetNetworkInputChannel(IChannelConnectionFactory netManager, SocketAddress remoteAddress, JobId jobId,
+            int partition, int nBuffers) {
+        this.netManager = netManager;
+        this.remoteAddress = remoteAddress;
+        this.jobId = jobId;
+        this.partition = partition;
+        fullQueue = new ArrayDeque<ByteBuffer>(nBuffers);
+        this.nBuffers = nBuffers;
+    }
+
+    @Override
+    public void registerMonitor(IInputChannelMonitor monitor) {
+        this.monitor = monitor;
+    }
+
+    @Override
+    public void setAttachment(Object attachment) {
+        this.attachment = attachment;
+    }
+
+    @Override
+    public Object getAttachment() {
+        return attachment;
+    }
+
+    @Override
+    public synchronized ByteBuffer getNextBuffer() {
+        return fullQueue.poll();
+    }
+
+    @Override
+    public void recycleBuffer(ByteBuffer buffer) {
+        buffer.clear();
+        ccb.getReadInterface().getEmptyBufferAcceptor().accept(buffer);
+    }
+
+    @Override
+    public void open(IHyracksCommonContext ctx) throws HyracksDataException {
+        try {
+            ccb = netManager.connect(remoteAddress);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+        ccb.getReadInterface().setFullBufferAcceptor(new ReadFullBufferAcceptor());
+        ccb.getWriteInterface().setEmptyBufferAcceptor(new WriteEmptyBufferAcceptor());
+        for (int i = 0; i < nBuffers; ++i) {
+            ccb.getReadInterface().getEmptyBufferAcceptor().accept(ctx.allocateFrame());
+        }
+        ByteBuffer writeBuffer = ByteBuffer.allocate(INITIAL_MESSAGE_SIZE);
+        writeBuffer.putLong(jobId.getId());
+        writeBuffer.putInt(partition);
+        writeBuffer.flip();
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Sending partition request for JobId: " + jobId + " partition: " + partition + " on channel: "
+                    + ccb);
+        }
+        ccb.getWriteInterface().getFullBufferAcceptor().accept(writeBuffer);
+        ccb.getWriteInterface().getFullBufferAcceptor().close();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+
+    }
+
+    private class ReadFullBufferAcceptor implements ICloseableBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            fullQueue.add(buffer);
+            monitor.notifyDataAvailability(DatasetNetworkInputChannel.this, 1);
+        }
+
+        @Override
+        public void close() {
+            monitor.notifyEndOfStream(DatasetNetworkInputChannel.this);
+        }
+
+        @Override
+        public void error(int ecode) {
+            monitor.notifyFailure(DatasetNetworkInputChannel.this);
+        }
+    }
+
+    private class WriteEmptyBufferAcceptor implements IBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            // do nothing
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/IChannelConnectionFactory.java b/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/IChannelConnectionFactory.java
new file mode 100644
index 0000000..33179ba
--- /dev/null
+++ b/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/IChannelConnectionFactory.java
@@ -0,0 +1,24 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.comm.channels;
+
+import java.net.SocketAddress;
+
+import edu.uci.ics.hyracks.net.exceptions.NetException;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+
+public interface IChannelConnectionFactory {
+    public ChannelControlBlock connect(SocketAddress remoteAddress) throws InterruptedException, NetException;
+}
diff --git a/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/NetworkInputChannel.java b/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/NetworkInputChannel.java
new file mode 100644
index 0000000..aa37b16
--- /dev/null
+++ b/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/NetworkInputChannel.java
@@ -0,0 +1,143 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.comm.channels;
+
+import java.net.SocketAddress;
+import java.nio.ByteBuffer;
+import java.util.ArrayDeque;
+import java.util.Queue;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.channels.IInputChannel;
+import edu.uci.ics.hyracks.api.channels.IInputChannelMonitor;
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.partitions.PartitionId;
+import edu.uci.ics.hyracks.net.buffers.IBufferAcceptor;
+import edu.uci.ics.hyracks.net.buffers.ICloseableBufferAcceptor;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+
+public class NetworkInputChannel implements IInputChannel {
+    private static final Logger LOGGER = Logger.getLogger(NetworkInputChannel.class.getName());
+
+    static final int INITIAL_MESSAGE_SIZE = 20;
+
+    private final IChannelConnectionFactory netManager;
+
+    private final SocketAddress remoteAddress;
+
+    private final PartitionId partitionId;
+
+    private final Queue<ByteBuffer> fullQueue;
+
+    private final int nBuffers;
+
+    private ChannelControlBlock ccb;
+
+    private IInputChannelMonitor monitor;
+
+    private Object attachment;
+
+    public NetworkInputChannel(IChannelConnectionFactory netManager, SocketAddress remoteAddress,
+            PartitionId partitionId, int nBuffers) {
+        this.netManager = netManager;
+        this.remoteAddress = remoteAddress;
+        this.partitionId = partitionId;
+        fullQueue = new ArrayDeque<ByteBuffer>(nBuffers);
+        this.nBuffers = nBuffers;
+    }
+
+    @Override
+    public void registerMonitor(IInputChannelMonitor monitor) {
+        this.monitor = monitor;
+    }
+
+    @Override
+    public void setAttachment(Object attachment) {
+        this.attachment = attachment;
+    }
+
+    @Override
+    public Object getAttachment() {
+        return attachment;
+    }
+
+    @Override
+    public synchronized ByteBuffer getNextBuffer() {
+        return fullQueue.poll();
+    }
+
+    @Override
+    public void recycleBuffer(ByteBuffer buffer) {
+        buffer.clear();
+        ccb.getReadInterface().getEmptyBufferAcceptor().accept(buffer);
+    }
+
+    @Override
+    public void open(IHyracksCommonContext ctx) throws HyracksDataException {
+        try {
+            ccb = netManager.connect(remoteAddress);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+        ccb.getReadInterface().setFullBufferAcceptor(new ReadFullBufferAcceptor());
+        ccb.getWriteInterface().setEmptyBufferAcceptor(new WriteEmptyBufferAcceptor());
+        for (int i = 0; i < nBuffers; ++i) {
+            ccb.getReadInterface().getEmptyBufferAcceptor().accept(ctx.allocateFrame());
+        }
+        ByteBuffer writeBuffer = ByteBuffer.allocate(INITIAL_MESSAGE_SIZE);
+        writeBuffer.putLong(partitionId.getJobId().getId());
+        writeBuffer.putInt(partitionId.getConnectorDescriptorId().getId());
+        writeBuffer.putInt(partitionId.getSenderIndex());
+        writeBuffer.putInt(partitionId.getReceiverIndex());
+        writeBuffer.flip();
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Sending partition request: " + partitionId + " on channel: " + ccb);
+        }
+        ccb.getWriteInterface().getFullBufferAcceptor().accept(writeBuffer);
+        ccb.getWriteInterface().getFullBufferAcceptor().close();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+
+    }
+
+    private class ReadFullBufferAcceptor implements ICloseableBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            fullQueue.add(buffer);
+            monitor.notifyDataAvailability(NetworkInputChannel.this, 1);
+        }
+
+        @Override
+        public void close() {
+            monitor.notifyEndOfStream(NetworkInputChannel.this);
+        }
+
+        @Override
+        public void error(int ecode) {
+            monitor.notifyFailure(NetworkInputChannel.this);
+        }
+    }
+
+    private class WriteEmptyBufferAcceptor implements IBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            // do nothing
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/NetworkOutputChannel.java b/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/NetworkOutputChannel.java
new file mode 100644
index 0000000..812a2de
--- /dev/null
+++ b/hyracks/hyracks-comm/src/main/java/edu/uci/ics/hyracks/comm/channels/NetworkOutputChannel.java
@@ -0,0 +1,106 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.comm.channels;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayDeque;
+import java.util.Deque;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.net.buffers.IBufferAcceptor;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+
+public class NetworkOutputChannel implements IFrameWriter {
+    private final ChannelControlBlock ccb;
+
+    private final int nBuffers;
+
+    private final Deque<ByteBuffer> emptyStack;
+
+    private boolean aborted;
+
+    public NetworkOutputChannel(ChannelControlBlock ccb, int nBuffers) {
+        this.ccb = ccb;
+        this.nBuffers = nBuffers;
+        emptyStack = new ArrayDeque<ByteBuffer>(nBuffers);
+        ccb.getWriteInterface().setEmptyBufferAcceptor(new WriteEmptyBufferAcceptor());
+    }
+
+    public void setFrameSize(int frameSize) {
+        for (int i = 0; i < nBuffers; ++i) {
+            emptyStack.push(ByteBuffer.allocateDirect(frameSize));
+        }
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        ByteBuffer destBuffer = null;
+        synchronized (this) {
+            while (true) {
+                if (aborted) {
+                    throw new HyracksDataException("Connection has been aborted");
+                }
+                destBuffer = emptyStack.poll();
+                if (destBuffer != null) {
+                    break;
+                }
+                try {
+                    wait();
+                } catch (InterruptedException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        }
+        buffer.position(0);
+        buffer.limit(destBuffer.capacity());
+        destBuffer.clear();
+        destBuffer.put(buffer);
+        destBuffer.flip();
+        ccb.getWriteInterface().getFullBufferAcceptor().accept(destBuffer);
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        ccb.getWriteInterface().getFullBufferAcceptor().error(1);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        ccb.getWriteInterface().getFullBufferAcceptor().close();
+    }
+
+    public void abort() {
+        ccb.getWriteInterface().getFullBufferAcceptor().error(1);
+        synchronized (NetworkOutputChannel.this) {
+            aborted = true;
+            NetworkOutputChannel.this.notifyAll();
+        }
+    }
+
+    private class WriteEmptyBufferAcceptor implements IBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            synchronized (NetworkOutputChannel.this) {
+                emptyStack.push(buffer);
+                NetworkOutputChannel.this.notifyAll();
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/pom.xml b/hyracks/hyracks-control/hyracks-control-cc/pom.xml
index c7eedb3..1730595 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/pom.xml
+++ b/hyracks/hyracks-control/hyracks-control-cc/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-control</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -15,8 +15,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -25,7 +26,7 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-control-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/ClusterControllerService.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/ClusterControllerService.java
index 5a33891..506a870 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/ClusterControllerService.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/ClusterControllerService.java
@@ -18,7 +18,6 @@
 import java.io.FileReader;
 import java.net.InetSocketAddress;
 import java.util.HashMap;
-import java.util.Hashtable;
 import java.util.LinkedHashMap;
 import java.util.Map;
 import java.util.Set;
@@ -32,33 +31,41 @@
 
 import org.xml.sax.InputSource;
 
+import edu.uci.ics.hyracks.api.application.ICCApplicationEntryPoint;
 import edu.uci.ics.hyracks.api.client.ClusterControllerInfo;
 import edu.uci.ics.hyracks.api.client.HyracksClientInterfaceFunctions;
 import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
 import edu.uci.ics.hyracks.api.context.ICCContext;
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord;
+import edu.uci.ics.hyracks.api.dataset.DatasetJobRecord.Status;
+import edu.uci.ics.hyracks.api.dataset.IDatasetDirectoryService;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.job.JobStatus;
 import edu.uci.ics.hyracks.api.topology.ClusterTopology;
 import edu.uci.ics.hyracks.api.topology.TopologyDefinitionParser;
 import edu.uci.ics.hyracks.control.cc.application.CCApplicationContext;
+import edu.uci.ics.hyracks.control.cc.dataset.DatasetDirectoryService;
 import edu.uci.ics.hyracks.control.cc.job.JobRun;
 import edu.uci.ics.hyracks.control.cc.web.WebServer;
-import edu.uci.ics.hyracks.control.cc.work.ApplicationCreateWork;
-import edu.uci.ics.hyracks.control.cc.work.ApplicationDestroyWork;
 import edu.uci.ics.hyracks.control.cc.work.ApplicationMessageWork;
-import edu.uci.ics.hyracks.control.cc.work.ApplicationStartWork;
-import edu.uci.ics.hyracks.control.cc.work.ApplicationStateChangeWork;
+import edu.uci.ics.hyracks.control.cc.work.GetDatasetDirectoryServiceInfoWork;
 import edu.uci.ics.hyracks.control.cc.work.GetIpAddressNodeNameMapWork;
 import edu.uci.ics.hyracks.control.cc.work.GetJobStatusWork;
 import edu.uci.ics.hyracks.control.cc.work.GetNodeControllersInfoWork;
+import edu.uci.ics.hyracks.control.cc.work.GetResultPartitionLocationsWork;
+import edu.uci.ics.hyracks.control.cc.work.GetResultStatusWork;
 import edu.uci.ics.hyracks.control.cc.work.JobStartWork;
 import edu.uci.ics.hyracks.control.cc.work.JobletCleanupNotificationWork;
 import edu.uci.ics.hyracks.control.cc.work.NodeHeartbeatWork;
 import edu.uci.ics.hyracks.control.cc.work.RegisterNodeWork;
 import edu.uci.ics.hyracks.control.cc.work.RegisterPartitionAvailibilityWork;
 import edu.uci.ics.hyracks.control.cc.work.RegisterPartitionRequestWork;
+import edu.uci.ics.hyracks.control.cc.work.RegisterResultPartitionLocationWork;
 import edu.uci.ics.hyracks.control.cc.work.RemoveDeadNodesWork;
 import edu.uci.ics.hyracks.control.cc.work.ReportProfilesWork;
+import edu.uci.ics.hyracks.control.cc.work.ReportResultPartitionFailureWork;
+import edu.uci.ics.hyracks.control.cc.work.ReportResultPartitionWriteCompletionWork;
 import edu.uci.ics.hyracks.control.cc.work.TaskCompleteWork;
 import edu.uci.ics.hyracks.control.cc.work.TaskFailureWork;
 import edu.uci.ics.hyracks.control.cc.work.UnregisterNodeWork;
@@ -93,14 +100,14 @@
 
     private final Map<String, Set<String>> ipAddressNodeNameMap;
 
-    private final Map<String, CCApplicationContext> applications;
-
     private final ServerContext serverCtx;
 
     private final WebServer webServer;
 
     private ClusterControllerInfo info;
 
+    private CCApplicationContext appCtx;
+
     private final Map<JobId, JobRun> activeRunMap;
 
     private final Map<JobId, JobRun> runMapArchive;
@@ -115,6 +122,8 @@
 
     private final DeadNodeSweeper sweeper;
 
+    private final IDatasetDirectoryService datasetDirectoryService;
+
     private long jobCounter;
 
     public ClusterControllerService(final CCConfig ccConfig) throws Exception {
@@ -123,7 +132,6 @@
         jobLog = new LogFile(jobLogFolder);
         nodeRegistry = new LinkedHashMap<String, NodeControllerState>();
         ipAddressNodeNameMap = new HashMap<String, Set<String>>();
-        applications = new Hashtable<String, CCApplicationContext>();
         serverCtx = new ServerContext(ServerContext.ServerType.CLUSTER_CONTROLLER, new File(ccConfig.ccRoot));
         executor = Executors.newCachedThreadPool();
         IIPCI ccIPCI = new ClusterControllerIPCI();
@@ -162,6 +170,7 @@
             }
         };
         sweeper = new DeadNodeSweeper();
+        datasetDirectoryService = new DatasetDirectoryService(ccConfig.jobHistorySize);
         jobCounter = 0;
     }
 
@@ -190,9 +199,23 @@
                 webServer.getListeningPort());
         timer.schedule(sweeper, 0, ccConfig.heartbeatPeriod);
         jobLog.open();
+        startApplication();
         LOGGER.log(Level.INFO, "Started ClusterControllerService");
     }
 
+    private void startApplication() throws Exception {
+        appCtx = new CCApplicationContext(serverCtx, ccContext);
+        appCtx.addJobLifecycleListener(datasetDirectoryService);
+        String className = ccConfig.appCCMainClass;
+        if (className != null) {
+            Class<?> c = Class.forName(className);
+            ICCApplicationEntryPoint aep = (ICCApplicationEntryPoint) c.newInstance();
+            String[] args = ccConfig.appArgs == null ? null : ccConfig.appArgs.toArray(new String[ccConfig.appArgs
+                    .size()]);
+            aep.start(appCtx, args);
+        }
+    }
+
     @Override
     public void stop() throws Exception {
         LOGGER.log(Level.INFO, "Stopping ClusterControllerService");
@@ -212,10 +235,6 @@
         return ccContext;
     }
 
-    public Map<String, CCApplicationContext> getApplicationMap() {
-        return applications;
-    }
-
     public Map<JobId, JobRun> getActiveRunMap() {
         return activeRunMap;
     }
@@ -248,6 +267,10 @@
         return ccConfig;
     }
 
+    public CCApplicationContext getApplicationContext() {
+        return appCtx;
+    }
+
     private JobId createJobId() {
         return new JobId(jobCounter++);
     }
@@ -264,6 +287,10 @@
         return clusterIPC;
     }
 
+    public NetworkAddress getDatasetDirectoryServiceInfo() {
+        return new NetworkAddress(ccConfig.clientNetIpAddress.getBytes(), ccConfig.clientNetPort);
+    }
+
     private class DeadNodeSweeper extends TimerTask {
         @Override
         public void run() {
@@ -271,6 +298,10 @@
         }
     }
 
+    public IDatasetDirectoryService getDatasetDirectoryService() {
+        return datasetDirectoryService;
+    }
+
     private class HyracksClientInterfaceIPCI implements IIPCI {
         @Override
         public void deliverIncomingMessage(IIPCHandle handle, long mid, long rmid, Object payload, Exception exception) {
@@ -285,27 +316,6 @@
                     return;
                 }
 
-                case CREATE_APPLICATION: {
-                    HyracksClientInterfaceFunctions.CreateApplicationFunction caf = (HyracksClientInterfaceFunctions.CreateApplicationFunction) fn;
-                    workQueue.schedule(new ApplicationCreateWork(ClusterControllerService.this, caf.getAppName(),
-                            new IPCResponder<Object>(handle, mid)));
-                    return;
-                }
-
-                case START_APPLICATION: {
-                    HyracksClientInterfaceFunctions.StartApplicationFunction saf = (HyracksClientInterfaceFunctions.StartApplicationFunction) fn;
-                    workQueue.schedule(new ApplicationStartWork(ClusterControllerService.this, saf.getAppName(),
-                            new IPCResponder<Object>(handle, mid)));
-                    return;
-                }
-
-                case DESTROY_APPLICATION: {
-                    HyracksClientInterfaceFunctions.DestroyApplicationFunction daf = (HyracksClientInterfaceFunctions.DestroyApplicationFunction) fn;
-                    workQueue.schedule(new ApplicationDestroyWork(ClusterControllerService.this, daf.getAppName(),
-                            new IPCResponder<Object>(handle, mid)));
-                    return;
-                }
-
                 case GET_JOB_STATUS: {
                     HyracksClientInterfaceFunctions.GetJobStatusFunction gjsf = (HyracksClientInterfaceFunctions.GetJobStatusFunction) fn;
                     workQueue.schedule(new GetJobStatusWork(ClusterControllerService.this, gjsf.getJobId(),
@@ -316,8 +326,29 @@
                 case START_JOB: {
                     HyracksClientInterfaceFunctions.StartJobFunction sjf = (HyracksClientInterfaceFunctions.StartJobFunction) fn;
                     JobId jobId = createJobId();
-                    workQueue.schedule(new JobStartWork(ClusterControllerService.this, sjf.getAppName(), sjf
-                            .getACGGFBytes(), sjf.getJobFlags(), jobId, new IPCResponder<JobId>(handle, mid)));
+                    workQueue.schedule(new JobStartWork(ClusterControllerService.this, sjf.getACGGFBytes(), sjf
+                            .getJobFlags(), jobId, new IPCResponder<JobId>(handle, mid)));
+                    return;
+                }
+
+                case GET_DATASET_DIRECTORY_SERIVICE_INFO: {
+                    workQueue.schedule(new GetDatasetDirectoryServiceInfoWork(ClusterControllerService.this,
+                            new IPCResponder<NetworkAddress>(handle, mid)));
+                    return;
+                }
+
+                case GET_DATASET_RESULT_STATUS: {
+                    HyracksClientInterfaceFunctions.GetDatasetResultStatusFunction gdrlf = (HyracksClientInterfaceFunctions.GetDatasetResultStatusFunction) fn;
+                    workQueue.schedule(new GetResultStatusWork(ClusterControllerService.this, gdrlf.getJobId(), gdrlf
+                            .getResultSetId(), new IPCResponder<Status>(handle, mid)));
+                    return;
+                }
+
+                case GET_DATASET_RESULT_LOCATIONS: {
+                    HyracksClientInterfaceFunctions.GetDatasetResultLocationsFunction gdrlf = (HyracksClientInterfaceFunctions.GetDatasetResultLocationsFunction) fn;
+                    workQueue.schedule(new GetResultPartitionLocationsWork(ClusterControllerService.this, gdrlf
+                            .getJobId(), gdrlf.getResultSetId(), gdrlf.getKnownRecords(),
+                            new IPCResponder<DatasetDirectoryRecord[]>(handle, mid)));
                     return;
                 }
 
@@ -416,15 +447,32 @@
                     return;
                 }
 
-                case APPLICATION_STATE_CHANGE_RESPONSE: {
-                    CCNCFunctions.ApplicationStateChangeResponseFunction astrf = (CCNCFunctions.ApplicationStateChangeResponseFunction) fn;
-                    workQueue.schedule(new ApplicationStateChangeWork(ClusterControllerService.this, astrf));
+                case REGISTER_RESULT_PARTITION_LOCATION: {
+                    CCNCFunctions.RegisterResultPartitionLocationFunction rrplf = (CCNCFunctions.RegisterResultPartitionLocationFunction) fn;
+                    workQueue.schedule(new RegisterResultPartitionLocationWork(ClusterControllerService.this, rrplf
+                            .getJobId(), rrplf.getResultSetId(), rrplf.getOrderedResult(), rrplf.getPartition(), rrplf
+                            .getNPartitions(), rrplf.getNetworkAddress()));
                     return;
                 }
+
+                case REPORT_RESULT_PARTITION_WRITE_COMPLETION: {
+                    CCNCFunctions.ReportResultPartitionWriteCompletionFunction rrplf = (CCNCFunctions.ReportResultPartitionWriteCompletionFunction) fn;
+                    workQueue.schedule(new ReportResultPartitionWriteCompletionWork(ClusterControllerService.this,
+                            rrplf.getJobId(), rrplf.getResultSetId(), rrplf.getPartition()));
+                    return;
+                }
+
+                case REPORT_RESULT_PARTITION_FAILURE: {
+                    CCNCFunctions.ReportResultPartitionFailureFunction rrplf = (CCNCFunctions.ReportResultPartitionFailureFunction) fn;
+                    workQueue.schedule(new ReportResultPartitionFailureWork(ClusterControllerService.this, rrplf
+                            .getJobId(), rrplf.getResultSetId(), rrplf.getPartition()));
+                    return;
+                }
+
                 case SEND_APPLICATION_MESSAGE: {
                     CCNCFunctions.SendApplicationMessageFunction rsf = (CCNCFunctions.SendApplicationMessageFunction) fn;
                     workQueue.schedule(new ApplicationMessageWork(ClusterControllerService.this, rsf.getMessage(), rsf
-                            .getAppName(), rsf.getNodeId()));
+                            .getNodeId()));
                     return;
                 }
 
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/NodeControllerState.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/NodeControllerState.java
index c17acd0..c96a319 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/NodeControllerState.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/NodeControllerState.java
@@ -41,6 +41,8 @@
 
     private final NetworkAddress dataPort;
 
+    private final NetworkAddress datasetPort;
+
     private final Set<JobId> activeJobIds;
 
     private final String osName;
@@ -107,6 +109,14 @@
 
     private final long[] netSignalingBytesWritten;
 
+    private final long[] datasetNetPayloadBytesRead;
+
+    private final long[] datasetNetPayloadBytesWritten;
+
+    private final long[] datasetNetSignalingBytesRead;
+
+    private final long[] datasetNetSignalingBytesWritten;
+
     private final long[] ipcMessagesSent;
 
     private final long[] ipcMessageBytesSent;
@@ -123,6 +133,7 @@
         this.nodeController = nodeController;
         ncConfig = reg.getNCConfig();
         dataPort = reg.getDataPort();
+        datasetPort = reg.getDatasetPort();
         activeJobIds = new HashSet<JobId>();
 
         osName = reg.getOSName();
@@ -164,6 +175,10 @@
         netPayloadBytesWritten = new long[RRD_SIZE];
         netSignalingBytesRead = new long[RRD_SIZE];
         netSignalingBytesWritten = new long[RRD_SIZE];
+        datasetNetPayloadBytesRead = new long[RRD_SIZE];
+        datasetNetPayloadBytesWritten = new long[RRD_SIZE];
+        datasetNetSignalingBytesRead = new long[RRD_SIZE];
+        datasetNetSignalingBytesWritten = new long[RRD_SIZE];
         ipcMessagesSent = new long[RRD_SIZE];
         ipcMessageBytesSent = new long[RRD_SIZE];
         ipcMessagesReceived = new long[RRD_SIZE];
@@ -196,6 +211,10 @@
         netPayloadBytesWritten[rrdPtr] = hbData.netPayloadBytesWritten;
         netSignalingBytesRead[rrdPtr] = hbData.netSignalingBytesRead;
         netSignalingBytesWritten[rrdPtr] = hbData.netSignalingBytesWritten;
+        datasetNetPayloadBytesRead[rrdPtr] = hbData.datasetNetPayloadBytesRead;
+        datasetNetPayloadBytesWritten[rrdPtr] = hbData.datasetNetPayloadBytesWritten;
+        datasetNetSignalingBytesRead[rrdPtr] = hbData.datasetNetSignalingBytesRead;
+        datasetNetSignalingBytesWritten[rrdPtr] = hbData.datasetNetSignalingBytesWritten;
         ipcMessagesSent[rrdPtr] = hbData.ipcMessagesSent;
         ipcMessageBytesSent[rrdPtr] = hbData.ipcMessageBytesSent;
         ipcMessagesReceived[rrdPtr] = hbData.ipcMessagesReceived;
@@ -227,6 +246,10 @@
         return dataPort;
     }
 
+    public NetworkAddress getDatasetPort() {
+        return datasetPort;
+    }
+
     public JSONObject toSummaryJSON() throws JSONException {
         JSONObject o = new JSONObject();
         o.put("node-id", ncConfig.nodeId);
@@ -271,6 +294,10 @@
         o.put("net-payload-bytes-written", netPayloadBytesWritten);
         o.put("net-signaling-bytes-read", netSignalingBytesRead);
         o.put("net-signaling-bytes-written", netSignalingBytesWritten);
+        o.put("dataset-net-payload-bytes-read", datasetNetPayloadBytesRead);
+        o.put("dataset-net-payload-bytes-written", datasetNetPayloadBytesWritten);
+        o.put("dataset-net-signaling-bytes-read", datasetNetSignalingBytesRead);
+        o.put("dataset-net-signaling-bytes-written", datasetNetSignalingBytesWritten);
         o.put("ipc-messages-sent", ipcMessagesSent);
         o.put("ipc-message-bytes-sent", ipcMessageBytesSent);
         o.put("ipc-messages-received", ipcMessagesReceived);
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/application/CCApplicationContext.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/application/CCApplicationContext.java
index 24dfa7c..7e1581a 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/application/CCApplicationContext.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/application/CCApplicationContext.java
@@ -22,13 +22,11 @@
 import java.util.Set;
 
 import edu.uci.ics.hyracks.api.application.ICCApplicationContext;
-import edu.uci.ics.hyracks.api.application.ICCBootstrap;
 import edu.uci.ics.hyracks.api.context.ICCContext;
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
 import edu.uci.ics.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
 import edu.uci.ics.hyracks.api.job.IJobLifecycleListener;
 import edu.uci.ics.hyracks.api.job.JobId;
-import edu.uci.ics.hyracks.api.util.JavaSerializationUtils;
 import edu.uci.ics.hyracks.control.common.application.ApplicationContext;
 import edu.uci.ics.hyracks.control.common.context.ServerContext;
 import edu.uci.ics.hyracks.control.common.work.IResultCallback;
@@ -44,42 +42,18 @@
 
     private List<IJobLifecycleListener> jobLifecycleListeners;
 
-    public CCApplicationContext(ServerContext serverCtx, ICCContext ccContext, String appName) throws IOException {
-        super(serverCtx, appName);
+    public CCApplicationContext(ServerContext serverCtx, ICCContext ccContext) throws IOException {
+        super(serverCtx);
         this.ccContext = ccContext;
         initPendingNodeIds = new HashSet<String>();
         deinitPendingNodeIds = new HashSet<String>();
         jobLifecycleListeners = new ArrayList<IJobLifecycleListener>();
     }
 
-    @Override
-    protected void start() throws Exception {
-        ((ICCBootstrap) bootstrap).setApplicationContext(this);
-        bootstrap.start();
-    }
-
     public ICCContext getCCContext() {
         return ccContext;
     }
 
-    public IActivityClusterGraphGeneratorFactory createActivityClusterGraphGeneratorFactory(byte[] bytes)
-            throws HyracksException {
-        try {
-            return (IActivityClusterGraphGeneratorFactory) JavaSerializationUtils.deserialize(bytes, getClassLoader());
-        } catch (IOException e) {
-            throw new HyracksException(e);
-        } catch (ClassNotFoundException e) {
-            throw new HyracksException(e);
-        }
-    }
-
-    @Override
-    protected void stop() throws Exception {
-        if (bootstrap != null) {
-            bootstrap.stop();
-        }
-    }
-
     @Override
     public void setDistributedState(Serializable state) {
         this.distributedState = state;
@@ -108,28 +82,4 @@
             l.notifyJobCreation(jobId, acggf);
         }
     }
-
-    public Set<String> getInitializationPendingNodeIds() {
-        return initPendingNodeIds;
-    }
-
-    public Set<String> getDeinitializationPendingNodeIds() {
-        return deinitPendingNodeIds;
-    }
-
-    public IResultCallback<Object> getInitializationCallback() {
-        return initializationCallback;
-    }
-
-    public void setInitializationCallback(IResultCallback<Object> initializationCallback) {
-        this.initializationCallback = initializationCallback;
-    }
-
-    public IResultCallback<Object> getDeinitializationCallback() {
-        return deinitializationCallback;
-    }
-
-    public void setDeinitializationCallback(IResultCallback<Object> deinitializationCallback) {
-        this.deinitializationCallback = deinitializationCallback;
-    }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/dataset/DatasetDirectoryService.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/dataset/DatasetDirectoryService.java
new file mode 100644
index 0000000..e648733
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/dataset/DatasetDirectoryService.java
@@ -0,0 +1,235 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.cc.dataset;
+
+import java.util.Arrays;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord;
+import edu.uci.ics.hyracks.api.dataset.DatasetJobRecord;
+import edu.uci.ics.hyracks.api.dataset.DatasetJobRecord.Status;
+import edu.uci.ics.hyracks.api.dataset.IDatasetDirectoryService;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.dataset.ResultSetMetaData;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
+import edu.uci.ics.hyracks.api.job.JobId;
+
+/**
+ * TODO(madhusudancs): The potential perils of this global dataset directory service implementation is that, the jobs
+ * location information is never evicted from the memory and the memory usage grows as the number of jobs in the system
+ * grows. What we should possibly do is, add an API call for the client to say that it received everything it has to for
+ * the job (after it receives all the results) completely. Then we can just get rid of the location information for that
+ * job.
+ */
+public class DatasetDirectoryService implements IDatasetDirectoryService {
+    private final Map<JobId, DatasetJobRecord> jobResultLocations;
+
+    public DatasetDirectoryService(final int jobHistorySize) {
+        jobResultLocations = new LinkedHashMap<JobId, DatasetJobRecord>() {
+            private static final long serialVersionUID = 1L;
+
+            protected boolean removeEldestEntry(Map.Entry<JobId, DatasetJobRecord> eldest) {
+                return size() > jobHistorySize;
+            }
+        };
+    }
+
+    @Override
+    public synchronized void notifyJobCreation(JobId jobId, IActivityClusterGraphGeneratorFactory acggf) throws HyracksException {
+        DatasetJobRecord djr = jobResultLocations.get(jobId);
+        if (djr == null) {
+            djr = new DatasetJobRecord();
+            jobResultLocations.put(jobId, djr);
+        }
+    }
+
+    @Override
+    public void notifyJobStart(JobId jobId) throws HyracksException {
+        // Auto-generated method stub
+    }
+
+    @Override
+    public void notifyJobFinish(JobId jobId) throws HyracksException {
+        // Auto-generated method stub
+    }
+
+    @Override
+    public synchronized void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, boolean orderedResult,
+            int partition, int nPartitions, NetworkAddress networkAddress) {
+        DatasetJobRecord djr = jobResultLocations.get(jobId);
+
+        ResultSetMetaData resultSetMetaData = djr.get(rsId);
+        if (resultSetMetaData == null) {
+            resultSetMetaData = new ResultSetMetaData(orderedResult, new DatasetDirectoryRecord[nPartitions]);
+            djr.put(rsId, resultSetMetaData);
+        }
+
+        DatasetDirectoryRecord[] records = resultSetMetaData.getRecords();
+        if (records[partition] == null) {
+            records[partition] = new DatasetDirectoryRecord();
+        }
+        records[partition].setNetworkAddress(networkAddress);
+        records[partition].start();
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void reportResultPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition) {
+        int successCount = 0;
+
+        DatasetJobRecord djr = jobResultLocations.get(jobId);
+        ResultSetMetaData resultSetMetaData = djr.get(rsId);
+        DatasetDirectoryRecord[] records = resultSetMetaData.getRecords();
+        records[partition].writeEOS();
+
+        for (DatasetDirectoryRecord record : records) {
+            if (record.getStatus() == DatasetDirectoryRecord.Status.SUCCESS) {
+                successCount++;
+            }
+        }
+        if (successCount == records.length) {
+            djr.success();
+        }
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void reportResultPartitionFailure(JobId jobId, ResultSetId rsId, int partition) {
+        DatasetJobRecord djr = jobResultLocations.get(jobId);
+        djr.fail();
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void reportJobFailure(JobId jobId) {
+        DatasetJobRecord djr = jobResultLocations.get(jobId);
+        djr.fail();
+        notifyAll();
+    }
+
+    @Override
+    public synchronized Status getResultStatus(JobId jobId, ResultSetId rsId) throws HyracksDataException {
+        DatasetJobRecord djr;
+        while ((djr = jobResultLocations.get(jobId)) == null) {
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        return djr.getStatus();
+    }
+
+    @Override
+    public synchronized DatasetDirectoryRecord[] getResultPartitionLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords) throws HyracksDataException {
+        DatasetDirectoryRecord[] newRecords;
+        while ((newRecords = updatedRecords(jobId, rsId, knownRecords)) == null) {
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        return newRecords;
+    }
+
+    /**
+     * Compares the records already known by the client for the given job's result set id with the records that the
+     * dataset directory service knows and if there are any newly discovered records returns a whole array with the
+     * new records filled in.
+     * This method has a very convoluted logic. Here is the explanation of how it works.
+     * If the ordering constraint has to be enforced, the method obtains the first null record in the known records in
+     * the order of the partitions. It always traverses the array in the first to last order!
+     * If known records array or the first element in that array is null in the but the record for that partition now
+     * known to the directory service, the method fills in that record in the array and returns the array back.
+     * However, if the first known null record is not a first element in the array, by induction, all the previous
+     * known records should be known already be known to client and none of the records for the partitions ahead is
+     * known by the client yet. So, we check if the client has reached the end of stream for the partition corresponding
+     * to the record before the first known null record, i.e. the last known non-null record. If not, we just return
+     * null because we cannot expose any new locations until the client reaches end of stream for the last known record.
+     * If the client has reached the end of stream record for the last known non-null record, we check if the next record
+     * is discovered by the dataset directory service and if so, we fill it in the records array and return it back or
+     * send null otherwise.
+     * If the ordering is not required, we are free to return any newly discovered records back, so we just check if
+     * arrays are equal and if they are not we send the entire new updated array.
+     * 
+     * @param jobId
+     *            - Id of the job for which the directory records should be retrieved.
+     * @param rsId
+     *            - Id of the result set for which the directory records should be retrieved.
+     * @param knownRecords
+     *            - An array of directory records that the client is already aware of.
+     * @return
+     *         - Returns null if there aren't any newly discovered partitions enforcing the ordering constraint
+     * @throws HyracksDataException
+     *             TODO(madhusudancs): Think about caching (and still be stateless) instead of this ugly O(n) iterations for
+     *             every check. This already looks very expensive.
+     */
+    private DatasetDirectoryRecord[] updatedRecords(JobId jobId, ResultSetId rsId, DatasetDirectoryRecord[] knownRecords)
+            throws HyracksDataException {
+        DatasetJobRecord djr = jobResultLocations.get(jobId);
+
+        if (djr == null) {
+            throw new HyracksDataException("Requested JobId " + jobId + " doesn't exist");
+        }
+
+        if (djr.getStatus() == Status.FAILED) {
+            throw new HyracksDataException("Job failed.");
+        }
+
+        ResultSetMetaData resultSetMetaData = djr.get(rsId);
+        if (resultSetMetaData == null || resultSetMetaData.getRecords() == null) {
+            return null;
+        }
+
+        boolean ordered = resultSetMetaData.getOrderedResult();
+        DatasetDirectoryRecord[] records = resultSetMetaData.getRecords();
+        /* If ordering is required, we should expose the dataset directory records only in the order, otherwise
+         * we can simply check if there are any newly discovered records and send the whole array back if there are.
+         */
+        if (ordered) {
+            // Iterate over the known records and find the last record which is not null.
+            int i = 0;
+            for (i = 0; i < records.length; i++) {
+                if (knownRecords == null) {
+                    if (records[0] != null) {
+                        knownRecords = new DatasetDirectoryRecord[records.length];
+                        knownRecords[0] = records[0];
+                        return knownRecords;
+                    }
+                    return null;
+                }
+                if (knownRecords[i] == null) {
+                    if ((i == 0 || knownRecords[i - 1].hasReachedReadEOS()) && records[i] != null) {
+                        knownRecords[i] = records[i];
+                        return knownRecords;
+                    }
+                    return null;
+                }
+            }
+        } else {
+            if (!Arrays.equals(records, knownRecords)) {
+                return records;
+            }
+        }
+        return null;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/job/JobRun.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/job/JobRun.java
index 6f26de2..33e1ff6 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/job/JobRun.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/job/JobRun.java
@@ -47,8 +47,6 @@
 public class JobRun implements IJobStatusConditionVariable {
     private final JobId jobId;
 
-    private final String applicationName;
-
     private final IActivityClusterGraphGenerator acgg;
 
     private final ActivityClusterGraph acg;
@@ -83,10 +81,9 @@
 
     private Exception pendingException;
 
-    public JobRun(ClusterControllerService ccs, JobId jobId, String applicationName,
-            IActivityClusterGraphGenerator acgg, EnumSet<JobFlag> jobFlags) {
+    public JobRun(ClusterControllerService ccs, JobId jobId, IActivityClusterGraphGenerator acgg,
+            EnumSet<JobFlag> jobFlags) {
         this.jobId = jobId;
-        this.applicationName = applicationName;
         this.acgg = acgg;
         this.acg = acgg.initialize();
         this.scheduler = new JobScheduler(ccs, this, acgg.getConstraints());
@@ -103,10 +100,6 @@
         return jobId;
     }
 
-    public String getApplicationName() {
-        return applicationName;
-    }
-
     public ActivityClusterGraph getActivityClusterGraph() {
         return acg;
     }
@@ -208,7 +201,6 @@
         JSONObject result = new JSONObject();
 
         result.put("job-id", jobId.toString());
-        result.put("application-name", applicationName);
         result.put("status", getStatus());
         result.put("create-time", getCreateTime());
         result.put("start-time", getCreateTime());
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/scheduler/JobScheduler.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/scheduler/JobScheduler.java
index b163db5..34b7dc7 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/scheduler/JobScheduler.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/scheduler/JobScheduler.java
@@ -429,7 +429,6 @@
     private void startTasks(Map<String, List<TaskAttemptDescriptor>> taskAttemptMap) throws HyracksException {
         final JobId jobId = jobRun.getJobId();
         final ActivityClusterGraph acg = jobRun.getActivityClusterGraph();
-        final String appName = jobRun.getApplicationName();
         final Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies = new HashMap<ConnectorDescriptorId, IConnectorPolicy>(
                 jobRun.getConnectorPolicyMap());
         for (Map.Entry<String, List<TaskAttemptDescriptor>> entry : taskAttemptMap.entrySet()) {
@@ -444,7 +443,7 @@
                 }
                 try {
                     byte[] jagBytes = changed ? JavaSerializationUtils.serialize(acg) : null;
-                    node.getNodeController().startTasks(appName, jobId, jagBytes, taskDescriptors, connectorPolicies,
+                    node.getNodeController().startTasks(jobId, jagBytes, taskDescriptors, connectorPolicies,
                             jobRun.getFlags());
                 } catch (Exception e) {
                     e.printStackTrace();
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/web/ApplicationInstallationHandler.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/web/ApplicationInstallationHandler.java
deleted file mode 100644
index 73f3a1a0..0000000
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/web/ApplicationInstallationHandler.java
+++ /dev/null
@@ -1,117 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.control.cc.web;
-
-import java.io.IOException;
-import java.io.InputStream;
-import java.io.OutputStream;
-
-import javax.servlet.ServletException;
-import javax.servlet.http.HttpServletRequest;
-import javax.servlet.http.HttpServletResponse;
-
-import org.apache.commons.io.IOUtils;
-import org.eclipse.jetty.http.HttpMethods;
-import org.eclipse.jetty.server.Request;
-import org.eclipse.jetty.server.handler.AbstractHandler;
-
-import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
-import edu.uci.ics.hyracks.control.common.application.ApplicationContext;
-import edu.uci.ics.hyracks.control.common.work.SynchronizableWork;
-
-public class ApplicationInstallationHandler extends AbstractHandler {
-    private ClusterControllerService ccs;
-
-    public ApplicationInstallationHandler(ClusterControllerService ccs) {
-        this.ccs = ccs;
-    }
-
-    @Override
-    public void handle(String target, Request baseRequest, HttpServletRequest request, HttpServletResponse response)
-            throws IOException, ServletException {
-        try {
-            while (target.startsWith("/")) {
-                target = target.substring(1);
-            }
-            while (target.endsWith("/")) {
-                target = target.substring(0, target.length() - 1);
-            }
-            String[] parts = target.split("/");
-            if (parts.length != 1) {
-                return;
-            }
-            final String appName = parts[0];
-            if (HttpMethods.PUT.equals(request.getMethod())) {
-                class OutputStreamGetter extends SynchronizableWork {
-                    private OutputStream os;
-
-                    @Override
-                    protected void doRun() throws Exception {
-                        ApplicationContext appCtx;
-                        appCtx = ccs.getApplicationMap().get(appName);
-                        if (appCtx != null) {
-                            os = appCtx.getHarOutputStream();
-                        }
-                    }
-                }
-                OutputStreamGetter r = new OutputStreamGetter();
-                try {
-                    ccs.getWorkQueue().scheduleAndSync(r);
-                } catch (Exception e) {
-                    throw new IOException(e);
-                }
-                try {
-                    IOUtils.copyLarge(request.getInputStream(), r.os);
-                } finally {
-                    r.os.close();
-                }
-            } else if (HttpMethods.GET.equals(request.getMethod())) {
-                class InputStreamGetter extends SynchronizableWork {
-                    private InputStream is;
-
-                    @Override
-                    protected void doRun() throws Exception {
-                        ApplicationContext appCtx;
-                        appCtx = ccs.getApplicationMap().get(appName);
-                        if (appCtx != null && appCtx.containsHar()) {
-                            is = appCtx.getHarInputStream();
-                        }
-                    }
-                }
-                InputStreamGetter r = new InputStreamGetter();
-                try {
-                    ccs.getWorkQueue().scheduleAndSync(r);
-                } catch (Exception e) {
-                    throw new IOException(e);
-                }
-                if (r.is == null) {
-                    response.setStatus(HttpServletResponse.SC_NOT_FOUND);
-                } else {
-                    response.setContentType("application/octet-stream");
-                    response.setStatus(HttpServletResponse.SC_OK);
-                    try {
-                        IOUtils.copyLarge(r.is, response.getOutputStream());
-                    } finally {
-                        r.is.close();
-                    }
-                }
-            }
-            baseRequest.setHandled(true);
-        } catch (IOException e) {
-            e.printStackTrace();
-            throw e;
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/web/WebServer.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/web/WebServer.java
index c32cb97..e39e766 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/web/WebServer.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/web/WebServer.java
@@ -70,10 +70,6 @@
 
         addHandler(createAdminConsoleHandler());
         addHandler(createStaticResourcesHandler());
-
-        handler = new ContextHandler("/applications");
-        handler.setHandler(new ApplicationInstallationHandler(ccs));
-        addHandler(handler);
     }
 
     private Handler createAdminConsoleHandler() {
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationCreateWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationCreateWork.java
deleted file mode 100644
index 15d6d1f..0000000
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationCreateWork.java
+++ /dev/null
@@ -1,61 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.control.cc.work;
-
-import java.io.IOException;
-import java.util.Map;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
-import edu.uci.ics.hyracks.control.cc.application.CCApplicationContext;
-import edu.uci.ics.hyracks.control.common.application.ApplicationStatus;
-import edu.uci.ics.hyracks.control.common.work.AbstractWork;
-import edu.uci.ics.hyracks.control.common.work.IResultCallback;
-
-public class ApplicationCreateWork extends AbstractWork {
-    private final ClusterControllerService ccs;
-    private final String appName;
-    private IResultCallback<Object> callback;
-
-    public ApplicationCreateWork(ClusterControllerService ccs, String appName, IResultCallback<Object> callback) {
-        this.ccs = ccs;
-        this.appName = appName;
-        this.callback = callback;
-    }
-
-    @Override
-    public void run() {
-        try {
-            Map<String, CCApplicationContext> applications = ccs.getApplicationMap();
-            if (applications.containsKey(appName)) {
-                callback.setException(new HyracksException("Duplicate application with name: " + appName
-                        + " being created."));
-                return;
-            }
-            CCApplicationContext appCtx;
-            try {
-                appCtx = new CCApplicationContext(ccs.getServerContext(), ccs.getCCContext(), appName);
-            } catch (IOException e) {
-                callback.setException(e);
-                return;
-            }
-            appCtx.setStatus(ApplicationStatus.CREATED);
-            applications.put(appName, appCtx);
-            callback.setValue(null);
-        } catch (Exception e) {
-            callback.setException(e);
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationDestroyWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationDestroyWork.java
deleted file mode 100644
index fc86c4c..0000000
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationDestroyWork.java
+++ /dev/null
@@ -1,64 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.control.cc.work;
-
-import java.util.Map;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
-import edu.uci.ics.hyracks.control.cc.NodeControllerState;
-import edu.uci.ics.hyracks.control.cc.application.CCApplicationContext;
-import edu.uci.ics.hyracks.control.common.application.ApplicationStatus;
-import edu.uci.ics.hyracks.control.common.base.INodeController;
-import edu.uci.ics.hyracks.control.common.work.AbstractWork;
-import edu.uci.ics.hyracks.control.common.work.IResultCallback;
-
-public class ApplicationDestroyWork extends AbstractWork {
-    private final ClusterControllerService ccs;
-    private final String appName;
-    private IResultCallback<Object> callback;
-
-    public ApplicationDestroyWork(ClusterControllerService ccs, String appName, IResultCallback<Object> callback) {
-        this.ccs = ccs;
-        this.appName = appName;
-        this.callback = callback;
-    }
-
-    @Override
-    public void run() {
-        try {
-            final CCApplicationContext appCtx = ccs.getApplicationMap().get(appName);
-            if (appCtx == null) {
-                callback.setException(new HyracksException("No application with name: " + appName));
-                return;
-            }
-            if (appCtx.getStatus() == ApplicationStatus.IN_DEINITIALIZATION
-                    || appCtx.getStatus() == ApplicationStatus.DEINITIALIZED) {
-                return;
-            }
-            Map<String, NodeControllerState> nodeMap = ccs.getNodeMap();
-            appCtx.getDeinitializationPendingNodeIds().addAll(nodeMap.keySet());
-            appCtx.setStatus(ApplicationStatus.IN_DEINITIALIZATION);
-            appCtx.setDeinitializationCallback(callback);
-            for (String nodeId : ccs.getNodeMap().keySet()) {
-                NodeControllerState nodeState = nodeMap.get(nodeId);
-                final INodeController node = nodeState.getNodeController();
-                node.destroyApplication(appName);
-            }
-        } catch (Exception e) {
-            callback.setException(e);
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationMessageWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationMessageWork.java
index 22ff84d..b880c8a 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationMessageWork.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationMessageWork.java
@@ -18,14 +18,14 @@
 import java.util.logging.Level;
 import java.util.logging.Logger;
 
+import edu.uci.ics.hyracks.api.application.ICCApplicationContext;
 import edu.uci.ics.hyracks.api.messages.IMessage;
+import edu.uci.ics.hyracks.api.util.JavaSerializationUtils;
 import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
-import edu.uci.ics.hyracks.control.common.application.ApplicationContext;
 import edu.uci.ics.hyracks.control.common.work.AbstractWork;
 
 /**
  * @author rico
- * 
  */
 public class ApplicationMessageWork extends AbstractWork {
 
@@ -33,26 +33,24 @@
     private byte[] message;
     private String nodeId;
     private ClusterControllerService ccs;
-    private String appName;
 
-    public ApplicationMessageWork(ClusterControllerService ccs, byte[] message, String appName, String nodeId) {
+    public ApplicationMessageWork(ClusterControllerService ccs, byte[] message, String nodeId) {
         this.ccs = ccs;
         this.nodeId = nodeId;
         this.message = message;
-        this.appName = appName;
     }
 
     @Override
     public void run() {
-
-        final ApplicationContext ctx = ccs.getApplicationMap().get(appName);
+        final ICCApplicationContext ctx = ccs.getApplicationContext();
         try {
-            final IMessage data = (IMessage) ctx.deserialize(message);
-            (new Thread() {
+            final IMessage data = (IMessage) JavaSerializationUtils.deserialize(message);
+            ccs.getExecutor().execute(new Runnable() {
+                @Override
                 public void run() {
                     ctx.getMessageBroker().receivedMessage(data, nodeId);
                 }
-            }).start();
+            });
         } catch (IOException e) {
             LOGGER.log(Level.WARNING, "Error in stats reporting", e);
         } catch (ClassNotFoundException e) {
@@ -64,5 +62,4 @@
     public String toString() {
         return "nodeID: " + nodeId;
     }
-
-}
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationStartWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationStartWork.java
deleted file mode 100644
index e4ad56c..0000000
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationStartWork.java
+++ /dev/null
@@ -1,80 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.control.cc.work;
-
-import java.util.HashMap;
-import java.util.Map;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.api.util.JavaSerializationUtils;
-import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
-import edu.uci.ics.hyracks.control.cc.NodeControllerState;
-import edu.uci.ics.hyracks.control.cc.application.CCApplicationContext;
-import edu.uci.ics.hyracks.control.common.application.ApplicationStatus;
-import edu.uci.ics.hyracks.control.common.base.INodeController;
-import edu.uci.ics.hyracks.control.common.work.AbstractWork;
-import edu.uci.ics.hyracks.control.common.work.IResultCallback;
-
-public class ApplicationStartWork extends AbstractWork {
-    private final ClusterControllerService ccs;
-    private final String appName;
-    private final IResultCallback<Object> callback;
-
-    public ApplicationStartWork(ClusterControllerService ccs, String appName, IResultCallback<Object> callback) {
-        this.ccs = ccs;
-        this.appName = appName;
-        this.callback = callback;
-    }
-
-    @Override
-    public void run() {
-        try {
-            final CCApplicationContext appCtx = ccs.getApplicationMap().get(appName);
-            if (appCtx == null) {
-                callback.setException(new HyracksException("No application with name: " + appName));
-                return;
-            }
-            if (appCtx.getStatus() != ApplicationStatus.CREATED) {
-                callback.setException(new HyracksException("Application in incorrect state for starting: "
-                        + appCtx.getStatus()));
-            }
-            final Map<String, NodeControllerState> nodeMapCopy = new HashMap<String, NodeControllerState>(
-                    ccs.getNodeMap());
-            appCtx.getInitializationPendingNodeIds().addAll(nodeMapCopy.keySet());
-            appCtx.setStatus(ApplicationStatus.IN_INITIALIZATION);
-            appCtx.setInitializationCallback(callback);
-            ccs.getExecutor().execute(new Runnable() {
-                @Override
-                public void run() {
-                    try {
-                        appCtx.initializeClassPath();
-                        appCtx.initialize();
-                        final byte[] distributedState = JavaSerializationUtils.serialize(appCtx.getDistributedState());
-                        final boolean deployHar = appCtx.containsHar();
-                        for (final String nodeId : nodeMapCopy.keySet()) {
-                            NodeControllerState nodeState = nodeMapCopy.get(nodeId);
-                            final INodeController node = nodeState.getNodeController();
-                            node.createApplication(appName, deployHar, distributedState);
-                        }
-                    } catch (Exception e) {
-                        callback.setException(e);
-                    }
-                }
-            });
-        } catch (Exception e) {
-            callback.setException(e);
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationStateChangeWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationStateChangeWork.java
deleted file mode 100644
index f6271fe..0000000
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ApplicationStateChangeWork.java
+++ /dev/null
@@ -1,85 +0,0 @@
-package edu.uci.ics.hyracks.control.cc.work;
-
-import java.util.Set;
-import java.util.logging.Logger;
-
-import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
-import edu.uci.ics.hyracks.control.cc.application.CCApplicationContext;
-import edu.uci.ics.hyracks.control.common.application.ApplicationStatus;
-import edu.uci.ics.hyracks.control.common.ipc.CCNCFunctions;
-import edu.uci.ics.hyracks.control.common.work.AbstractWork;
-import edu.uci.ics.hyracks.control.common.work.IResultCallback;
-
-public class ApplicationStateChangeWork extends AbstractWork {
-    private static final Logger LOGGER = Logger.getLogger(ApplicationStateChangeWork.class.getName());
-
-    private final ClusterControllerService ccs;
-    private final CCNCFunctions.ApplicationStateChangeResponseFunction ascrf;
-
-    public ApplicationStateChangeWork(ClusterControllerService ccs,
-            CCNCFunctions.ApplicationStateChangeResponseFunction ascrf) {
-        this.ccs = ccs;
-        this.ascrf = ascrf;
-    }
-
-    @Override
-    public void run() {
-        final CCApplicationContext appCtx = ccs.getApplicationMap().get(ascrf.getApplicationName());
-        if (appCtx == null) {
-            LOGGER.warning("Got ApplicationStateChangeResponse for application " + ascrf.getApplicationName()
-                    + " that does not exist");
-            return;
-        }
-        switch (ascrf.getStatus()) {
-            case INITIALIZED: {
-                Set<String> pendingNodeIds = appCtx.getInitializationPendingNodeIds();
-                boolean changed = pendingNodeIds.remove(ascrf.getNodeId());
-                if (!changed) {
-                    LOGGER.warning("Got ApplicationStateChangeResponse for application " + ascrf.getApplicationName()
-                            + " from unexpected node " + ascrf.getNodeId() + " to state " + ascrf.getStatus());
-                    return;
-                }
-                if (pendingNodeIds.isEmpty()) {
-                    appCtx.setStatus(ApplicationStatus.INITIALIZED);
-                    IResultCallback<Object> callback = appCtx.getInitializationCallback();
-                    appCtx.setInitializationCallback(null);
-                    callback.setValue(null);
-                }
-                return;
-            }
-
-            case DEINITIALIZED: {
-                Set<String> pendingNodeIds = appCtx.getDeinitializationPendingNodeIds();
-                boolean changed = pendingNodeIds.remove(ascrf.getNodeId());
-                if (!changed) {
-                    LOGGER.warning("Got ApplicationStateChangeResponse for application " + ascrf.getApplicationName()
-                            + " from unexpected node " + ascrf.getNodeId() + " to state " + ascrf.getStatus());
-                    return;
-                }
-                if (pendingNodeIds.isEmpty()) {
-                    appCtx.setStatus(ApplicationStatus.DEINITIALIZED);
-                    ccs.getExecutor().execute(new Runnable() {
-                        @Override
-                        public void run() {
-                            try {
-                                appCtx.deinitialize();
-                            } catch (Exception e) {
-                                e.printStackTrace();
-                            }
-                            ccs.getWorkQueue().schedule(new AbstractWork() {
-                                @Override
-                                public void run() {
-                                    ccs.getApplicationMap().remove(ascrf.getApplicationName());
-                                    IResultCallback<Object> callback = appCtx.getDeinitializationCallback();
-                                    appCtx.setDeinitializationCallback(null);
-                                    callback.setValue(null);
-                                }
-                            });
-                        }
-                    });
-                }
-                return;
-            }
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetDatasetDirectoryServiceInfoWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetDatasetDirectoryServiceInfoWork.java
new file mode 100644
index 0000000..3ac6acc
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetDatasetDirectoryServiceInfoWork.java
@@ -0,0 +1,41 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.cc.work;
+
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
+import edu.uci.ics.hyracks.control.common.work.IResultCallback;
+import edu.uci.ics.hyracks.control.common.work.SynchronizableWork;
+
+public class GetDatasetDirectoryServiceInfoWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+
+    private final IResultCallback<NetworkAddress> callback;
+
+    public GetDatasetDirectoryServiceInfoWork(ClusterControllerService ccs, IResultCallback<NetworkAddress> callback) {
+        this.ccs = ccs;
+        this.callback = callback;
+    }
+
+    @Override
+    public void doRun() {
+        try {
+            NetworkAddress addr = ccs.getDatasetDirectoryServiceInfo();
+            callback.setValue(addr);
+        } catch (Exception e) {
+            callback.setException(e);
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetJobSummariesJSONWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetJobSummariesJSONWork.java
index a0afd61..20035a4 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetJobSummariesJSONWork.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetJobSummariesJSONWork.java
@@ -44,7 +44,6 @@
             JSONObject jo = new JSONObject();
             jo.put("type", "job-summary");
             jo.put("job-id", run.getJobId().toString());
-            jo.put("application-name", run.getApplicationName());
             jo.put("create-time", run.getCreateTime());
             jo.put("start-time", run.getCreateTime());
             jo.put("end-time", run.getCreateTime());
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetNodeControllersInfoWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetNodeControllersInfoWork.java
index 2f23a2c..a787b9f 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetNodeControllersInfoWork.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetNodeControllersInfoWork.java
@@ -39,7 +39,8 @@
         Map<String, NodeControllerInfo> result = new LinkedHashMap<String, NodeControllerInfo>();
         Map<String, NodeControllerState> nodeMap = ccs.getNodeMap();
         for (Map.Entry<String, NodeControllerState> e : nodeMap.entrySet()) {
-            result.put(e.getKey(), new NodeControllerInfo(e.getKey(), NodeStatus.ALIVE, e.getValue().getDataPort()));
+            result.put(e.getKey(), new NodeControllerInfo(e.getKey(), NodeStatus.ALIVE, e.getValue().getDataPort(), e
+                    .getValue().getDatasetPort()));
         }
         callback.setValue(result);
     }
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetResultPartitionLocationsWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetResultPartitionLocationsWork.java
new file mode 100644
index 0000000..fd1d418
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetResultPartitionLocationsWork.java
@@ -0,0 +1,62 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.cc.work;
+
+import edu.uci.ics.hyracks.api.dataset.DatasetDirectoryRecord;
+import edu.uci.ics.hyracks.api.dataset.IDatasetDirectoryService;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
+import edu.uci.ics.hyracks.control.common.work.IResultCallback;
+import edu.uci.ics.hyracks.control.common.work.SynchronizableWork;
+
+public class GetResultPartitionLocationsWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final DatasetDirectoryRecord[] knownRecords;
+
+    private final IResultCallback<DatasetDirectoryRecord[]> callback;
+
+    public GetResultPartitionLocationsWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords, IResultCallback<DatasetDirectoryRecord[]> callback) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.knownRecords = knownRecords;
+        this.callback = callback;
+    }
+
+    @Override
+    public void doRun() {
+        final IDatasetDirectoryService dds = ccs.getDatasetDirectoryService();
+        ccs.getExecutor().execute(new Runnable() {
+            @Override
+            public void run() {
+                try {
+                    DatasetDirectoryRecord[] partitionLocations = dds.getResultPartitionLocations(jobId, rsId,
+                            knownRecords);
+                    callback.setValue(partitionLocations);
+                } catch (HyracksDataException e) {
+                    callback.setException(e);
+                }
+            }
+        });
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetResultStatusWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetResultStatusWork.java
new file mode 100644
index 0000000..1bd0674
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/GetResultStatusWork.java
@@ -0,0 +1,56 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.cc.work;
+
+import edu.uci.ics.hyracks.api.dataset.DatasetJobRecord.Status;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
+import edu.uci.ics.hyracks.control.common.work.IResultCallback;
+import edu.uci.ics.hyracks.control.common.work.SynchronizableWork;
+
+public class GetResultStatusWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final IResultCallback<Status> callback;
+
+    public GetResultStatusWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId,
+            IResultCallback<Status> callback) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.callback = callback;
+    }
+
+    @Override
+    public void doRun() {
+        try {
+            Status status = ccs.getDatasetDirectoryService().getResultStatus(jobId, rsId);
+            callback.setValue(status);
+        } catch (HyracksDataException e) {
+            callback.setException(e);
+        }
+    }
+
+    @Override
+    public String toString() {
+        return "JobId@" + jobId + " ResultSetId@" + rsId;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobCleanupWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobCleanupWork.java
index 6b5ff03..b304b21 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobCleanupWork.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobCleanupWork.java
@@ -69,7 +69,7 @@
                 }
             }
         } else {
-            CCApplicationContext appCtx = ccs.getApplicationMap().get(run.getApplicationName());
+            CCApplicationContext appCtx = ccs.getApplicationContext();
             if (appCtx != null) {
                 try {
                     appCtx.notifyJobFinish(jobId);
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobStartWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobStartWork.java
index b6a33cd..f7d6c4c 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobStartWork.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobStartWork.java
@@ -16,12 +16,12 @@
 
 import java.util.EnumSet;
 
-import edu.uci.ics.hyracks.api.exceptions.HyracksException;
 import edu.uci.ics.hyracks.api.job.IActivityClusterGraphGenerator;
 import edu.uci.ics.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.job.JobStatus;
+import edu.uci.ics.hyracks.api.util.JavaSerializationUtils;
 import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
 import edu.uci.ics.hyracks.control.cc.application.CCApplicationContext;
 import edu.uci.ics.hyracks.control.cc.job.JobRun;
@@ -33,30 +33,25 @@
     private final byte[] acggfBytes;
     private final EnumSet<JobFlag> jobFlags;
     private final JobId jobId;
-    private final String appName;
     private final IResultCallback<JobId> callback;
 
-    public JobStartWork(ClusterControllerService ccs, String appName, byte[] acggfBytes, EnumSet<JobFlag> jobFlags,
-            JobId jobId, IResultCallback<JobId> callback) {
+    public JobStartWork(ClusterControllerService ccs, byte[] acggfBytes, EnumSet<JobFlag> jobFlags, JobId jobId,
+            IResultCallback<JobId> callback) {
         this.jobId = jobId;
         this.ccs = ccs;
         this.acggfBytes = acggfBytes;
         this.jobFlags = jobFlags;
-        this.appName = appName;
         this.callback = callback;
     }
 
     @Override
     protected void doRun() throws Exception {
         try {
-            final CCApplicationContext appCtx = ccs.getApplicationMap().get(appName);
-            if (appCtx == null) {
-                throw new HyracksException("No application with id " + appName + " found");
-            }
-            IActivityClusterGraphGeneratorFactory acggf = appCtx.createActivityClusterGraphGeneratorFactory(acggfBytes);
-            IActivityClusterGraphGenerator acgg = acggf.createActivityClusterGraphGenerator(appName, jobId, appCtx,
-                    jobFlags);
-            JobRun run = new JobRun(ccs, jobId, appName, acgg, jobFlags);
+            final CCApplicationContext appCtx = ccs.getApplicationContext();
+            IActivityClusterGraphGeneratorFactory acggf = (IActivityClusterGraphGeneratorFactory) JavaSerializationUtils
+                    .deserialize(acggfBytes);
+            IActivityClusterGraphGenerator acgg = acggf.createActivityClusterGraphGenerator(jobId, appCtx, jobFlags);
+            JobRun run = new JobRun(ccs, jobId, acgg, jobFlags);
             run.setStatus(JobStatus.INITIALIZED, null);
             ccs.getActiveRunMap().put(jobId, run);
             appCtx.notifyJobCreation(jobId, acggf);
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobletCleanupNotificationWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobletCleanupNotificationWork.java
index 9927289..ed58c43 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobletCleanupNotificationWork.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/JobletCleanupNotificationWork.java
@@ -59,7 +59,7 @@
             ncs.getActiveJobIds().remove(jobId);
         }
         if (cleanupPendingNodes.isEmpty()) {
-            CCApplicationContext appCtx = ccs.getApplicationMap().get(run.getApplicationName());
+            CCApplicationContext appCtx = ccs.getApplicationContext();
             if (appCtx != null) {
                 try {
                     appCtx.notifyJobFinish(jobId);
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/RegisterNodeWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/RegisterNodeWork.java
index e4e0aae..f7dd1d2 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/RegisterNodeWork.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/RegisterNodeWork.java
@@ -67,6 +67,7 @@
             LOGGER.log(Level.INFO, "Registered INodeController: id = " + id);
             NodeParameters params = new NodeParameters();
             params.setClusterControllerInfo(ccs.getClusterControllerInfo());
+            params.setDistributedState(ccs.getApplicationContext().getDistributedState());
             params.setHeartbeatPeriod(ccs.getCCConfig().heartbeatPeriod);
             params.setProfileDumpPeriod(ccs.getCCConfig().profileDumpPeriod);
             result = new CCNCFunctions.NodeRegistrationResult(params, null);
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/RegisterResultPartitionLocationWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/RegisterResultPartitionLocationWork.java
new file mode 100644
index 0000000..f86e924
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/RegisterResultPartitionLocationWork.java
@@ -0,0 +1,60 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.cc.work;
+
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
+import edu.uci.ics.hyracks.control.common.work.AbstractWork;
+
+public class RegisterResultPartitionLocationWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final boolean orderedResult;
+
+    private final int partition;
+
+    private final int nPartitions;
+
+    private final NetworkAddress networkAddress;
+
+    public RegisterResultPartitionLocationWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId,
+            boolean orderedResult, int partition, int nPartitions, NetworkAddress networkAddress) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.orderedResult = orderedResult;
+        this.partition = partition;
+        this.nPartitions = nPartitions;
+        this.networkAddress = networkAddress;
+    }
+
+    @Override
+    public void run() {
+        ccs.getDatasetDirectoryService().registerResultPartitionLocation(jobId, rsId, orderedResult, partition,
+                nPartitions, networkAddress);
+    }
+
+    @Override
+    public String toString() {
+        return "JobId@" + jobId + " ResultSetId@" + rsId + " Partition@" + partition + " NPartitions@" + nPartitions
+                + " ResultPartitionLocation@" + networkAddress + " OrderedResult@" + orderedResult;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ReportResultPartitionFailureWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ReportResultPartitionFailureWork.java
new file mode 100644
index 0000000..4aea41e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ReportResultPartitionFailureWork.java
@@ -0,0 +1,47 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.cc.work;
+
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
+import edu.uci.ics.hyracks.control.common.work.AbstractWork;
+
+public class ReportResultPartitionFailureWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final int partition;
+
+    public ReportResultPartitionFailureWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId, int partition) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.partition = partition;
+    }
+
+    @Override
+    public void run() {
+        ccs.getDatasetDirectoryService().reportResultPartitionFailure(jobId, rsId, partition);
+    }
+
+    @Override
+    public String toString() {
+        return "JobId@" + jobId + " ResultSetId@" + rsId + " Partition@" + partition;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ReportResultPartitionWriteCompletionWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ReportResultPartitionWriteCompletionWork.java
new file mode 100644
index 0000000..313b730
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/ReportResultPartitionWriteCompletionWork.java
@@ -0,0 +1,48 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.cc.work;
+
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
+import edu.uci.ics.hyracks.control.common.work.AbstractWork;
+
+public class ReportResultPartitionWriteCompletionWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final int partition;
+
+    public ReportResultPartitionWriteCompletionWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId,
+            int partition) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.partition = partition;
+    }
+
+    @Override
+    public void run() {
+        ccs.getDatasetDirectoryService().reportResultPartitionWriteCompletion(jobId, rsId, partition);
+    }
+
+    @Override
+    public String toString() {
+        return "JobId@" + jobId + " ResultSetId@" + rsId + " Partition@" + partition;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/TaskFailureWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/TaskFailureWork.java
index 0fff257..bc8c314 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/TaskFailureWork.java
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/edu/uci/ics/hyracks/control/cc/work/TaskFailureWork.java
@@ -32,6 +32,7 @@
     @Override
     protected void performEvent(TaskAttempt ta) {
         JobRun run = ccs.getActiveRunMap().get(jobId);
+        ccs.getDatasetDirectoryService().reportJobFailure(jobId);
         ActivityCluster ac = ta.getTask().getTaskCluster().getActivityCluster();
         run.getScheduler().notifyTaskFailure(ta, ac, details);
     }
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/NodeDetailsPage.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/NodeDetailsPage.js
index ff9d8a0..8e94269 100644
--- a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/NodeDetailsPage.js
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/NodeDetailsPage.js
@@ -58,6 +58,10 @@
         var netPayloadBytesWritten = result['net-payload-bytes-written'];
         var netSignalingBytesRead = result['net-signaling-bytes-read'];
         var netSignalingBytesWritten = result['net-signaling-bytes-written'];
+        var datasetNetPayloadBytesRead = result['dataset-net-payload-bytes-read'];
+        var datasetNetPayloadBytesWritten = result['dataset-net-payload-bytes-written'];
+        var datasetNetSignalingBytesRead = result['dataset-net-signaling-bytes-read'];
+        var datasetNetSignalingBytesWritten = result['dataset-net-signaling-bytes-written'];
         var ipcMessagesSent = result['ipc-messages-sent'];
         var ipcMessageBytesSent = result['ipc-message-bytes-sent'];
         var ipcMessagesReceived = result['ipc-messages-received'];
@@ -117,8 +121,12 @@
             }
             if (i < sysLoad.length - 1) {
                 netPayloadReadBWArray.push([ i, computeRate(netPayloadBytesRead, rrdPtr) ]);
+                netPayloadReadBWArray.push([ i, computeRate(datasetNetPayloadBytesRead, rrdPtr) ]);
                 netPayloadWriteBWArray.push([ i, computeRate(netPayloadBytesWritten, rrdPtr) ]);
+                netPayloadWriteBWArray.push([ i, computeRate(datasetNetPayloadBytesWritten, rrdPtr) ]);
                 netSignalingReadBWArray.push([ i, computeRate(netSignalingBytesRead, rrdPtr) ]);
+                netSignalingReadBWArray.push([ i, computeRate(datasetNetSignalingBytesRead, rrdPtr) ]);
+                netSignalingWriteBWArray.push([ i, computeRate(netSignalingBytesWritten, rrdPtr) ]);
                 netSignalingWriteBWArray.push([ i, computeRate(netSignalingBytesWritten, rrdPtr) ]);
                 ipcMessageSendRateArray.push([ i, computeRate(ipcMessagesSent, rrdPtr) ]);
                 ipcMessageBytesSendRateArray.push([ i, computeRate(ipcMessageBytesSent, rrdPtr) ]);
@@ -229,4 +237,4 @@
     }
 
     fetchData();
-});
\ No newline at end of file
+});
diff --git a/hyracks/hyracks-control/hyracks-control-common/pom.xml b/hyracks/hyracks-control/hyracks-control-common/pom.xml
index 096f2e1..3982da7 100644
--- a/hyracks/hyracks-control/hyracks-control-common/pom.xml
+++ b/hyracks/hyracks-control/hyracks-control-common/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-control-common</artifactId>
   <name>hyracks-control-common</name>
-  <version>0.2.3-SNAPSHOT</version>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-control</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -28,7 +27,7 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/application/ApplicationContext.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/application/ApplicationContext.java
index fc755a5..5251584 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/application/ApplicationContext.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/application/ApplicationContext.java
@@ -14,180 +14,20 @@
  */
 package edu.uci.ics.hyracks.control.common.application;
 
-import java.io.File;
-import java.io.FileInputStream;
-import java.io.FileOutputStream;
 import java.io.IOException;
-import java.io.InputStream;
-import java.io.OutputStream;
 import java.io.Serializable;
-import java.net.MalformedURLException;
-import java.net.URL;
-import java.net.URLClassLoader;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.Comparator;
-import java.util.Enumeration;
-import java.util.List;
-import java.util.Properties;
-import java.util.zip.ZipEntry;
-import java.util.zip.ZipFile;
-
-import org.apache.commons.io.FileUtils;
-import org.apache.commons.io.IOUtils;
 
 import edu.uci.ics.hyracks.api.application.IApplicationContext;
-import edu.uci.ics.hyracks.api.application.IBootstrap;
 import edu.uci.ics.hyracks.api.messages.IMessageBroker;
-import edu.uci.ics.hyracks.api.util.JavaSerializationUtils;
 import edu.uci.ics.hyracks.control.common.context.ServerContext;
 
 public abstract class ApplicationContext implements IApplicationContext {
-    private static final String APPLICATION_ROOT = "applications";
-    private static final String CLUSTER_CONTROLLER_BOOTSTRAP_CLASS_KEY = "cc.bootstrap.class";
-    private static final String NODE_CONTROLLER_BOOTSTRAP_CLASS_KEY = "nc.bootstrap.class";
-
     protected ServerContext serverCtx;
-    protected final String appName;
-    protected final File applicationRootDir;
-    protected ClassLoader classLoader;
-    protected ApplicationStatus status;
-    protected Properties deploymentDescriptor;
-    protected IBootstrap bootstrap;
     protected Serializable distributedState;
     protected IMessageBroker messageBroker;
 
-    public ApplicationContext(ServerContext serverCtx, String appName) throws IOException {
+    public ApplicationContext(ServerContext serverCtx) throws IOException {
         this.serverCtx = serverCtx;
-        this.appName = appName;
-        this.applicationRootDir = new File(new File(serverCtx.getBaseDir(), APPLICATION_ROOT), appName);
-        FileUtils.deleteDirectory(applicationRootDir);
-        applicationRootDir.mkdirs();
-    }
-
-    public String getApplicationName() {
-        return appName;
-    }
-
-    public void initializeClassPath() throws Exception {
-        if (expandArchive()) {
-            File expandedFolder = getExpandedFolder();
-            List<URL> urls = new ArrayList<URL>();
-            findJarFiles(expandedFolder, urls);
-            Collections.sort(urls, new Comparator<URL>() {
-                @Override
-                public int compare(URL o1, URL o2) {
-                    return o1.getFile().compareTo(o2.getFile());
-                }
-            });
-            classLoader = new URLClassLoader(urls.toArray(new URL[urls.size()]));
-        } else {
-            classLoader = getClass().getClassLoader();
-        }
-        deploymentDescriptor = parseDeploymentDescriptor();
-    }
-
-    public void initialize() throws Exception {
-        if (deploymentDescriptor != null) {
-            String bootstrapClass = null;
-            switch (serverCtx.getServerType()) {
-                case CLUSTER_CONTROLLER: {
-                    bootstrapClass = deploymentDescriptor.getProperty(CLUSTER_CONTROLLER_BOOTSTRAP_CLASS_KEY);
-                    break;
-                }
-                case NODE_CONTROLLER: {
-                    bootstrapClass = deploymentDescriptor.getProperty(NODE_CONTROLLER_BOOTSTRAP_CLASS_KEY);
-                    break;
-                }
-            }
-            if (bootstrapClass != null) {
-                bootstrap = (IBootstrap) classLoader.loadClass(bootstrapClass).newInstance();
-                start();
-            }
-        }
-    }
-
-    protected abstract void start() throws Exception;
-
-    protected abstract void stop() throws Exception;
-
-    private void findJarFiles(File dir, List<URL> urls) throws MalformedURLException {
-        for (File f : dir.listFiles()) {
-            if (f.isDirectory()) {
-                findJarFiles(f, urls);
-            } else if (f.getName().endsWith(".jar") || f.getName().endsWith(".zip")) {
-                urls.add(f.toURI().toURL());
-            }
-        }
-    }
-
-    private Properties parseDeploymentDescriptor() throws IOException {
-        InputStream in = classLoader.getResourceAsStream("hyracks-deployment.properties");
-        Properties props = new Properties();
-        if (in != null) {
-            try {
-                props.load(in);
-            } finally {
-                in.close();
-            }
-        }
-        return props;
-    }
-
-    private boolean expandArchive() throws IOException {
-        File archiveFile = getArchiveFile();
-        if (archiveFile.exists()) {
-            File expandedFolder = getExpandedFolder();
-            FileUtils.deleteDirectory(expandedFolder);
-            ZipFile zf = new ZipFile(archiveFile);
-            for (Enumeration<? extends ZipEntry> i = zf.entries(); i.hasMoreElements();) {
-                ZipEntry ze = i.nextElement();
-                String name = ze.getName();
-                if (name.endsWith("/")) {
-                    continue;
-                }
-                InputStream is = zf.getInputStream(ze);
-                OutputStream os = FileUtils.openOutputStream(new File(expandedFolder, name));
-                try {
-                    IOUtils.copyLarge(is, os);
-                } finally {
-                    os.close();
-                    is.close();
-                }
-            }
-            return true;
-        }
-        return false;
-    }
-
-    private File getExpandedFolder() {
-        return new File(applicationRootDir, "expanded");
-    }
-
-    public void deinitialize() throws Exception {
-        stop();
-        File expandedFolder = getExpandedFolder();
-        FileUtils.deleteDirectory(expandedFolder);
-    }
-
-    public Object deserialize(byte[] bytes) throws IOException, ClassNotFoundException {
-        return JavaSerializationUtils.deserialize(bytes, classLoader);
-    }
-
-    public OutputStream getHarOutputStream() throws IOException {
-        return new FileOutputStream(getArchiveFile());
-    }
-
-    private File getArchiveFile() {
-        return new File(applicationRootDir, "application.har");
-    }
-
-    public InputStream getHarInputStream() throws IOException {
-        return new FileInputStream(getArchiveFile());
-    }
-
-    public boolean containsHar() {
-        return getArchiveFile().exists();
     }
 
     @Override
@@ -196,19 +36,6 @@
     }
 
     @Override
-    public ClassLoader getClassLoader() {
-        return classLoader;
-    }
-
-    public void setStatus(ApplicationStatus status) {
-        this.status = status;
-    }
-
-    public ApplicationStatus getStatus() {
-        return status;
-    }
-
-    @Override
     public void setMessageBroker(IMessageBroker messageBroker) {
         this.messageBroker = messageBroker;
     }
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/base/IClusterController.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/base/IClusterController.java
index 0c5bb2f..627dd55 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/base/IClusterController.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/base/IClusterController.java
@@ -16,9 +16,10 @@
 
 import java.util.List;
 
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
 import edu.uci.ics.hyracks.api.dataflow.TaskAttemptId;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.job.JobId;
-import edu.uci.ics.hyracks.control.common.application.ApplicationStatus;
 import edu.uci.ics.hyracks.control.common.controllers.NodeRegistration;
 import edu.uci.ics.hyracks.control.common.heartbeat.HeartbeatData;
 import edu.uci.ics.hyracks.control.common.job.PartitionDescriptor;
@@ -46,9 +47,14 @@
 
     public void registerPartitionRequest(PartitionRequest partitionRequest) throws Exception;
 
-    public void notifyApplicationStateChange(String nodeId, String appName, ApplicationStatus status) throws Exception;
+    public void sendApplicationMessageToCC(byte[] data, String nodeId) throws Exception;
 
-    public void sendApplicationMessageToCC(byte[] data, String appName, String nodeId) throws Exception;
+    public void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, boolean orderedResult, int partition,
+            int nPartitions, NetworkAddress networkAddress) throws Exception;
+
+    public void reportResultPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition) throws Exception;
+
+    public void reportResultPartitionFailure(JobId jobId, ResultSetId rsId, int partition) throws Exception;
 
     public void getNodeControllerInfos() throws Exception;
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/base/INodeController.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/base/INodeController.java
index 049adf8..c589c97 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/base/INodeController.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/base/INodeController.java
@@ -29,17 +29,12 @@
 import edu.uci.ics.hyracks.control.common.job.TaskAttemptDescriptor;
 
 public interface INodeController {
-    public void startTasks(String appName, JobId jobId, byte[] planBytes, List<TaskAttemptDescriptor> taskDescriptors,
+    public void startTasks(JobId jobId, byte[] planBytes, List<TaskAttemptDescriptor> taskDescriptors,
             Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies, EnumSet<JobFlag> flags) throws Exception;
 
     public void abortTasks(JobId jobId, List<TaskAttemptId> tasks) throws Exception;
 
     public void cleanUpJoblet(JobId jobId, JobStatus status) throws Exception;
 
-    public void createApplication(String appName, boolean deployHar, byte[] serializedDistributedState)
-            throws Exception;
-
-    public void destroyApplication(String appName) throws Exception;
-
     public void reportPartitionAvailability(PartitionId pid, NetworkAddress networkAddress) throws Exception;
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/CCConfig.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/CCConfig.java
index 6c208fe..7647410 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/CCConfig.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/CCConfig.java
@@ -17,7 +17,9 @@
 import java.io.File;
 import java.util.List;
 
+import org.kohsuke.args4j.Argument;
 import org.kohsuke.args4j.Option;
+import org.kohsuke.args4j.spi.StopOptionHandler;
 
 public class CCConfig {
     @Option(name = "-client-net-ip-address", usage = "Sets the IP Address to listen for connections from clients", required = true)
@@ -26,7 +28,7 @@
     @Option(name = "-client-net-port", usage = "Sets the port to listen for connections from clients (default 1098)")
     public int clientNetPort = 1098;
 
-    @Option(name = "-cluster-net-ip-address", usage = "Sets the IP Address to listen for connections from ", required = true)
+    @Option(name = "-cluster-net-ip-address", usage = "Sets the IP Address to listen for connections from", required = true)
     public String clusterNetIpAddress;
 
     @Option(name = "-cluster-net-port", usage = "Sets the port to listen for connections from node controllers (default 1099)")
@@ -53,9 +55,16 @@
     @Option(name = "-cc-root", usage = "Sets the root folder used for file operations. (default: ClusterControllerService)")
     public String ccRoot = "ClusterControllerService";
 
-    @Option(name = "-cluster-topology", usage = "Sets the XML file that defines the cluster topology. (default: null)")
+    @Option(name = "-cluster-topology", required = false, usage = "Sets the XML file that defines the cluster topology. (default: null)")
     public File clusterTopologyDefinition = null;
 
+    @Option(name = "-app-cc-main-class", required = false, usage = "Application CC Main Class")
+    public String appCCMainClass = null;
+
+    @Argument
+    @Option(name = "--", handler = StopOptionHandler.class)
+    public List<String> appArgs;
+
     public void toCommandLine(List<String> cList) {
         cList.add("-client-net-ip-address");
         cList.add(clientNetIpAddress);
@@ -83,5 +92,15 @@
             cList.add("-cluster-topology");
             cList.add(clusterTopologyDefinition.getAbsolutePath());
         }
+        if (appCCMainClass != null) {
+            cList.add("-app-cc-main-class");
+            cList.add(appCCMainClass);
+        }
+        if (appArgs != null && !appArgs.isEmpty()) {
+            cList.add("--");
+            for (String appArg : appArgs) {
+                cList.add(appArg);
+            }
+        }
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NCConfig.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NCConfig.java
index 167eb4b..ec29592 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NCConfig.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NCConfig.java
@@ -3,9 +3,9 @@
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * you may obtain a copy of the License from
- * 
+ *
  *     http://www.apache.org/licenses/LICENSE-2.0
- * 
+ *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
@@ -17,7 +17,9 @@
 import java.io.Serializable;
 import java.util.List;
 
+import org.kohsuke.args4j.Argument;
 import org.kohsuke.args4j.Option;
+import org.kohsuke.args4j.spi.StopOptionHandler;
 
 public class NCConfig implements Serializable {
     private static final long serialVersionUID = 1L;
@@ -37,24 +39,31 @@
     @Option(name = "-data-ip-address", usage = "IP Address to bind data listener", required = true)
     public String dataIPAddress;
 
+    @Option(name = "-result-ip-address", usage = "IP Address to bind dataset result distribution listener", required = true)
+    public String datasetIPAddress;
+
     @Option(name = "-iodevices", usage = "Comma separated list of IO Device mount points (default: One device in default temp folder)", required = false)
     public String ioDevices = System.getProperty("java.io.tmpdir");
 
-    @Option(name = "-dcache-client-servers", usage = "Sets the list of DCache servers in the format host1:port1,host2:port2,... (default localhost:54583)")
-    public String dcacheClientServers = "localhost:54583";
-
-    @Option(name = "-dcache-client-server-local", usage = "Sets the local DCache server, if one is available, in the format host:port (default not set)")
-    public String dcacheClientServerLocal;
-
-    @Option(name = "-dcache-client-path", usage = "Sets the path to store the files retrieved from the DCache server (default /tmp/dcache-client)")
-    public String dcacheClientPath = "/tmp/dcache-client";
-
     @Option(name = "-net-thread-count", usage = "Number of threads to use for Network I/O (default: 1)")
     public int nNetThreads = 1;
 
     @Option(name = "-max-memory", usage = "Maximum memory usable at this Node Controller in bytes (default: -1 auto)")
     public int maxMemory = -1;
 
+    @Option(name = "-result-history-size", usage = "Limits the number of jobs whose results should be remembered by the system to the specified value. (default: 10)")
+    public int resultHistorySize = 100;
+
+    @Option(name = "-result-manager-memory", usage = "Memory usable for result caching at this Node Controller in bytes (default: -1 auto)")
+    public int resultManagerMemory = -1;
+
+    @Option(name = "-app-nc-main-class", usage = "Application NC Main Class")
+    public String appNCMainClass;
+
+    @Argument
+    @Option(name = "--", handler = StopOptionHandler.class)
+    public List<String> appArgs;
+
     public void toCommandLine(List<String> cList) {
         cList.add("-cc-host");
         cList.add(ccHost);
@@ -66,19 +75,27 @@
         cList.add(nodeId);
         cList.add("-data-ip-address");
         cList.add(dataIPAddress);
+        cList.add(datasetIPAddress);
         cList.add("-iodevices");
         cList.add(ioDevices);
-        cList.add("-dcache-client-servers");
-        cList.add(dcacheClientServers);
-        if (dcacheClientServerLocal != null) {
-            cList.add("-dcache-client-server-local");
-            cList.add(dcacheClientServerLocal);
-        }
-        cList.add("-dcache-client-path");
-        cList.add(dcacheClientPath);
         cList.add("-net-thread-count");
         cList.add(String.valueOf(nNetThreads));
         cList.add("-max-memory");
         cList.add(String.valueOf(maxMemory));
+        cList.add("-result-history-size");
+        cList.add(String.valueOf(resultHistorySize));
+        cList.add("-result-manager-memory");
+        cList.add(String.valueOf(resultManagerMemory));
+
+        if (appNCMainClass != null) {
+            cList.add("-app-nc-main-class");
+            cList.add(appNCMainClass);
+        }
+        if (appArgs != null && !appArgs.isEmpty()) {
+            cList.add("--");
+            for (String appArg : appArgs) {
+                cList.add(appArg);
+            }
+        }
     }
-}
\ No newline at end of file
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NodeParameters.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NodeParameters.java
index 0161f96..41e0b8d 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NodeParameters.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NodeParameters.java
@@ -23,6 +23,8 @@
 
     private ClusterControllerInfo ccInfo;
 
+    private Serializable distributedState;
+
     private int heartbeatPeriod;
 
     private int profileDumpPeriod;
@@ -35,6 +37,14 @@
         this.ccInfo = ccInfo;
     }
 
+    public Serializable getDistributedState() {
+        return distributedState;
+    }
+
+    public void setDistributedState(Serializable distributedState) {
+        this.distributedState = distributedState;
+    }
+
     public int getHeartbeatPeriod() {
         return heartbeatPeriod;
     }
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NodeRegistration.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NodeRegistration.java
index 91cfecf..a897602 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NodeRegistration.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/controllers/NodeRegistration.java
@@ -33,6 +33,8 @@
 
     private final NetworkAddress dataPort;
 
+    private final NetworkAddress datasetPort;
+
     private final String osName;
 
     private final String arch;
@@ -60,13 +62,14 @@
     private final HeartbeatSchema hbSchema;
 
     public NodeRegistration(InetSocketAddress ncAddress, String nodeId, NCConfig ncConfig, NetworkAddress dataPort,
-            String osName, String arch, String osVersion, int nProcessors, String vmName, String vmVersion,
-            String vmVendor, String classpath, String libraryPath, String bootClasspath, List<String> inputArguments,
-            Map<String, String> systemProperties, HeartbeatSchema hbSchema) {
+            NetworkAddress datasetPort, String osName, String arch, String osVersion, int nProcessors, String vmName,
+            String vmVersion, String vmVendor, String classpath, String libraryPath, String bootClasspath,
+            List<String> inputArguments, Map<String, String> systemProperties, HeartbeatSchema hbSchema) {
         this.ncAddress = ncAddress;
         this.nodeId = nodeId;
         this.ncConfig = ncConfig;
         this.dataPort = dataPort;
+        this.datasetPort = datasetPort;
         this.osName = osName;
         this.arch = arch;
         this.osVersion = osVersion;
@@ -98,6 +101,10 @@
         return dataPort;
     }
 
+    public NetworkAddress getDatasetPort() {
+        return datasetPort;
+    }
+
     public String getOSName() {
         return osName;
     }
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/heartbeat/HeartbeatData.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/heartbeat/HeartbeatData.java
index 1dba3bc..663c68a 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/heartbeat/HeartbeatData.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/heartbeat/HeartbeatData.java
@@ -37,6 +37,10 @@
     public long netPayloadBytesWritten;
     public long netSignalingBytesRead;
     public long netSignalingBytesWritten;
+    public long datasetNetPayloadBytesRead;
+    public long datasetNetPayloadBytesWritten;
+    public long datasetNetSignalingBytesRead;
+    public long datasetNetSignalingBytesWritten;
     public long ipcMessagesSent;
     public long ipcMessageBytesSent;
     public long ipcMessagesReceived;
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/CCNCFunctions.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/CCNCFunctions.java
index 557a8cb..f6ab9ba 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/CCNCFunctions.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/CCNCFunctions.java
@@ -36,11 +36,11 @@
 import edu.uci.ics.hyracks.api.dataflow.TaskAttemptId;
 import edu.uci.ics.hyracks.api.dataflow.TaskId;
 import edu.uci.ics.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.job.JobStatus;
 import edu.uci.ics.hyracks.api.partitions.PartitionId;
-import edu.uci.ics.hyracks.control.common.application.ApplicationStatus;
 import edu.uci.ics.hyracks.control.common.controllers.NodeParameters;
 import edu.uci.ics.hyracks.control.common.controllers.NodeRegistration;
 import edu.uci.ics.hyracks.control.common.heartbeat.HeartbeatData;
@@ -68,14 +68,14 @@
         REPORT_PROFILE,
         REGISTER_PARTITION_PROVIDER,
         REGISTER_PARTITION_REQUEST,
-        APPLICATION_STATE_CHANGE_RESPONSE,
+        REGISTER_RESULT_PARTITION_LOCATION,
+        REPORT_RESULT_PARTITION_WRITE_COMPLETION,
+        REPORT_RESULT_PARTITION_FAILURE,
 
         NODE_REGISTRATION_RESULT,
         START_TASKS,
         ABORT_TASKS,
         CLEANUP_JOBLET,
-        CREATE_APPLICATION,
-        DESTROY_APPLICATION,
         REPORT_PARTITION_AVAILABILITY,
         SEND_APPLICATION_MESSAGE,
         GET_NODE_CONTROLLERS_INFO,
@@ -88,7 +88,6 @@
         private static final long serialVersionUID = 1L;
         private byte[] serializedMessage;
         private String nodeId;
-        private String appName;
 
         public String getNodeId() {
             return nodeId;
@@ -102,11 +101,9 @@
             return serializedMessage;
         }
 
-        public SendApplicationMessageFunction(byte[] data, String appName, String nodeId) {
-            super();
+        public SendApplicationMessageFunction(byte[] data, String nodeId) {
             this.serializedMessage = data;
             this.nodeId = nodeId;
-            this.appName = appName;
         }
 
         @Override
@@ -114,10 +111,6 @@
             return FunctionId.SEND_APPLICATION_MESSAGE;
         }
 
-        public String getAppName() {
-            return appName;
-        }
-
     }
 
     public static abstract class Function implements Serializable {
@@ -438,34 +431,124 @@
         }
     }
 
-    public static class ApplicationStateChangeResponseFunction extends Function {
+    public static class RegisterResultPartitionLocationFunction extends Function {
         private static final long serialVersionUID = 1L;
 
-        private final String nodeId;
-        private final String appName;
-        private final ApplicationStatus status;
+        private final JobId jobId;
 
-        public ApplicationStateChangeResponseFunction(String nodeId, String appName, ApplicationStatus status) {
-            this.nodeId = nodeId;
-            this.appName = appName;
-            this.status = status;
+        private final ResultSetId rsId;
+
+        private final boolean orderedResult;
+
+        private final int partition;
+
+        private final int nPartitions;
+
+        private NetworkAddress networkAddress;
+
+        public RegisterResultPartitionLocationFunction(JobId jobId, ResultSetId rsId, boolean orderedResult,
+                int partition, int nPartitions, NetworkAddress networkAddress) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+            this.orderedResult = orderedResult;
+            this.partition = partition;
+            this.nPartitions = nPartitions;
+            this.networkAddress = networkAddress;
         }
 
         @Override
         public FunctionId getFunctionId() {
-            return FunctionId.APPLICATION_STATE_CHANGE_RESPONSE;
+            return FunctionId.REGISTER_RESULT_PARTITION_LOCATION;
         }
 
-        public String getNodeId() {
-            return nodeId;
+        public JobId getJobId() {
+            return jobId;
         }
 
-        public String getApplicationName() {
-            return appName;
+        public ResultSetId getResultSetId() {
+            return rsId;
         }
 
-        public ApplicationStatus getStatus() {
-            return status;
+        public boolean getOrderedResult() {
+            return orderedResult;
+        }
+
+        public int getPartition() {
+            return partition;
+        }
+
+        public int getNPartitions() {
+            return nPartitions;
+        }
+
+        public NetworkAddress getNetworkAddress() {
+            return networkAddress;
+        }
+    }
+
+    public static class ReportResultPartitionWriteCompletionFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        private final ResultSetId rsId;
+
+        private final int partition;
+
+        public ReportResultPartitionWriteCompletionFunction(JobId jobId, ResultSetId rsId, int partition) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+            this.partition = partition;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REPORT_RESULT_PARTITION_WRITE_COMPLETION;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public ResultSetId getResultSetId() {
+            return rsId;
+        }
+
+        public int getPartition() {
+            return partition;
+        }
+    }
+
+    public static class ReportResultPartitionFailureFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        private final ResultSetId rsId;
+
+        private final int partition;
+
+        public ReportResultPartitionFailureFunction(JobId jobId, ResultSetId rsId, int partition) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+            this.partition = partition;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REPORT_RESULT_PARTITION_FAILURE;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public ResultSetId getResultSetId() {
+            return rsId;
+        }
+
+        public int getPartition() {
+            return partition;
         }
     }
 
@@ -498,17 +581,14 @@
     public static class StartTasksFunction extends Function {
         private static final long serialVersionUID = 1L;
 
-        private final String appName;
         private final JobId jobId;
         private final byte[] planBytes;
         private final List<TaskAttemptDescriptor> taskDescriptors;
         private final Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies;
         private final EnumSet<JobFlag> flags;
 
-        public StartTasksFunction(String appName, JobId jobId, byte[] planBytes,
-                List<TaskAttemptDescriptor> taskDescriptors,
+        public StartTasksFunction(JobId jobId, byte[] planBytes, List<TaskAttemptDescriptor> taskDescriptors,
                 Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies, EnumSet<JobFlag> flags) {
-            this.appName = appName;
             this.jobId = jobId;
             this.planBytes = planBytes;
             this.taskDescriptors = taskDescriptors;
@@ -521,10 +601,6 @@
             return FunctionId.START_TASKS;
         }
 
-        public String getAppName() {
-            return appName;
-        }
-
         public JobId getJobId() {
             return jobId;
         }
@@ -596,56 +672,6 @@
         }
     }
 
-    public static class CreateApplicationFunction extends Function {
-        private static final long serialVersionUID = 1L;
-
-        private final String appName;
-        private final boolean deployHar;
-        private final byte[] serializedDistributedState;
-
-        public CreateApplicationFunction(String appName, boolean deployHar, byte[] serializedDistributedState) {
-            this.appName = appName;
-            this.deployHar = deployHar;
-            this.serializedDistributedState = serializedDistributedState;
-        }
-
-        @Override
-        public FunctionId getFunctionId() {
-            return FunctionId.CREATE_APPLICATION;
-        }
-
-        public String getAppName() {
-            return appName;
-        }
-
-        public boolean isDeployHar() {
-            return deployHar;
-        }
-
-        public byte[] getSerializedDistributedState() {
-            return serializedDistributedState;
-        }
-    }
-
-    public static class DestroyApplicationFunction extends Function {
-        private static final long serialVersionUID = 1L;
-
-        private final String appName;
-
-        public DestroyApplicationFunction(String appName) {
-            this.appName = appName;
-        }
-
-        @Override
-        public FunctionId getFunctionId() {
-            return FunctionId.DESTROY_APPLICATION;
-        }
-
-        public String getAppName() {
-            return appName;
-        }
-    }
-
     public static class GetNodeControllersInfoFunction extends Function {
         private static final long serialVersionUID = 1L;
 
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/ClusterControllerRemoteProxy.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/ClusterControllerRemoteProxy.java
index bbaab4e..057a0f4 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/ClusterControllerRemoteProxy.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/ClusterControllerRemoteProxy.java
@@ -16,9 +16,10 @@
 
 import java.util.List;
 
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
 import edu.uci.ics.hyracks.api.dataflow.TaskAttemptId;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.job.JobId;
-import edu.uci.ics.hyracks.control.common.application.ApplicationStatus;
 import edu.uci.ics.hyracks.control.common.base.IClusterController;
 import edu.uci.ics.hyracks.control.common.controllers.NodeRegistration;
 import edu.uci.ics.hyracks.control.common.heartbeat.HeartbeatData;
@@ -95,16 +96,29 @@
     }
 
     @Override
-    public void notifyApplicationStateChange(String nodeId, String appName, ApplicationStatus status) throws Exception {
-        CCNCFunctions.ApplicationStateChangeResponseFunction fn = new CCNCFunctions.ApplicationStateChangeResponseFunction(
-                nodeId, appName, status);
+    public void sendApplicationMessageToCC(byte[] data, String nodeId) throws Exception {
+        CCNCFunctions.SendApplicationMessageFunction fn = new CCNCFunctions.SendApplicationMessageFunction(data, nodeId);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    public void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, boolean orderedResult, int partition,
+            int nPartitions, NetworkAddress networkAddress) throws Exception {
+        CCNCFunctions.RegisterResultPartitionLocationFunction fn = new CCNCFunctions.RegisterResultPartitionLocationFunction(
+                jobId, rsId, orderedResult, partition, nPartitions, networkAddress);
         ipcHandle.send(-1, fn, null);
     }
 
     @Override
-    public void sendApplicationMessageToCC(byte[] data, String appName, String nodeId) throws Exception {
-        CCNCFunctions.SendApplicationMessageFunction fn = new CCNCFunctions.SendApplicationMessageFunction(data,
-                appName, nodeId);
+    public void reportResultPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition) throws Exception {
+        CCNCFunctions.ReportResultPartitionWriteCompletionFunction fn = new CCNCFunctions.ReportResultPartitionWriteCompletionFunction(
+                jobId, rsId, partition);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void reportResultPartitionFailure(JobId jobId, ResultSetId rsId, int partition) throws Exception {
+        CCNCFunctions.ReportResultPartitionFailureFunction fn = new CCNCFunctions.ReportResultPartitionFailureFunction(
+                jobId, rsId, partition);
         ipcHandle.send(-1, fn, null);
     }
 
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/NodeControllerRemoteProxy.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/NodeControllerRemoteProxy.java
index 10c0a7c..e4355aa 100644
--- a/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/NodeControllerRemoteProxy.java
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/edu/uci/ics/hyracks/control/common/ipc/NodeControllerRemoteProxy.java
@@ -38,10 +38,10 @@
     }
 
     @Override
-    public void startTasks(String appName, JobId jobId, byte[] planBytes, List<TaskAttemptDescriptor> taskDescriptors,
+    public void startTasks(JobId jobId, byte[] planBytes, List<TaskAttemptDescriptor> taskDescriptors,
             Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies, EnumSet<JobFlag> flags) throws Exception {
-        CCNCFunctions.StartTasksFunction stf = new CCNCFunctions.StartTasksFunction(appName, jobId, planBytes,
-                taskDescriptors, connectorPolicies, flags);
+        CCNCFunctions.StartTasksFunction stf = new CCNCFunctions.StartTasksFunction(jobId, planBytes, taskDescriptors,
+                connectorPolicies, flags);
         ipcHandle.send(-1, stf, null);
     }
 
@@ -58,20 +58,6 @@
     }
 
     @Override
-    public void createApplication(String appName, boolean deployHar, byte[] serializedDistributedState)
-            throws Exception {
-        CCNCFunctions.CreateApplicationFunction caf = new CCNCFunctions.CreateApplicationFunction(appName, deployHar,
-                serializedDistributedState);
-        ipcHandle.send(-1, caf, null);
-    }
-
-    @Override
-    public void destroyApplication(String appName) throws Exception {
-        CCNCFunctions.DestroyApplicationFunction daf = new CCNCFunctions.DestroyApplicationFunction(appName);
-        ipcHandle.send(-1, daf, null);
-    }
-
-    @Override
     public void reportPartitionAvailability(PartitionId pid, NetworkAddress networkAddress) throws Exception {
         CCNCFunctions.ReportPartitionAvailabilityFunction rpaf = new CCNCFunctions.ReportPartitionAvailabilityFunction(
                 pid, networkAddress);
diff --git a/hyracks/hyracks-control/hyracks-control-nc/pom.xml b/hyracks/hyracks-control/hyracks-control-nc/pom.xml
index 9ecc083..df5c998 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/pom.xml
+++ b/hyracks/hyracks-control/hyracks-control-nc/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-control</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -15,30 +15,30 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
   </build>
   <dependencies>
   	<dependency>
-  		<groupId>edu.uci.ics.dcache</groupId>
-  		<artifactId>dcache-client</artifactId>
-  		<version>0.0.1</version>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-control-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-net</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-comm</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
   	</dependency>
   </dependencies>
   <reporting>
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/NCDriver.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/NCDriver.java
index dde7abc..d31d09e 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/NCDriver.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/NCDriver.java
@@ -16,8 +16,6 @@
 
 import org.kohsuke.args4j.CmdLineParser;
 
-import edu.uci.ics.dcache.client.DCacheClient;
-import edu.uci.ics.dcache.client.DCacheClientConfig;
 import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
 
 public class NCDriver {
@@ -32,13 +30,6 @@
             return;
         }
 
-        DCacheClientConfig dccConfig = new DCacheClientConfig();
-        dccConfig.servers = ncConfig.dcacheClientServers;
-        dccConfig.serverLocal = ncConfig.dcacheClientServerLocal;
-        dccConfig.path = ncConfig.dcacheClientPath;
-
-        DCacheClient.get().init(dccConfig);
-
         final NodeControllerService nService = new NodeControllerService(ncConfig);
         nService.start();
         Runtime.getRuntime().addShutdownHook(new Thread() {
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/NodeControllerService.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/NodeControllerService.java
index 0195143..e15c60e 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/NodeControllerService.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/NodeControllerService.java
@@ -43,8 +43,10 @@
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.commons.lang3.mutable.MutableObject;
 
+import edu.uci.ics.hyracks.api.application.INCApplicationEntryPoint;
 import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
 import edu.uci.ics.hyracks.api.context.IHyracksRootContext;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionManager;
 import edu.uci.ics.hyracks.api.io.IODeviceHandle;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.control.common.AbstractRemoteService;
@@ -61,7 +63,9 @@
 import edu.uci.ics.hyracks.control.common.work.FutureValue;
 import edu.uci.ics.hyracks.control.common.work.WorkQueue;
 import edu.uci.ics.hyracks.control.nc.application.NCApplicationContext;
+import edu.uci.ics.hyracks.control.nc.dataset.DatasetPartitionManager;
 import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.control.nc.net.DatasetNetworkManager;
 import edu.uci.ics.hyracks.control.nc.net.NetworkManager;
 import edu.uci.ics.hyracks.control.nc.partitions.PartitionManager;
 import edu.uci.ics.hyracks.control.nc.runtime.RootHyracksContext;
@@ -69,8 +73,6 @@
 import edu.uci.ics.hyracks.control.nc.work.ApplicationMessageWork;
 import edu.uci.ics.hyracks.control.nc.work.BuildJobProfilesWork;
 import edu.uci.ics.hyracks.control.nc.work.CleanupJobletWork;
-import edu.uci.ics.hyracks.control.nc.work.CreateApplicationWork;
-import edu.uci.ics.hyracks.control.nc.work.DestroyApplicationWork;
 import edu.uci.ics.hyracks.control.nc.work.ReportPartitionAvailabilityWork;
 import edu.uci.ics.hyracks.control.nc.work.StartTasksWork;
 import edu.uci.ics.hyracks.ipc.api.IIPCHandle;
@@ -94,6 +96,10 @@
 
     private final NetworkManager netManager;
 
+    private final IDatasetPartitionManager datasetPartitionManager;
+
+    private final DatasetNetworkManager datasetNetworkManager;
+
     private final WorkQueue queue;
 
     private final Timer timer;
@@ -114,7 +120,9 @@
 
     private final ServerContext serverCtx;
 
-    private final Map<String, NCApplicationContext> applications;
+    private NCApplicationContext appCtx;
+
+    private INCApplicationEntryPoint ncAppEntryPoint;
 
     private final MemoryMXBean memoryMXBean;
 
@@ -140,14 +148,18 @@
             throw new Exception("id not set");
         }
         partitionManager = new PartitionManager(this);
-        netManager = new NetworkManager(getIpAddress(ncConfig), partitionManager, ncConfig.nNetThreads);
+        netManager = new NetworkManager(getIpAddress(ncConfig.dataIPAddress), partitionManager, ncConfig.nNetThreads);
+
+        datasetPartitionManager = new DatasetPartitionManager(this, executor, ncConfig.resultManagerMemory,
+                ncConfig.resultHistorySize);
+        datasetNetworkManager = new DatasetNetworkManager(getIpAddress(ncConfig.datasetIPAddress),
+                datasetPartitionManager, ncConfig.nNetThreads);
 
         queue = new WorkQueue();
         jobletMap = new Hashtable<JobId, Joblet>();
         timer = new Timer(true);
         serverCtx = new ServerContext(ServerContext.ServerType.NODE_CONTROLLER, new File(new File(
                 NodeControllerService.class.getName()), id));
-        applications = new Hashtable<String, NCApplicationContext>();
         memoryMXBean = ManagementFactory.getMemoryMXBean();
         gcMXBeans = ManagementFactory.getGarbageCollectorMXBeans();
         threadMXBean = ManagementFactory.getThreadMXBean();
@@ -161,6 +173,10 @@
         return ctx;
     }
 
+    public NCApplicationContext getApplicationContext() {
+        return appCtx;
+    }
+
     private static List<IODeviceHandle> getDevices(String ioDevices) {
         List<IODeviceHandle> devices = new ArrayList<IODeviceHandle>();
         StringTokenizer tok = new StringTokenizer(ioDevices, ",");
@@ -205,6 +221,10 @@
         LOGGER.log(Level.INFO, "Starting NodeControllerService");
         ipc.start();
         netManager.start();
+
+        startApplication();
+
+        datasetNetworkManager.start();
         IIPCHandle ccIPCHandle = ipc.getHandle(new InetSocketAddress(ncConfig.ccHost, ncConfig.ccPort));
         this.ccs = new ClusterControllerRemoteProxy(ccIPCHandle);
         HeartbeatSchema.GarbageCollectorInfo[] gcInfos = new HeartbeatSchema.GarbageCollectorInfo[gcMXBeans.size()];
@@ -213,10 +233,11 @@
         }
         HeartbeatSchema hbSchema = new HeartbeatSchema(gcInfos);
         ccs.registerNode(new NodeRegistration(ipc.getSocketAddress(), id, ncConfig, netManager.getNetworkAddress(),
-                osMXBean.getName(), osMXBean.getArch(), osMXBean.getVersion(), osMXBean.getAvailableProcessors(),
-                runtimeMXBean.getVmName(), runtimeMXBean.getVmVersion(), runtimeMXBean.getVmVendor(), runtimeMXBean
-                        .getClassPath(), runtimeMXBean.getLibraryPath(), runtimeMXBean.getBootClassPath(),
-                runtimeMXBean.getInputArguments(), runtimeMXBean.getSystemProperties(), hbSchema));
+                datasetNetworkManager.getNetworkAddress(), osMXBean.getName(), osMXBean.getArch(), osMXBean
+                        .getVersion(), osMXBean.getAvailableProcessors(), runtimeMXBean.getVmName(), runtimeMXBean
+                        .getVmVersion(), runtimeMXBean.getVmVendor(), runtimeMXBean.getClassPath(), runtimeMXBean
+                        .getLibraryPath(), runtimeMXBean.getBootClassPath(), runtimeMXBean.getInputArguments(),
+                runtimeMXBean.getSystemProperties(), hbSchema));
 
         synchronized (this) {
             while (registrationPending) {
@@ -226,6 +247,7 @@
         if (registrationException != null) {
             throw registrationException;
         }
+        appCtx.setDistributedState(nodeParameters.getDistributedState());
 
         queue.start();
 
@@ -240,6 +262,21 @@
         }
 
         LOGGER.log(Level.INFO, "Started NodeControllerService");
+        if (ncAppEntryPoint != null) {
+            ncAppEntryPoint.notifyStartupComplete();
+        }
+    }
+
+    private void startApplication() throws Exception {
+        appCtx = new NCApplicationContext(serverCtx, ctx, id);
+        String className = ncConfig.appNCMainClass;
+        if (className != null) {
+            Class<?> c = Class.forName(className);
+            ncAppEntryPoint = (INCApplicationEntryPoint) c.newInstance();
+            String[] args = ncConfig.appArgs == null ? new String[0] : ncConfig.appArgs
+                    .toArray(new String[ncConfig.appArgs.size()]);
+            ncAppEntryPoint.start(appCtx, args);
+        }
     }
 
     @Override
@@ -247,8 +284,10 @@
         LOGGER.log(Level.INFO, "Stopping NodeControllerService");
         executor.shutdownNow();
         partitionManager.close();
+        datasetPartitionManager.close();
         heartbeatTask.cancel();
         netManager.stop();
+        datasetNetworkManager.stop();
         queue.stop();
         LOGGER.log(Level.INFO, "Stopped NodeControllerService");
     }
@@ -261,10 +300,6 @@
         return serverCtx;
     }
 
-    public Map<String, NCApplicationContext> getApplications() {
-        return applications;
-    }
-
     public Map<JobId, Joblet> getJobletMap() {
         return jobletMap;
     }
@@ -273,6 +308,10 @@
         return netManager;
     }
 
+    public DatasetNetworkManager getDatasetNetworkManager() {
+        return datasetNetworkManager;
+    }
+
     public PartitionManager getPartitionManager() {
         return partitionManager;
     }
@@ -297,8 +336,7 @@
         return queue;
     }
 
-    private static InetAddress getIpAddress(NCConfig ncConfig) throws Exception {
-        String ipaddrStr = ncConfig.dataIPAddress;
+    private static InetAddress getIpAddress(String ipaddrStr) throws Exception {
         ipaddrStr = ipaddrStr.trim();
         Pattern pattern = Pattern.compile("(\\d{1,3})\\.(\\d{1,3})\\.(\\d{1,3})\\.(\\d{1,3})");
         Matcher m = pattern.matcher(ipaddrStr);
@@ -355,6 +393,12 @@
             hbData.netSignalingBytesRead = netPC.getSignalingBytesRead();
             hbData.netSignalingBytesWritten = netPC.getSignalingBytesWritten();
 
+            MuxDemuxPerformanceCounters datasetNetPC = datasetNetworkManager.getPerformanceCounters();
+            hbData.datasetNetPayloadBytesRead = datasetNetPC.getPayloadBytesRead();
+            hbData.datasetNetPayloadBytesWritten = datasetNetPC.getPayloadBytesWritten();
+            hbData.datasetNetSignalingBytesRead = datasetNetPC.getSignalingBytesRead();
+            hbData.datasetNetSignalingBytesWritten = datasetNetPC.getSignalingBytesWritten();
+
             IPCPerformanceCounters ipcPC = ipc.getPerformanceCounters();
             hbData.ipcMessagesSent = ipcPC.getMessageSentCount();
             hbData.ipcMessageBytesSent = ipcPC.getMessageBytesSent();
@@ -400,13 +444,13 @@
                 case SEND_APPLICATION_MESSAGE: {
                     CCNCFunctions.SendApplicationMessageFunction amf = (CCNCFunctions.SendApplicationMessageFunction) fn;
                     queue.schedule(new ApplicationMessageWork(NodeControllerService.this, amf.getMessage(), amf
-                            .getAppName(), amf.getNodeId()));
+                            .getNodeId()));
                     return;
                 }
                 case START_TASKS: {
                     CCNCFunctions.StartTasksFunction stf = (CCNCFunctions.StartTasksFunction) fn;
-                    queue.schedule(new StartTasksWork(NodeControllerService.this, stf.getAppName(), stf.getJobId(), stf
-                            .getPlanBytes(), stf.getTaskDescriptors(), stf.getConnectorPolicies(), stf.getFlags()));
+                    queue.schedule(new StartTasksWork(NodeControllerService.this, stf.getJobId(), stf.getPlanBytes(),
+                            stf.getTaskDescriptors(), stf.getConnectorPolicies(), stf.getFlags()));
                     return;
                 }
 
@@ -422,19 +466,6 @@
                     return;
                 }
 
-                case CREATE_APPLICATION: {
-                    CCNCFunctions.CreateApplicationFunction caf = (CCNCFunctions.CreateApplicationFunction) fn;
-                    queue.schedule(new CreateApplicationWork(NodeControllerService.this, caf.getAppName(), caf
-                            .isDeployHar(), caf.getSerializedDistributedState()));
-                    return;
-                }
-
-                case DESTROY_APPLICATION: {
-                    CCNCFunctions.DestroyApplicationFunction daf = (CCNCFunctions.DestroyApplicationFunction) fn;
-                    queue.schedule(new DestroyApplicationWork(NodeControllerService.this, daf.getAppName()));
-                    return;
-                }
-
                 case REPORT_PARTITION_AVAILABILITY: {
                     CCNCFunctions.ReportPartitionAvailabilityFunction rpaf = (CCNCFunctions.ReportPartitionAvailabilityFunction) fn;
                     queue.schedule(new ReportPartitionAvailabilityWork(NodeControllerService.this, rpaf
@@ -459,7 +490,11 @@
         }
     }
 
-    public void sendApplicationMessageToCC(byte[] data, String appName, String nodeId) throws Exception {
-        ccs.sendApplicationMessageToCC(data, appName, nodeId);
+    public void sendApplicationMessageToCC(byte[] data, String nodeId) throws Exception {
+        ccs.sendApplicationMessageToCC(data, nodeId);
+    }
+
+    public IDatasetPartitionManager getDatasetPartitionManager() {
+        return datasetPartitionManager;
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/Task.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/Task.java
index eba3ec9..d6ea111 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/Task.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/Task.java
@@ -34,6 +34,7 @@
 import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
 import edu.uci.ics.hyracks.api.dataflow.TaskAttemptId;
 import edu.uci.ics.hyracks.api.dataflow.state.IStateObject;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionManager;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
 import edu.uci.ics.hyracks.api.io.FileReference;
@@ -348,8 +349,12 @@
     }
 
     @Override
+    public IDatasetPartitionManager getDatasetPartitionManager() {
+        return ncs.getDatasetPartitionManager();
+    }
+
+    @Override
     public void sendApplicationMessageToCC(byte[] message, String nodeId) throws Exception {
-        this.ncs.sendApplicationMessageToCC(message, this.getJobletContext().getApplicationContext()
-                .getApplicationName(), nodeId);
+        this.ncs.sendApplicationMessageToCC(message, nodeId);
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/application/NCApplicationContext.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/application/NCApplicationContext.java
index 1121c6c..3e07fb5 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/application/NCApplicationContext.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/application/NCApplicationContext.java
@@ -4,7 +4,6 @@
 import java.io.Serializable;
 
 import edu.uci.ics.hyracks.api.application.INCApplicationContext;
-import edu.uci.ics.hyracks.api.application.INCBootstrap;
 import edu.uci.ics.hyracks.api.context.IHyracksRootContext;
 import edu.uci.ics.hyracks.control.common.application.ApplicationContext;
 import edu.uci.ics.hyracks.control.common.context.ServerContext;
@@ -14,9 +13,8 @@
     private final IHyracksRootContext rootCtx;
     private Object appObject;
 
-    public NCApplicationContext(ServerContext serverCtx, IHyracksRootContext rootCtx, String appName, String nodeId)
-            throws IOException {
-        super(serverCtx, appName);
+    public NCApplicationContext(ServerContext serverCtx, IHyracksRootContext rootCtx, String nodeId) throws IOException {
+        super(serverCtx);
         this.nodeId = nodeId;
         this.rootCtx = rootCtx;
     }
@@ -31,19 +29,6 @@
     }
 
     @Override
-    protected void start() throws Exception {
-        ((INCBootstrap) bootstrap).setApplicationContext(this);
-        bootstrap.start();
-    }
-
-    @Override
-    protected void stop() throws Exception {
-        if (bootstrap != null) {
-            bootstrap.stop();
-        }
-    }
-
-    @Override
     public IHyracksRootContext getRootContext() {
         return rootCtx;
     }
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetMemoryManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetMemoryManager.java
new file mode 100644
index 0000000..cecd677
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetMemoryManager.java
@@ -0,0 +1,237 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.nc.dataset;
+
+import java.nio.ByteBuffer;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.Map;
+import java.util.Set;
+
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionWriter;
+import edu.uci.ics.hyracks.api.dataset.Page;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.partitions.ResultSetPartitionId;
+
+public class DatasetMemoryManager {
+    private final Set<Page> availPages;
+
+    private final LeastRecentlyUsedList leastRecentlyUsedList;
+
+    private final Map<ResultSetPartitionId, PartitionNode> resultPartitionNodesMap;
+
+    private final static int FRAME_SIZE = 32768;
+
+    public DatasetMemoryManager(int availableMemory) {
+        availPages = new HashSet<Page>();
+
+        // Atleast have one page for temporarily storing the results.
+        if (availableMemory <= 0)
+            availableMemory = FRAME_SIZE;
+
+        while (availableMemory >= FRAME_SIZE) {
+            /* TODO(madhusudancs): Should we have some way of accounting this memory usage by using Hyrack's allocateFrame()
+             * instead of direct ByteBuffer.allocate()?
+             */
+            availPages.add(new Page(ByteBuffer.allocate(FRAME_SIZE)));
+            availableMemory -= FRAME_SIZE;
+        }
+
+        leastRecentlyUsedList = new LeastRecentlyUsedList();
+        resultPartitionNodesMap = new HashMap<ResultSetPartitionId, PartitionNode>();
+    }
+
+    public Page requestPage(ResultSetPartitionId resultSetPartitionId, IDatasetPartitionWriter dpw)
+            throws OutOfMemoryError, HyracksDataException {
+        Page page;
+        if (availPages.isEmpty()) {
+            page = evictPage();
+        } else {
+            page = getAvailablePage();
+        }
+
+        page.clear();
+
+        /*
+         * It is extremely important to update the reference after obtaining the page because, in the cases where memory
+         * manager is allocated only one page of memory, the front of the LRU list should not be created by the
+         * update reference call before a page is pushed on to the element of the LRU list. So we first obtain the page,
+         * then make a updateReference call which in turn creates a new node in the LRU list and then add the page to it.
+         */
+        PartitionNode pn = updateReference(resultSetPartitionId, dpw);
+        pn.add(page);
+        return page;
+    }
+
+    public void pageReferenced(ResultSetPartitionId resultSetPartitionId) {
+        // When a page is referenced the dataset partition writer should already be known, so we pass null.
+        updateReference(resultSetPartitionId, null);
+    }
+
+    public int getPageSize() {
+        return FRAME_SIZE;
+    }
+
+    protected void insertPartitionNode(ResultSetPartitionId resultSetPartitionId, PartitionNode pn) {
+        leastRecentlyUsedList.add(pn);
+        resultPartitionNodesMap.put(resultSetPartitionId, pn);
+    }
+
+    protected synchronized PartitionNode updateReference(ResultSetPartitionId resultSetPartitionId,
+            IDatasetPartitionWriter dpw) {
+        PartitionNode pn = null;
+
+        if (!resultPartitionNodesMap.containsKey(resultSetPartitionId)) {
+            if (dpw != null) {
+                pn = new PartitionNode(resultSetPartitionId, dpw);
+                insertPartitionNode(resultSetPartitionId, pn);
+            }
+            return pn;
+        }
+        pn = resultPartitionNodesMap.get(resultSetPartitionId);
+        leastRecentlyUsedList.remove(pn);
+        insertPartitionNode(resultSetPartitionId, pn);
+
+        return pn;
+    }
+
+    protected synchronized Page evictPage() throws HyracksDataException {
+        PartitionNode pn = leastRecentlyUsedList.getFirst();
+        IDatasetPartitionWriter dpw = pn.getDatasetPartitionWriter();
+        Page page = dpw.returnPage();
+
+        /* If the partition holding the pages breaks the contract by not returning the page or it has no page, just take
+         * away all the pages allocated to it and add to the available pages set.
+         */
+        if (page == null) {
+            availPages.addAll(pn);
+            pn.clear();
+            resultPartitionNodesMap.remove(pn.getResultSetPartitionId());
+            leastRecentlyUsedList.remove(pn);
+
+            /* Based on the assumption that if the dataset partition writer returned a null page, it should be lying about
+             * the number of pages it holds in which case we just evict all the pages it holds and should thus be able to
+             * add all those pages to available set and we have at least one page to allocate back.
+             */
+            page = getAvailablePage();
+        } else {
+            pn.remove(page);
+
+            // If the partition no more holds any pages, remove it from the linked list and the hash map.
+            if (pn.isEmpty()) {
+                resultPartitionNodesMap.remove(pn.getResultSetPartitionId());
+                leastRecentlyUsedList.remove(pn);
+            }
+        }
+
+        return page;
+    }
+
+    protected synchronized Page getAvailablePage() {
+        Iterator<Page> iter = availPages.iterator();
+        Page page = iter.next();
+        iter.remove();
+        return page;
+    }
+
+    private class LeastRecentlyUsedList {
+        private PartitionNode head;
+
+        private PartitionNode tail;
+
+        public LeastRecentlyUsedList() {
+            head = null;
+            tail = null;
+        }
+
+        public void add(PartitionNode node) {
+            if (head == null) {
+                head = tail = node;
+                return;
+            }
+            tail.setNext(node);
+            node.setPrev(tail);
+            tail = node;
+        }
+
+        public void remove(PartitionNode node) {
+            if ((node == head) && (node == tail)) {
+                head = tail = null;
+                return;
+            } else if (node == head) {
+                head = head.getNext();
+                head.setPrev(null);
+                return;
+            } else if (node == tail) {
+                tail = tail.getPrev();
+                tail.setNext(null);
+                return;
+            } else {
+                PartitionNode prev = node.getPrev();
+                PartitionNode next = node.getNext();
+                prev.setNext(next);
+                next.setPrev(prev);
+            }
+        }
+
+        public PartitionNode getFirst() {
+            return head;
+        }
+    }
+
+    private class PartitionNode extends HashSet<Page> {
+        private static final long serialVersionUID = 1L;
+
+        private final ResultSetPartitionId resultSetPartitionId;
+
+        private final IDatasetPartitionWriter datasetPartitionWriter;
+
+        private PartitionNode prev;
+
+        private PartitionNode next;
+
+        public PartitionNode(ResultSetPartitionId resultSetPartitionId, IDatasetPartitionWriter datasetPartitionWriter) {
+            this.resultSetPartitionId = resultSetPartitionId;
+            this.datasetPartitionWriter = datasetPartitionWriter;
+            prev = null;
+            next = null;
+        }
+
+        public ResultSetPartitionId getResultSetPartitionId() {
+            return resultSetPartitionId;
+        }
+
+        public IDatasetPartitionWriter getDatasetPartitionWriter() {
+            return datasetPartitionWriter;
+        }
+
+        public void setPrev(PartitionNode node) {
+            prev = node;
+        }
+
+        public PartitionNode getPrev() {
+            return prev;
+        }
+
+        public void setNext(PartitionNode node) {
+            next = node;
+        }
+
+        public PartitionNode getNext() {
+            return next;
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetPartitionManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetPartitionManager.java
new file mode 100644
index 0000000..af9a607
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetPartitionManager.java
@@ -0,0 +1,142 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.nc.dataset;
+
+import java.util.LinkedHashMap;
+import java.util.Map;
+import java.util.concurrent.Executor;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionManager;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionReader;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.IWorkspaceFileFactory;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.control.nc.NodeControllerService;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.control.nc.io.WorkspaceFileFactory;
+import edu.uci.ics.hyracks.control.nc.resources.DefaultDeallocatableRegistry;
+
+public class DatasetPartitionManager implements IDatasetPartitionManager {
+    private final NodeControllerService ncs;
+
+    private final Executor executor;
+
+    private final Map<JobId, ResultState[]> partitionResultStateMap;
+
+    private final DefaultDeallocatableRegistry deallocatableRegistry;
+
+    private final IWorkspaceFileFactory fileFactory;
+
+    private final DatasetMemoryManager datasetMemoryManager;
+
+    public DatasetPartitionManager(NodeControllerService ncs, Executor executor, int availableMemory,
+            final int resultHistorySize) {
+        this.ncs = ncs;
+        this.executor = executor;
+        deallocatableRegistry = new DefaultDeallocatableRegistry();
+        fileFactory = new WorkspaceFileFactory(deallocatableRegistry, (IOManager) ncs.getRootContext().getIOManager());
+        datasetMemoryManager = new DatasetMemoryManager(availableMemory);
+        partitionResultStateMap = new LinkedHashMap<JobId, ResultState[]>() {
+            private static final long serialVersionUID = 1L;
+
+            protected boolean removeEldestEntry(Map.Entry<JobId, ResultState[]> eldest) {
+                if (size() > resultHistorySize) {
+                    for (ResultState state : eldest.getValue()) {
+                        state.deinit();
+                    }
+                    return true;
+                }
+                return false;
+            }
+        };
+    }
+
+    @Override
+    public IFrameWriter createDatasetPartitionWriter(IHyracksTaskContext ctx, ResultSetId rsId, boolean orderedResult,
+            int partition, int nPartitions) throws HyracksException {
+        DatasetPartitionWriter dpw = null;
+        JobId jobId = ctx.getJobletContext().getJobId();
+        try {
+            synchronized (partitionResultStateMap) {
+                ncs.getClusterController().registerResultPartitionLocation(jobId, rsId, orderedResult, partition,
+                        nPartitions, ncs.getDatasetNetworkManager().getNetworkAddress());
+                dpw = new DatasetPartitionWriter(ctx, this, jobId, rsId, partition, datasetMemoryManager);
+
+                ResultState[] resultStates = partitionResultStateMap.get(jobId);
+                if (resultStates == null) {
+                    resultStates = new ResultState[nPartitions];
+                    partitionResultStateMap.put(jobId, resultStates);
+                }
+                resultStates[partition] = dpw.getResultState();
+            }
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+
+        return dpw;
+    }
+
+    @Override
+    public void reportPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition) throws HyracksException {
+        try {
+            ncs.getClusterController().reportResultPartitionWriteCompletion(jobId, rsId, partition);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public void reportPartitionFailure(JobId jobId, ResultSetId rsId, int partition) throws HyracksException {
+        try {
+            ncs.getClusterController().reportResultPartitionFailure(jobId, rsId, partition);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public void initializeDatasetPartitionReader(JobId jobId, int partition, IFrameWriter writer)
+            throws HyracksException {
+        ResultState resultState;
+        synchronized (partitionResultStateMap) {
+            ResultState[] resultStates = partitionResultStateMap.get(jobId);
+
+            if (resultStates == null) {
+                throw new HyracksException("Unknown JobId " + jobId);
+            }
+
+            resultState = resultStates[partition];
+            if (resultState == null) {
+                throw new HyracksException("No DatasetPartitionWriter for partition " + partition);
+            }
+        }
+
+        IDatasetPartitionReader dpr = new DatasetPartitionReader(datasetMemoryManager, executor, resultState);
+        dpr.writeTo(writer);
+    }
+
+    @Override
+    public IWorkspaceFileFactory getFileFactory() {
+        return fileFactory;
+    }
+
+    @Override
+    public void close() {
+        deallocatableRegistry.close();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetPartitionReader.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetPartitionReader.java
new file mode 100644
index 0000000..296c502
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetPartitionReader.java
@@ -0,0 +1,122 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.nc.dataset;
+
+import java.nio.ByteBuffer;
+import java.util.concurrent.Executor;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionReader;
+import edu.uci.ics.hyracks.api.dataset.Page;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.IFileHandle;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.comm.channels.NetworkOutputChannel;
+
+public class DatasetPartitionReader implements IDatasetPartitionReader {
+    private static final Logger LOGGER = Logger.getLogger(DatasetPartitionReader.class.getName());
+
+    private final DatasetMemoryManager datasetMemoryManager;
+
+    private final Executor executor;
+
+    private final ResultState resultState;
+
+    private IFileHandle fileHandle;
+
+    public DatasetPartitionReader(DatasetMemoryManager datasetMemoryManager, Executor executor, ResultState resultState) {
+        this.datasetMemoryManager = datasetMemoryManager;
+        this.executor = executor;
+        this.resultState = resultState;
+    }
+
+    private long read(long offset, ByteBuffer buffer) throws HyracksDataException {
+        long readSize = 0;
+        synchronized (resultState) {
+            while (offset >= resultState.getSize() && !resultState.getEOS()) {
+                try {
+                    resultState.wait();
+                } catch (InterruptedException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        }
+
+        if (offset >= resultState.getSize() && resultState.getEOS()) {
+            return readSize;
+        }
+
+        if (offset < resultState.getPersistentSize()) {
+            readSize = resultState.getIOManager().syncRead(fileHandle, offset, buffer);
+        }
+
+        if (readSize < buffer.capacity()) {
+            long localPageOffset = offset - resultState.getPersistentSize();
+            int localPageIndex = (int) (localPageOffset / datasetMemoryManager.getPageSize());
+            int pageOffset = (int) (localPageOffset % datasetMemoryManager.getPageSize());
+            Page page = resultState.getPage(localPageIndex);
+            readSize += buffer.remaining();
+            buffer.put(page.getBuffer().array(), pageOffset, buffer.remaining());
+        }
+
+        datasetMemoryManager.pageReferenced(resultState.getResultSetPartitionId());
+        return readSize;
+    }
+
+    @Override
+    public void writeTo(final IFrameWriter writer) {
+        executor.execute(new Runnable() {
+            @Override
+            public void run() {
+                NetworkOutputChannel channel = (NetworkOutputChannel) writer;
+                channel.setFrameSize(resultState.getFrameSize());
+                try {
+                    fileHandle = resultState.getIOManager().open(resultState.getValidFileReference(),
+                            IIOManager.FileReadWriteMode.READ_ONLY, IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+                    channel.open();
+                    try {
+                        long offset = 0;
+                        ByteBuffer buffer = ByteBuffer.allocate(resultState.getFrameSize());
+                        while (true) {
+                            buffer.clear();
+                            long size = read(offset, buffer);
+                            if (size <= 0) {
+                                break;
+                            } else if (size < buffer.limit()) {
+                                throw new HyracksDataException("Premature end of file - readSize: " + size
+                                        + " buffer limit: " + buffer.limit());
+                            }
+                            offset += size;
+                            buffer.flip();
+                            channel.nextFrame(buffer);
+                        }
+                    } finally {
+                        channel.close();
+                        resultState.getIOManager().close(fileHandle);
+                    }
+                } catch (InterruptedException e) {
+                    throw new RuntimeException(e);
+                } catch (HyracksDataException e) {
+                    throw new RuntimeException(e);
+                }
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info("result reading successful(" + resultState.getResultSetPartitionId() + ")");
+                }
+            }
+        });
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetPartitionWriter.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetPartitionWriter.java
new file mode 100644
index 0000000..f6ae540
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/DatasetPartitionWriter.java
@@ -0,0 +1,148 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.nc.dataset;
+
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionManager;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionWriter;
+import edu.uci.ics.hyracks.api.dataset.Page;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IFileHandle;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.api.partitions.ResultSetPartitionId;
+
+public class DatasetPartitionWriter implements IDatasetPartitionWriter {
+    private static final Logger LOGGER = Logger.getLogger(DatasetPartitionWriter.class.getName());
+
+    private static final String FILE_PREFIX = "result_";
+
+    private final IDatasetPartitionManager manager;
+
+    private final JobId jobId;
+
+    private final ResultSetId resultSetId;
+
+    private final int partition;
+
+    private final DatasetMemoryManager datasetMemoryManager;
+
+    private final ResultSetPartitionId resultSetPartitionId;
+
+    private final ResultState resultState;
+
+    private IFileHandle fileHandle;
+
+    public DatasetPartitionWriter(IHyracksTaskContext ctx, IDatasetPartitionManager manager, JobId jobId,
+            ResultSetId rsId, int partition, DatasetMemoryManager datasetMemoryManager) {
+        this.manager = manager;
+        this.jobId = jobId;
+        this.resultSetId = rsId;
+        this.partition = partition;
+        this.datasetMemoryManager = datasetMemoryManager;
+
+        resultSetPartitionId = new ResultSetPartitionId(jobId, rsId, partition);
+        resultState = new ResultState(resultSetPartitionId, ctx.getIOManager(), ctx.getFrameSize());
+    }
+
+    public ResultState getResultState() {
+        return resultState;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("open(" + partition + ")");
+        }
+        String fName = FILE_PREFIX + String.valueOf(partition);
+        FileReference fRef = manager.getFileFactory().createUnmanagedWorkspaceFile(fName);
+        fileHandle = resultState.getIOManager().open(fRef, IIOManager.FileReadWriteMode.READ_WRITE,
+                IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+        resultState.init(fRef);
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        int srcOffset = 0;
+        Page destPage = resultState.getLastPage();
+
+        while (srcOffset < buffer.limit()) {
+            if ((destPage == null) || (destPage.getBuffer().remaining() <= 0)) {
+                destPage = datasetMemoryManager.requestPage(resultSetPartitionId, this);
+                resultState.addPage(destPage);
+            }
+            int srcLength = Math.min(buffer.limit() - srcOffset, destPage.getBuffer().remaining());
+            destPage.getBuffer().put(buffer.array(), srcOffset, srcLength);
+            srcOffset += srcLength;
+            resultState.incrementSize(srcLength);
+        }
+
+        synchronized (resultState) {
+            resultState.notifyAll();
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        try {
+            manager.reportPartitionFailure(jobId, resultSetId, partition);
+        } catch (HyracksException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("close(" + partition + ")");
+        }
+
+        try {
+            synchronized (resultState) {
+                resultState.setEOS(true);
+                resultState.notifyAll();
+            }
+            manager.reportPartitionWriteCompletion(jobId, resultSetId, partition);
+        } catch (HyracksException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public Page returnPage() throws HyracksDataException {
+        Page page = resultState.removePage(0);
+
+        IIOManager ioManager = resultState.getIOManager();
+
+        // If we do not have any pages to be given back close the write channel since we don't write any more, return null.
+        if (page == null) {
+            ioManager.close(fileHandle);
+            return null;
+        }
+
+        page.getBuffer().flip();
+
+        long delta = ioManager.syncWrite(fileHandle, resultState.getPersistentSize(), page.getBuffer());
+        resultState.incrementPersistentSize(delta);
+        return page;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/ResultState.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/ResultState.java
new file mode 100644
index 0000000..0f1d94c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/dataset/ResultState.java
@@ -0,0 +1,177 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.nc.dataset;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+import edu.uci.ics.hyracks.api.dataflow.state.IStateObject;
+import edu.uci.ics.hyracks.api.dataset.Page;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.api.partitions.ResultSetPartitionId;
+
+public class ResultState implements IStateObject {
+    private final ResultSetPartitionId resultSetPartitionId;
+
+    private final int frameSize;
+
+    private final IIOManager ioManager;
+
+    private final AtomicBoolean eos;
+
+    private final AtomicBoolean readEOS;
+
+    private final List<Page> localPageList;
+
+    private FileReference fileRef;
+
+    private long size;
+
+    private long persistentSize;
+
+    ResultState(ResultSetPartitionId resultSetPartitionId, IIOManager ioManager, int frameSize) {
+        this.resultSetPartitionId = resultSetPartitionId;
+        this.ioManager = ioManager;
+        this.frameSize = frameSize;
+        eos = new AtomicBoolean(false);
+        readEOS = new AtomicBoolean(false);
+        localPageList = new ArrayList<Page>();
+    }
+
+    public synchronized void init(FileReference fileRef) {
+        this.fileRef = fileRef;
+
+        size = 0;
+        persistentSize = 0;
+        notifyAll();
+    }
+
+    public synchronized void deinit() {
+        fileRef.delete();
+    }
+
+    public ResultSetPartitionId getResultSetPartitionId() {
+        return resultSetPartitionId;
+    }
+
+    public int getFrameSize() {
+        return frameSize;
+    }
+
+    public IIOManager getIOManager() {
+        return ioManager;
+    }
+
+    public synchronized void incrementSize(long delta) {
+        size += delta;
+    }
+
+    public synchronized long getSize() {
+        return size;
+    }
+
+    public synchronized void incrementPersistentSize(long delta) {
+        persistentSize += delta;
+    }
+
+    public synchronized long getPersistentSize() {
+        return persistentSize;
+    }
+
+    public void setEOS(boolean eos) {
+        this.eos.set(eos);
+    }
+
+    public boolean getEOS() {
+        return eos.get();
+    }
+
+    public boolean getReadEOS() {
+        return readEOS.get();
+    }
+
+    public synchronized void addPage(Page page) {
+        localPageList.add(page);
+    }
+
+    public synchronized Page removePage(int index) {
+        Page page = null;
+        if (!localPageList.isEmpty()) {
+            page = localPageList.remove(index);
+        }
+        return page;
+    }
+
+    public synchronized Page getPage(int index) {
+        Page page = null;
+        if (!localPageList.isEmpty()) {
+            page = localPageList.get(index);
+        }
+        return page;
+    }
+
+    public synchronized Page getLastPage() {
+        Page page = null;
+        if (!localPageList.isEmpty()) {
+            page = localPageList.get(localPageList.size() - 1);
+        }
+        return page;
+    }
+
+    public synchronized Page getFirstPage() {
+        Page page = null;
+        if (!localPageList.isEmpty()) {
+            page = localPageList.get(0);
+        }
+        return page;
+    }
+
+    public synchronized FileReference getValidFileReference() throws InterruptedException {
+        while (fileRef == null)
+            wait();
+        return fileRef;
+    }
+
+    @Override
+    public JobId getJobId() {
+        return resultSetPartitionId.getJobId();
+    }
+
+    @Override
+    public Object getId() {
+        return resultSetPartitionId;
+    }
+
+    @Override
+    public long getMemoryOccupancy() {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public void toBytes(DataOutput out) throws IOException {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public void fromBytes(DataInput in) throws IOException {
+        throw new UnsupportedOperationException();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/DatasetNetworkManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/DatasetNetworkManager.java
new file mode 100644
index 0000000..5b8b333
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/DatasetNetworkManager.java
@@ -0,0 +1,127 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.control.nc.net;
+
+import java.io.IOException;
+import java.net.InetAddress;
+import java.net.InetSocketAddress;
+import java.net.SocketAddress;
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionManager;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.comm.channels.IChannelConnectionFactory;
+import edu.uci.ics.hyracks.comm.channels.NetworkOutputChannel;
+import edu.uci.ics.hyracks.net.buffers.ICloseableBufferAcceptor;
+import edu.uci.ics.hyracks.net.exceptions.NetException;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.IChannelOpenListener;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.MultiplexedConnection;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.MuxDemux;
+import edu.uci.ics.hyracks.net.protocols.muxdemux.MuxDemuxPerformanceCounters;
+
+public class DatasetNetworkManager implements IChannelConnectionFactory {
+    private static final Logger LOGGER = Logger.getLogger(DatasetNetworkManager.class.getName());
+
+    private static final int MAX_CONNECTION_ATTEMPTS = 5;
+
+    static final int INITIAL_MESSAGE_SIZE = 20;
+
+    private final IDatasetPartitionManager partitionManager;
+
+    private final MuxDemux md;
+
+    private NetworkAddress networkAddress;
+
+    public DatasetNetworkManager(InetAddress inetAddress, IDatasetPartitionManager partitionManager, int nThreads)
+            throws IOException {
+        this.partitionManager = partitionManager;
+        md = new MuxDemux(new InetSocketAddress(inetAddress, 0), new ChannelOpenListener(), nThreads,
+                MAX_CONNECTION_ATTEMPTS);
+    }
+
+    public void start() throws IOException {
+        md.start();
+        InetSocketAddress sockAddr = md.getLocalAddress();
+        networkAddress = new NetworkAddress(sockAddr.getAddress().getAddress(), sockAddr.getPort());
+    }
+
+    public NetworkAddress getNetworkAddress() {
+        return networkAddress;
+    }
+
+    public void stop() {
+
+    }
+
+    public ChannelControlBlock connect(SocketAddress remoteAddress) throws InterruptedException, NetException {
+        MultiplexedConnection mConn = md.connect((InetSocketAddress) remoteAddress);
+        return mConn.openChannel();
+    }
+
+    private class ChannelOpenListener implements IChannelOpenListener {
+        @Override
+        public void channelOpened(ChannelControlBlock channel) {
+            channel.getReadInterface().setFullBufferAcceptor(new InitialBufferAcceptor(channel));
+            channel.getReadInterface().getEmptyBufferAcceptor().accept(ByteBuffer.allocate(INITIAL_MESSAGE_SIZE));
+        }
+    }
+
+    private class InitialBufferAcceptor implements ICloseableBufferAcceptor {
+        private final ChannelControlBlock ccb;
+
+        private NetworkOutputChannel noc;
+
+        public InitialBufferAcceptor(ChannelControlBlock ccb) {
+            this.ccb = ccb;
+        }
+
+        @Override
+        public void accept(ByteBuffer buffer) {
+            JobId jobId = new JobId(buffer.getLong());
+            int partition = buffer.getInt();
+            if (LOGGER.isLoggable(Level.FINE)) {
+                LOGGER.fine("Received initial dataset partition read request for JobId: " + jobId + " partition: "
+                        + partition + " on channel: " + ccb);
+            }
+            noc = new NetworkOutputChannel(ccb, 1);
+            try {
+                partitionManager.initializeDatasetPartitionReader(jobId, partition, noc);
+            } catch (HyracksException e) {
+                noc.abort();
+            }
+        }
+
+        @Override
+        public void close() {
+
+        }
+
+        @Override
+        public void error(int ecode) {
+            if (noc != null) {
+                noc.abort();
+            }
+        }
+    }
+
+    public MuxDemuxPerformanceCounters getPerformanceCounters() {
+        return md.getPerformanceCounters();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkInputChannel.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkInputChannel.java
deleted file mode 100644
index 1d5af84..0000000
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkInputChannel.java
+++ /dev/null
@@ -1,141 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.control.nc.net;
-
-import java.net.SocketAddress;
-import java.nio.ByteBuffer;
-import java.util.ArrayDeque;
-import java.util.Queue;
-import java.util.logging.Level;
-import java.util.logging.Logger;
-
-import edu.uci.ics.hyracks.api.channels.IInputChannel;
-import edu.uci.ics.hyracks.api.channels.IInputChannelMonitor;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.partitions.PartitionId;
-import edu.uci.ics.hyracks.net.buffers.IBufferAcceptor;
-import edu.uci.ics.hyracks.net.buffers.ICloseableBufferAcceptor;
-import edu.uci.ics.hyracks.net.protocols.muxdemux.ChannelControlBlock;
-
-public class NetworkInputChannel implements IInputChannel {
-    private static final Logger LOGGER = Logger.getLogger(NetworkInputChannel.class.getName());
-
-    private final NetworkManager netManager;
-
-    private final SocketAddress remoteAddress;
-
-    private final PartitionId partitionId;
-
-    private final Queue<ByteBuffer> fullQueue;
-
-    private final int nBuffers;
-
-    private ChannelControlBlock ccb;
-
-    private IInputChannelMonitor monitor;
-
-    private Object attachment;
-
-    public NetworkInputChannel(NetworkManager netManager, SocketAddress remoteAddress, PartitionId partitionId,
-            int nBuffers) {
-        this.netManager = netManager;
-        this.remoteAddress = remoteAddress;
-        this.partitionId = partitionId;
-        fullQueue = new ArrayDeque<ByteBuffer>(nBuffers);
-        this.nBuffers = nBuffers;
-    }
-
-    @Override
-    public void registerMonitor(IInputChannelMonitor monitor) {
-        this.monitor = monitor;
-    }
-
-    @Override
-    public void setAttachment(Object attachment) {
-        this.attachment = attachment;
-    }
-
-    @Override
-    public Object getAttachment() {
-        return attachment;
-    }
-
-    @Override
-    public synchronized ByteBuffer getNextBuffer() {
-        return fullQueue.poll();
-    }
-
-    @Override
-    public void recycleBuffer(ByteBuffer buffer) {
-        buffer.clear();
-        ccb.getReadInterface().getEmptyBufferAcceptor().accept(buffer);
-    }
-
-    @Override
-    public void open(IHyracksTaskContext ctx) throws HyracksDataException {
-        try {
-            ccb = netManager.connect(remoteAddress);
-        } catch (Exception e) {
-            throw new HyracksDataException(e);
-        }
-        ccb.getReadInterface().setFullBufferAcceptor(new ReadFullBufferAcceptor());
-        ccb.getWriteInterface().setEmptyBufferAcceptor(new WriteEmptyBufferAcceptor());
-        for (int i = 0; i < nBuffers; ++i) {
-            ccb.getReadInterface().getEmptyBufferAcceptor().accept(ctx.allocateFrame());
-        }
-        ByteBuffer writeBuffer = ByteBuffer.allocate(NetworkManager.INITIAL_MESSAGE_SIZE);
-        writeBuffer.putLong(partitionId.getJobId().getId());
-        writeBuffer.putInt(partitionId.getConnectorDescriptorId().getId());
-        writeBuffer.putInt(partitionId.getSenderIndex());
-        writeBuffer.putInt(partitionId.getReceiverIndex());
-        writeBuffer.flip();
-        if (LOGGER.isLoggable(Level.FINE)) {
-            LOGGER.fine("Sending partition request: " + partitionId + " on channel: " + ccb);
-        }
-        ccb.getWriteInterface().getFullBufferAcceptor().accept(writeBuffer);
-        ccb.getWriteInterface().getFullBufferAcceptor().close();
-    }
-
-    @Override
-    public void close() throws HyracksDataException {
-
-    }
-
-    private class ReadFullBufferAcceptor implements ICloseableBufferAcceptor {
-        @Override
-        public void accept(ByteBuffer buffer) {
-            fullQueue.add(buffer);
-            monitor.notifyDataAvailability(NetworkInputChannel.this, 1);
-        }
-
-        @Override
-        public void close() {
-            monitor.notifyEndOfStream(NetworkInputChannel.this);
-        }
-
-        @Override
-        public void error(int ecode) {
-            monitor.notifyFailure(NetworkInputChannel.this);
-        }
-    }
-
-    private class WriteEmptyBufferAcceptor implements IBufferAcceptor {
-        @Override
-        public void accept(ByteBuffer buffer) {
-            // do nothing
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkManager.java
index b805595..c8e4e94 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkManager.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkManager.java
@@ -27,6 +27,8 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.partitions.PartitionId;
+import edu.uci.ics.hyracks.comm.channels.IChannelConnectionFactory;
+import edu.uci.ics.hyracks.comm.channels.NetworkOutputChannel;
 import edu.uci.ics.hyracks.control.nc.partitions.PartitionManager;
 import edu.uci.ics.hyracks.net.buffers.ICloseableBufferAcceptor;
 import edu.uci.ics.hyracks.net.exceptions.NetException;
@@ -36,7 +38,7 @@
 import edu.uci.ics.hyracks.net.protocols.muxdemux.MuxDemux;
 import edu.uci.ics.hyracks.net.protocols.muxdemux.MuxDemuxPerformanceCounters;
 
-public class NetworkManager {
+public class NetworkManager implements IChannelConnectionFactory {
     private static final Logger LOGGER = Logger.getLogger(NetworkManager.class.getName());
 
     private static final int MAX_CONNECTION_ATTEMPTS = 5;
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkOutputChannel.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkOutputChannel.java
deleted file mode 100644
index 9024e18..0000000
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/net/NetworkOutputChannel.java
+++ /dev/null
@@ -1,107 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.control.nc.net;
-
-import java.nio.ByteBuffer;
-import java.util.ArrayDeque;
-import java.util.Deque;
-
-import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.net.buffers.IBufferAcceptor;
-import edu.uci.ics.hyracks.net.protocols.muxdemux.ChannelControlBlock;
-
-public class NetworkOutputChannel implements IFrameWriter {
-    private final ChannelControlBlock ccb;
-
-    private final int nBuffers;
-
-    private final Deque<ByteBuffer> emptyStack;
-
-    private boolean aborted;
-
-    public NetworkOutputChannel(ChannelControlBlock ccb, int nBuffers) {
-        this.ccb = ccb;
-        this.nBuffers = nBuffers;
-        emptyStack = new ArrayDeque<ByteBuffer>(nBuffers);
-        ccb.getWriteInterface().setEmptyBufferAcceptor(new WriteEmptyBufferAcceptor());
-    }
-
-    public void setTaskContext(IHyracksTaskContext ctx) {
-        for (int i = 0; i < nBuffers; ++i) {
-            emptyStack.push(ByteBuffer.allocateDirect(ctx.getFrameSize()));
-        }
-    }
-
-    @Override
-    public void open() throws HyracksDataException {
-    }
-
-    @Override
-    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-        ByteBuffer destBuffer = null;
-        synchronized (this) {
-            while (true) {
-                if (aborted) {
-                    throw new HyracksDataException("Connection has been aborted");
-                }
-                destBuffer = emptyStack.poll();
-                if (destBuffer != null) {
-                    break;
-                }
-                try {
-                    wait();
-                } catch (InterruptedException e) {
-                    throw new HyracksDataException(e);
-                }
-            }
-        }
-        buffer.position(0);
-        buffer.limit(destBuffer.capacity());
-        destBuffer.clear();
-        destBuffer.put(buffer);
-        destBuffer.flip();
-        ccb.getWriteInterface().getFullBufferAcceptor().accept(destBuffer);
-    }
-
-    @Override
-    public void fail() throws HyracksDataException {
-        ccb.getWriteInterface().getFullBufferAcceptor().error(1);
-    }
-
-    @Override
-    public void close() throws HyracksDataException {
-        ccb.getWriteInterface().getFullBufferAcceptor().close();
-    }
-
-    void abort() {
-        ccb.getWriteInterface().getFullBufferAcceptor().error(1);
-        synchronized (NetworkOutputChannel.this) {
-            aborted = true;
-            NetworkOutputChannel.this.notifyAll();
-        }
-    }
-
-    private class WriteEmptyBufferAcceptor implements IBufferAcceptor {
-        @Override
-        public void accept(ByteBuffer buffer) {
-            synchronized (NetworkOutputChannel.this) {
-                emptyStack.push(buffer);
-                NetworkOutputChannel.this.notifyAll();
-            }
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/partitions/MaterializedPartitionInputChannel.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/partitions/MaterializedPartitionInputChannel.java
index 16e31f7..ba6e6c3 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/partitions/MaterializedPartitionInputChannel.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/partitions/MaterializedPartitionInputChannel.java
@@ -21,7 +21,7 @@
 import edu.uci.ics.hyracks.api.channels.IInputChannel;
 import edu.uci.ics.hyracks.api.channels.IInputChannelMonitor;
 import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.partitions.IPartition;
 import edu.uci.ics.hyracks.api.partitions.PartitionId;
@@ -82,7 +82,7 @@
     }
 
     @Override
-    public void open(IHyracksTaskContext ctx) throws HyracksDataException {
+    public void open(IHyracksCommonContext ctx) throws HyracksDataException {
         for (int i = 0; i < nBuffers; ++i) {
             emptyQueue.add(ctx.allocateFrame());
         }
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/partitions/PartitionManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/partitions/PartitionManager.java
index 45c091a..ea88a75 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/partitions/PartitionManager.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/partitions/PartitionManager.java
@@ -28,12 +28,12 @@
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.partitions.IPartition;
 import edu.uci.ics.hyracks.api.partitions.PartitionId;
+import edu.uci.ics.hyracks.comm.channels.NetworkOutputChannel;
 import edu.uci.ics.hyracks.control.common.job.PartitionDescriptor;
 import edu.uci.ics.hyracks.control.common.job.PartitionState;
 import edu.uci.ics.hyracks.control.nc.NodeControllerService;
 import edu.uci.ics.hyracks.control.nc.io.IOManager;
 import edu.uci.ics.hyracks.control.nc.io.WorkspaceFileFactory;
-import edu.uci.ics.hyracks.control.nc.net.NetworkOutputChannel;
 import edu.uci.ics.hyracks.control.nc.resources.DefaultDeallocatableRegistry;
 
 public class PartitionManager {
@@ -98,7 +98,7 @@
         List<IPartition> pList = partitionMap.get(partitionId);
         if (pList != null && !pList.isEmpty()) {
             IPartition partition = pList.get(0);
-            writer.setTaskContext(partition.getTaskContext());
+            writer.setFrameSize(partition.getTaskContext().getFrameSize());
             partition.writeTo(writer);
             if (!partition.isReusable()) {
                 partitionMap.remove(partitionId);
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/ApplicationMessageWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/ApplicationMessageWork.java
index deb1b75..a1499b8 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/ApplicationMessageWork.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/ApplicationMessageWork.java
@@ -19,35 +19,31 @@
 import java.util.logging.Logger;
 
 import edu.uci.ics.hyracks.api.messages.IMessage;
+import edu.uci.ics.hyracks.api.util.JavaSerializationUtils;
 import edu.uci.ics.hyracks.control.common.work.AbstractWork;
 import edu.uci.ics.hyracks.control.nc.NodeControllerService;
 import edu.uci.ics.hyracks.control.nc.application.NCApplicationContext;
 
 /**
  * @author rico
- * 
  */
 public class ApplicationMessageWork extends AbstractWork {
-
     private static final Logger LOGGER = Logger.getLogger(ApplicationMessageWork.class.getName());
     private byte[] message;
     private String nodeId;
     private NodeControllerService ncs;
-    private String appName;
 
-    public ApplicationMessageWork(NodeControllerService ncs, byte[] message, String appName, String nodeId) {
+    public ApplicationMessageWork(NodeControllerService ncs, byte[] message, String nodeId) {
         this.ncs = ncs;
         this.nodeId = nodeId;
         this.message = message;
-        this.appName = appName;
     }
 
     @Override
     public void run() {
-
-        NCApplicationContext ctx = ncs.getApplications().get(appName);
+        NCApplicationContext ctx = ncs.getApplicationContext();
         try {
-            IMessage data = (IMessage) ctx.deserialize(message);
+            IMessage data = (IMessage) JavaSerializationUtils.deserialize(message);
             if (ctx.getMessageBroker() != null) {
                 ctx.getMessageBroker().receivedMessage(data, nodeId);
             } else {
@@ -64,5 +60,4 @@
     public String toString() {
         return "nodeID: " + nodeId;
     }
-
-}
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/CreateApplicationWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/CreateApplicationWork.java
deleted file mode 100644
index 6eb1a95..0000000
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/CreateApplicationWork.java
+++ /dev/null
@@ -1,88 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.control.nc.work;
-
-import java.io.InputStream;
-import java.io.OutputStream;
-import java.io.Serializable;
-import java.util.Map;
-
-import org.apache.commons.io.IOUtils;
-import org.apache.http.HttpResponse;
-import org.apache.http.client.HttpClient;
-import org.apache.http.client.methods.HttpGet;
-import org.apache.http.impl.client.DefaultHttpClient;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.control.common.application.ApplicationStatus;
-import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
-import edu.uci.ics.hyracks.control.common.controllers.NodeParameters;
-import edu.uci.ics.hyracks.control.common.work.AbstractWork;
-import edu.uci.ics.hyracks.control.nc.NodeControllerService;
-import edu.uci.ics.hyracks.control.nc.application.NCApplicationContext;
-
-public class CreateApplicationWork extends AbstractWork {
-    private final NodeControllerService ncs;
-
-    private final String appName;
-
-    private final boolean deployHar;
-
-    private final byte[] serializedDistributedState;
-
-    public CreateApplicationWork(NodeControllerService ncs, String appName, boolean deployHar,
-            byte[] serializedDistributedState) {
-        this.ncs = ncs;
-        this.appName = appName;
-        this.deployHar = deployHar;
-        this.serializedDistributedState = serializedDistributedState;
-    }
-
-    @Override
-    public void run() {
-        try {
-            NCApplicationContext appCtx;
-            Map<String, NCApplicationContext> applications = ncs.getApplications();
-            if (applications.containsKey(appName)) {
-                throw new HyracksException("Duplicate application with name: " + appName + " being created.");
-            }
-            appCtx = new NCApplicationContext(ncs.getServerContext(), ncs.getRootContext(), appName, ncs.getId());
-            applications.put(appName, appCtx);
-            if (deployHar) {
-                NCConfig ncConfig = ncs.getConfiguration();
-                NodeParameters nodeParameters = ncs.getNodeParameters();
-                HttpClient hc = new DefaultHttpClient();
-                HttpGet get = new HttpGet("http://" + ncConfig.ccHost + ":"
-                        + nodeParameters.getClusterControllerInfo().getWebPort() + "/applications/" + appName);
-                HttpResponse response = hc.execute(get);
-                InputStream is = response.getEntity().getContent();
-                OutputStream os = appCtx.getHarOutputStream();
-                try {
-                    IOUtils.copyLarge(is, os);
-                } finally {
-                    os.close();
-                    is.close();
-                }
-            }
-            appCtx.initializeClassPath();
-            appCtx.setDistributedState((Serializable) appCtx.deserialize(serializedDistributedState));
-            appCtx.initialize();
-            ncs.getClusterController()
-                    .notifyApplicationStateChange(ncs.getId(), appName, ApplicationStatus.INITIALIZED);
-        } catch (Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/DestroyApplicationWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/DestroyApplicationWork.java
deleted file mode 100644
index b104ce8..0000000
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/DestroyApplicationWork.java
+++ /dev/null
@@ -1,49 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.control.nc.work;
-
-import java.util.Map;
-
-import edu.uci.ics.hyracks.control.common.application.ApplicationContext;
-import edu.uci.ics.hyracks.control.common.application.ApplicationStatus;
-import edu.uci.ics.hyracks.control.common.work.AbstractWork;
-import edu.uci.ics.hyracks.control.nc.NodeControllerService;
-import edu.uci.ics.hyracks.control.nc.application.NCApplicationContext;
-
-public class DestroyApplicationWork extends AbstractWork {
-    private final NodeControllerService ncs;
-
-    private final String appName;
-
-    public DestroyApplicationWork(NodeControllerService ncs, String appName) {
-        this.ncs = ncs;
-        this.appName = appName;
-    }
-
-    @Override
-    public void run() {
-        try {
-            Map<String, NCApplicationContext> applications = ncs.getApplications();
-            ApplicationContext appCtx = applications.remove(appName);
-            if (appCtx != null) {
-                appCtx.deinitialize();
-            }
-            ncs.getClusterController().notifyApplicationStateChange(ncs.getId(), appName,
-                    ApplicationStatus.DEINITIALIZED);
-        } catch (Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/ReportPartitionAvailabilityWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/ReportPartitionAvailabilityWork.java
index bb9669d..7ed9d11 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/ReportPartitionAvailabilityWork.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/ReportPartitionAvailabilityWork.java
@@ -22,10 +22,10 @@
 import edu.uci.ics.hyracks.api.comm.PartitionChannel;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.partitions.PartitionId;
+import edu.uci.ics.hyracks.comm.channels.NetworkInputChannel;
 import edu.uci.ics.hyracks.control.common.work.AbstractWork;
 import edu.uci.ics.hyracks.control.nc.Joblet;
 import edu.uci.ics.hyracks.control.nc.NodeControllerService;
-import edu.uci.ics.hyracks.control.nc.net.NetworkInputChannel;
 
 public class ReportPartitionAvailabilityWork extends AbstractWork {
     private final NodeControllerService ncs;
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/StartTasksWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/StartTasksWork.java
index 0c0fa3d..fffecc2 100644
--- a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/StartTasksWork.java
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/edu/uci/ics/hyracks/control/nc/work/StartTasksWork.java
@@ -42,6 +42,7 @@
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.partitions.PartitionId;
+import edu.uci.ics.hyracks.api.util.JavaSerializationUtils;
 import edu.uci.ics.hyracks.control.common.job.TaskAttemptDescriptor;
 import edu.uci.ics.hyracks.control.common.work.AbstractWork;
 import edu.uci.ics.hyracks.control.nc.Joblet;
@@ -59,8 +60,6 @@
 
     private final NodeControllerService ncs;
 
-    private final String appName;
-
     private final JobId jobId;
 
     private final byte[] acgBytes;
@@ -71,11 +70,10 @@
 
     private final EnumSet<JobFlag> flags;
 
-    public StartTasksWork(NodeControllerService ncs, String appName, JobId jobId, byte[] acgBytes,
+    public StartTasksWork(NodeControllerService ncs, JobId jobId, byte[] acgBytes,
             List<TaskAttemptDescriptor> taskDescriptors,
             Map<ConnectorDescriptorId, IConnectorPolicy> connectorPoliciesMap, EnumSet<JobFlag> flags) {
         this.ncs = ncs;
-        this.appName = appName;
         this.jobId = jobId;
         this.acgBytes = acgBytes;
         this.taskDescriptors = taskDescriptors;
@@ -86,10 +84,9 @@
     @Override
     public void run() {
         try {
-            Map<String, NCApplicationContext> applications = ncs.getApplications();
-            NCApplicationContext appCtx = applications.get(appName);
+            NCApplicationContext appCtx = ncs.getApplicationContext();
             final Joblet joblet = getOrCreateLocalJoblet(jobId, appCtx, acgBytes == null ? null
-                    : (ActivityClusterGraph) appCtx.deserialize(acgBytes));
+                    : (ActivityClusterGraph) JavaSerializationUtils.deserialize(acgBytes));
             final ActivityClusterGraph acg = joblet.getActivityClusterGraph();
 
             IRecordDescriptorProvider rdp = new IRecordDescriptorProvider() {
diff --git a/hyracks/hyracks-control/pom.xml b/hyracks/hyracks-control/pom.xml
index 13ebf41..e1ab98d 100644
--- a/hyracks/hyracks-control/pom.xml
+++ b/hyracks/hyracks-control/pom.xml
@@ -7,7 +7,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <modules>
diff --git a/hyracks/hyracks-data/hyracks-data-std/pom.xml b/hyracks/hyracks-data/hyracks-data-std/pom.xml
index 3f051f9..fe53083 100644
--- a/hyracks/hyracks-data/hyracks-data-std/pom.xml
+++ b/hyracks/hyracks-data/hyracks-data-std/pom.xml
@@ -6,7 +6,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-data</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -16,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -26,7 +27,7 @@
   <dependency>
   	<groupId>edu.uci.ics.hyracks</groupId>
   	<artifactId>hyracks-api</artifactId>
-  	<version>0.2.3-SNAPSHOT</version>
+  	<version>0.2.4-SNAPSHOT</version>
   </dependency>
   </dependencies>
 </project>
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/accessors/MurmurHash3BinaryHashFunctionFamily.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/accessors/MurmurHash3BinaryHashFunctionFamily.java
new file mode 100644
index 0000000..8f2e32c
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/accessors/MurmurHash3BinaryHashFunctionFamily.java
@@ -0,0 +1,61 @@
+package edu.uci.ics.hyracks.data.std.accessors;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+
+public class MurmurHash3BinaryHashFunctionFamily implements IBinaryHashFunctionFamily {
+    private static final long serialVersionUID = 1L;
+
+    private static final int C1 = 0xcc9e2d51;
+    private static final int C2 = 0x1b873593;
+    private static final int C3 = 5;
+    private static final int C4 = 0xe6546b64;
+    private static final int C5 = 0x85ebca6b;
+    private static final int C6 = 0xc2b2ae35;
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction(final int seed) {
+        return new IBinaryHashFunction() {
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                int h = seed;
+                int p = offset;
+                int remain = length;
+                while (remain > 4) {
+                    int k = ((int) bytes[p]) | (((int) bytes[p + 1]) << 8) | (((int) bytes[p + 2]) << 16)
+                            | (((int) bytes[p + 3]) << 24);
+                    k *= C1;
+                    k = Integer.rotateLeft(k, 15);
+                    k *= C2;
+                    h ^= k;
+                    h = Integer.rotateLeft(h, 13);
+                    h = h * C3 + C4;
+                    p += 4;
+                    remain -= 4;
+                }
+                int k = 0;
+                switch (remain) {
+                    case 3:
+                        k = bytes[p++];
+                    case 2:
+                        k = (k << 8) | bytes[p++];
+                    case 1:
+                        k = (k << 8) | bytes[p++];
+                        k *= C1;
+                        k = Integer.rotateLeft(k, 15);
+                        k *= C2;
+                        h ^= k;
+                        h = Integer.rotateLeft(h, 13);
+                        h = h * C3 + C4;
+                }
+                h ^= length;
+                h ^= (h >>> 16);
+                h *= C5;
+                h ^= (h >>> 13);
+                h *= C6;
+                h ^= (h >>> 16);
+                return h;
+            }
+        };
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/primitive/DoublePointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/primitive/DoublePointable.java
index 5267086..543031d 100644
--- a/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/primitive/DoublePointable.java
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/primitive/DoublePointable.java
@@ -23,6 +23,17 @@
 import edu.uci.ics.hyracks.data.std.api.IPointableFactory;
 
 public final class DoublePointable extends AbstractPointable implements IHashable, IComparable, INumeric {
+	private final static double machineEpsilon;
+	static {
+		float epsilon = 1.0f;
+
+        do {
+           epsilon /= 2.0f;
+        }
+        while ((float)(1.0 + (epsilon/2.0)) != 1.0);
+        machineEpsilon = epsilon;
+	}
+	
     public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
         private static final long serialVersionUID = 1L;
 
@@ -134,4 +145,8 @@
     public double doubleValue() {
         return getDouble();
     }
+
+	public static double getEpsilon() {
+		return machineEpsilon;
+	}
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/util/ByteArrayAccessibleOutputStream.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/util/ByteArrayAccessibleOutputStream.java
index 8508287..c0ba163 100644
--- a/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/util/ByteArrayAccessibleOutputStream.java
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/edu/uci/ics/hyracks/data/std/util/ByteArrayAccessibleOutputStream.java
@@ -21,6 +21,14 @@
 public class ByteArrayAccessibleOutputStream extends ByteArrayOutputStream {
     private static final Logger LOGGER = Logger.getLogger(ByteArrayAccessibleOutputStream.class.getName());
 
+    public ByteArrayAccessibleOutputStream() {
+        super();
+    }
+
+    public ByteArrayAccessibleOutputStream(int size) {
+        super(size);
+    }
+
     public byte[] getByteArray() {
         return buf;
     }
diff --git a/hyracks/hyracks-data/pom.xml b/hyracks/hyracks-data/pom.xml
index db4d8e9..45460cab 100644
--- a/hyracks/hyracks-data/pom.xml
+++ b/hyracks/hyracks-data/pom.xml
@@ -7,7 +7,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <modules>
diff --git a/hyracks/hyracks-dataflow-common/pom.xml b/hyracks/hyracks-dataflow-common/pom.xml
index a0ffb66..c66d10e 100644
--- a/hyracks/hyracks-dataflow-common/pom.xml
+++ b/hyracks/hyracks-dataflow-common/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -15,8 +15,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -25,14 +26,14 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-data-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   	</dependency>
   </dependencies>
 </project>
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/comm/io/FrameOutputStream.java b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/comm/io/FrameOutputStream.java
new file mode 100644
index 0000000..07f6ba2
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/comm/io/FrameOutputStream.java
@@ -0,0 +1,54 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.dataflow.common.comm.io;
+
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.data.std.util.ByteArrayAccessibleOutputStream;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+
+public class FrameOutputStream extends ByteArrayAccessibleOutputStream {
+    private static final Logger LOGGER = Logger.getLogger(FrameOutputStream.class.getName());
+
+    private final FrameTupleAppender frameTupleAppender;
+
+    public FrameOutputStream(int frameSize) {
+        super(frameSize);
+        this.frameTupleAppender = new FrameTupleAppender(frameSize);
+    }
+
+    public void reset(ByteBuffer buffer, boolean clear) {
+        frameTupleAppender.reset(buffer, clear);
+    }
+
+    public int getTupleCount() {
+        int tupleCount = frameTupleAppender.getTupleCount();
+        if (LOGGER.isLoggable(Level.FINEST)) {
+            LOGGER.finest("appendTuple(): tuple count: " + tupleCount);
+        }
+        return tupleCount;
+    }
+
+    public boolean appendTuple() {
+        if (LOGGER.isLoggable(Level.FINEST)) {
+            LOGGER.finest("appendTuple(): tuple size: " + count);
+        }
+        boolean appended = frameTupleAppender.append(buf, 0, count);
+        count = 0;
+        return appended;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/comm/io/ResultFrameTupleAccessor.java b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/comm/io/ResultFrameTupleAccessor.java
new file mode 100644
index 0000000..915a436
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/comm/io/ResultFrameTupleAccessor.java
@@ -0,0 +1,97 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.dataflow.common.comm.io;
+
+import java.io.DataInputStream;
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.comm.FrameHelper;
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public class ResultFrameTupleAccessor implements IFrameTupleAccessor {
+
+    private final int frameSize;
+    private ByteBuffer buffer;
+
+    public ResultFrameTupleAccessor(int frameSize) {
+        this.frameSize = frameSize;
+    }
+
+    @Override
+    public void reset(ByteBuffer buffer) {
+        this.buffer = buffer;
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    @Override
+    public int getTupleCount() {
+        return buffer.getInt(FrameHelper.getTupleCountOffset(frameSize));
+    }
+
+    @Override
+    public int getTupleStartOffset(int tupleIndex) {
+        return tupleIndex == 0 ? 0 : buffer.getInt(FrameHelper.getTupleCountOffset(frameSize) - 4 * tupleIndex);
+    }
+
+    @Override
+    public int getTupleEndOffset(int tupleIndex) {
+        return buffer.getInt(FrameHelper.getTupleCountOffset(frameSize) - 4 * (tupleIndex + 1));
+    }
+
+    @Override
+    public int getFieldStartOffset(int tupleIndex, int fIdx) {
+        return fIdx == 0 ? 0 : buffer.getInt(getTupleStartOffset(tupleIndex) + (fIdx - 1) * 4);
+    }
+
+    @Override
+    public int getFieldEndOffset(int tupleIndex, int fIdx) {
+        return buffer.getInt(getTupleStartOffset(tupleIndex) + fIdx * 4);
+    }
+
+    @Override
+    public int getFieldLength(int tupleIndex, int fIdx) {
+        return getFieldEndOffset(tupleIndex, fIdx) - getFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getFieldSlotsLength() {
+        return getFieldCount() * 4;
+    }
+
+    public void prettyPrint() {
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream dis = new DataInputStream(bbis);
+        int tc = getTupleCount();
+        System.err.println("TC: " + tc);
+        for (int i = 0; i < tc; ++i) {
+            System.err.print(i + ":(" + getTupleStartOffset(i) + ", " + getTupleEndOffset(i) + ")[");
+
+            bbis.setByteBuffer(buffer, getTupleStartOffset(i));
+            System.err.print(dis);
+
+            System.err.println("]");
+        }
+    }
+
+    @Override
+    public int getFieldCount() {
+        return 1;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/data/marshalling/ShortSerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/data/marshalling/ShortSerializerDeserializer.java
new file mode 100644
index 0000000..15384b3
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/data/marshalling/ShortSerializerDeserializer.java
@@ -0,0 +1,58 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public class ShortSerializerDeserializer implements ISerializerDeserializer<Short> {
+    private static final long serialVersionUID = 1L;
+
+    public static final ShortSerializerDeserializer INSTANCE = new ShortSerializerDeserializer();
+
+    private ShortSerializerDeserializer() {
+    }
+
+    @Override
+    public Short deserialize(DataInput in) throws HyracksDataException {
+        try {
+            return in.readShort();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void serialize(Short instance, DataOutput out) throws HyracksDataException {
+        try {
+            out.writeShort(instance.intValue());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public static short getShort(byte[] bytes, int offset) {
+        return (short) (((bytes[offset] & 0xff) << 8) + ((bytes[offset + 1] & 0xff)));
+    }
+
+    public static void putShort(int val, byte[] bytes, int offset) {
+        bytes[offset] = (byte) ((val >>> 8) & 0xFF);
+        bytes[offset + 1] = (byte) ((val >>> 0) & 0xFF);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFamily.java b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFamily.java
index 51645c4..ec3c2be 100644
--- a/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFamily.java
+++ b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFamily.java
@@ -52,10 +52,10 @@
                     h += fh;
                 }
                 if (h < 0) {
-                    h = -h;
+                    h = -(h+1);
                 }
                 return h % nParts;
             }
         };
     }
-}
\ No newline at end of file
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/util/SerdeUtils.java b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/util/SerdeUtils.java
index 00575f4..9dafa83 100644
--- a/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/util/SerdeUtils.java
+++ b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/util/SerdeUtils.java
@@ -25,43 +25,45 @@
 import edu.uci.ics.hyracks.data.std.primitive.FloatPointable;
 import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
 import edu.uci.ics.hyracks.data.std.primitive.LongPointable;
+import edu.uci.ics.hyracks.data.std.primitive.ShortPointable;
 import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.BooleanSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.Integer64SerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.ShortSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 
 @SuppressWarnings("rawtypes")
 public class SerdeUtils {
-	public static class PayloadTypeTraits implements ITypeTraits {
-		private static final long serialVersionUID = 1L;
-		final int payloadSize;
-		
-		public PayloadTypeTraits(int payloadSize) {
-			this.payloadSize = payloadSize;
-		}
-		
-		@Override
-		public boolean isFixedLength() {
-			return true;
-		}
+    public static class PayloadTypeTraits implements ITypeTraits {
+        private static final long serialVersionUID = 1L;
+        final int payloadSize;
 
-		@Override
-		public int getFixedLength() {
-			return payloadSize;
-		}
-	}
-	
-	public static ITypeTraits[] serdesToTypeTraits(ISerializerDeserializer[] serdes) {
+        public PayloadTypeTraits(int payloadSize) {
+            this.payloadSize = payloadSize;
+        }
+
+        @Override
+        public boolean isFixedLength() {
+            return true;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return payloadSize;
+        }
+    }
+
+    public static ITypeTraits[] serdesToTypeTraits(ISerializerDeserializer[] serdes) {
         ITypeTraits[] typeTraits = new ITypeTraits[serdes.length];
         for (int i = 0; i < serdes.length; i++) {
             typeTraits[i] = serdeToTypeTrait(serdes[i]);
         }
         return typeTraits;
     }
-    
+
     public static ITypeTraits[] serdesToTypeTraits(ISerializerDeserializer[] serdes, int payloadSize) {
         ITypeTraits[] typeTraits = new ITypeTraits[serdes.length + 1];
         for (int i = 0; i < serdes.length; i++) {
@@ -72,6 +74,9 @@
     }
 
     public static ITypeTraits serdeToTypeTrait(ISerializerDeserializer serde) {
+        if (serde instanceof ShortSerializerDeserializer) {
+            return ShortPointable.TYPE_TRAITS;
+        }
         if (serde instanceof IntegerSerializerDeserializer) {
             return IntegerPointable.TYPE_TRAITS;
         }
@@ -112,6 +117,9 @@
     }
 
     public static IBinaryComparatorFactory serdeToComparatorFactory(ISerializerDeserializer serde) {
+        if (serde instanceof ShortSerializerDeserializer) {
+            return PointableBinaryComparatorFactory.of(ShortPointable.FACTORY);
+        }
         if (serde instanceof IntegerSerializerDeserializer) {
             return PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
         }
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/util/TupleUtils.java b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/util/TupleUtils.java
index b35dd75..02047e8 100644
--- a/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/util/TupleUtils.java
+++ b/hyracks/hyracks-dataflow-common/src/main/java/edu/uci/ics/hyracks/dataflow/common/util/TupleUtils.java
@@ -126,4 +126,11 @@
         tupleCopy.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
         return tupleCopy;
     }
+    
+    public static void copyTuple(ArrayTupleBuilder tupleBuilder, ITupleReference tuple, int numFields) throws HyracksDataException {
+        tupleBuilder.reset();
+        for (int i = 0; i < numFields; i++) {
+            tupleBuilder.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+        }
+    }
 }
diff --git a/hyracks/hyracks-dataflow-hadoop/pom.xml b/hyracks/hyracks-dataflow-hadoop/pom.xml
index f9d5153..18bcba7 100644
--- a/hyracks/hyracks-dataflow-hadoop/pom.xml
+++ b/hyracks/hyracks-dataflow-hadoop/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-dataflow-hadoop</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-dataflow-hadoop</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,8 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
         </configuration>
       </plugin>
     </plugins>
@@ -28,14 +26,14 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
@@ -55,7 +53,7 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   </dependencies>
diff --git a/hyracks/hyracks-dataflow-std/pom.xml b/hyracks/hyracks-dataflow-std/pom.xml
index bf27d20..bd4a837 100644
--- a/hyracks/hyracks-dataflow-std/pom.xml
+++ b/hyracks/hyracks-dataflow-std/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-dataflow-std</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-dataflow-std</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -28,14 +27,14 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/group/HashSpillableTableFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/group/HashSpillableTableFactory.java
index f2b56fa..f86d9fb 100644
--- a/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/group/HashSpillableTableFactory.java
+++ b/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/group/HashSpillableTableFactory.java
@@ -256,8 +256,6 @@
 
                 outputAppender.reset(outputFrame, true);
 
-                writer.open();
-
                 if (tPointers == null) {
                     // Not sorted
                     for (int i = 0; i < tableSize; ++i) {
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/join/InMemoryHashJoin.java b/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/join/InMemoryHashJoin.java
index 3e5e30f..e1fda74 100644
--- a/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/join/InMemoryHashJoin.java
+++ b/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/join/InMemoryHashJoin.java
@@ -17,7 +17,6 @@
 import java.io.DataOutput;
 import java.nio.ByteBuffer;
 import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.List;
 
 import edu.uci.ics.hyracks.api.comm.IFrameWriter;
@@ -33,7 +32,7 @@
 import edu.uci.ics.hyracks.dataflow.std.structures.TuplePointer;
 
 public class InMemoryHashJoin {
-	
+
     private final List<ByteBuffer> buffers;
     private final FrameTupleAccessor accessorBuild;
     private final ITuplePartitionComputer tpcBuild;
@@ -45,17 +44,25 @@
     private final boolean isLeftOuter;
     private final ArrayTupleBuilder nullTupleBuild;
     private final ISerializableTable table;
-	private final int tableSize;
+    private final int tableSize;
     private final TuplePointer storedTuplePointer;
-    
+    private final boolean reverseOutputOrder; //Should we reverse the order of tuples, we are writing in output
+
     public InMemoryHashJoin(IHyracksTaskContext ctx, int tableSize, FrameTupleAccessor accessor0,
             ITuplePartitionComputer tpc0, FrameTupleAccessor accessor1, ITuplePartitionComputer tpc1,
-            FrameTuplePairComparator comparator, boolean isLeftOuter, INullWriter[] nullWriters1, ISerializableTable table)
-            throws HyracksDataException {
-    	this.tableSize = tableSize;
-       	this.table = table;
-       	storedTuplePointer = new TuplePointer();
-       	buffers = new ArrayList<ByteBuffer>();
+            FrameTuplePairComparator comparator, boolean isLeftOuter, INullWriter[] nullWriters1,
+            ISerializableTable table) throws HyracksDataException {
+        this(ctx, tableSize, accessor0, tpc0, accessor1, tpc1, comparator, isLeftOuter, nullWriters1, table, false);
+    }
+
+    public InMemoryHashJoin(IHyracksTaskContext ctx, int tableSize, FrameTupleAccessor accessor0,
+            ITuplePartitionComputer tpc0, FrameTupleAccessor accessor1, ITuplePartitionComputer tpc1,
+            FrameTuplePairComparator comparator, boolean isLeftOuter, INullWriter[] nullWriters1,
+            ISerializableTable table, boolean reverse) throws HyracksDataException {
+        this.tableSize = tableSize;
+        this.table = table;
+        storedTuplePointer = new TuplePointer();
+        buffers = new ArrayList<ByteBuffer>();
         this.accessorBuild = accessor1;
         this.tpcBuild = tpc1;
         this.accessorProbe = accessor0;
@@ -76,6 +83,7 @@
         } else {
             nullTupleBuild = null;
         }
+        reverseOutputOrder = reverse;
     }
 
     public void build(ByteBuffer buffer) throws HyracksDataException {
@@ -108,17 +116,12 @@
                 int c = tpComparator.compare(accessorProbe, i, accessorBuild, tIndex);
                 if (c == 0) {
                     matchFound = true;
-                    if (!appender.appendConcat(accessorProbe, i, accessorBuild, tIndex)) {
-                        flushFrame(outBuffer, writer);
-                        appender.reset(outBuffer, true);
-                        if (!appender.appendConcat(accessorProbe, i, accessorBuild, tIndex)) {
-                            throw new IllegalStateException();
-                        }
-                    }
+                    appendToResult(i, tIndex, writer);
                 }
             } while (true);
 
             if (!matchFound && isLeftOuter) {
+
                 if (!appender.appendConcat(accessorProbe, i, nullTupleBuild.getFieldEndOffsets(),
                         nullTupleBuild.getByteArray(), 0, nullTupleBuild.getSize())) {
                     flushFrame(outBuffer, writer);
@@ -128,6 +131,7 @@
                         throw new IllegalStateException();
                     }
                 }
+
             }
         }
     }
@@ -146,22 +150,23 @@
         buffer.limit(buffer.capacity());
     }
 
-    private static class Link {
-        private static final int INIT_POINTERS_SIZE = 8;
-
-        long[] pointers;
-        int size;
-
-        Link() {
-            pointers = new long[INIT_POINTERS_SIZE];
-            size = 0;
-        }
-
-        void add(long pointer) {
-            if (size >= pointers.length) {
-                pointers = Arrays.copyOf(pointers, pointers.length * 2);
+    private void appendToResult(int probeSidetIx, int buildSidetIx, IFrameWriter writer) throws HyracksDataException {
+        if (!reverseOutputOrder) {
+            if (!appender.appendConcat(accessorProbe, probeSidetIx, accessorBuild, buildSidetIx)) {
+                flushFrame(outBuffer, writer);
+                appender.reset(outBuffer, true);
+                if (!appender.appendConcat(accessorProbe, probeSidetIx, accessorBuild, buildSidetIx)) {
+                    throw new IllegalStateException();
+                }
             }
-            pointers[size++] = pointer;
+        } else {
+            if (!appender.appendConcat(accessorBuild, buildSidetIx, accessorProbe, probeSidetIx)) {
+                flushFrame(outBuffer, writer);
+                appender.reset(outBuffer, true);
+                if (!appender.appendConcat(accessorBuild, buildSidetIx, accessorProbe, probeSidetIx)) {
+                    throw new IllegalStateException();
+                }
+            }
         }
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java
index 19479df..cf39416 100644
--- a/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java
+++ b/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java
@@ -31,6 +31,7 @@
 import edu.uci.ics.hyracks.api.dataflow.value.INullWriter;
 import edu.uci.ics.hyracks.api.dataflow.value.INullWriterFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.ITuplePairComparator;
 import edu.uci.ics.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ITuplePartitionComputer;
@@ -135,6 +136,7 @@
         recordDescriptors[0] = recordDescriptor;
         this.isLeftOuter = isLeftOuter;
         this.nullWriterFactories1 = nullWriterFactories1;
+        
 
     }
 
@@ -254,6 +256,7 @@
                 comparators[i] = comparatorFactories[i].createBinaryComparator();
             }
             
+            
             IOperatorNodePushable op = new AbstractUnaryInputSinkOperatorNodePushable() {
                 private BuildAndPartitionTaskState state = new BuildAndPartitionTaskState(ctx.getJobletContext()
                         .getJobId(), new TaskId(getActivityId(), partition));
@@ -421,34 +424,40 @@
                     //Apply in-Mem HJ if possible
                     if ((buildPartSize < state.memForJoin) || (probePartSize < state.memForJoin)) {
                         int tabSize = -1;
-                        if (buildPartSize < probePartSize) {
+                        
+                        if (isLeftOuter || buildPartSize < probePartSize) {
                             tabSize = ohhj.getBuildPartitionSizeInTup(pid);
+                           
                             if (tabSize == 0) {
                                 throw new HyracksDataException(
                                         "Trying to join an empty partition. Invalid table size for inMemoryHashJoin.");
                             }
-                            //Build Side is smaller
-                            applyInMemHashJoin(probeKeys, buildKeys, tabSize, probeRd, buildRd, hpcRep1, hpcRep0,
-                                    buildSideReader, probeSideReader);
+                          //Build Side is smaller
+                            applyInMemHashJoin(buildKeys, probeKeys, tabSize, probeRd, buildRd, hpcRep0, hpcRep1,
+                                    buildSideReader, probeSideReader, false, pid);
 
-                        } else { //Role Reversal
+                        } 
+                        
+                        else { //Role Reversal
                             tabSize = ohhj.getProbePartitionSizeInTup(pid);
                             if (tabSize == 0) {
                                 throw new HyracksDataException(
                                         "Trying to join an empty partition. Invalid table size for inMemoryHashJoin.");
                             }
                             //Probe Side is smaller
-                            applyInMemHashJoin(buildKeys, probeKeys, tabSize, buildRd, probeRd, hpcRep0, hpcRep1,
-                                    probeSideReader, buildSideReader);
+                            
+                            applyInMemHashJoin(probeKeys, buildKeys, tabSize, buildRd, probeRd, hpcRep1, hpcRep0,
+                                    probeSideReader, buildSideReader, true, pid);
                         }
                     }
                     //Apply (Recursive) HHJ
                     else {
                         OptimizedHybridHashJoin rHHj;
-                        if (buildPartSize < probePartSize) { //Build Side is smaller
+                        if (isLeftOuter || buildPartSize < probePartSize) { //Build Side is smaller
 
                             int n = getNumberOfPartitions(state.memForJoin, (int) buildPartSize, fudgeFactor,
                                     nPartitions);
+                           
                             rHHj = new OptimizedHybridHashJoin(ctx, state.memForJoin, n, PROBE_REL, BUILD_REL,
                                     probeKeys, buildKeys, comparators, probeRd, buildRd, probeHpc, buildHpc);
 
@@ -491,14 +500,14 @@
                                 for (int rPid = rPStatus.nextSetBit(0); rPid >= 0; rPid = rPStatus.nextSetBit(rPid + 1)) {
                                     RunFileReader rbrfw = rHHj.getBuildRFReader(rPid);
                                     RunFileReader rprfw = rHHj.getProbeRFReader(rPid);
-
+                                    
                                     if (rbrfw == null || rprfw == null) {
                                         continue;
                                     }
 
                                     int buildSideInTups = rHHj.getBuildPartitionSizeInTup(rPid);
                                     int probeSideInTups = rHHj.getProbePartitionSizeInTup(rPid);
-                                    if (buildSideInTups < probeSideInTups) {
+                                    if (isLeftOuter || buildSideInTups < probeSideInTups) {
                                         applyNestedLoopJoin(probeRd, buildRd, state.memForJoin, rbrfw, rprfw,
                                                 nljComparator0);
                                     } else {
@@ -510,6 +519,7 @@
                         } else { //Role Reversal (Probe Side is smaller)
                             int n = getNumberOfPartitions(state.memForJoin, (int) probePartSize, fudgeFactor,
                                     nPartitions);
+                            
                             rHHj = new OptimizedHybridHashJoin(ctx, state.memForJoin, n, BUILD_REL, PROBE_REL,
                                     buildKeys, probeKeys, comparators, buildRd, probeRd, buildHpc, probeHpc);
 
@@ -548,7 +558,7 @@
                                 for (int rPid = rPStatus.nextSetBit(0); rPid >= 0; rPid = rPStatus.nextSetBit(rPid + 1)) {
                                     RunFileReader rbrfw = rHHj.getBuildRFReader(rPid);
                                     RunFileReader rprfw = rHHj.getProbeRFReader(rPid);
-
+                                    
                                     if (rbrfw == null || rprfw == null) {
                                         continue;
                                     }
@@ -572,14 +582,14 @@
 
                 private void applyInMemHashJoin(int[] bKeys, int[] pKeys, int tabSize, RecordDescriptor buildRDesc,
                         RecordDescriptor probeRDesc, ITuplePartitionComputer hpcRepLarger,
-                        ITuplePartitionComputer hpcRepSmaller, RunFileReader bReader, RunFileReader pReader)
+                        ITuplePartitionComputer hpcRepSmaller, RunFileReader bReader, RunFileReader pReader, boolean reverse, int pid)
                         throws HyracksDataException {
 
                     ISerializableTable table = new SerializableHashTable(tabSize, ctx);
                     InMemoryHashJoin joiner = new InMemoryHashJoin(ctx, tabSize, new FrameTupleAccessor(
                             ctx.getFrameSize(), probeRDesc), hpcRepLarger, new FrameTupleAccessor(ctx.getFrameSize(),
                             buildRDesc), hpcRepSmaller, new FrameTuplePairComparator(pKeys, bKeys, comparators),
-                            isLeftOuter, nullWriters1, table);
+                            isLeftOuter, nullWriters1, table, reverse);
 
                     bReader.open();
                     rPartbuff.clear();
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/result/ResultWriterOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/result/ResultWriterOperatorDescriptor.java
new file mode 100644
index 0000000..edca60a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/edu/uci/ics/hyracks/dataflow/std/result/ResultWriterOperatorDescriptor.java
@@ -0,0 +1,120 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.dataflow.std.result;
+
+import java.io.IOException;
+import java.io.PrintStream;
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.IResultSerializer;
+import edu.uci.ics.hyracks.api.dataflow.value.IResultSerializerFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionManager;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameOutputStream;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+
+public class ResultWriterOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final ResultSetId rsId;
+
+    private final boolean ordered;
+
+    private final IResultSerializerFactory resultSerializerFactory;
+
+    public ResultWriterOperatorDescriptor(IOperatorDescriptorRegistry spec, ResultSetId rsId, boolean ordered,
+            IResultSerializerFactory resultSerializerFactory) throws IOException {
+        super(spec, 1, 0);
+        this.rsId = rsId;
+        this.ordered = ordered;
+        this.resultSerializerFactory = resultSerializerFactory;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions) {
+        final IDatasetPartitionManager dpm = ctx.getDatasetPartitionManager();
+
+        final ByteBuffer outputBuffer = ctx.allocateFrame();
+
+        final FrameOutputStream frameOutputStream = new FrameOutputStream(ctx.getFrameSize());
+        frameOutputStream.reset(outputBuffer, true);
+        PrintStream printStream = new PrintStream(frameOutputStream);
+
+        final RecordDescriptor outRecordDesc = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+        final IResultSerializer resultSerializer = resultSerializerFactory.createResultSerializer(outRecordDesc,
+                printStream);
+
+        final FrameTupleAccessor frameTupleAccessor = new FrameTupleAccessor(ctx.getFrameSize(), outRecordDesc);
+
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+            IFrameWriter datasetPartitionWriter;
+
+            @Override
+            public void open() throws HyracksDataException {
+                try {
+                    datasetPartitionWriter = dpm.createDatasetPartitionWriter(ctx, rsId, ordered, partition,
+                            nPartitions);
+                    datasetPartitionWriter.open();
+                    resultSerializer.init();
+                } catch (HyracksException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                frameTupleAccessor.reset(buffer);
+                for (int tIndex = 0; tIndex < frameTupleAccessor.getTupleCount(); tIndex++) {
+                    resultSerializer.appendTuple(frameTupleAccessor, tIndex);
+                    if (!frameOutputStream.appendTuple()) {
+                        datasetPartitionWriter.nextFrame(outputBuffer);
+                        frameOutputStream.reset(outputBuffer, true);
+
+                        /* TODO(madhusudancs): This works under the assumption that no single serialized record is
+                         * longer than the buffer size.
+                         */
+                        resultSerializer.appendTuple(frameTupleAccessor, tIndex);
+                        frameOutputStream.appendTuple();
+                    }
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                datasetPartitionWriter.fail();
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                if (frameOutputStream.getTupleCount() > 0) {
+                    datasetPartitionWriter.nextFrame(outputBuffer);
+                    frameOutputStream.reset(outputBuffer, true);
+                }
+                datasetPartitionWriter.close();
+            }
+        };
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-dist/pom.xml b/hyracks/hyracks-dist/pom.xml
index c86c4e6..e79eba7 100755
--- a/hyracks/hyracks-dist/pom.xml
+++ b/hyracks/hyracks-dist/pom.xml
@@ -1,12 +1,10 @@
 <?xml version="1.0"?>
-<project
-	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"
-	xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
 	<modelVersion>4.0.0</modelVersion>
 	<parent>
 		<artifactId>hyracks</artifactId>
 		<groupId>edu.uci.ics.hyracks</groupId>
-		<version>0.2.3-SNAPSHOT</version>
+		<version>0.2.4-SNAPSHOT</version>
 	</parent>
 
 	<artifactId>hyracks-dist</artifactId>
@@ -23,8 +21,8 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
 				</configuration>
 			</plugin>
 			<plugin>
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/getip.sh b/hyracks/hyracks-dist/src/main/resources/bin/getip.sh
index e0cdf73..a691c0f 100755
--- a/hyracks/hyracks-dist/src/main/resources/bin/getip.sh
+++ b/hyracks/hyracks-dist/src/main/resources/bin/getip.sh
@@ -6,6 +6,10 @@
 then
         #Get IP Address
         IPADDR=`/sbin/ifconfig eth0 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+    	if [ "$IPADDR" = "" ]
+        then
+		IPADDR=`/sbin/ifconfig em1 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+        fi 
 	if [ "$IPADDR" = "" ]
         then
 		IPADDR=`/sbin/ifconfig lo | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/startcc.sh b/hyracks/hyracks-dist/src/main/resources/bin/startcc.sh
index fe2551d..484ecac 100755
--- a/hyracks/hyracks-dist/src/main/resources/bin/startcc.sh
+++ b/hyracks/hyracks-dist/src/main/resources/bin/startcc.sh
@@ -22,4 +22,10 @@
 
 #Launch hyracks cc script
 chmod -R 755 $HYRACKS_HOME
-$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 3 &> $CCLOGS_DIR/cc.log &
+if [ -f "conf/topology.xml"  ]; then
+#Launch hyracks cc script with topology
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 0 -cluster-topology "conf/topology.xml" &> $CCLOGS_DIR/cc.log &
+else
+#Launch hyracks cc script without toplogy
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 0 &> $CCLOGS_DIR/cc.log &
+fi
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/startnc.sh b/hyracks/hyracks-dist/src/main/resources/bin/startnc.sh
index 6e0f90e..23a4c36 100755
--- a/hyracks/hyracks-dist/src/main/resources/bin/startnc.sh
+++ b/hyracks/hyracks-dist/src/main/resources/bin/startnc.sh
@@ -46,4 +46,4 @@
 cd $NCTMP_DIR
 
 #Launch hyracks nc
-$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyracksnc -cc-host $CCHOST -cc-port $CC_CLUSTERPORT -cluster-net-ip-address $IPADDR  -data-ip-address $IPADDR -node-id $NODEID -iodevices "${IO_DIRS}" &> $NCLOGS_DIR/$NODEID.log &
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyracksnc -cc-host $CCHOST -cc-port $CC_CLUSTERPORT -cluster-net-ip-address $IPADDR  -data-ip-address $IPADDR -result-ip-address $IPADDR -node-id $NODEID -iodevices "${IO_DIRS}" &> $NCLOGS_DIR/$NODEID.log &
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/stopnc.sh b/hyracks/hyracks-dist/src/main/resources/bin/stopnc.sh
index 03ce4e7..35c4794 100755
--- a/hyracks/hyracks-dist/src/main/resources/bin/stopnc.sh
+++ b/hyracks/hyracks-dist/src/main/resources/bin/stopnc.sh
@@ -5,6 +5,10 @@
 PID=`ps -ef|grep ${USER}|grep java|grep 'Dapp.name=hyracksnc'|awk '{print $2}'`
 
 if [ "$PID" == "" ]; then
+  PID=`ps -ef|grep ${USER}|grep java|grep 'hyracks'|awk '{print $2}'`
+fi
+
+if [ "$PID" == "" ]; then
   USERID=`id | sed 's/^uid=//;s/(.*$//'`
   PID=`ps -ef|grep ${USERID}|grep java|grep 'Dapp.name=hyracksnc'|awk '{print $2}'`
 fi
diff --git a/hyracks/hyracks-dist/src/main/resources/conf/topology-template.xml b/hyracks/hyracks-dist/src/main/resources/conf/topology-template.xml
new file mode 100755
index 0000000..4710706
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/conf/topology-template.xml
@@ -0,0 +1,7 @@
+<cluster-topology>
+    <network-switch name="Global">
+        <network-switch name="local">
+            <terminal name="127.0.0.1"/>
+        </network-switch>
+    </network-switch>
+</cluster-topology>
\ No newline at end of file
diff --git a/hyracks/hyracks-documentation/pom.xml b/hyracks/hyracks-documentation/pom.xml
index ed24adb..b5e42ad 100644
--- a/hyracks/hyracks-documentation/pom.xml
+++ b/hyracks/hyracks-documentation/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-documentation</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-documentation</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
diff --git a/hyracks/hyracks-examples/btree-example/btreeapp/pom.xml b/hyracks/hyracks-examples/btree-example/btreeapp/pom.xml
deleted file mode 100644
index 6350054..0000000
--- a/hyracks/hyracks-examples/btree-example/btreeapp/pom.xml
+++ /dev/null
@@ -1,88 +0,0 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples.btree</groupId>
-  <artifactId>btreeapp</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
-  <name>btreeapp</name>
-
-  <parent>
-    <groupId>edu.uci.ics.hyracks.examples</groupId>
-    <artifactId>btree-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <pluginManagement>
-      <plugins>
-        <plugin>
-          <groupId>org.eclipse.m2e</groupId>
-          <artifactId>lifecycle-mapping</artifactId>
-          <version>1.0.0</version>
-          <configuration>
-            <lifecycleMappingMetadata>
-              <pluginExecutions>
-                <pluginExecution>
-                  <pluginExecutionFilter>
-                    <groupId>org.apache.maven.plugins</groupId>
-                    <artifactId>maven-dependency-plugin</artifactId>
-                    <versionRange>[1.0.0,)</versionRange>
-                    <goals>
-                      <goal>copy-dependencies</goal>
-                    </goals>
-                  </pluginExecutionFilter>
-                  <action>
-                    <ignore />
-                  </action>
-                </pluginExecution>
-              </pluginExecutions>
-            </lifecycleMappingMetadata>
-          </configuration>
-        </plugin>
-      </plugins>
-	</pluginManagement>
-  
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-dependency-plugin</artifactId>
-        <executions>
-          <execution>
-            <id>copy-dependencies</id>
-            <phase>package</phase>
-            <goals>
-              <goal>copy-dependencies</goal>
-            </goals>
-            <configuration>
-              <outputDirectory>target/application/lib</outputDirectory>
-            </configuration>
-          </execution>
-        </executions>
-      </plugin>
-      <plugin>
-        <artifactId>maven-assembly-plugin</artifactId>
-        <version>2.2-beta-5</version>
-        <executions>
-          <execution>
-            <configuration>
-              <descriptors>
-                <descriptor>src/main/assembly/app-assembly.xml</descriptor>
-              </descriptors>
-            </configuration>
-            <phase>package</phase>
-            <goals>
-              <goal>attached</goal>
-            </goals>
-          </execution>
-        </executions>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks.examples.btree</groupId>
-  		<artifactId>btreehelper</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<scope>compile</scope>
-  	</dependency>
-  </dependencies>
-</project>
diff --git a/hyracks/hyracks-examples/btree-example/btreeapp/src/main/assembly/app-assembly.xml b/hyracks/hyracks-examples/btree-example/btreeapp/src/main/assembly/app-assembly.xml
deleted file mode 100644
index 43ace6c..0000000
--- a/hyracks/hyracks-examples/btree-example/btreeapp/src/main/assembly/app-assembly.xml
+++ /dev/null
@@ -1,13 +0,0 @@
-<assembly>
-  <id>app-assembly</id>
-  <formats>
-    <format>zip</format>
-  </formats>
-  <includeBaseDirectory>false</includeBaseDirectory>
-  <fileSets>
-    <fileSet>
-      <directory>target/application/lib</directory>
-      <outputDirectory>lib</outputDirectory>
-    </fileSet>
-  </fileSets>
-</assembly>
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml b/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml
index ba296ac..64e30f9 100644
--- a/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml
@@ -6,26 +6,26 @@
   <parent>
     <groupId>edu.uci.ics.hyracks.examples</groupId>
     <artifactId>btree-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <dependencies>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-am-btree</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks.examples.btree</groupId>
   		<artifactId>btreehelper</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
@@ -37,8 +37,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
       <plugin>
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/InsertPipelineExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/InsertPipelineExample.java
index b6e8c72..a939a04 100644
--- a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/InsertPipelineExample.java
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/InsertPipelineExample.java
@@ -41,15 +41,14 @@
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
 import edu.uci.ics.hyracks.examples.btree.helper.DataGenOperatorDescriptor;
-import edu.uci.ics.hyracks.examples.btree.helper.IndexRegistryProvider;
+import edu.uci.ics.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.examples.btree.helper.StorageManagerInterface;
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 // This example will insert tuples into the primary and secondary index using an insert pipeline
@@ -62,9 +61,6 @@
         @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
         public int port = 1098;
 
-        @Option(name = "-app", usage = "Hyracks Application name", required = true)
-        public String app;
-
         @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
         public String ncs;
 
@@ -88,7 +84,7 @@
         JobSpecification job = createJob(options);
 
         long start = System.currentTimeMillis();
-        JobId jobId = hcc.startJob(options.app, job);
+        JobId jobId = hcc.startJob(job);
         hcc.waitForCompletion(jobId);
         long end = System.currentTimeMillis();
         System.err.println(start + " " + end + " " + (end - start));
@@ -124,7 +120,7 @@
         // run data generator on first nodecontroller given
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, dataGen, splitNCs[0]);
 
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = IndexRegistryProvider.INSTANCE;
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
         IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
 
         // prepare insertion into primary index
@@ -151,9 +147,9 @@
 
         // create operator descriptor
         TreeIndexInsertUpdateDeleteOperatorDescriptor primaryInsert = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, recDesc, storageManager, indexRegistryProvider, primarySplitProvider, primaryTypeTraits,
-                primaryComparatorFactories, primaryFieldPermutation, IndexOp.INSERT, dataflowHelperFactory, null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, recDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, null, primaryFieldPermutation, IndexOperation.INSERT,
+                dataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
         JobHelper.createPartitionConstraint(spec, primaryInsert, splitNCs);
 
         // prepare insertion into secondary index
@@ -175,9 +171,9 @@
                 options.secondaryBTreeName);
         // create operator descriptor
         TreeIndexInsertUpdateDeleteOperatorDescriptor secondaryInsert = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, recDesc, storageManager, indexRegistryProvider, secondarySplitProvider, secondaryTypeTraits,
-                secondaryComparatorFactories, secondaryFieldPermutation, IndexOp.INSERT, dataflowHelperFactory, null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, recDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, null, secondaryFieldPermutation, IndexOperation.INSERT,
+                dataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
         JobHelper.createPartitionConstraint(spec, secondaryInsert, splitNCs);
 
         // end the insert pipeline at this sink operator
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/PrimaryIndexBulkLoadExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/PrimaryIndexBulkLoadExample.java
index a6c7ea6..616fdae 100644
--- a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/PrimaryIndexBulkLoadExample.java
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/PrimaryIndexBulkLoadExample.java
@@ -40,14 +40,13 @@
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
 import edu.uci.ics.hyracks.examples.btree.helper.DataGenOperatorDescriptor;
-import edu.uci.ics.hyracks.examples.btree.helper.IndexRegistryProvider;
+import edu.uci.ics.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.examples.btree.helper.StorageManagerInterface;
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 // This example will load a primary index from randomly generated data
@@ -60,9 +59,6 @@
         @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
         public int port = 1098;
 
-        @Option(name = "-app", usage = "Hyracks Application name", required = true)
-        public String app;
-
         @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
         public String ncs;
 
@@ -86,7 +82,7 @@
         JobSpecification job = createJob(options);
 
         long start = System.currentTimeMillis();
-        JobId jobId = hcc.startJob(options.app, job);
+        JobId jobId = hcc.startJob(job);
         hcc.waitForCompletion(jobId);
         long end = System.currentTimeMillis();
         System.err.println(start + " " + end + " " + (end - start));
@@ -141,7 +137,7 @@
         typeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
 
         // create providers for B-Tree
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = IndexRegistryProvider.INSTANCE;
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
         IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
 
         // the B-Tree expects its keyfields to be at the front of its input
@@ -152,8 +148,8 @@
         IFileSplitProvider btreeSplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.btreeName);
         IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory();
         TreeIndexBulkLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, btreeSplitProvider, typeTraits, comparatorFactories,
-                fieldPermutation, 0.7f, dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
+                storageManager, lcManagerProvider, btreeSplitProvider, typeTraits, comparatorFactories, null,
+                fieldPermutation, 0.7f, false, 1000L, dataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
         JobHelper.createPartitionConstraint(spec, btreeBulkLoad, splitNCs);
 
         // distribute the records from the datagen via hashing to the bulk load
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/PrimaryIndexSearchExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/PrimaryIndexSearchExample.java
index d24ba33..3493947 100644
--- a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/PrimaryIndexSearchExample.java
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/PrimaryIndexSearchExample.java
@@ -38,14 +38,13 @@
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.misc.PrinterOperatorDescriptor;
-import edu.uci.ics.hyracks.examples.btree.helper.IndexRegistryProvider;
+import edu.uci.ics.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.examples.btree.helper.StorageManagerInterface;
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 // This example will perform an ordered scan on the primary index
@@ -59,9 +58,6 @@
         @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
         public int port = 1098;
 
-        @Option(name = "-app", usage = "Hyracks Application name", required = true)
-        public String app;
-
         @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
         public String ncs;
 
@@ -79,7 +75,7 @@
         JobSpecification job = createJob(options);
 
         long start = System.currentTimeMillis();
-        JobId jobId = hcc.startJob(options.app, job);
+        JobId jobId = hcc.startJob(job);
         hcc.waitForCompletion(jobId);
         long end = System.currentTimeMillis();
         System.err.println(start + " " + end + " " + (end - start));
@@ -103,7 +99,7 @@
         comparatorFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
 
         // create roviders for B-Tree
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = IndexRegistryProvider.INSTANCE;
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
         IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
 
         // schema of tuples coming out of primary index
@@ -142,8 +138,8 @@
         IFileSplitProvider btreeSplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.btreeName);
         IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory();
         BTreeSearchOperatorDescriptor btreeSearchOp = new BTreeSearchOperatorDescriptor(spec, recDesc, storageManager,
-                indexRegistryProvider, btreeSplitProvider, typeTraits, comparatorFactories, lowKeyFields,
-                highKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
+                lcManagerProvider, btreeSplitProvider, typeTraits, comparatorFactories, null, lowKeyFields,
+                highKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackFactory.INSTANCE);
         JobHelper.createPartitionConstraint(spec, btreeSearchOp, splitNCs);
 
         // have each node print the results of its respective B-Tree
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/SecondaryIndexBulkLoadExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/SecondaryIndexBulkLoadExample.java
index 5aa338a..075ea20 100644
--- a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/SecondaryIndexBulkLoadExample.java
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/SecondaryIndexBulkLoadExample.java
@@ -33,15 +33,14 @@
 import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
-import edu.uci.ics.hyracks.examples.btree.helper.IndexRegistryProvider;
+import edu.uci.ics.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.examples.btree.helper.StorageManagerInterface;
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDiskOrderScanOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 // This example will load a secondary index with <key, primary-index key> pairs
@@ -55,9 +54,6 @@
         @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
         public int port = 1098;
 
-        @Option(name = "-app", usage = "Hyracks Application name", required = true)
-        public String app;
-
         @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
         public String ncs;
 
@@ -81,7 +77,7 @@
         JobSpecification job = createJob(options);
 
         long start = System.currentTimeMillis();
-        JobId jobId = hcc.startJob(options.app, job);
+        JobId jobId = hcc.startJob(job);
         hcc.waitForCompletion(jobId);
         long end = System.currentTimeMillis();
         System.err.println(start + " " + end + " " + (end - start));
@@ -93,7 +89,7 @@
 
         String[] splitNCs = options.ncs.split(",");
 
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = IndexRegistryProvider.INSTANCE;
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
         IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
 
         // schema of tuples that we are retrieving from the primary index
@@ -122,8 +118,8 @@
         IFileSplitProvider primarySplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.primaryBTreeName);
         IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory();
         TreeIndexDiskOrderScanOperatorDescriptor btreeScanOp = new TreeIndexDiskOrderScanOperatorDescriptor(spec,
-                recDesc, storageManager, indexRegistryProvider, primarySplitProvider, primaryTypeTraits,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
+                recDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                dataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
         JobHelper.createPartitionConstraint(spec, btreeScanOp, splitNCs);
 
         // sort the tuples as preparation for bulk load into secondary index
@@ -144,8 +140,8 @@
         int[] fieldPermutation = { 1, 0 };
         IFileSplitProvider btreeSplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.secondaryBTreeName);
         TreeIndexBulkLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, btreeSplitProvider, secondaryTypeTraits, comparatorFactories,
-                fieldPermutation, 0.7f, dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
+                storageManager, lcManagerProvider, btreeSplitProvider, secondaryTypeTraits, comparatorFactories, null,
+                fieldPermutation, 0.7f, false, 1000L, dataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
         JobHelper.createPartitionConstraint(spec, btreeBulkLoad, splitNCs);
 
         // connect the ops
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/SecondaryIndexSearchExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/SecondaryIndexSearchExample.java
index 277668b..a6ffc13 100644
--- a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/SecondaryIndexSearchExample.java
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/edu/uci/ics/hyracks/examples/btree/client/SecondaryIndexSearchExample.java
@@ -38,14 +38,13 @@
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.misc.PrinterOperatorDescriptor;
-import edu.uci.ics.hyracks.examples.btree.helper.IndexRegistryProvider;
+import edu.uci.ics.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.examples.btree.helper.StorageManagerInterface;
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 // This example will perform range search on the secondary index
@@ -59,9 +58,6 @@
         @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
         public int port = 1098;
 
-        @Option(name = "-app", usage = "Hyracks Application name", required = true)
-        public String app;
-
         @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
         public String ncs;
 
@@ -82,7 +78,7 @@
         JobSpecification job = createJob(options);
 
         long start = System.currentTimeMillis();
-        JobId jobId = hcc.startJob(options.app, job);
+        JobId jobId = hcc.startJob(job);
         hcc.waitForCompletion(jobId);
         long end = System.currentTimeMillis();
         System.err.println(start + " " + end + " " + (end - start));
@@ -94,7 +90,7 @@
 
         String[] splitNCs = options.ncs.split(",");
 
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = IndexRegistryProvider.INSTANCE;
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
         IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
 
         // schema of tuples coming out of secondary index
@@ -168,9 +164,9 @@
                 options.secondaryBTreeName);
         IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory();
         BTreeSearchOperatorDescriptor secondarySearchOp = new BTreeSearchOperatorDescriptor(spec, secondaryRecDesc,
-                storageManager, indexRegistryProvider, secondarySplitProvider, secondaryTypeTraits,
-                searchComparatorFactories, secondaryLowKeyFields, secondaryHighKeyFields, true, true,
-                dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                searchComparatorFactories, null, secondaryLowKeyFields, secondaryHighKeyFields, true, true,
+                dataflowHelperFactory, false, NoOpOperationCallbackFactory.INSTANCE);
         JobHelper.createPartitionConstraint(spec, secondarySearchOp, splitNCs);
 
         // secondary index will output tuples with [UTF8String, Integer]
@@ -184,9 +180,9 @@
 
         IFileSplitProvider primarySplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.primaryBTreeName);
         BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primarySplitProvider, primaryTypeTraits,
-                primaryComparatorFactories, primaryLowKeyFields, primaryHighKeyFields, true, true,
-                dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                null, primaryLowKeyFields, primaryHighKeyFields, true, true, dataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
         JobHelper.createPartitionConstraint(spec, primarySearchOp, splitNCs);
 
         // have each node print the results of its respective B-Tree
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml b/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml
index 8e90606..7f212ab 100644
--- a/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml
@@ -6,32 +6,32 @@
   <parent>
     <groupId>edu.uci.ics.hyracks.examples</groupId>
     <artifactId>btree-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <dependencies>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-am-btree</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-data-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   	</dependency>
   </dependencies>
   <build>
@@ -41,8 +41,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/IndexLifecycleManagerProvider.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/IndexLifecycleManagerProvider.java
new file mode 100644
index 0000000..6a17755
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/IndexLifecycleManagerProvider.java
@@ -0,0 +1,15 @@
+package edu.uci.ics.hyracks.examples.btree.helper;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+
+public enum IndexLifecycleManagerProvider implements IIndexLifecycleManagerProvider {
+    INSTANCE;
+
+    @Override
+    public IIndexLifecycleManager getLifecycleManager(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getIndexLifecycleManager();
+    }
+
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/IndexRegistryProvider.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/IndexRegistryProvider.java
deleted file mode 100644
index d1f40d8..0000000
--- a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/IndexRegistryProvider.java
+++ /dev/null
@@ -1,35 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.examples.btree.helper;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexRegistry;
-
-public class IndexRegistryProvider implements IIndexRegistryProvider<IIndex> {
-    private static final long serialVersionUID = 1L;
-
-    public static final IndexRegistryProvider INSTANCE = new IndexRegistryProvider();
-
-    private IndexRegistryProvider() {
-    }
-
-    @Override
-    public IndexRegistry<IIndex> getRegistry(IHyracksTaskContext ctx) {
-        return RuntimeContext.get(ctx).getIndexRegistry();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/NCApplicationEntryPoint.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/NCApplicationEntryPoint.java
new file mode 100644
index 0000000..a1dacd8
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/NCApplicationEntryPoint.java
@@ -0,0 +1,22 @@
+package edu.uci.ics.hyracks.examples.btree.helper;
+
+import edu.uci.ics.hyracks.api.application.INCApplicationContext;
+import edu.uci.ics.hyracks.api.application.INCApplicationEntryPoint;
+
+public class NCApplicationEntryPoint implements INCApplicationEntryPoint {
+    @Override
+    public void start(INCApplicationContext ncAppCtx, String[] args) throws Exception {
+        RuntimeContext rCtx = new RuntimeContext(ncAppCtx);
+        ncAppCtx.setApplicationObject(rCtx);
+    }
+
+    @Override
+    public void notifyStartupComplete() throws Exception {
+
+    }
+
+    @Override
+    public void stop() throws Exception {
+
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/NCBootstrap.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/NCBootstrap.java
deleted file mode 100644
index ea55e7a..0000000
--- a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/NCBootstrap.java
+++ /dev/null
@@ -1,47 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.examples.btree.helper;
-
-import java.util.logging.Logger;
-
-import edu.uci.ics.hyracks.api.application.INCApplicationContext;
-import edu.uci.ics.hyracks.api.application.INCBootstrap;
-
-public class NCBootstrap implements INCBootstrap {
-    private static final Logger LOGGER = Logger.getLogger(NCBootstrap.class.getName());
-
-    private INCApplicationContext appCtx;
-
-    @Override
-    public void start() throws Exception {
-        LOGGER.info("Starting NC Bootstrap");
-        RuntimeContext rCtx = new RuntimeContext(appCtx);
-        appCtx.setApplicationObject(rCtx);
-        LOGGER.info("Initialized RuntimeContext: " + rCtx);
-    }
-
-    @Override
-    public void stop() throws Exception {
-        LOGGER.info("Stopping Asterix NC Bootstrap");
-        RuntimeContext rCtx = (RuntimeContext) appCtx.getApplicationObject();
-        rCtx.close();
-    }
-
-    @Override
-    public void setApplicationContext(INCApplicationContext appCtx) {
-        this.appCtx = appCtx;
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/RuntimeContext.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/RuntimeContext.java
index 56d517f..aa5ce1d 100644
--- a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/RuntimeContext.java
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/RuntimeContext.java
@@ -17,8 +17,9 @@
 
 import edu.uci.ics.hyracks.api.application.INCApplicationContext;
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexRegistry;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexLifecycleManager;
 import edu.uci.ics.hyracks.storage.common.buffercache.BufferCache;
 import edu.uci.ics.hyracks.storage.common.buffercache.ClockPageReplacementStrategy;
 import edu.uci.ics.hyracks.storage.common.buffercache.DelayPageCleanerPolicy;
@@ -28,20 +29,30 @@
 import edu.uci.ics.hyracks.storage.common.buffercache.IPageReplacementStrategy;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapManager;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-import edu.uci.ics.hyracks.storage.common.smi.TransientFileMapManager;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepository;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepositoryFactory;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactory;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactoryProvider;
+import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceRepositoryFactory;
 
 public class RuntimeContext {
-    private IndexRegistry<IIndex> indexRegistry;
     private IBufferCache bufferCache;
     private IFileMapManager fileMapManager;
+    private ILocalResourceRepository localResourceRepository;
+    private IIndexLifecycleManager lcManager;
+    private ResourceIdFactory resourceIdFactory;
 
-    public RuntimeContext(INCApplicationContext appCtx) {
+    public RuntimeContext(INCApplicationContext appCtx) throws HyracksDataException {
         fileMapManager = new TransientFileMapManager();
         ICacheMemoryAllocator allocator = new HeapBufferAllocator();
         IPageReplacementStrategy prs = new ClockPageReplacementStrategy();
         bufferCache = new BufferCache(appCtx.getRootContext().getIOManager(), allocator, prs,
                 new DelayPageCleanerPolicy(1000), fileMapManager, 32768, 50, 100);
-        indexRegistry = new IndexRegistry<IIndex>();
+        lcManager = new IndexLifecycleManager();
+        ILocalResourceRepositoryFactory localResourceRepositoryFactory = new TransientLocalResourceRepositoryFactory();
+        localResourceRepository = localResourceRepositoryFactory.createRepository();
+        resourceIdFactory = (new ResourceIdFactoryProvider(localResourceRepository)).createResourceIdFactory();
     }
 
     public void close() {
@@ -56,11 +67,19 @@
         return fileMapManager;
     }
 
-    public IndexRegistry<IIndex> getIndexRegistry() {
-        return indexRegistry;
-    }
-
     public static RuntimeContext get(IHyracksTaskContext ctx) {
         return (RuntimeContext) ctx.getJobletContext().getApplicationContext().getApplicationObject();
     }
+
+    public ILocalResourceRepository getLocalResourceRepository() {
+        return localResourceRepository;
+    }
+
+    public ResourceIdFactory getResourceIdFactory() {
+        return resourceIdFactory;
+    }
+
+    public IIndexLifecycleManager getIndexLifecycleManager() {
+        return lcManager;
+    }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/StorageManagerInterface.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/StorageManagerInterface.java
index 4c6363b..e19847e 100644
--- a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/StorageManagerInterface.java
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/edu/uci/ics/hyracks/examples/btree/helper/StorageManagerInterface.java
@@ -19,6 +19,8 @@
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepository;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactory;
 
 public class StorageManagerInterface implements IStorageManagerInterface {
     private static final long serialVersionUID = 1L;
@@ -37,4 +39,14 @@
     public IFileMapProvider getFileMapProvider(IHyracksTaskContext ctx) {
         return RuntimeContext.get(ctx).getFileMapManager();
     }
+
+    @Override
+    public ILocalResourceRepository getLocalResourceRepository(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getLocalResourceRepository();
+    }
+
+    @Override
+    public ResourceIdFactory getResourceIdFactory(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getResourceIdFactory();
+    }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/resources/hyracks-deployment.properties b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/resources/hyracks-deployment.properties
deleted file mode 100644
index ab0ecb3..0000000
--- a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/resources/hyracks-deployment.properties
+++ /dev/null
@@ -1 +0,0 @@
-nc.bootstrap.class=edu.uci.ics.hyracks.examples.btree.helper.NCBootstrap
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml b/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml
new file mode 100644
index 0000000..93b5f4f
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml
@@ -0,0 +1,84 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>edu.uci.ics.hyracks.examples.btree</groupId>
+  <artifactId>btreeserver</artifactId>
+  <version>0.2.4-SNAPSHOT</version>
+  <name>btreeserver</name>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks.examples</groupId>
+    <artifactId>btree-example</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>edu.uci.ics.hyracks.control.cc.CCDriver</mainClass>
+                  <name>hyrackscc</name>
+                </program>
+                <program>
+                  <mainClass>edu.uci.ics.hyracks.control.nc.NCDriver</mainClass>
+                  <name>hyracksnc</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <artifactId>maven-assembly-plugin</artifactId>
+        <version>2.2-beta-5</version>
+        <executions>
+          <execution>
+            <configuration>
+              <descriptors>
+                <descriptor>src/main/assembly/binary-assembly.xml</descriptor>
+              </descriptors>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>attached</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks.examples.btree</groupId>
+  		<artifactId>btreehelper</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-control-cc</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-control-nc</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-examples/btree-example/btreeserver/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/btree-example/btreeserver/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..cd598d9
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeserver/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,23 @@
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>docs</directory>
+      <outputDirectory>docs</outputDirectory>
+    </fileSet>
+  </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-examples/btree-example/pom.xml b/hyracks/hyracks-examples/btree-example/pom.xml
index 0ff4fc3..622dc81 100644
--- a/hyracks/hyracks-examples/btree-example/pom.xml
+++ b/hyracks/hyracks-examples/btree-example/pom.xml
@@ -2,19 +2,18 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>edu.uci.ics.hyracks.examples</groupId>
   <artifactId>btree-example</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>btree-example</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-examples</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <modules>
     <module>btreehelper</module>
     <module>btreeclient</module>
-    <module>btreeapp</module>
+    <module>btreeserver</module>
   </modules>
 </project>
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/pom.xml b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/pom.xml
deleted file mode 100644
index 70c663d..0000000
--- a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/pom.xml
+++ /dev/null
@@ -1,192 +0,0 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples.compat</groupId>
-  <artifactId>hadoopcompatapp</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
-  <name>hadoopcompatapp</name>
-
-  <parent>
-    <groupId>edu.uci.ics.hyracks.examples</groupId>
-    <artifactId>hadoop-compat-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <pluginManagement>
-      <plugins>
-        <plugin>
-          <groupId>org.eclipse.m2e</groupId>
-          <artifactId>lifecycle-mapping</artifactId>
-          <version>1.0.0</version>
-          <configuration>
-            <lifecycleMappingMetadata>
-              <pluginExecutions>
-                <pluginExecution>
-                  <pluginExecutionFilter>
-                    <groupId>org.apache.maven.plugins</groupId>
-                    <artifactId>maven-dependency-plugin</artifactId>
-                    <versionRange>[1.0.0,)</versionRange>
-                    <goals>
-                      <goal>copy-dependencies</goal>
-                    </goals>
-                  </pluginExecutionFilter>
-                  <action>
-                    <ignore />
-                  </action>
-                </pluginExecution>
-              </pluginExecutions>
-            </lifecycleMappingMetadata>
-          </configuration>
-        </plugin>
-      </plugins>
-	</pluginManagement>
-  
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-dependency-plugin</artifactId>
-        <executions>
-          <execution>
-            <id>copy-dependencies</id>
-            <phase>package</phase>
-            <goals>
-              <goal>copy-dependencies</goal>
-            </goals>
-            <configuration>
-              <outputDirectory>target/application/lib</outputDirectory>
-            </configuration>
-          </execution>
-        </executions>
-      </plugin>
-      <plugin>
-        <artifactId>maven-assembly-plugin</artifactId>
-        <version>2.2-beta-5</version>
-        <executions>
-          <execution>
-            <configuration>
-              <descriptors>
-                <descriptor>src/main/assembly/app-assembly.xml</descriptor>
-              </descriptors>
-            </configuration>
-            <phase>package</phase>
-            <goals>
-              <goal>attached</goal>
-            </goals>
-          </execution>
-        </executions>
-      </plugin>
-      <plugin>
-      	<groupId>edu.uci.ics.hyracks</groupId>
-      	<artifactId>hyracks-virtualcluster-maven-plugin</artifactId>
-      	<version>0.2.3-SNAPSHOT</version>
-        <configuration>
-          <hyracksServerHome>${basedir}/../../../hyracks-server/target/hyracks-server-${project.version}-binary-assembly</hyracksServerHome>
-          <hyracksCLIHome>${basedir}/../../../hyracks-cli/target/hyracks-cli-${project.version}-binary-assembly</hyracksCLIHome>
-          <jvmOptions>${jvm.extraargs}</jvmOptions>
-        </configuration>
-        <executions>
-          <execution>
-            <id>hyracks-cc-start</id>
-            <phase>pre-integration-test</phase>
-            <goals>
-              <goal>start-cc</goal>
-            </goals>
-            <configuration>
-	      <workingDir>${project.build.directory}</workingDir>
-            </configuration>
-          </execution>
-          <execution>
-            <id>hyracks-nc1-start</id>
-            <phase>pre-integration-test</phase>
-            <goals>
-              <goal>start-nc</goal>
-            </goals>
-            <configuration>
-              <nodeId>NC1</nodeId>
-              <dataIpAddress>127.0.0.1</dataIpAddress>
-              <ccHost>localhost</ccHost>
-	      <workingDir>${project.build.directory}</workingDir>
-            </configuration>
-          </execution>
-          <execution>
-            <id>hyracks-nc2-start</id>
-            <phase>pre-integration-test</phase>
-            <goals>
-              <goal>start-nc</goal>
-            </goals>
-            <configuration>
-              <nodeId>NC2</nodeId>
-              <dataIpAddress>127.0.0.1</dataIpAddress>
-              <ccHost>localhost</ccHost>
-	      <workingDir>${project.build.directory}</workingDir>
-            </configuration>
-          </execution>
-          <execution>
-            <id>deploy-app</id>
-            <phase>pre-integration-test</phase>
-            <goals>
-              <goal>deploy-app</goal>
-            </goals>
-            <configuration>
-              <ccHost>localhost</ccHost>
-              <appName>compat</appName>
-              <harFile>${project.build.directory}/hadoopcompatapp-${project.version}-app-assembly.zip</harFile>
-            </configuration>
-          </execution>
-	     <execution>
-	       <id>stop-services</id>
-	       <phase>post-integration-test</phase>
-	       <goals>
-	         <goal>stop-services</goal>
-	       </goals>
-             </execution>
-          </executions>
-      </plugin>
-      <plugin>
-      	<groupId>org.apache.maven.plugins</groupId>
-      	<artifactId>maven-compiler-plugin</artifactId>
-      	<version>2.0.2</version>
-        <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
-        </configuration>
-      </plugin>
-      <plugin>
-      	<groupId>org.apache.maven.plugins</groupId>
-      	<artifactId>maven-failsafe-plugin</artifactId>
-      	<version>2.8.1</version>
-      	<executions>
-      	  <execution>
-      	    <id>it</id>
-      	    <phase>integration-test</phase>
-      	    <goals>
-      	      <goal>integration-test</goal>
-      	    </goals>
-      	  </execution>
-      	</executions>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-     <dependency>
-        <groupId>edu.uci.ics.hyracks.examples.compat</groupId>
-        <artifactId>hadoopcompathelper</artifactId>
-        <version>0.2.3-SNAPSHOT</version>
-        <scope>compile</scope>
-     </dependency>
-     <dependency>
-        <groupId>edu.uci.ics.hyracks.examples.compat</groupId>
-  	    <artifactId>hadoopcompatclient</artifactId>
-  	    <version>0.2.3-SNAPSHOT</version>
-  	    <type>jar</type>
-  	    <scope>test</scope>
-     </dependency>
-     <dependency>
-  	    <groupId>junit</groupId>
-  	    <artifactId>junit</artifactId>
-  	    <version>4.8.2</version>
-  	    <type>jar</type>
-  	    <scope>test</scope>
-     </dependency>
-  </dependencies>
-</project>
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/src/main/assembly/app-assembly.xml b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/src/main/assembly/app-assembly.xml
deleted file mode 100644
index 43ace6c..0000000
--- a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/src/main/assembly/app-assembly.xml
+++ /dev/null
@@ -1,13 +0,0 @@
-<assembly>
-  <id>app-assembly</id>
-  <formats>
-    <format>zip</format>
-  </formats>
-  <includeBaseDirectory>false</includeBaseDirectory>
-  <fileSets>
-    <fileSet>
-      <directory>target/application/lib</directory>
-      <outputDirectory>lib</outputDirectory>
-    </fileSet>
-  </fileSets>
-</assembly>
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatclient/pom.xml b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatclient/pom.xml
index dd96db8..31809c7 100644
--- a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatclient/pom.xml
+++ b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatclient/pom.xml
@@ -2,26 +2,25 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>edu.uci.ics.hyracks.examples.compat</groupId>
   <artifactId>hadoopcompatclient</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hadoopcompatclient</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks.examples</groupId>
     <artifactId>hadoop-compat-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <dependencies>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks.examples.compat</groupId>
   		<artifactId>hadoopcompathelper</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
@@ -33,8 +32,8 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
         </configuration>
       </plugin>
       <plugin>
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompathelper/pom.xml b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompathelper/pom.xml
index 1e029be..e8a9a1b 100644
--- a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompathelper/pom.xml
+++ b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompathelper/pom.xml
@@ -2,26 +2,25 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>edu.uci.ics.hyracks.examples.compat</groupId>
   <artifactId>hadoopcompathelper</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hadoopcompathelper</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks.examples</groupId>
     <artifactId>hadoop-compat-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <dependencies>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   </dependencies>
@@ -32,8 +31,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/conf/local_cluster.conf b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/conf/local_cluster.conf
similarity index 100%
rename from hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/conf/local_cluster.conf
rename to hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/conf/local_cluster.conf
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/data/file1.txt b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/data/file1.txt
similarity index 100%
rename from hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/data/file1.txt
rename to hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/data/file1.txt
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/data/file2.txt b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/data/file2.txt
similarity index 100%
rename from hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/data/file2.txt
rename to hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/data/file2.txt
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/job/wordcount/wordcount.job b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/job/wordcount/wordcount.job
similarity index 100%
rename from hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/job/wordcount/wordcount.job
rename to hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/job/wordcount/wordcount.job
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/pom.xml b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/pom.xml
new file mode 100644
index 0000000..36d612b
--- /dev/null
+++ b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/pom.xml
@@ -0,0 +1,170 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>edu.uci.ics.hyracks.examples.compat</groupId>
+  <artifactId>hadoopcompatserver</artifactId>
+  <version>0.2.4-SNAPSHOT</version>
+  <name>hadoopcompatserver</name>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks.examples</groupId>
+    <artifactId>hadoop-compat-example</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>edu.uci.ics.hyracks.control.cc.CCDriver</mainClass>
+                  <name>hyrackscc</name>
+                </program>
+                <program>
+                  <mainClass>edu.uci.ics.hyracks.control.nc.NCDriver</mainClass>
+                  <name>hyracksnc</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <artifactId>maven-assembly-plugin</artifactId>
+        <version>2.2-beta-5</version>
+        <executions>
+          <execution>
+            <configuration>
+              <descriptors>
+                <descriptor>src/main/assembly/binary-assembly.xml</descriptor>
+              </descriptors>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>attached</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+      	<groupId>edu.uci.ics.hyracks</groupId>
+      	<artifactId>hyracks-virtualcluster-maven-plugin</artifactId>
+      	<version>0.2.4-SNAPSHOT</version>
+        <configuration>
+          <hyracksServerHome>${basedir}/target/hadoopcompatserver-${project.version}-binary-assembly</hyracksServerHome>
+          <jvmOptions>${jvm.extraargs}</jvmOptions>
+        </configuration>
+        <executions>
+          <execution>
+            <id>hyracks-cc-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-cc</goal>
+            </goals>
+          </execution>
+          <execution>
+            <id>hyracks-nc1-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-nc</goal>
+            </goals>
+            <configuration>
+              <nodeId>NC1</nodeId>
+              <dataIpAddress>127.0.0.1</dataIpAddress>
+              <ccHost>localhost</ccHost>
+            </configuration>
+          </execution>
+          <execution>
+            <id>hyracks-nc2-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-nc</goal>
+            </goals>
+            <configuration>
+              <nodeId>NC2</nodeId>
+              <dataIpAddress>127.0.0.1</dataIpAddress>
+              <ccHost>localhost</ccHost>
+            </configuration>
+          </execution>
+          <execution>
+            <id>stop-services</id>
+            <phase>post-integration-test</phase>
+            <goals>
+              <goal>stop-services</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+      	<groupId>org.apache.maven.plugins</groupId>
+      	<artifactId>maven-compiler-plugin</artifactId>
+      	<version>2.0.2</version>
+        <configuration>
+          <source>1.6</source>
+          <target>1.6</target>
+        </configuration>
+      </plugin>
+      <plugin>
+      	<groupId>org.apache.maven.plugins</groupId>
+      	<artifactId>maven-failsafe-plugin</artifactId>
+      	<version>2.8.1</version>
+      	<executions>
+      	  <execution>
+      	    <id>it</id>
+      	    <phase>integration-test</phase>
+      	    <goals>
+      	      <goal>integration-test</goal>
+      	    </goals>
+      	  </execution>
+      	</executions>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+     <dependency>
+        <groupId>edu.uci.ics.hyracks.examples.compat</groupId>
+        <artifactId>hadoopcompathelper</artifactId>
+        <version>0.2.4-SNAPSHOT</version>
+        <scope>compile</scope>
+     </dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-control-cc</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-control-nc</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+     <dependency>
+        <groupId>edu.uci.ics.hyracks.examples.compat</groupId>
+  	    <artifactId>hadoopcompatclient</artifactId>
+  	    <version>0.2.4-SNAPSHOT</version>
+  	    <type>jar</type>
+  	    <scope>test</scope>
+     </dependency>
+     <dependency>
+  	    <groupId>junit</groupId>
+  	    <artifactId>junit</artifactId>
+  	    <version>4.8.2</version>
+  	    <type>jar</type>
+  	    <scope>test</scope>
+     </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..cd598d9
--- /dev/null
+++ b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,23 @@
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>docs</directory>
+      <outputDirectory>docs</outputDirectory>
+    </fileSet>
+  </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/src/test/java/edu/uci/ics/hyracks/examples/compat/test/WordCountCompatibilityIT.java b/hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/src/test/java/edu/uci/ics/hyracks/examples/compat/test/WordCountCompatibilityIT.java
similarity index 100%
rename from hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatapp/src/test/java/edu/uci/ics/hyracks/examples/compat/test/WordCountCompatibilityIT.java
rename to hyracks/hyracks-examples/hadoop-compat-example/hadoopcompatserver/src/test/java/edu/uci/ics/hyracks/examples/compat/test/WordCountCompatibilityIT.java
diff --git a/hyracks/hyracks-examples/hadoop-compat-example/pom.xml b/hyracks/hyracks-examples/hadoop-compat-example/pom.xml
index a2cf5ae..b4ba2a3 100644
--- a/hyracks/hyracks-examples/hadoop-compat-example/pom.xml
+++ b/hyracks/hyracks-examples/hadoop-compat-example/pom.xml
@@ -2,20 +2,19 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>edu.uci.ics.hyracks.examples</groupId>
   <artifactId>hadoop-compat-example</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>hadoop-compat-example</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-examples</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <modules>
     <module>hadoopcompathelper</module>
     <module>hadoopcompatclient</module>
-    <module>hadoopcompatapp</module>
+    <module>hadoopcompatserver</module>
   </modules>
 
   <dependencies>
@@ -30,7 +29,7 @@
       <dependency>
          <groupId>edu.uci.ics.hyracks</groupId>
          <artifactId>hyracks-hadoop-compat</artifactId>
-         <version>0.2.3-SNAPSHOT</version>
+         <version>0.2.4-SNAPSHOT</version>
          <type>jar</type>
          <scope>compile</scope>
       </dependency>
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part1.txt b/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part1.txt
new file mode 100644
index 0000000..e1d423f
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part1.txt
@@ -0,0 +1,557 @@
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |42.3631|-71.065|42.3631|-71.065|
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|42.1091|-70.696|42.1091|-70.696|
+3|124|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|40.8151|-73.0452|40.8151|-73.0452|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|40.8151|-73.0452|40.8151|-73.0452|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|42.2481|-71.174|42.2481|-71.174|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|61.1201|-149.89|61.1201|-149.89|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |61.1501|-149.926|61.1501|-149.926|
+32|131|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|61.181|-149.814|61.181|-149.814|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|61.1517|-149.86|61.1517|-149.86|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|61.1806|-149.814|61.1806|-149.814|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|61.1806|-149.775|61.1806|-149.775|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|61.1806|-149.775|61.1806|-149.775|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|61.1806|-149.775|61.1806|-149.775|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|61.2113|-149.824|61.2113|-149.824|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|61.1967|-149.877|61.1967|-149.877|
+64|34|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|61.2164|-149.892|61.2164|-149.892|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|61.1571|-149.883|61.1571|-149.883|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|61.2048|-149.834|61.2048|-149.834|
+67|58|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|61.0956|-149.843|61.0956|-149.843|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|61.1491|-149.809|61.1491|-149.809|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|61.1981|-149.871|61.1981|-149.871|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|61.1982|-149.876|61.1982|-149.876|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|61.1924|-149.909|61.1924|-149.909|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|61.2204|-149.728|61.2204|-149.728|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|61.196|-149.864|61.196|-149.864|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|61.1987|-149.889|61.1987|-149.889|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|61.1984|-149.897|61.1984|-149.897|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|61.1897|-149.898|61.1897|-149.898|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|61.1228|-149.81|61.1228|-149.81|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|61.1649|-149.881|61.1649|-149.881|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|61.1934|-149.887|61.1934|-149.887|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |61.2164|-149.892|61.2164|-149.892|
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |61.1932|-149.886|61.1932|-149.886|
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|61.2072|-149.888|61.2072|-149.888|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|61.2125|-149.904|61.2125|-149.904|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|61.2142|-149.806|61.2142|-149.806|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |61.1866|-149.923|61.1866|-149.923|
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|61.1089|-149.857|61.1089|-149.857|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|61.1024|-149.853|61.1024|-149.853|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|61.1891|-149.906|61.1891|-149.906|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|61.1891|-149.906|61.1891|-149.906|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |61.1891|-149.906|61.1891|-149.906|
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|61.1891|-149.906|61.1891|-149.906|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|61.1891|-149.906|61.1891|-149.906|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|61.1891|-149.906|61.1891|-149.906|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|61.1891|-149.906|61.1891|-149.906|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|61.1891|-149.906|61.1891|-149.906|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|61.1891|-149.906|61.1891|-149.906|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|61.1891|-149.906|61.1891|-149.906|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|61.1891|-149.906|61.1891|-149.906|
+195|136|F|120053.52|1993-12-28|3-MEDIUM|Clerk#000000216|0|old forges are furiously sheaves. slyly fi|61.1891|-149.906|61.1891|-149.906|
+196|65|F|33248.04|1993-03-17|2-HIGH|Clerk#000000988|0|beans boost at the foxes. silent foxes|61.1891|-149.906|61.1891|-149.906|
+197|34|P|100290.07|1995-04-07|2-HIGH|Clerk#000000969|0|solve quickly about the even braids. carefully express deposits affix care|61.1891|-149.906|61.1891|-149.906|
+198|112|O|125792.83|1998-01-02|4-NOT SPECIFIED|Clerk#000000331|0|its. carefully ironic requests sleep. furiously express fox|61.1891|-149.906|61.1891|-149.906|
+199|53|O|80592.44|1996-03-07|2-HIGH|Clerk#000000489|0|g theodolites. special packag|61.1891|-149.906|61.1891|-149.906|
+224|4|F|155680.60|1994-06-18|4-NOT SPECIFIED|Clerk#000000642|0|r the quickly thin courts. carefully|61.1891|-149.906|61.1891|-149.906|
+225|34|P|165890.47|1995-05-25|1-URGENT|Clerk#000000177|0|s. blithely ironic accounts wake quickly fluffily special acc|61.1891|-149.906|61.1891|-149.906|
+226|128|F|180119.22|1993-03-10|2-HIGH|Clerk#000000756|0|s are carefully at the blithely ironic acc|61.1891|-149.906|61.1891|-149.906|
+227|10|O|46076.46|1995-11-10|5-LOW|Clerk#000000919|0| express instructions. slyly regul|61.1891|-149.906|61.1891|-149.906|
+228|46|F|2638.98|1993-02-25|1-URGENT|Clerk#000000562|0|es was slyly among the regular foxes. blithely regular dependenci|61.1891|-149.906|61.1891|-149.906|
+229|112|F|142290.77|1993-12-29|1-URGENT|Clerk#000000628|0|he fluffily even instructions. furiously i|61.1891|-149.906|61.1891|-149.906|
+230|103|F|107231.60|1993-10-27|1-URGENT|Clerk#000000520|0|odolites. carefully quick requ|61.1891|-149.906|61.1891|-149.906|
+231|91|F|141554.06|1994-09-29|2-HIGH|Clerk#000000446|0| packages haggle slyly after the carefully ironic instruct|61.1891|-149.906|61.1891|-149.906|
+256|125|F|106315.25|1993-10-19|4-NOT SPECIFIED|Clerk#000000834|0|he fluffily final ideas might are final accounts. carefully f|61.1891|-149.906|61.1891|-149.906|
+257|124|O|7102.74|1998-03-28|3-MEDIUM|Clerk#000000680|0|ts against the sly warhorses cajole slyly accounts|61.1891|-149.906|61.1891|-149.906|
+258|43|F|186669.10|1993-12-29|1-URGENT|Clerk#000000167|0|dencies. blithely quick packages cajole. ruthlessly final accounts|61.1891|-149.906|61.1891|-149.906|
+259|44|F|75661.70|1993-09-29|4-NOT SPECIFIED|Clerk#000000601|0|ages doubt blithely against the final foxes. carefully express deposits dazzle|61.1891|-149.906|61.1891|-149.906|
+260|106|O|179292.14|1996-12-10|3-MEDIUM|Clerk#000000960|0|lently regular pinto beans sleep after the slyly e|61.1891|-149.906|61.1891|-149.906|
+261|47|F|201003.12|1993-06-29|3-MEDIUM|Clerk#000000310|0|ully fluffily brave instructions. furiousl|61.1891|-149.906|61.1891|-149.906|
+262|31|O|108443.84|1995-11-25|4-NOT SPECIFIED|Clerk#000000551|0|l packages. blithely final pinto beans use carefu|61.1891|-149.906|61.1891|-149.906|
+263|118|F|79782.56|1994-05-17|2-HIGH|Clerk#000000088|0| pending instructions. blithely un|61.1891|-149.906|61.1891|-149.906|
+288|8|O|163794.53|1997-02-21|1-URGENT|Clerk#000000109|0|uriously final requests. even, final ideas det|61.1891|-149.906|61.1891|-149.906|
+289|104|O|131092.67|1997-02-10|3-MEDIUM|Clerk#000000103|0|sily. slyly special excuse|61.1891|-149.906|61.1891|-149.906|
+290|118|F|62814.89|1994-01-01|4-NOT SPECIFIED|Clerk#000000735|0|efully dogged deposits. furiou|61.1891|-149.906|61.1891|-149.906|
+291|142|F|66817.05|1994-03-13|1-URGENT|Clerk#000000923|0|dolites. carefully regular pinto beans cajol|64.8541|-147.813|64.8541|-147.813|
+292|23|F|30783.05|1992-01-13|2-HIGH|Clerk#000000193|0|g pinto beans will have to sleep f|64.8414|-147.606|64.8414|-147.606|
+293|31|F|37248.78|1992-10-02|2-HIGH|Clerk#000000629|0|re bold, ironic deposits. platelets c|64.8371|-147.746|64.8371|-147.746|
+294|52|F|30059.47|1993-07-16|3-MEDIUM|Clerk#000000499|0|kly according to the frays. final dolphins affix quickly |64.8151|-147.707|64.8151|-147.707|
+295|19|F|89345.99|1994-09-29|2-HIGH|Clerk#000000155|0| unusual pinto beans play. regular ideas haggle|64.8371|-147.746|64.8371|-147.746|
+320|1|O|39835.54|1997-11-21|2-HIGH|Clerk#000000573|0|ar foxes nag blithely|64.849|-147.813|64.849|-147.813|
+321|124|F|62251.15|1993-03-21|3-MEDIUM|Clerk#000000289|0|equests run. blithely final dependencies after the deposits wake caref|64.8425|-147.724|64.8425|-147.724|
+322|134|F|127068.89|1992-03-19|1-URGENT|Clerk#000000158|0|fully across the slyly bold packages. packages against the quickly regular i|64.8425|-147.724|64.8425|-147.724|
+323|40|F|79683.42|1994-03-26|1-URGENT|Clerk#000000959|0|arefully pending foxes sleep blithely. slyly express accoun|64.849|-147.826|64.849|-147.826|
+324|106|F|26868.85|1992-03-20|1-URGENT|Clerk#000000352|0| about the ironic, regular deposits run blithely against the excuses|64.815|-147.882|64.815|-147.882|
+325|41|F|71543.41|1993-10-17|5-LOW|Clerk#000000844|0|ly sometimes pending pa|64.8906|-147.628|64.8906|-147.628|
+326|76|O|229165.17|1995-06-04|2-HIGH|Clerk#000000466|0| requests. furiously ironic asymptotes mold carefully alongside of the blit|64.8276|-147.639|64.8276|-147.639|
+327|145|P|24468.16|1995-04-17|5-LOW|Clerk#000000992|0|ng the slyly final courts. slyly even escapades eat |64.8461|-147.813|64.8461|-147.813|
+352|107|F|16003.86|1994-03-08|2-HIGH|Clerk#000000932|0|ke slyly bold pinto beans. blithely regular accounts against the spe|64.8281|-147.812|64.8281|-147.812|
+353|2|F|179984.42|1993-12-31|5-LOW|Clerk#000000449|0| quiet ideas sleep. even instructions cajole slyly. silently spe|64.8377|-147.718|64.8377|-147.718|
+354|139|O|157062.70|1996-03-14|2-HIGH|Clerk#000000511|0|ly regular ideas wake across the slyly silent ideas. final deposits eat b|64.8417|-147.718|64.8417|-147.718|
+355|71|F|69447.25|1994-06-14|5-LOW|Clerk#000000532|0|s. sometimes regular requests cajole. regular, pending accounts a|64.8145|-147.772|64.8145|-147.772|
+356|148|F|162786.67|1994-06-30|4-NOT SPECIFIED|Clerk#000000944|0|as wake along the bold accounts. even, |64.8541|-147.813|64.8541|-147.813|
+357|61|O|98723.11|1996-10-09|2-HIGH|Clerk#000000301|0|e blithely about the express, final accounts. quickl|64.8169|-147.779|64.8169|-147.779|
+358|4|F|226806.66|1993-09-20|2-HIGH|Clerk#000000392|0|l, silent instructions are slyly. silently even de|64.8378|-147.71|64.8378|-147.71|
+359|79|F|142891.22|1994-12-19|3-MEDIUM|Clerk#000000934|0|n dolphins. special courts above the carefully ironic requests use|64.8436|-147.722|64.8436|-147.722|
+384|115|F|122785.82|1992-03-03|5-LOW|Clerk#000000206|0|, even accounts use furiously packages. slyly ironic pla|64.9401|-147.402|64.9401|-147.402|
+385|34|O|50724.06|1996-03-22|5-LOW|Clerk#000000600|0|hless accounts unwind bold pain|64.8426|-147.719|64.8426|-147.719|
+386|61|F|90380.40|1995-01-25|2-HIGH|Clerk#000000648|0| haggle quickly. stealthily bold asymptotes haggle among the furiously even re|64.8534|-147.811|64.8534|-147.811|
+387|4|O|130647.18|1997-01-26|4-NOT SPECIFIED|Clerk#000000768|0| are carefully among the quickly even deposits. furiously silent req|64.9341|-147.928|64.9341|-147.928|
+388|46|F|120533.46|1992-12-16|4-NOT SPECIFIED|Clerk#000000356|0|ar foxes above the furiously ironic deposits nag slyly final reque|64.8393|-147.72|64.8393|-147.72|
+389|127|F|1984.14|1994-02-17|2-HIGH|Clerk#000000062|0|ing to the regular asymptotes. final, pending foxes about the blithely sil|64.8406|-147.731|64.8406|-147.731|
+390|103|O|168562.27|1998-04-07|5-LOW|Clerk#000000404|0|xpress asymptotes use among the regular, final pinto b|64.9281|-147.865|64.9281|-147.865|
+391|112|F|13282.23|1994-11-17|2-HIGH|Clerk#000000256|0|orges thrash fluffil|64.8371|-147.716|64.8371|-147.716|
+416|41|F|71362.50|1993-09-27|5-LOW|Clerk#000000294|0| the accounts. fluffily bold depo|64.9414|-147.841|64.9414|-147.841|
+417|55|F|91982.29|1994-02-06|3-MEDIUM|Clerk#000000468|0|ironic, even packages. thinly unusual accounts sleep along the slyly unusual |64.8363|-147.79|64.8363|-147.79|
+418|95|P|33124.96|1995-04-13|4-NOT SPECIFIED|Clerk#000000643|0|. furiously ironic instruc|64.8371|-147.716|64.8371|-147.716|
+419|118|O|111597.96|1996-10-01|3-MEDIUM|Clerk#000000376|0|osits. blithely pending theodolites boost carefully|64.8591|-147.917|64.8591|-147.917|
+420|91|O|198039.23|1995-10-31|4-NOT SPECIFIED|Clerk#000000756|0|leep carefully final excuses. fluffily pending requests unwind carefully above|64.8363|-147.79|64.8363|-147.79|
+421|40|F|1084.38|1992-02-22|5-LOW|Clerk#000000405|0|egular, even packages according to the final, un|55.3801|-131.682|55.3801|-131.682|
+422|74|O|106045.89|1997-05-31|4-NOT SPECIFIED|Clerk#000000049|0|aggle carefully across the accounts. regular accounts eat fluffi|55.3073|-131.528|55.3073|-131.528|
+423|104|O|26981.31|1996-06-01|1-URGENT|Clerk#000000674|0|quests. deposits cajole quickly. furiously bold accounts haggle q|55.3801|-131.682|55.3801|-131.682|
+448|149|O|114978.03|1995-08-21|3-MEDIUM|Clerk#000000597|0| regular, express foxes use blithely. quic|55.3601|-131.681|55.3601|-131.681|
+449|97|O|41605.63|1995-07-20|2-HIGH|Clerk#000000841|0|. furiously regular theodolites affix blithely |55.3279|-131.613|55.3279|-131.613|
+450|49|P|153386.61|1995-03-05|4-NOT SPECIFIED|Clerk#000000293|0|d theodolites. boldly bold foxes since the pack|55.3129|-131.588|55.3129|-131.588|
+451|100|O|104664.40|1998-05-25|5-LOW|Clerk#000000048|0|nic pinto beans. theodolites poach carefully; |55.3801|-131.682|55.3801|-131.682|
+452|61|O|2007.48|1997-10-14|1-URGENT|Clerk#000000498|0|t, unusual instructions above the blithely bold pint|55.3801|-131.682|55.3801|-131.682|
+453|46|O|216826.73|1997-05-26|5-LOW|Clerk#000000504|0|ss foxes. furiously regular ideas sleep according to t|55.4299|-131.789|55.4299|-131.789|
+454|49|O|23198.24|1995-12-27|5-LOW|Clerk#000000890|0|dolites sleep carefully blithely regular deposits. quickly regul|55.3801|-131.682|55.3801|-131.682|
+455|13|O|138010.76|1996-12-04|1-URGENT|Clerk#000000796|0| about the final platelets. dependen|55.3507|-131.671|55.3507|-131.671|
+480|73|F|20530.97|1993-05-08|5-LOW|Clerk#000000004|0|ealthy pinto beans. fluffily regular requests along the special sheaves wake |55.3801|-131.682|55.3801|-131.682|
+481|31|F|117827.18|1992-10-08|2-HIGH|Clerk#000000230|0|ly final ideas. packages haggle fluffily|55.3394|-131.636|55.3394|-131.636|
+482|127|O|136634.34|1996-03-26|1-URGENT|Clerk#000000295|0|ts. deposits wake: final acco|55.3801|-131.682|55.3801|-131.682|
+483|35|O|39793.05|1995-07-11|2-HIGH|Clerk#000000025|0|cross the carefully final e|55.3103|-131.582|55.3103|-131.582|
+484|55|O|219920.62|1997-01-03|3-MEDIUM|Clerk#000000545|0|grouches use. furiously bold accounts maintain. bold, regular deposits|55.3801|-131.682|55.3801|-131.682|
+485|101|O|110432.76|1997-03-26|2-HIGH|Clerk#000000105|0| regular ideas nag thinly furiously s|55.3801|-131.682|55.3801|-131.682|
+486|52|O|185968.15|1996-03-11|4-NOT SPECIFIED|Clerk#000000803|0|riously dolphins. fluffily ironic requ|55.3801|-131.682|55.3801|-131.682|
+487|109|F|48502.79|1992-08-18|1-URGENT|Clerk#000000086|0|ithely unusual courts eat accordi|55.3801|-131.682|55.3801|-131.682|
+512|64|P|124661.48|1995-05-20|5-LOW|Clerk#000000814|0|ding requests. carefully express theodolites was quickly. furious|55.3801|-131.682|55.3801|-131.682|
+513|61|O|63703.92|1995-05-01|2-HIGH|Clerk#000000522|0|regular packages. pinto beans cajole carefully against the even|55.3424|-131.634|55.3424|-131.634|
+514|76|O|104585.77|1996-04-04|2-HIGH|Clerk#000000094|0| cajole furiously. slyly final excuses cajole. slyly special instructions |55.4097|-131.729|55.4097|-131.729|
+515|142|F|153720.22|1993-08-29|4-NOT SPECIFIED|Clerk#000000700|0|eposits are furiously furiously silent pinto beans. pending pack|55.3801|-131.682|55.3801|-131.682|
+516|44|O|10677.86|1998-04-21|2-HIGH|Clerk#000000305|0|lar, unusual platelets are carefully. even courts sleep bold, final pinto bea|55.3801|-131.682|55.3801|-131.682|
+517|10|O|82197.79|1997-04-07|5-LOW|Clerk#000000359|0|slyly pending deposits cajole quickly packages. furiou|55.3462|-131.658|55.3462|-131.658|
+518|145|O|223537.09|1998-02-08|2-HIGH|Clerk#000000768|0| the carefully bold accounts. quickly regular excuses are|55.3801|-131.682|55.3801|-131.682|
+519|64|O|95731.50|1997-10-31|1-URGENT|Clerk#000000985|0|ains doze furiously against the f|55.3801|-131.682|55.3801|-131.682|
+544|94|F|47627.89|1993-02-17|2-HIGH|Clerk#000000145|0|the special, final accounts. dogged dolphins|55.3801|-131.682|55.3801|-131.682|
+545|64|O|23476.12|1995-11-07|2-HIGH|Clerk#000000537|0|as. blithely final hockey players about th|55.3801|-131.682|55.3801|-131.682|
+546|145|O|14790.37|1996-11-01|2-HIGH|Clerk#000000041|0|osits sleep. slyly special dolphins about the q|55.3801|-131.682|55.3801|-131.682|
+547|100|O|96855.29|1996-06-22|3-MEDIUM|Clerk#000000976|0|ing accounts eat. carefully regular packa|55.3801|-131.682|55.3801|-131.682|
+548|124|F|99088.75|1994-09-21|1-URGENT|Clerk#000000435|0|arefully express instru|55.3801|-131.682|55.3801|-131.682|
+549|110|F|141679.41|1992-07-13|1-URGENT|Clerk#000000196|0|ideas alongside of |55.3801|-131.682|55.3801|-131.682|
+550|25|O|33123.28|1995-08-02|1-URGENT|Clerk#000000204|0|t requests. blithely |61.5856|-149.316|61.5856|-149.316|
+551|91|O|46355.83|1995-05-30|1-URGENT|Clerk#000000179|0|xpress accounts boost quic|61.5781|-149.429|61.5781|-149.429|
+576|31|O|18307.45|1997-05-13|3-MEDIUM|Clerk#000000955|0|l requests affix regular requests. final account|61.6141|-149.457|61.6141|-149.457|
+577|56|F|34768.68|1994-12-19|5-LOW|Clerk#000000154|0| deposits engage stealthil|61.5801|-149.461|61.5801|-149.461|
+578|94|O|70392.02|1997-01-10|5-LOW|Clerk#000000281|0|e blithely even packages. slyly pending platelets bes|61.9071|-150.067|61.9071|-150.067|
+579|68|O|120828.12|1998-03-11|2-HIGH|Clerk#000000862|0| regular instructions. blithely even p|61.5928|-149.392|61.5928|-149.392|
+580|61|O|88219.12|1997-07-05|2-HIGH|Clerk#000000314|0|tegrate fluffily regular accou|61.6141|-149.457|61.6141|-149.457|
+581|70|O|126066.00|1997-02-23|4-NOT SPECIFIED|Clerk#000000239|0| requests. even requests use slyly. blithely ironic |61.5792|-149.36|61.5792|-149.36|
+582|50|O|129004.81|1997-10-21|1-URGENT|Clerk#000000378|0|n pinto beans print a|61.6049|-149.463|61.6049|-149.463|
+583|49|O|127817.38|1997-03-19|3-MEDIUM|Clerk#000000792|0|efully express requests. a|61.6099|-149.328|61.6099|-149.328|
+608|26|O|62567.99|1996-02-28|3-MEDIUM|Clerk#000000995|0|nic waters wake slyly slyly expre|61.5531|-149.651|61.5531|-149.651|
+609|127|F|21088.59|1994-06-01|3-MEDIUM|Clerk#000000348|0|- ironic gifts believe furiously ca|61.6141|-149.457|61.6141|-149.457|
+610|52|O|175142.28|1995-08-02|1-URGENT|Clerk#000000610|0|totes. ironic, unusual packag|61.6141|-149.457|61.6141|-149.457|
+611|106|F|73907.63|1993-01-27|1-URGENT|Clerk#000000401|0|ounts detect furiously ac|61.5531|-149.651|61.5531|-149.651|
+612|82|F|145695.42|1992-10-21|3-MEDIUM|Clerk#000000759|0|boost quickly quickly final excuses. final foxes use bravely afte|61.6141|-149.457|61.6141|-149.457|
+613|139|O|33396.35|1995-06-18|2-HIGH|Clerk#000000172|0|ts hinder among the deposits. fluffily ironic depos|61.7321|-150.12|61.7321|-150.12|
+614|134|F|218116.21|1992-12-01|2-HIGH|Clerk#000000388|0| deposits! even, daring theodol|61.6141|-149.457|61.6141|-149.457|
+615|67|F|32890.89|1992-05-09|5-LOW|Clerk#000000388|0|t to promise asymptotes. packages haggle alongside of the fluffil|61.582|-149.441|61.582|-149.441|
+640|97|F|145495.62|1993-01-23|2-HIGH|Clerk#000000433|0|r, unusual accounts boost carefully final ideas. slyly silent theod|61.5818|-149.44|61.5818|-149.44|
+641|133|F|120626.49|1993-08-30|5-LOW|Clerk#000000175|0|ents cajole furiously about the quickly silent pac|61.6141|-149.457|61.6141|-149.457|
+642|40|F|22994.51|1993-12-16|3-MEDIUM|Clerk#000000357|0| among the requests wake slyly alongside of th|61.7321|-150.12|61.7321|-150.12|
+643|58|P|180396.95|1995-03-25|2-HIGH|Clerk#000000354|0|g dependencies. regular accounts |61.6308|-149.415|61.6308|-149.415|
+644|8|F|201268.06|1992-05-01|1-URGENT|Clerk#000000550|0| blithely unusual platelets haggle ironic, special excuses. excuses unwi|61.5801|-149.461|61.5801|-149.461|
+645|115|F|234763.73|1994-12-03|2-HIGH|Clerk#000000090|0|quickly daring theodolites across the regu|61.5811|-149.444|61.5811|-149.444|
+646|52|F|142070.65|1994-11-22|2-HIGH|Clerk#000000203|0|carefully even foxes. fina|61.6521|-149.92|61.6521|-149.92|
+647|143|O|56449.23|1997-08-07|1-URGENT|Clerk#000000270|0|egular pearls. carefully express asymptotes are. even account|61.6141|-149.307|61.6141|-149.307|
+672|109|F|89877.09|1994-04-14|5-LOW|Clerk#000000106|0|egular requests are furiously according to |61.6168|-149.328|61.6168|-149.328|
+673|80|F|21137.08|1994-03-10|1-URGENT|Clerk#000000448|0| special pinto beans use quickly furiously even depende|61.5714|-149.381|61.5714|-149.381|
+674|34|F|27204.60|1992-08-29|5-LOW|Clerk#000000448|0|ully special deposits. furiously final warhorses affix carefully. fluffily f|61.6521|-149.92|61.6521|-149.92|
+675|13|O|125188.72|1997-07-31|2-HIGH|Clerk#000000168|0|ffily between the careful|61.5858|-149.376|61.5858|-149.376|
+676|38|O|163966.67|1996-12-13|2-HIGH|Clerk#000000248|0|the final deposits. special, pending|61.5822|-149.463|61.5822|-149.463|
+677|124|F|147915.68|1993-11-24|3-MEDIUM|Clerk#000000824|0|uriously special pinto beans cajole carefully. fi|61.5861|-149.303|61.5861|-149.303|
+678|131|F|135761.05|1993-02-27|5-LOW|Clerk#000000530|0|. blithely final somas about the|61.5821|-149.438|61.5821|-149.438|
+679|49|O|8945.03|1995-12-15|2-HIGH|Clerk#000000853|0|tealthy, final pinto beans haggle slyly. pending platelets about the special, |61.6281|-149.338|61.6281|-149.338|
+704|85|O|56210.26|1996-11-21|3-MEDIUM|Clerk#000000682|0|blithely pending platelets wake alongside of the final, iron|61.5771|-149.335|61.5771|-149.335|
+705|43|O|83773.49|1997-02-13|4-NOT SPECIFIED|Clerk#000000294|0|ithely regular dependencies. express, even packages sleep slyly pending t|61.5917|-149.464|61.5917|-149.464|
+706|148|O|23973.60|1995-09-09|1-URGENT|Clerk#000000448|0|g the packages. deposits caj|61.1927|-149.86|61.1927|-149.86|
+707|118|F|58218.35|1994-11-20|3-MEDIUM|Clerk#000000199|0| ideas about the silent, bold deposits nag dolphins|61.1879|-149.85|61.1879|-149.85|
+708|32|O|100445.59|1998-07-03|3-MEDIUM|Clerk#000000101|0|lphins cajole about t|61.1814|-149.849|61.1814|-149.849|
+709|37|O|72055.87|1998-04-21|1-URGENT|Clerk#000000461|0|ons alongside of the carefully bold pinto bea|61.2104|-149.892|61.2104|-149.892|
+710|133|F|208974.42|1993-01-02|5-LOW|Clerk#000000026|0| regular, regular requests boost. fluffily re|61.2093|-149.903|61.2093|-149.903|
+711|64|F|92484.70|1993-09-23|4-NOT SPECIFIED|Clerk#000000856|0|its. fluffily regular gifts are furi|61.1481|-149.829|61.1481|-149.829|
+736|47|O|130204.17|1998-06-21|5-LOW|Clerk#000000881|0|refully of the final pi|61.2161|-149.876|61.2161|-149.876|
+737|121|F|12984.85|1992-04-26|5-LOW|Clerk#000000233|0|ake blithely express, ironic theodolites. blithely special accounts wa|61.1972|-149.75|61.1972|-149.75|
+738|22|F|114145.18|1993-03-02|4-NOT SPECIFIED|Clerk#000000669|0|ly even foxes. furiously regular accounts cajole ca|61.2066|-149.887|61.2066|-149.887|
+739|1|O|159171.69|1998-05-31|5-LOW|Clerk#000000900|0| against the slyly ironic packages nag slyly ironic|61.2161|-149.876|61.2161|-149.876|
+740|44|O|83490.99|1995-07-16|3-MEDIUM|Clerk#000000583|0|courts haggle furiously across the final, regul|61.195|-149.834|61.195|-149.834|
+741|106|O|47985.98|1998-07-07|2-HIGH|Clerk#000000295|0|ic instructions. slyly express instructions solv|61.2038|-149.808|61.2038|-149.808|
+742|103|F|207632.55|1994-12-23|5-LOW|Clerk#000000543|0|equests? slyly ironic dolphins boost carefully above the blithely|61.1228|-149.862|61.1228|-149.862|
+743|79|O|23614.89|1996-10-04|4-NOT SPECIFIED|Clerk#000000933|0|eans. furiously ironic deposits sleep carefully carefully qui|61.2005|-149.785|61.2005|-149.785|
+768|98|O|220636.82|1996-08-20|3-MEDIUM|Clerk#000000411|0|jole slyly ironic packages. slyly even idea|61.181|-149.825|61.181|-149.825|
+769|80|F|43092.76|1993-06-02|3-MEDIUM|Clerk#000000172|0|ggle furiously. ironic packages haggle slyly. bold platelets affix s|61.1867|-149.919|61.1867|-149.919|
+770|32|O|64271.75|1998-05-23|5-LOW|Clerk#000000572|0|heodolites. furiously special pinto beans cajole pac|61.1955|-149.911|61.1955|-149.911|
+771|46|O|105302.05|1995-06-17|1-URGENT|Clerk#000000105|0|s. furiously final instructions across the deposit|61.1089|-149.858|61.1089|-149.858|
+772|97|F|128234.96|1993-04-17|2-HIGH|Clerk#000000430|0|s boost blithely fluffily idle ideas? fluffily even pin|61.1805|-149.889|61.1805|-149.889|
+773|133|F|146862.27|1993-09-26|3-MEDIUM|Clerk#000000307|0|tions are quickly accounts. accounts use bold, even pinto beans. gifts ag|61.1534|-149.985|61.1534|-149.985|
+774|80|O|145857.60|1995-12-04|1-URGENT|Clerk#000000883|0|tealthily even depths|61.1901|-149.911|61.1901|-149.911|
+775|134|F|59455.61|1995-03-18|1-URGENT|Clerk#000000191|0|kly express requests. fluffily silent accounts poach furiously|61.2122|-149.734|61.2122|-149.734|
+800|56|O|87892.38|1998-07-14|2-HIGH|Clerk#000000213|0|y alongside of the pending packages? final platelets nag fluffily carefu|61.1951|-149.906|61.1951|-149.906|
+801|118|F|127717.72|1992-02-18|1-URGENT|Clerk#000000186|0|iously from the furiously enticing reques|61.2043|-149.869|61.2043|-149.869|
+802|137|F|156381.95|1995-01-05|1-URGENT|Clerk#000000516|0|posits. ironic, pending requests cajole. even theodol|61.2036|-149.869|61.2036|-149.869|
+803|16|O|27629.66|1997-04-29|5-LOW|Clerk#000000260|0|ic instructions. even deposits haggle furiously at the deposits-- regular de|61.1883|-149.886|61.1883|-149.886|
+804|50|F|94400.43|1993-03-12|3-MEDIUM|Clerk#000000931|0|s. blithely final foxes are about the packag|61.2141|-149.864|61.2141|-149.864|
+805|127|O|90042.41|1995-07-05|4-NOT SPECIFIED|Clerk#000000856|0|y according to the fluffily |61.1955|-149.782|61.1955|-149.782|
+806|131|O|26839.16|1996-06-20|2-HIGH|Clerk#000000240|0| the ironic packages wake carefully fina|61.2183|-149.894|61.2183|-149.894|
+807|145|F|222392.53|1993-11-24|3-MEDIUM|Clerk#000000012|0|refully special tithes. blithely regular accoun|61.1417|-149.864|61.1417|-149.864|
+832|29|F|68494.08|1992-04-19|5-LOW|Clerk#000000495|0|xes. bravely regular packages sleep up the furiously bold accou|61.1883|-149.883|61.1883|-149.883|
+833|56|F|49033.69|1994-02-13|3-MEDIUM|Clerk#000000437|0|ts haggle quickly across the slyl|61.2161|-149.876|61.2161|-149.876|
+834|43|F|46459.92|1994-05-23|3-MEDIUM|Clerk#000000805|0| sleep. quickly even foxes are boldly. slyly express requests use slyly|61.2193|-149.869|61.2193|-149.869|
+835|65|O|62430.67|1995-10-08|4-NOT SPECIFIED|Clerk#000000416|0|s about the carefully special foxes haggle quickly about the|61.2191|-149.888|61.2191|-149.888|
+836|70|O|72843.48|1996-11-25|4-NOT SPECIFIED|Clerk#000000729|0|ely bold excuses sleep regular ideas. furiously unusual ideas wake furiou|61.2191|-149.888|61.2191|-149.888|
+837|116|F|60918.41|1994-06-15|4-NOT SPECIFIED|Clerk#000000563|0|kages sleep slyly above the ironic, final orbits|61.2191|-149.888|61.2191|-149.888|
+838|17|O|82918.36|1998-01-29|5-LOW|Clerk#000000213|0| slyly around the slyly even|61.2191|-149.888|61.2191|-149.888|
+839|28|O|70182.63|1995-08-08|1-URGENT|Clerk#000000951|0|the carefully even platelets. furiously unusual fo|61.2191|-149.888|61.2191|-149.888|
+864|139|O|74710.74|1997-08-17|1-URGENT|Clerk#000000036|0|ly after the slyly regular deposits. express, regular asymptotes nag ca|61.2191|-149.888|61.2191|-149.888|
+865|4|F|70430.54|1993-05-04|3-MEDIUM|Clerk#000000337|0|. special packages wake after the carefully final accounts. express pinto be|61.2191|-149.888|61.2191|-149.888|
+866|40|F|4766.19|1992-11-28|3-MEDIUM|Clerk#000000718|0|ins after the even, even accounts nod blithel|61.2191|-149.888|61.2191|-149.888|
+867|26|F|7471.75|1993-11-16|3-MEDIUM|Clerk#000000877|0|pades nag quickly final, |61.2191|-149.888|61.2191|-149.888|
+868|104|F|127345.45|1992-06-09|4-NOT SPECIFIED|Clerk#000000782|0|onic theodolites print carefully. blithely dogge|61.2191|-149.888|61.2191|-149.888|
+869|136|O|58932.19|1997-01-12|2-HIGH|Clerk#000000245|0|ar sheaves are slowly. slyly even attainments boost theodolites. furiously|61.2191|-149.888|61.2191|-149.888|
+870|34|F|40492.37|1993-06-20|4-NOT SPECIFIED|Clerk#000000123|0|blithely ironic ideas nod. sly, r|61.2191|-149.888|61.2191|-149.888|
+871|16|O|172861.58|1995-11-15|5-LOW|Clerk#000000882|0|oss the ironic theodolites.|61.1891|-149.906|61.1891|-149.906|
+896|2|F|169847.63|1993-03-09|1-URGENT|Clerk#000000187|0|inal packages eat blithely according to the warhorses. furiously quiet de|61.2191|-149.888|61.2191|-149.888|
+897|49|P|57697.44|1995-03-20|1-URGENT|Clerk#000000316|0| wake quickly against |61.2191|-149.888|61.2191|-149.888|
+898|55|F|101020.75|1993-06-03|2-HIGH|Clerk#000000611|0|. unusual pinto beans haggle quickly across |61.1101|-149.857|61.1101|-149.857|
+899|109|O|125562.09|1998-04-08|5-LOW|Clerk#000000575|0|rts engage carefully final theodolites.|61.1101|-149.857|61.1101|-149.857|
+900|46|F|120073.51|1994-10-01|4-NOT SPECIFIED|Clerk#000000060|0| fluffily express deposits nag furiousl|61.1101|-149.857|61.1101|-149.857|
+901|13|O|81826.12|1998-07-21|4-NOT SPECIFIED|Clerk#000000929|0|lyly even foxes are furious, silent requests. requests about the quickly |61.1101|-149.857|61.1101|-149.857|
+902|10|F|37348.62|1994-07-27|4-NOT SPECIFIED|Clerk#000000811|0|yly final requests over the furiously regula|61.1101|-149.857|61.1101|-149.857|
+903|11|O|109351.87|1995-07-07|4-NOT SPECIFIED|Clerk#000000793|0|e slyly about the final pl|61.1101|-149.857|61.1101|-149.857|
+928|67|F|228136.49|1995-03-02|5-LOW|Clerk#000000450|0|ithely express pinto beans. |61.1101|-149.857|61.1101|-149.857|
+929|83|F|109301.02|1992-10-02|2-HIGH|Clerk#000000160|0|its. furiously even foxes affix carefully finally silent accounts. express req|61.1101|-149.857|61.1101|-149.857|
+930|131|F|199102.23|1994-12-17|1-URGENT|Clerk#000000004|0| accounts nag slyly. ironic, ironic accounts wake blithel|61.1101|-149.857|61.1101|-149.857|
+931|103|F|117909.23|1992-12-07|1-URGENT|Clerk#000000881|0|ss packages haggle furiously express, regular deposits. even, e|61.1101|-149.857|61.1101|-149.857|
+932|41|O|40234.50|1997-05-16|2-HIGH|Clerk#000000218|0|ly express instructions boost furiously reg|61.1101|-149.857|61.1101|-149.857|
+933|97|F|71349.30|1992-08-05|4-NOT SPECIFIED|Clerk#000000752|0|ial courts wake permanently against the furiously regular ideas. unusual |61.1101|-149.857|61.1101|-149.857|
+934|52|O|17213.59|1996-07-03|1-URGENT|Clerk#000000229|0|ts integrate carefully. sly, regular deposits af|61.1101|-149.857|61.1101|-149.857|
+935|50|O|97733.87|1997-09-24|5-LOW|Clerk#000000180|0|iously final deposits cajole. blithely even packages |61.1101|-149.857|61.1101|-149.857|
+960|35|F|63537.13|1994-09-21|3-MEDIUM|Clerk#000000120|0|regular accounts. requests|61.1101|-149.857|61.1101|-149.857|
+961|56|P|158893.16|1995-06-04|4-NOT SPECIFIED|Clerk#000000720|0|ons nag furiously among the quickl|61.1101|-149.857|61.1101|-149.857|
+962|37|F|98258.73|1994-05-06|5-LOW|Clerk#000000463|0|ments nag deposits. fluffily ironic a|61.1101|-149.857|61.1101|-149.857|
+963|26|F|53287.25|1994-05-26|3-MEDIUM|Clerk#000000497|0|uses haggle carefully. slyly even dependencies after the packages ha|61.1101|-149.857|61.1101|-149.857|
+964|76|O|131146.47|1995-05-20|3-MEDIUM|Clerk#000000657|0|print blithely ironic, careful theodolit|61.1101|-149.857|61.1101|-149.857|
+965|70|P|41758.44|1995-05-15|5-LOW|Clerk#000000218|0|iously special packages. slyly pending requests are carefully |64.8591|-147.917|64.8591|-147.917|
+966|14|O|120516.93|1998-04-30|2-HIGH|Clerk#000000239|0|special deposits. furious|64.8273|-147.715|64.8273|-147.715|
+967|110|F|179287.95|1992-06-21|3-MEDIUM|Clerk#000000167|0|excuses engage quickly bold dep|64.8281|-147.715|64.8281|-147.715|
+992|55|O|133665.12|1997-11-11|3-MEDIUM|Clerk#000000875|0|ts. regular pinto beans thrash carefully sl|64.8552|-147.763|64.8552|-147.763|
+993|80|O|198238.65|1995-09-10|3-MEDIUM|Clerk#000000894|0|quickly express accounts among the furiously bol|64.8481|-147.684|64.8481|-147.684|
+994|2|F|41433.48|1994-04-20|5-LOW|Clerk#000000497|0|ole. slyly bold excuses nag caref|64.8522|-147.773|64.8522|-147.773|
+995|116|P|135157.92|1995-05-31|3-MEDIUM|Clerk#000000439|0|deas. blithely final deposits play. express accounts wake blithely caref|64.8467|-147.703|64.8467|-147.703|
+996|71|O|47447.63|1997-12-29|1-URGENT|Clerk#000000497|0|arefully final packages into the slyly final requests affix blit|64.8963|-147.662|64.8963|-147.662|
+997|109|O|27561.82|1997-05-19|2-HIGH|Clerk#000000651|0|ly express depths. furiously final requests haggle furiously. carefu|64.8372|-147.796|64.8372|-147.796|
+998|32|F|65269.38|1994-11-26|4-NOT SPECIFIED|Clerk#000000956|0|ronic dolphins. ironic, bold ideas haggle furiously furious|64.8312|-147.716|64.8312|-147.716|
+999|61|F|145249.13|1993-09-05|5-LOW|Clerk#000000464|0|pitaphs sleep. regular accounts use. f|64.811|-147.71|64.811|-147.71|
+1024|4|O|176084.63|1997-12-23|5-LOW|Clerk#000000903|0| blithely. even, express theodolites cajole slyly across|64.8971|-147.663|64.8971|-147.663|
+1025|103|F|82034.03|1995-05-05|2-HIGH|Clerk#000000376|0|ross the slyly final pa|64.85|-147.699|64.85|-147.699|
+1026|73|O|36464.76|1997-06-04|5-LOW|Clerk#000000223|0|s wake blithely. special acco|64.8389|-147.743|64.8389|-147.743|
+1027|128|F|112770.89|1992-06-03|3-MEDIUM|Clerk#000000241|0|equests cajole. slyly final pinto bean|64.781|-148|64.781|-148|
+1028|70|F|153864.67|1994-01-01|2-HIGH|Clerk#000000131|0|ts are. final, silent deposits are among the fl|64.8377|-147.718|64.8377|-147.718|
+1029|130|F|47440.91|1994-06-21|2-HIGH|Clerk#000000700|0|quests sleep. slyly even foxes wake quickly final theodolites. clo|64.8248|-147.886|64.8248|-147.886|
+1030|134|F|16346.94|1994-06-15|5-LOW|Clerk#000000422|0|ully ironic accounts sleep carefully. requests are carefully alongside of the |64.818|-147.679|64.818|-147.679|
+1031|4|F|128024.71|1994-09-01|3-MEDIUM|Clerk#000000448|0|s; ironic theodolites along the carefully ex|64.8271|-147.79|64.8271|-147.79|
+1056|28|F|38446.39|1995-02-11|1-URGENT|Clerk#000000125|0|t, even deposits hang about the slyly special i|64.8451|-147.812|64.8451|-147.812|
+1057|76|F|108107.42|1992-02-20|1-URGENT|Clerk#000000124|0|cuses dazzle carefully careful, ironic pinto beans. carefully even theod|64.8311|-147.729|64.8311|-147.729|
+1058|53|F|89359.11|1993-04-26|3-MEDIUM|Clerk#000000373|0|kly pending courts haggle. blithely regular sheaves integrate carefully fi|64.8454|-147.855|64.8454|-147.855|
+1059|127|F|198360.22|1994-02-27|1-URGENT|Clerk#000000104|0|en accounts. carefully bold packages cajole daringly special depende|64.8302|-147.744|64.8302|-147.744|
+1060|140|F|121994.04|1993-02-21|3-MEDIUM|Clerk#000000989|0|l platelets sleep quickly slyly special requests. furiously |64.8113|-147.91|64.8113|-147.91|
+1061|103|O|166947.75|1998-05-15|5-LOW|Clerk#000000576|0|uests sleep at the packages. fur|64.8271|-147.789|64.8271|-147.789|
+1062|106|O|39805.04|1997-01-15|1-URGENT|Clerk#000000152|0|eposits use blithely |64.8451|-147.698|64.8451|-147.698|
+1063|37|F|41392.31|1994-04-02|2-HIGH|Clerk#000000024|0|deposits nag quickly regular deposits. quickl|64.8586|-147.69|64.8586|-147.69|
+1088|148|F|47120.41|1992-05-21|5-LOW|Clerk#000000347|0|counts are blithely. platelets print. carefully |64.8507|-147.702|64.8507|-147.702|
+1089|49|O|103192.74|1996-05-04|4-NOT SPECIFIED|Clerk#000000226|0|ns haggle ruthlessly. even requests are quickly abov|64.8371|-147.716|64.8371|-147.716|
+1090|19|O|32929.30|1997-11-15|2-HIGH|Clerk#000000300|0| furiously regular platelets haggle along the slyly unusual foxes! |64.8449|-147.743|64.8449|-147.743|
+1091|83|O|35795.22|1996-08-27|1-URGENT|Clerk#000000549|0| even pinto beans haggle quickly alongside of the eve|64.8475|-147.706|64.8475|-147.706|
+1092|124|P|85552.21|1995-03-04|3-MEDIUM|Clerk#000000006|0|re quickly along the blithe|64.8452|-147.714|64.8452|-147.714|
+1093|101|O|79189.58|1997-07-31|4-NOT SPECIFIED|Clerk#000000159|0| after the carefully ironic requests. carefully ironic packages wake fluffil|64.8125|-147.787|64.8125|-147.787|
+1094|145|O|9006.25|1997-12-24|3-MEDIUM|Clerk#000000570|0|beans affix furiously about the pending, even deposits. finally pendi|55.3801|-131.682|55.3801|-131.682|
+1095|145|O|178491.24|1995-08-22|3-MEDIUM|Clerk#000000709|0|sly bold requests cajole carefully according to|55.3801|-131.682|55.3801|-131.682|
+1120|140|O|107958.62|1997-11-07|3-MEDIUM|Clerk#000000319|0|lly special requests. slyly pending platelets are quickly pending requ|55.3801|-131.682|55.3801|-131.682|
+1121|29|O|241837.88|1997-01-13|3-MEDIUM|Clerk#000000541|0|r escapades. deposits above the fluffily bold requests hag|55.3801|-131.682|55.3801|-131.682|
+1122|121|O|179747.47|1997-01-10|1-URGENT|Clerk#000000083|0|uffily carefully final theodolites. furiously express packages affix|55.3801|-131.682|55.3801|-131.682|
+1123|73|O|93259.93|1996-08-03|3-MEDIUM|Clerk#000000929|0|uriously pending requests. slyly regular instruction|55.3801|-131.682|55.3801|-131.682|
+1124|80|O|141858.97|1998-07-30|5-LOW|Clerk#000000326|0|regular pinto beans along the fluffily silent packages|55.3599|-131.687|55.3599|-131.687|
+1125|25|F|80438.38|1994-10-27|2-HIGH|Clerk#000000510|0|ithely final requests. i|55.4381|-131.803|55.4381|-131.803|
+1126|145|O|59982.31|1998-01-28|4-NOT SPECIFIED|Clerk#000000928|0|d slyly regular ideas: special ideas believe slyly. slyly ironic sheaves w|55.3751|-131.718|55.3751|-131.718|
+1127|58|O|103320.91|1995-09-19|4-NOT SPECIFIED|Clerk#000000397|0|usly silent, regular pinto beans. blithely express requests boos|55.3421|-131.641|55.3421|-131.641|
+1152|49|F|51775.54|1994-08-14|4-NOT SPECIFIED|Clerk#000000496|0|equests. deposits ab|55.3408|-131.64|55.3408|-131.64|
+1153|121|O|220727.97|1996-04-18|5-LOW|Clerk#000000059|0| across the pending deposi|55.2978|-131.534|55.2978|-131.534|
+1154|37|F|192417.85|1992-02-15|1-URGENT|Clerk#000000268|0|old asymptotes are special requests. blithely even deposits sleep furiously|55.3801|-131.682|55.3801|-131.682|
+1155|149|O|126902.81|1997-10-06|2-HIGH|Clerk#000000164|0|c deposits haggle among the ironic, even requests. carefully ironic sheaves n|55.3801|-131.682|55.3801|-131.682|
+1156|133|O|217682.81|1996-10-19|1-URGENT|Clerk#000000200|0| blithely ironic dolphins. furiously pendi|55.3421|-131.622|55.3421|-131.622|
+1157|97|O|85394.06|1998-01-14|4-NOT SPECIFIED|Clerk#000000207|0|out the regular excuses boost carefully against the furio|55.3801|-131.682|55.3801|-131.682|
+1158|142|O|31075.51|1996-06-30|2-HIGH|Clerk#000000549|0|integrate slyly furiously ironic deposit|55.3801|-131.682|55.3801|-131.682|
+1159|70|F|55553.68|1992-09-18|3-MEDIUM|Clerk#000000992|0|ts may sleep. requests according to the|55.3801|-131.682|55.3801|-131.682|
+1184|89|O|39700.29|1997-10-26|5-LOW|Clerk#000000777|0|iously even packages haggle fluffily care|55.3267|-131.523|55.3267|-131.523|
+1185|74|F|47033.21|1992-08-24|5-LOW|Clerk#000000344|0| even escapades are. package|55.3522|-131.685|55.3522|-131.685|
+1186|59|O|82026.18|1996-08-15|4-NOT SPECIFIED|Clerk#000000798|0|ingly regular pinto beans: instructi|55.5351|-133.014|55.5351|-133.014|
+1187|134|F|85948.02|1992-11-20|3-MEDIUM|Clerk#000000047|0|s after the furiously final deposits boost slyly under the|55.5351|-133.014|55.5351|-133.014|
+1188|20|O|54655.07|1996-04-11|2-HIGH|Clerk#000000256|0|ully ironic deposits. slyl|55.5351|-133.014|55.5351|-133.014|
+1189|46|F|71017.99|1994-04-09|1-URGENT|Clerk#000000243|0|f the even accounts. courts print blithely ironic accounts. sile|55.5351|-133.014|55.5351|-133.014|
+1190|13|O|31043.39|1997-03-16|5-LOW|Clerk#000000575|0|ccounts above the foxes integrate carefully after the |55.5351|-133.014|55.5351|-133.014|
+1191|112|O|28623.04|1995-11-07|3-MEDIUM|Clerk#000000011|0|uests nag furiously. carefully even requests|55.4691|-132.855|55.4691|-132.855|
+1216|122|F|68056.57|1992-12-07|5-LOW|Clerk#000000918|0|nal foxes around the e|55.5511|-133.081|55.5511|-133.081|
+1217|7|F|40982.08|1992-04-26|4-NOT SPECIFIED|Clerk#000000538|0| foxes nag quickly. ironic excuses nod. blithely pending|55.5351|-133.014|55.5351|-133.014|
+1218|10|F|99834.47|1994-06-20|4-NOT SPECIFIED|Clerk#000000994|0|s cajole. special, silent deposits about the theo|55.5531|-133.097|55.5531|-133.097|
+1219|28|O|10163.56|1995-10-05|3-MEDIUM|Clerk#000000800|0|od carefully. slyly final dependencies across the even fray|55.5351|-133.014|55.5351|-133.014|
+1220|49|O|122157.14|1996-08-29|1-URGENT|Clerk#000000712|0|inal theodolites wake. fluffily ironic asymptotes cajol|55.4726|-131.793|55.4726|-131.793|
+1221|14|F|117397.16|1992-04-19|4-NOT SPECIFIED|Clerk#000000852|0| detect against the silent, even deposits. carefully ironic|55.3801|-131.682|55.3801|-131.682|
+1222|10|F|47623.94|1993-02-05|3-MEDIUM|Clerk#000000811|0|theodolites use quickly even accounts. carefully final asympto|55.3801|-131.682|55.3801|-131.682|
+1223|10|O|26714.67|1996-05-25|4-NOT SPECIFIED|Clerk#000000238|0|posits was blithely fr|55.3801|-131.682|55.3801|-131.682|
+1248|49|F|210713.88|1992-01-02|1-URGENT|Clerk#000000890|0|t the carefully regular dugouts. s|61.5745|-149.562|61.5745|-149.562|
+1249|149|F|45889.09|1994-01-05|1-URGENT|Clerk#000000095|0|al ideas sleep above the pending pin|61.7321|-150.12|61.7321|-150.12|
+1250|37|F|12907.62|1992-09-29|4-NOT SPECIFIED|Clerk#000000652|0|ts after the fluffily pending instructions use slyly about the s|61.5421|-149.419|61.5421|-149.419|
+1251|38|O|109536.55|1997-10-30|1-URGENT|Clerk#000000276|0|, brave sauternes. deposits boost fluffily.|61.5722|-149.702|61.5722|-149.702|
+1252|149|O|93403.05|1997-08-04|5-LOW|Clerk#000000348|0|ng the slyly regular excuses. special courts nag furiously blithely e|61.5743|-149.405|61.5743|-149.405|
+1253|115|F|92730.74|1993-01-26|1-URGENT|Clerk#000000775|0| requests sleep furiously even foxes. ruthless packag|61.578|-149.441|61.578|-149.441|
+1254|70|O|94649.25|1995-12-22|1-URGENT|Clerk#000000607|0| pinto beans. carefully regular request|61.5826|-149.427|61.5826|-149.427|
+1255|122|F|62518.31|1994-05-30|4-NOT SPECIFIED|Clerk#000000798|0|ct slyly regular accounts. quick|61.5586|-149.351|61.5586|-149.351|
+1280|97|F|91664.85|1993-01-11|5-LOW|Clerk#000000160|0|posits thrash quickly after the theodolites. furiously iro|61.5844|-149.442|61.5844|-149.442|
+1281|62|F|165454.51|1994-12-11|1-URGENT|Clerk#000000430|0|counts. carefully pending accounts eat |61.5817|-149.472|61.5817|-149.472|
+1282|116|F|61297.42|1992-02-29|4-NOT SPECIFIED|Clerk#000000168|0|he quickly special packages. furiously final re|61.6141|-149.457|61.6141|-149.457|
+1283|118|O|202623.92|1996-08-30|4-NOT SPECIFIED|Clerk#000000260|0| pinto beans boost slyly ac|61.5761|-149.602|61.5761|-149.602|
+1284|134|O|106122.38|1996-01-07|2-HIGH|Clerk#000000492|0|s. blithely silent deposits s|61.6141|-149.457|61.6141|-149.457|
+1285|11|F|139124.72|1992-06-01|1-URGENT|Clerk#000000423|0|cial deposits cajole after the ironic requests. p|61.58|-149.434|61.58|-149.434|
+1286|109|F|207291.83|1993-05-14|4-NOT SPECIFIED|Clerk#000000939|0| deposits use carefully from the excuses. slyly bold p|61.6002|-149.429|61.6002|-149.429|
+1287|19|F|131432.42|1994-07-05|2-HIGH|Clerk#000000288|0|ly ironic dolphins integrate furiously among the final packages. st|61.569|-149.347|61.569|-149.347|
+1312|112|F|58111.00|1994-05-19|3-MEDIUM|Clerk#000000538|0|n, express accounts across the ironic|61.5812|-149.448|61.5812|-149.448|
+1313|148|F|46598.65|1994-09-13|1-URGENT|Clerk#000000774|0|ld accounts. regular deposits cajole. ironically pending theodolites use car|61.6141|-149.457|61.6141|-149.457|
+1314|143|F|56207.66|1994-05-13|3-MEDIUM|Clerk#000000485|0|ickly blithe packages nod ideas. furiously bold braids boost around the car|61.6141|-149.457|61.6141|-149.457|
+1315|22|O|121935.23|1998-03-22|5-LOW|Clerk#000000840|0|final theodolites alongside of the carefu|61.6141|-149.457|61.6141|-149.457|
+1316|16|F|163746.47|1993-12-03|1-URGENT|Clerk#000000857|0|ully bold theodolites? pending, bold pin|61.5969|-149.367|61.5969|-149.367|
+1317|100|P|139714.71|1995-05-19|2-HIGH|Clerk#000000373|0|sts. furiously special deposits lose fur|61.58|-149.4|61.58|-149.4|
+1318|128|O|81663.65|1998-06-27|3-MEDIUM|Clerk#000000581|0|s hang bold requests. pending, re|61.5848|-149.445|61.5848|-149.445|
+1319|32|O|31103.83|1996-09-27|2-HIGH|Clerk#000000257|0|y across the ruthlessly ironic accounts. unusu|61.5811|-149.444|61.5811|-149.444|
+1344|17|F|43809.37|1992-04-16|5-LOW|Clerk#000000178|0|omise close, silent requests. pending theodolites boost pending |61.5733|-149.389|61.5733|-149.389|
+1345|95|F|111207.93|1992-10-28|5-LOW|Clerk#000000447|0| regular tithes. quickly fluffy de|61.6141|-149.457|61.6141|-149.457|
+1346|76|F|171975.62|1992-06-18|2-HIGH|Clerk#000000374|0|ges sleep quickly-- even pint|61.5952|-149.436|61.5952|-149.436|
+1347|41|O|173444.60|1997-06-20|5-LOW|Clerk#000000977|0|he furiously even foxes use carefully express req|61.5421|-149.419|61.5421|-149.419|
+1348|19|O|94135.77|1998-04-18|5-LOW|Clerk#000000206|0|tly. quickly even deposi|61.5783|-149.362|61.5783|-149.362|
+1349|64|O|46376.09|1997-10-26|1-URGENT|Clerk#000000543|0|yly! blithely special theodolites cajole. unusual, reg|61.7321|-150.12|61.7321|-150.12|
+1350|52|F|49305.98|1993-08-24|1-URGENT|Clerk#000000635|0|iously about the blithely special a|61.5691|-149.328|61.5691|-149.328|
+1351|106|O|24637.96|1998-04-20|1-URGENT|Clerk#000000012|0| cajole. regular, special re|61.6141|-149.457|61.6141|-149.457|
+1376|47|O|23984.88|1997-05-04|4-NOT SPECIFIED|Clerk#000000730|0|der furiously final, final frets. carefull|61.5819|-149.3|61.5819|-149.3|
+1377|20|O|108334.30|1998-04-24|4-NOT SPECIFIED|Clerk#000000625|0|lly across the blithely express accounts. ironic excuses promise carefully de|61.6431|-149.289|61.6431|-149.289|
+1378|20|O|118495.12|1996-03-09|4-NOT SPECIFIED|Clerk#000000705|0| furiously even tithes cajole slyly among the quick|61.6431|-149.292|61.6431|-149.292|
+1379|65|O|84627.76|1998-05-25|5-LOW|Clerk#000000861|0|y deposits are caref|61.6228|-149.313|61.6228|-149.313|
+1380|137|O|94969.41|1996-07-07|3-MEDIUM|Clerk#000000969|0|inal deposits wake slyly daringly even requests. bold, even foxe|61.2125|-149.894|61.2125|-149.894|
+1381|127|O|58212.22|1998-05-25|3-MEDIUM|Clerk#000000107|0|even requests breach after the bold, ironic instructions. slyly even|61.1879|-149.886|61.1879|-149.886|
+1382|133|F|173522.71|1993-08-17|5-LOW|Clerk#000000241|0|fully final packages sl|61.1594|-149.835|61.1594|-149.835|
+1383|121|F|34797.72|1993-04-27|2-HIGH|Clerk#000000785|0|ts. express requests sleep blithel|61.2123|-149.854|61.2123|-149.854|
+1408|55|O|183965.61|1997-12-26|4-NOT SPECIFIED|Clerk#000000942|0|t the quickly final asymptotes. unusual|61.1951|-149.945|61.1951|-149.945|
+1409|143|F|72440.52|1992-12-31|4-NOT SPECIFIED|Clerk#000000065|0|ructions. furiously unusual excuses are regular, unusual theodolites. fin|61.2138|-149.856|61.2138|-149.856|
+1410|113|O|114879.19|1997-04-12|5-LOW|Clerk#000000123|0|iously along the bravely regular dolphins. pinto beans cajole furiously sp|61.1255|-149.864|61.1255|-149.864|
+1411|95|F|164462.61|1994-12-21|2-HIGH|Clerk#000000566|0|s. furiously special excuses across the pending pinto beans haggle sp|61.2066|-149.808|61.2066|-149.808|
+1412|53|F|78676.54|1993-03-13|4-NOT SPECIFIED|Clerk#000000083|0|uffily daring theodolit|61.2138|-149.896|61.2138|-149.896|
+1413|91|O|75733.58|1997-06-14|3-MEDIUM|Clerk#000000342|0|, ironic instructions. carefully even packages dazzle|61.2161|-149.876|61.2161|-149.876|
+1414|77|O|38057.81|1995-08-16|1-URGENT|Clerk#000000883|0|ccounts. ironic foxes haggle car|61.1594|-149.888|61.1594|-149.888|
+1415|79|F|24654.79|1994-05-29|4-NOT SPECIFIED|Clerk#000000601|0|rays. blithely final ideas affix quickl|61.1806|-149.775|61.1806|-149.775|
+1440|98|O|50201.16|1995-08-10|5-LOW|Clerk#000000956|0| pending requests. closely s|61.1101|-149.857|61.1101|-149.857|
+1441|122|O|156477.94|1997-03-06|4-NOT SPECIFIED|Clerk#000000156|0|ter the excuses. ironic dependencies m|61.1541|-149.958|61.1541|-149.958|
+1442|112|F|7108.12|1994-07-05|4-NOT SPECIFIED|Clerk#000000935|0|nal pinto beans. slyly ironic ideas cajol|61.1268|-149.947|61.1268|-149.947|
+1443|44|O|44672.03|1996-12-16|5-LOW|Clerk#000000185|0|x blithely against the carefully final somas. even asymptotes are. quickly spe|61.0931|-149.785|61.0931|-149.785|
+1444|134|F|207907.60|1994-12-06|3-MEDIUM|Clerk#000000783|0|ove the bold accounts cajole fluffily about|61.1901|-149.892|61.1901|-149.892|
+1445|115|F|154653.32|1995-01-10|3-MEDIUM|Clerk#000000211|0|even packages wake fluffily |61.2183|-149.889|61.2183|-149.889|
+1446|41|O|27663.16|1998-02-16|5-LOW|Clerk#000000274|0|lly regular notornis above the requests sleep final accounts! |61.2164|-149.882|61.2164|-149.882|
+1447|91|F|108171.38|1992-10-15|2-HIGH|Clerk#000000880|0|inly against the blithely pending excuses. regular, pe|61.2161|-149.876|61.2161|-149.876|
+1472|149|O|65331.05|1996-10-06|5-LOW|Clerk#000000303|0|y special dolphins around the final dependencies wake quick|61.219|-149.792|61.219|-149.792|
+1473|94|O|80624.38|1997-03-17|3-MEDIUM|Clerk#000000960|0|furiously close accoun|61.2188|-149.892|61.2188|-149.892|
+1474|70|F|51697.18|1995-01-09|1-URGENT|Clerk#000000438|0|detect quickly above the carefully even |61.2143|-149.837|61.2143|-149.837|
+1475|5|O|185496.66|1997-11-12|2-HIGH|Clerk#000000972|0|cally final packages boost. blithely ironic packa|61.1608|-149.835|61.1608|-149.835|
+1476|145|O|18795.62|1996-06-27|2-HIGH|Clerk#000000673|0|ding accounts hinder alongside of the quickly pending requests. fluf|61.1886|-149.944|61.1886|-149.944|
+1477|76|O|231831.35|1997-08-24|5-LOW|Clerk#000000612|0|ly bold foxes. final ideas would cajo|61.1201|-149.89|61.1201|-149.89|
+1478|50|O|20791.50|1997-08-03|2-HIGH|Clerk#000000827|0|lessly. carefully express|61.1201|-149.89|61.1201|-149.89|
+1479|16|O|31471.04|1995-12-16|4-NOT SPECIFIED|Clerk#000000697|0|he furiously even foxes. thinly bold deposits|61.1585|-149.872|61.1585|-149.872|
+1504|2|F|89399.40|1992-08-28|3-MEDIUM|Clerk#000000381|0|, brave deposits. bold de|61.195|-149.892|61.195|-149.892|
+1505|37|F|55892.35|1992-08-21|2-HIGH|Clerk#000000544|0|s. slyly ironic packages cajole. carefully regular packages haggle |61.0895|-149.694|61.0895|-149.694|
+1506|148|F|195844.84|1992-09-21|3-MEDIUM|Clerk#000000620|0| dependencies. accounts affix blithely slowly unusual deposits. slyly regular |61.2201|-149.831|61.2201|-149.831|
+1507|121|F|96166.92|1993-10-14|3-MEDIUM|Clerk#000000305|0|stealthy, ironic de|61.1663|-149.867|61.1663|-149.867|
+1508|103|O|151282.65|1998-04-10|5-LOW|Clerk#000000117|0| after the furiously regular pinto beans hang slyly quickly ironi|61.2138|-149.906|61.2138|-149.906|
+1509|64|F|180455.98|1993-07-08|5-LOW|Clerk#000000770|0|the regular ideas. regul|61.2193|-149.902|61.2193|-149.902|
+1510|53|O|154590.05|1996-09-17|5-LOW|Clerk#000000128|0|ld carefully. furiously final asymptotes haggle furiously|61.1201|-149.89|61.1201|-149.89|
+1511|79|O|59651.38|1996-12-22|4-NOT SPECIFIED|Clerk#000000386|0|ts above the depend|61.1601|-149.984|61.1601|-149.984|
+1536|94|O|5184.26|1997-01-26|3-MEDIUM|Clerk#000000117|0|ges are! furiously final deposits cajole iron|61.1101|-149.857|61.1101|-149.857|
+1537|109|F|108317.51|1992-02-15|4-NOT SPECIFIED|Clerk#000000862|0|g to the even deposits. ironic, final packages |61.1101|-149.857|61.1101|-149.857|
+1538|29|O|179554.41|1995-06-18|4-NOT SPECIFIED|Clerk#000000258|0| instructions. regular theod|61.1101|-149.857|61.1101|-149.857|
+1539|112|F|39612.63|1995-03-10|5-LOW|Clerk#000000840|0|nstructions boost pa|61.1101|-149.857|61.1101|-149.857|
+1540|16|F|128014.15|1992-08-05|2-HIGH|Clerk#000000927|0|r ideas hinder blithe|61.1101|-149.857|61.1101|-149.857|
+1541|94|P|47286.32|1995-05-18|1-URGENT|Clerk#000000906|0|y. slyly ironic warhorses around the furiously regul|61.1101|-149.857|61.1101|-149.857|
+1542|143|F|132972.24|1993-09-15|3-MEDIUM|Clerk#000000435|0|t the furiously close deposits do was f|61.1101|-149.857|61.1101|-149.857|
+1543|52|O|139047.22|1997-02-20|1-URGENT|Clerk#000000398|0|unts. furiously pend|61.1101|-149.857|61.1101|-149.857|
+1568|17|O|76119.72|1997-01-30|4-NOT SPECIFIED|Clerk#000000554|0|d notornis. carefully |61.1101|-149.857|61.1101|-149.857|
+1569|104|O|87803.55|1998-04-02|5-LOW|Clerk#000000786|0|orbits. fluffily even decoys serve blithely. furiously furious realms nag acro|61.1101|-149.857|61.1101|-149.857|
+1570|124|O|35589.57|1998-03-16|1-URGENT|Clerk#000000745|0|pinto beans haggle furiousl|61.1101|-149.857|61.1101|-149.857|
+1571|103|F|151404.78|1992-12-05|2-HIGH|Clerk#000000565|0|ously furiously bold warthogs. slyly ironic instructions are quickly a|61.1101|-149.857|61.1101|-149.857|
+1572|11|O|47232.79|1996-02-24|2-HIGH|Clerk#000000994|0|fluffily ironic accounts haggle blithely final platelets! slyly regular foxes|61.1101|-149.857|61.1101|-149.857|
+1573|148|F|86918.57|1992-12-28|2-HIGH|Clerk#000000940|0|ess, ironic deposits use along the carefu|61.1101|-149.857|61.1101|-149.857|
+1574|134|O|179923.54|1996-12-12|3-MEDIUM|Clerk#000000809|0| ideas hinder after the carefully unusual |61.1101|-149.857|61.1101|-149.857|
+1575|145|O|197031.52|1995-09-13|3-MEDIUM|Clerk#000000497|0|. furiously regular dep|61.1101|-149.857|61.1101|-149.857|
+1600|94|F|130515.61|1993-03-03|3-MEDIUM|Clerk#000000627|0|tions cajole quietly above the regular, silent requests. slyly fin|61.1101|-149.857|61.1101|-149.857|
+1601|53|F|73962.95|1994-08-27|5-LOW|Clerk#000000469|0|ent deposits are ca|61.1101|-149.857|61.1101|-149.857|
+1602|1|F|4225.26|1993-08-05|5-LOW|Clerk#000000660|0|deposits. busily silent instructions haggle furiously. fin|61.1101|-149.857|61.1101|-149.857|
+1603|2|F|29305.47|1993-07-31|4-NOT SPECIFIED|Clerk#000000869|0|s. slyly silent deposits boo|61.1101|-149.857|61.1101|-149.857|
+1604|113|F|107139.29|1993-07-17|5-LOW|Clerk#000000512|0|lithely silent waters. blithely unusual packages alongside |61.1101|-149.857|61.1101|-149.857|
+1605|58|O|130687.64|1998-04-24|4-NOT SPECIFIED|Clerk#000000616|0|sleep furiously? ruthless, even pinto beans |61.1101|-149.857|61.1101|-149.857|
+1606|53|O|115877.40|1997-04-17|4-NOT SPECIFIED|Clerk#000000550|0|r requests. quickly even platelets breach before the ironically|61.1101|-149.857|61.1101|-149.857|
+1607|149|O|166335.03|1995-12-16|2-HIGH|Clerk#000000498|0| bold, pending foxes haggle. slyly silent |61.1101|-149.857|61.1101|-149.857|
+1632|67|O|183286.33|1997-01-08|3-MEDIUM|Clerk#000000351|0|onic requests are accounts. bold a|61.1101|-149.857|61.1101|-149.857|
+1633|16|O|52359.51|1995-10-14|2-HIGH|Clerk#000000666|0|y silent accounts sl|61.1101|-149.857|61.1101|-149.857|
+1634|70|O|145898.47|1996-09-10|1-URGENT|Clerk#000000360|0|arefully blithely ironic requests. slyly unusual instructions alongside|61.1101|-149.857|61.1101|-149.857|
+1635|4|O|70232.26|1997-02-13|3-MEDIUM|Clerk#000000958|0|s. slyly ironic requests affix slyly |61.1101|-149.857|61.1101|-149.857|
+1636|79|O|172021.87|1997-06-17|3-MEDIUM|Clerk#000000457|0|ding requests. slyly ironic courts wake quickl|61.1101|-149.857|61.1101|-149.857|
+1637|73|F|180912.15|1995-02-08|4-NOT SPECIFIED|Clerk#000000189|0| final accounts. blithely silent ideas cajole bravely. carefully express |61.1101|-149.857|61.1101|-149.857|
+1638|139|O|172436.30|1997-08-13|2-HIGH|Clerk#000000643|0|he fluffily regular asymp|61.1101|-149.857|61.1101|-149.857|
+1639|5|O|104166.56|1995-08-20|4-NOT SPECIFIED|Clerk#000000939|0|haggle furiously. final requests detect furious|61.1101|-149.857|61.1101|-149.857|
+1664|64|O|178060.22|1996-03-03|1-URGENT|Clerk#000000090|0|y quickly even asymptotes. furiously regular packages haggle quickly fin|61.1101|-149.857|61.1101|-149.857|
+1665|76|F|4819.91|1994-05-08|2-HIGH|Clerk#000000920|0|ly regular packages are fluffily even ideas. fluffily final|61.1101|-149.857|61.1101|-149.857|
+1666|95|O|128367.97|1995-10-18|1-URGENT|Clerk#000000849|0|ffily pending dependencies wake fluffily. pending, final accounts |61.1101|-149.857|61.1101|-149.857|
+1667|5|O|125030.37|1997-10-10|2-HIGH|Clerk#000000103|0|e accounts. slyly express accounts must are a|64.8459|-147.759|64.8459|-147.759|
+1668|142|O|137576.19|1997-07-12|4-NOT SPECIFIED|Clerk#000000148|0|eodolites. carefully dogged dolphins haggle q|64.8426|-147.725|64.8426|-147.725|
+1669|2|O|24362.39|1997-06-09|3-MEDIUM|Clerk#000000663|0|er ironic requests detect furiously blithely sp|64.9401|-147.402|64.9401|-147.402|
+1670|25|O|89999.72|1997-05-24|2-HIGH|Clerk#000000320|0|unusual dependencies. furiously special platelets main|64.9401|-147.402|64.9401|-147.402|
+1671|35|O|104391.11|1996-07-27|4-NOT SPECIFIED|Clerk#000000275|0|ly. slyly pending requests was above the |64.8331|-147.647|64.8331|-147.647|
+1696|4|O|102665.03|1998-01-08|4-NOT SPECIFIED|Clerk#000000041|0|bravely bold accounts above the quickly bold|64.8371|-147.716|64.8371|-147.716|
+1697|76|O|122621.31|1996-10-07|1-URGENT|Clerk#000000815|0|o x-ray blithely. pl|64.8574|-147.759|64.8574|-147.759|
+1698|40|O|141118.87|1997-04-23|2-HIGH|Clerk#000000432|0|slyly. carefully express deposit|64.836|-147.727|64.836|-147.727|
+1699|85|F|66408.29|1993-12-30|1-URGENT|Clerk#000000125|0|jole blithely. furiously un|64.8132|-147.76|64.8132|-147.76|
+1700|65|O|89143.36|1996-06-15|3-MEDIUM|Clerk#000000328|0|ely final dolphins wake sometimes above the quietly regular deposits. fur|64.8451|-147.96|64.8451|-147.96|
+1701|130|F|72835.95|1992-05-19|2-HIGH|Clerk#000000395|0|furiously. regular, close theodoli|64.8891|-147.851|64.8891|-147.851|
+1702|67|P|194119.31|1995-05-07|2-HIGH|Clerk#000000300|0|around the carefully final deposits cajole carefully according to the b|64.8151|-147.707|64.8151|-147.707|
+1703|134|F|121220.59|1993-01-28|3-MEDIUM|Clerk#000000463|0| pinto beans poach. bold courts boost. regular, express deposits at|64.8363|-147.803|64.8363|-147.803|
+1728|64|O|131604.34|1996-05-22|2-HIGH|Clerk#000000711|0|beans. slyly regular instructions sleep! slyly final packages|64.8298|-147.611|64.8298|-147.611|
+1729|133|F|12137.76|1992-05-19|2-HIGH|Clerk#000000158|0|pending foxes wake. accounts|64.8989|-147.701|64.8989|-147.701|
+1730|124|O|150886.49|1998-07-24|5-LOW|Clerk#000000794|0| fluffily pending deposits serve. furiously even requests wake furiou|64.8371|-147.716|64.8371|-147.716|
+1731|128|O|190490.78|1996-01-06|1-URGENT|Clerk#000000268|0|lithely regular, final instructions. ironic, express packages are above|64.8147|-147.706|64.8147|-147.706|
+1732|146|F|179854.51|1993-11-29|5-LOW|Clerk#000000903|0|inal requests integrate dolph|64.8451|-147.812|64.8451|-147.812|
+1733|148|O|165489.52|1996-05-12|2-HIGH|Clerk#000000789|0|e carefully according to the accounts. furiously pending instructions sleep|64.8386|-147.788|64.8386|-147.788|
+1734|7|F|44002.53|1994-06-11|2-HIGH|Clerk#000000722|0| final ideas haggle. blithely quick foxes sleep busily bold ideas. i|64.8372|-147.768|64.8372|-147.768|
+1735|22|F|98541.95|1992-12-27|1-URGENT|Clerk#000000458|0|ully idle requests wake qu|64.8151|-147.707|64.8151|-147.707|
+1760|115|O|82151.12|1996-05-17|5-LOW|Clerk#000000917|0| deposits. busily regular deposits wake blithely along the furiously even re|64.843|-147.722|64.843|-147.722|
+1761|106|F|211925.95|1993-12-24|2-HIGH|Clerk#000000817|0|efully slyly bold frets. packages boost b|64.8426|-147.725|64.8426|-147.725|
+1762|77|F|202227.17|1994-08-20|4-NOT SPECIFIED|Clerk#000000653|0|ly ironic packages. furi|64.8615|-147.723|64.8615|-147.723|
+1763|121|O|140685.01|1996-10-29|2-HIGH|Clerk#000000321|0|es. bold dependencies haggle furiously along |64.8694|-147.067|64.8694|-147.067|
+1764|29|F|47384.71|1992-03-25|1-URGENT|Clerk#000000182|0|. slyly final packages integrate carefully acro|64.8404|-147.724|64.8404|-147.724|
+1765|73|O|36551.43|1995-12-03|4-NOT SPECIFIED|Clerk#000000490|0| regular excuses wake slyly|64.9686|-147.577|64.9686|-147.577|
+1766|139|O|41032.81|1996-10-12|2-HIGH|Clerk#000000983|0|unusual deposits affix quickly beyond the carefully s|64.8497|-147.732|64.8497|-147.732|
+1767|25|P|136582.60|1995-03-14|2-HIGH|Clerk#000000327|0|eposits use carefully carefully regular platelets. quickly regular packages al|64.8861|-147.587|64.8861|-147.587|
+1792|49|F|107919.86|1993-11-09|5-LOW|Clerk#000000102|0|ructions haggle along the pending packages. carefully speci|64.8508|-147.703|64.8508|-147.703|
+1793|19|F|82504.56|1992-07-12|4-NOT SPECIFIED|Clerk#000000291|0|regular packages cajole. blithely special packages according to the final d|64.841|-147.72|64.841|-147.72|
+1794|140|O|179462.21|1997-09-28|1-URGENT|Clerk#000000686|0|ally silent pinto beans. regular package|64.8375|-147.721|64.8375|-147.721|
+1795|94|F|146849.33|1994-03-19|2-HIGH|Clerk#000000815|0| quickly final packages! blithely dogged accounts c|64.849|-147.813|64.849|-147.813|
+1796|47|F|33755.47|1992-11-21|2-HIGH|Clerk#000000245|0|eans use furiously around th|55.3801|-131.682|55.3801|-131.682|
+1797|125|O|51494.47|1996-05-07|3-MEDIUM|Clerk#000000508|0|quiet platelets haggle since the quickly ironic instructi|55.3801|-131.682|55.3801|-131.682|
+1798|52|O|46393.97|1997-07-28|1-URGENT|Clerk#000000741|0|al foxes are blithe|55.3603|-131.702|55.3603|-131.702|
+1799|61|F|46815.93|1994-03-07|4-NOT SPECIFIED|Clerk#000000339|0|ns sleep furiously final waters. blithely regular instructions h|55.7511|-132.865|55.7511|-132.865|
+1824|49|F|81351.53|1994-05-05|1-URGENT|Clerk#000000972|0|e blithely fluffily|55.7511|-132.865|55.7511|-132.865|
+1825|148|F|150582.77|1993-12-05|3-MEDIUM|Clerk#000000345|0|ironic, final accou|60.3311|-151.284|60.3311|-151.284|
+1826|82|F|124719.97|1992-04-16|4-NOT SPECIFIED|Clerk#000000718|0|the even asymptotes dazzle fluffily slyly regular asymptotes. final, unu|60.3311|-151.284|60.3311|-151.284|
+1827|106|O|210113.88|1996-06-22|4-NOT SPECIFIED|Clerk#000000369|0|luffily even requests haggle sly|60.3311|-151.284|60.3311|-151.284|
+1828|32|F|137369.50|1994-04-18|3-MEDIUM|Clerk#000000840|0|y quickly bold packag|60.4341|-151.283|60.4341|-151.283|
+1829|112|F|127532.20|1994-05-08|2-HIGH|Clerk#000000537|0| accounts wake above the furiously unusual requests. pending package|60.3311|-151.284|60.3311|-151.284|
+1830|133|F|85122.24|1995-02-23|1-URGENT|Clerk#000000045|0|according to the even,|60.3311|-151.284|60.3311|-151.284|
+1831|71|F|58032.77|1993-12-02|1-URGENT|Clerk#000000854|0| accounts. carefully even accounts boost furiously. regular ideas engage. |60.3311|-151.284|60.3311|-151.284|
+1856|106|F|189361.42|1992-03-20|4-NOT SPECIFIED|Clerk#000000952|0|. special pinto beans run acr|60.3311|-151.284|60.3311|-151.284|
+1857|133|F|102793.59|1993-01-13|2-HIGH|Clerk#000000083|0|hely final ideas slee|60.3311|-151.284|60.3311|-151.284|
+1858|143|O|30457.91|1997-12-13|1-URGENT|Clerk#000000389|0|thely. slyly final deposits sleep|60.4311|-151.286|60.4311|-151.286|
+1859|61|O|105094.09|1997-04-11|4-NOT SPECIFIED|Clerk#000000949|0| the foxes. bravely special excuses nag carefully special r|60.3311|-151.284|60.3311|-151.284|
+1860|10|O|9103.40|1996-04-04|3-MEDIUM|Clerk#000000556|0|osits. quickly bold deposits according to |60.3311|-151.284|60.3311|-151.284|
+1861|70|F|95063.41|1994-01-03|3-MEDIUM|Clerk#000000847|0|r the fluffily close sauternes. furio|60.3311|-151.284|60.3311|-151.284|
+1862|34|O|97981.06|1998-02-24|5-LOW|Clerk#000000348|0|ts snooze ironically abou|60.3311|-151.284|60.3311|-151.284|
+1863|74|F|96359.65|1993-09-23|4-NOT SPECIFIED|Clerk#000000658|0|old sentiments. careful, |60.3191|-151.296|60.3191|-151.296|
+1888|121|F|224724.11|1993-10-31|4-NOT SPECIFIED|Clerk#000000659|0|olites. pinto beans cajole. regular deposits affix. slyly regular|60.3311|-151.284|60.3311|-151.284|
+1889|25|O|96431.77|1997-03-16|1-URGENT|Clerk#000000854|0|p around the regular notornis. unusual deposits|60.3311|-151.284|60.3311|-151.284|
+1890|10|O|202364.58|1996-12-18|4-NOT SPECIFIED|Clerk#000000627|0|romise final, regular deposits. regular fox|60.3311|-151.284|60.3311|-151.284|
+1891|61|F|76848.96|1994-12-15|5-LOW|Clerk#000000495|0|unusual foxes sleep regular deposits. requests wake special pac|60.5563|-151.241|60.5563|-151.241|
+1892|25|F|133273.64|1994-03-26|5-LOW|Clerk#000000733|0|sts. slyly regular dependencies use slyly. ironic, spec|60.6331|-151.163|60.6331|-151.163|
+1893|125|O|116792.13|1997-10-30|2-HIGH|Clerk#000000111|0|olites. silent, special deposits eat slyly quickly express packages; hockey p|60.6331|-151.163|60.6331|-151.163|
+1894|76|F|44387.23|1992-03-30|1-URGENT|Clerk#000000626|0|e furiously. furiously even accounts are slyly final accounts. closely speci|60.6331|-151.163|60.6331|-151.163|
+1895|7|F|44429.81|1994-05-30|3-MEDIUM|Clerk#000000878|0|ress accounts. bold accounts cajole. slyly final pinto beans poach regul|60.6331|-151.163|60.6331|-151.163|
+1920|110|O|119605.91|1998-06-24|5-LOW|Clerk#000000018|0|hely; furiously regular excuses|60.5551|-151.245|60.5551|-151.245|
+1921|88|F|57584.12|1994-01-18|3-MEDIUM|Clerk#000000293|0|counts. slyly quiet requests along the ruthlessly regular accounts are |60.6331|-151.163|60.6331|-151.163|
+1922|56|O|11575.77|1996-07-13|3-MEDIUM|Clerk#000000984|0|side of the blithely final re|60.5506|-151.141|60.5506|-151.141|
+1923|136|O|171128.10|1997-07-07|1-URGENT|Clerk#000000471|0| express dolphins. |60.5681|-151.281|60.5681|-151.281|
+1924|76|O|169756.19|1996-09-07|4-NOT SPECIFIED|Clerk#000000823|0| of the ironic accounts. instructions near the final instr|60.5465|-151.147|60.5465|-151.147|
+1925|17|F|146382.71|1992-03-05|1-URGENT|Clerk#000000986|0|e slyly regular deposits. furiously |60.6331|-151.163|60.6331|-151.163|
+1926|94|O|100035.03|1996-01-31|2-HIGH|Clerk#000000568|0|cajole. even warhorses sleep carefully. |60.5578|-151.116|60.5578|-151.116|
+1927|140|O|23327.88|1995-09-30|3-MEDIUM|Clerk#000000616|0|riously special packages. permanent pearls wake furiously. even packages alo|61.6182|-149.385|61.6182|-149.385|
+1952|67|F|12896.25|1994-03-16|2-HIGH|Clerk#000000254|0| silent accounts boost |61.6141|-149.457|61.6141|-149.457|
+1953|149|F|57213.18|1993-11-30|3-MEDIUM|Clerk#000000891|0| fluffily along the quickly even packages. |61.5765|-149.407|61.5765|-149.407|
+1954|56|O|158853.63|1997-05-31|4-NOT SPECIFIED|Clerk#000000104|0| unusual excuses cajole according to the blithely regular theodolites.|61.6091|-149.77|61.6091|-149.77|
+1955|13|F|103085.13|1992-04-20|1-URGENT|Clerk#000000792|0|ly special ideas. sometimes final |61.5821|-149.438|61.5821|-149.438|
+1956|127|F|88704.26|1992-09-20|4-NOT SPECIFIED|Clerk#000000600|0|ironic ideas are silent ideas. furiously final deposits sleep slyly carefu|61.6183|-149.373|61.6183|-149.373|
+1957|31|O|77482.87|1998-07-21|2-HIGH|Clerk#000000639|0|nding excuses about the |61.6131|-149.403|61.6131|-149.403|
+1958|53|O|176294.34|1995-09-22|5-LOW|Clerk#000000343|0| haggle blithely. flu|61.6352|-149.265|61.6352|-149.265|
+1959|43|O|62277.18|1997-01-13|4-NOT SPECIFIED|Clerk#000000631|0| cajole about the blithely express requests. even excuses mold bl|61.5751|-149.645|61.5751|-149.645|
+1984|52|O|79230.47|1998-04-01|1-URGENT|Clerk#000000416|0| slyly special instructions. unusual foxes use packages. carefully regular req|61.6168|-149.374|61.6168|-149.374|
+1985|7|F|171522.54|1994-09-02|4-NOT SPECIFIED|Clerk#000000741|0|slyly slyly even pains. slyly reg|61.5939|-149.43|61.5939|-149.43|
+1986|149|F|34269.96|1994-05-05|2-HIGH|Clerk#000000609|0|across the theodolites. quick|61.5792|-149.495|61.5792|-149.495|
+1987|100|F|6406.29|1994-04-30|2-HIGH|Clerk#000000652|0|gular platelets alongside |61.6141|-149.457|61.6141|-149.457|
+1988|109|O|117132.72|1995-10-06|4-NOT SPECIFIED|Clerk#000000011|0|ly ironic dolphins serve quickly busy accounts. bu|61.5829|-149.448|61.5829|-149.448|
+1989|118|F|39263.28|1994-03-16|4-NOT SPECIFIED|Clerk#000000747|0|ely bold pinto beans ha|61.5938|-149.387|61.5938|-149.387|
+1990|119|F|48781.39|1994-12-16|2-HIGH|Clerk#000000114|0|e bold patterns. always regul|61.5849|-149.38|61.5849|-149.38|
+1991|19|F|139854.41|1992-09-07|4-NOT SPECIFIED|Clerk#000000854|0|ing accounts can haggle at the carefully final Tiresias-- pending, regular|61.5729|-149.389|61.5729|-149.389|
+2016|8|O|24347.36|1996-08-16|3-MEDIUM|Clerk#000000641|0|the carefully ironic foxes. requests nag bold, r|61.5823|-149.462|61.5823|-149.462|
+2017|101|O|70529.27|1998-05-13|3-MEDIUM|Clerk#000000427|0|nusual requests. blit|61.57|-149.331|61.57|-149.331|
+2018|19|P|25007.95|1995-04-05|4-NOT SPECIFIED|Clerk#000000920|0|gular accounts wake fur|61.5821|-149.438|61.5821|-149.438|
+2019|136|F|43789.14|1992-10-23|1-URGENT|Clerk#000000565|0| furiously bold packages. fluffily fi|61.6141|-149.457|61.6141|-149.457|
+2020|73|F|136162.13|1993-06-21|3-MEDIUM|Clerk#000000192|0|es. furiously regular packages above the furiously special theodolites are a|61.6115|-149.331|61.6115|-149.331|
+2021|70|O|27016.74|1995-07-15|1-URGENT|Clerk#000000155|0|ong the furiously regular requests. unusual deposits wake fluffily inside|61.6091|-149.77|61.6091|-149.77|
+2022|62|F|206742.11|1992-03-15|1-URGENT|Clerk#000000268|0| dependencies sleep fluffily even, ironic deposits. express, silen|61.6141|-149.457|61.6141|-149.457|
+2023|118|F|144123.37|1992-05-06|5-LOW|Clerk#000000137|0|ular courts engage according to the|61.5826|-149.427|61.5826|-149.427|
+2048|17|F|33401.77|1993-11-15|1-URGENT|Clerk#000000934|0|s cajole after the blithely final accounts. f|61.5976|-149.366|61.5976|-149.366|
+2049|31|O|153048.74|1995-12-07|2-HIGH|Clerk#000000859|0|ly regular requests thrash blithely about the fluffily even theodolites. r|61.5976|-149.366|61.5976|-149.366|
+2050|28|F|208517.98|1994-06-02|4-NOT SPECIFIED|Clerk#000000821|0|d accounts against the furiously regular packages use bli|61.5531|-149.651|61.5531|-149.651|
+2051|40|O|87988.34|1996-03-18|4-NOT SPECIFIED|Clerk#000000333|0|ctions sleep blithely. blithely regu|61.5531|-149.651|61.5531|-149.651|
+2052|91|F|141822.19|1992-04-13|2-HIGH|Clerk#000000767|0| requests sleep around the even, even courts. ironic theodolites affix furious|61.5883|-149.456|61.5883|-149.456|
+2053|142|F|125125.57|1995-02-07|1-URGENT|Clerk#000000717|0|ar requests: blithely sly accounts boost carefully across t|61.6249|-149.435|61.6249|-149.435|
+2054|41|F|144335.16|1992-06-08|4-NOT SPECIFIED|Clerk#000000103|0|l requests affix carefully about the furiously special|61.6141|-149.457|61.6141|-149.457|
+2055|97|F|57092.26|1993-09-04|1-URGENT|Clerk#000000067|0|. warhorses affix slyly blithely express instructions? fur|61.5709|-149.452|61.5709|-149.452|
+2080|95|F|45767.69|1993-06-18|5-LOW|Clerk#000000190|0|ironic, pending theodolites are carefully about the quickly regular theodolite|61.6651|-149.465|61.6651|-149.465|
+2081|121|O|145654.97|1997-07-05|2-HIGH|Clerk#000000136|0|ong the regular theo|61.5841|-149.441|61.5841|-149.441|
+2082|49|F|46753.63|1995-01-10|2-HIGH|Clerk#000000354|0|cial accounts. ironic, express dolphins nod slyly sometimes final reques|61.1571|-149.883|61.1571|-149.883|
+2083|101|F|31795.52|1993-07-14|3-MEDIUM|Clerk#000000361|0|al patterns. bold, final foxes nag bravely about the furiously express|61.2198|-149.733|61.2198|-149.733|
+2084|80|F|190652.53|1993-03-17|2-HIGH|Clerk#000000048|0|zle furiously final, careful packages. slyly ironic ideas amo|61.1863|-149.976|61.1863|-149.976|
+2085|49|F|45311.07|1993-11-21|3-MEDIUM|Clerk#000000818|0|ress, express ideas haggle|61.2161|-149.876|61.2161|-149.876|
+2086|142|F|188985.18|1994-10-19|1-URGENT|Clerk#000000046|0| permanently regular|61.2031|-149.749|61.2031|-149.749|
+2087|50|O|53581.41|1998-01-31|2-HIGH|Clerk#000000626|0|e always regular packages nod against the furiously spec|61.1644|-149.897|61.1644|-149.897|
+2112|64|O|17986.15|1997-02-05|2-HIGH|Clerk#000000351|0|against the slyly even id|61.1834|-149.866|61.1834|-149.866|
+2113|32|O|65678.21|1997-11-08|2-HIGH|Clerk#000000527|0|slyly regular instruct|61.1731|-149.889|61.1731|-149.889|
+2114|79|F|106446.02|1995-01-16|5-LOW|Clerk#000000751|0|r, unusual accounts haggle across the busy platelets. carefully |61.1089|-149.854|61.1089|-149.854|
+2115|106|O|134814.65|1998-05-23|4-NOT SPECIFIED|Clerk#000000101|0|odolites boost. carefully regular excuses cajole. quickly ironic pinto be|61.1951|-149.916|61.1951|-149.916|
+2116|23|F|60887.90|1994-08-26|1-URGENT|Clerk#000000197|0|efully after the asymptotes. furiously sp|61.2157|-149.821|61.2157|-149.821|
+2117|22|O|145713.03|1997-04-26|2-HIGH|Clerk#000000887|0|ely even dependencies. regular foxes use blithely.|61.1372|-149.954|61.1372|-149.954|
+2118|134|O|38974.67|1996-10-09|1-URGENT|Clerk#000000196|0|ial requests wake carefully special packages. f|61.1955|-149.737|61.1955|-149.737|
+2119|64|O|34632.57|1996-08-20|2-HIGH|Clerk#000000434|0|uickly pending escapades. fluffily ir|61.1444|-149.867|61.1444|-149.867|
+2144|136|F|119917.28|1994-03-29|3-MEDIUM|Clerk#000000546|0|t. carefully quick requests across the deposits wake regu|61.2178|-149.882|61.2178|-149.882|
+2145|134|F|18885.35|1992-10-03|1-URGENT|Clerk#000000886|0|sts would snooze blithely alongside of th|61.1824|-149.849|61.1824|-149.849|
+2146|118|F|179686.07|1992-09-14|4-NOT SPECIFIED|Clerk#000000476|0|ven packages. dependencies wake slyl|61.2161|-149.876|61.2161|-149.876|
+2147|100|F|91513.79|1992-09-06|4-NOT SPECIFIED|Clerk#000000424|0| haggle carefully furiously final foxes. pending escapades thrash. bold theod|61.2022|-149.84|61.2022|-149.84|
+2148|130|F|19612.03|1995-04-19|4-NOT SPECIFIED|Clerk#000000517|0|ross the furiously unusual theodolites. always expre|61.2099|-149.762|61.2099|-149.762|
+2149|101|F|105145.40|1993-03-13|5-LOW|Clerk#000000555|0|nusual accounts nag furiously special reques|61.1951|-149.84|61.1951|-149.84|
+2150|82|F|166961.06|1994-06-03|3-MEDIUM|Clerk#000000154|0|ect slyly against the even, final packages. quickly regular pinto beans wake c|61.1069|-149.859|61.1069|-149.859|
+2151|58|O|124608.69|1996-11-11|3-MEDIUM|Clerk#000000996|0|c requests. ironic platelets cajole across the quickly fluffy deposits.|61.1635|-149.881|61.1635|-149.881|
+2176|104|F|87248.17|1992-11-10|1-URGENT|Clerk#000000195|0|s haggle regularly accor|61.1201|-149.89|61.1201|-149.89|
+2177|136|O|183493.42|1997-01-20|3-MEDIUM|Clerk#000000161|0|ove the blithely unusual packages cajole carefully fluffily special request|61.1902|-149.908|61.1902|-149.908|
+2178|8|O|79594.68|1996-12-12|3-MEDIUM|Clerk#000000656|0|thely according to the instructions. furious|61.2104|-149.857|61.2104|-149.857|
+2179|41|O|77487.09|1996-09-07|2-HIGH|Clerk#000000935|0|ounts alongside of the furiously unusual braids cajol|61.1771|-149.97|61.1771|-149.97|
+2180|76|O|208481.57|1996-09-14|4-NOT SPECIFIED|Clerk#000000650|0|xpress, unusual pains. furiously ironic excu|61.1859|-149.976|61.1859|-149.976|
+2181|76|O|100954.64|1995-09-13|3-MEDIUM|Clerk#000000814|0|y against the ironic, even|61.2171|-149.9|61.2171|-149.9|
+2182|23|F|116003.11|1994-04-05|2-HIGH|Clerk#000000071|0|ccounts. quickly bold deposits across the excuses sl|61.1162|-149.755|61.1162|-149.755|
+2183|113|O|49841.12|1996-06-22|1-URGENT|Clerk#000000287|0| among the express, ironic packages. slyly ironic platelets integrat|61.1381|-149.844|61.1381|-149.844|
+2208|68|P|245388.06|1995-05-01|4-NOT SPECIFIED|Clerk#000000900|0|symptotes wake slyly blithely unusual packages.|61.1775|-149.941|61.1775|-149.941|
+2209|91|F|129086.93|1992-07-10|2-HIGH|Clerk#000000056|0|er above the slyly silent requests. furiously reg|61.1938|-149.878|61.1938|-149.878|
+2210|32|F|31689.46|1992-01-16|2-HIGH|Clerk#000000941|0| believe carefully quickly express pinto beans. deposi|61.1571|-149.883|61.1571|-149.883|
+2211|92|F|140031.23|1994-06-30|2-HIGH|Clerk#000000464|0|ffily bold courts e|61.1541|-149.958|61.1541|-149.958|
+2212|118|F|17231.05|1994-03-23|3-MEDIUM|Clerk#000000954|0|structions above the unusual requests use fur|61.135|-149.88|61.135|-149.88|
+2213|122|F|146136.10|1993-01-15|4-NOT SPECIFIED|Clerk#000000598|0|osits are carefully reg|61.1101|-149.857|61.1101|-149.857|
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part2.txt b/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part2.txt
new file mode 100644
index 0000000..afbd373
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part2.txt
@@ -0,0 +1,193 @@
+2214|115|O|150345.63|1998-05-05|3-MEDIUM|Clerk#000000253|0|packages. fluffily even accounts haggle blithely. carefully ironic depen|61.1101|-149.857|61.1101|-149.857|
+2215|40|O|108239.46|1996-06-16|4-NOT SPECIFIED|Clerk#000000817|0|le final, final foxes. quickly regular gifts are carefully deposit|61.1101|-149.857|61.1101|-149.857|
+2240|56|F|174090.30|1992-03-06|4-NOT SPECIFIED|Clerk#000000622|0|accounts against the slyly express foxes are after the slyly regular |61.1101|-149.857|61.1101|-149.857|
+2241|103|F|165219.08|1993-05-11|1-URGENT|Clerk#000000081|0|y about the silent excuses. furiously ironic instructions along the sil|61.1101|-149.857|61.1101|-149.857|
+2242|82|O|15082.82|1997-07-20|4-NOT SPECIFIED|Clerk#000000360|0| pending multipliers. carefully express asymptotes use quickl|61.1101|-149.857|61.1101|-149.857|
+2243|49|O|10451.97|1995-06-10|2-HIGH|Clerk#000000813|0|ously regular deposits integrate s|61.1101|-149.857|61.1101|-149.857|
+2244|127|F|21207.08|1993-01-09|1-URGENT|Clerk#000001000|0|ckages. ironic, ironic accounts haggle blithely express excuses. |61.1101|-149.857|61.1101|-149.857|
+2245|58|F|150585.73|1993-04-28|3-MEDIUM|Clerk#000000528|0|ake carefully. braids haggle slyly quickly b|61.1101|-149.857|61.1101|-149.857|
+2246|113|O|85755.84|1996-05-27|4-NOT SPECIFIED|Clerk#000000739|0| final gifts sleep |61.1101|-149.857|61.1101|-149.857|
+2247|95|F|13491.31|1992-08-02|4-NOT SPECIFIED|Clerk#000000947|0|furiously regular packages. final brai|61.1101|-149.857|61.1101|-149.857|
+2272|139|F|127934.71|1993-04-13|2-HIGH|Clerk#000000449|0|s. bold, ironic pinto beans wake. silently specia|61.1101|-149.857|61.1101|-149.857|
+2273|136|O|142291.79|1996-12-14|5-LOW|Clerk#000000155|0|uickly express foxes haggle quickly against|61.1101|-149.857|61.1101|-149.857|
+2274|104|F|58273.89|1993-09-04|4-NOT SPECIFIED|Clerk#000000258|0|nstructions try to hag|61.1101|-149.857|61.1101|-149.857|
+2275|149|F|37398.90|1992-10-22|4-NOT SPECIFIED|Clerk#000000206|0| furiously furious platelets. slyly final packa|61.1101|-149.857|61.1101|-149.857|
+2276|43|O|141159.63|1996-04-29|4-NOT SPECIFIED|Clerk#000000821|0|ecial requests. fox|61.1101|-149.857|61.1101|-149.857|
+2277|89|F|79270.23|1995-01-02|4-NOT SPECIFIED|Clerk#000000385|0|accounts cajole. even i|61.1101|-149.857|61.1101|-149.857|
+2278|142|O|101878.46|1998-04-25|3-MEDIUM|Clerk#000000186|0|r pinto beans integrate after the carefully even deposits. blit|61.1101|-149.857|61.1101|-149.857|
+2279|80|F|142322.33|1993-02-23|3-MEDIUM|Clerk#000000898|0|de of the quickly unusual instructio|61.2141|-149.864|61.2141|-149.864|
+2304|46|F|93769.28|1994-01-07|4-NOT SPECIFIED|Clerk#000000415|0|onic platelets. ironic packages haggle. packages nag doggedly according to|61.2171|-149.9|61.2171|-149.9|
+2305|43|F|122964.66|1993-01-26|2-HIGH|Clerk#000000440|0|ove the furiously even acco|61.2171|-149.9|61.2171|-149.9|
+2306|28|O|244704.23|1995-07-26|2-HIGH|Clerk#000000975|0| wake furiously requests. permanent requests affix. final packages caj|61.2171|-149.9|61.2171|-149.9|
+2307|106|F|59417.76|1993-06-29|5-LOW|Clerk#000000952|0|furiously even asymptotes? carefully regular accounts|61.2171|-149.9|61.2171|-149.9|
+2308|25|F|58546.02|1992-10-25|4-NOT SPECIFIED|Clerk#000000609|0|ts. slyly final depo|61.2171|-149.9|61.2171|-149.9|
+2309|100|O|146933.07|1995-09-04|5-LOW|Clerk#000000803|0|he carefully pending packages. fluffily stealthy foxes engage carefully|61.2171|-149.9|61.2171|-149.9|
+2310|31|O|82928.12|1996-09-20|5-LOW|Clerk#000000917|0|wake carefully. unusual instructions nag ironic, regular excuse|61.2171|-149.9|61.2171|-149.9|
+2311|73|P|153233.93|1995-05-02|2-HIGH|Clerk#000000761|0|ly pending asymptotes-- furiously bold excus|61.2171|-149.9|61.2171|-149.9|
+2336|142|O|22294.51|1996-01-07|4-NOT SPECIFIED|Clerk#000000902|0|c, final excuses sleep furiously among the even theodolites. f|61.2171|-149.9|61.2171|-149.9|
+2337|142|O|45704.96|1997-06-18|4-NOT SPECIFIED|Clerk#000000754|0| quickly. final accounts haggle. carefully final acco|61.2171|-149.9|61.2171|-149.9|
+2338|140|O|28155.92|1997-09-15|2-HIGH|Clerk#000000951|0|riously final dugouts. final, ironic packages wake express, ironic id|61.2171|-149.9|61.2171|-149.9|
+2339|109|F|63470.78|1993-12-15|5-LOW|Clerk#000000847|0| against the regular |61.2171|-149.9|61.2171|-149.9|
+2340|65|O|30778.78|1996-01-12|1-URGENT|Clerk#000000964|0|ter the deposits sleep according to the slyly regular packages. carefully |61.2171|-149.9|61.2171|-149.9|
+2341|82|F|55950.21|1993-05-30|5-LOW|Clerk#000000443|0|sts-- blithely bold dolphins through the deposits nag blithely carefully re|61.2171|-149.9|61.2171|-149.9|
+2342|37|O|104038.78|1996-06-09|1-URGENT|Clerk#000000615|0|oost carefully across the regular accounts. blithely final d|61.2171|-149.9|61.2171|-149.9|
+2343|73|O|85381.00|1995-08-21|3-MEDIUM|Clerk#000000170|0|fluffily over the slyly special deposits. quickl|64.8487|-147.704|64.8487|-147.704|
+2368|13|F|101240.96|1993-08-20|1-URGENT|Clerk#000000830|0|t the bold instructions. carefully unusual |64.8486|-147.705|64.8486|-147.705|
+2369|110|O|73517.91|1996-12-24|2-HIGH|Clerk#000000752|0|iously even requests are dogged, express |64.8087|-147.71|64.8087|-147.71|
+2370|142|F|73924.21|1994-01-17|1-URGENT|Clerk#000000231|0|lyly final packages. quickly final deposits haggl|64.8363|-147.758|64.8363|-147.758|
+2371|19|O|193857.67|1998-01-07|1-URGENT|Clerk#000000028|0|ckages haggle at th|64.8476|-147.704|64.8476|-147.704|
+2372|31|O|104927.66|1997-11-21|5-LOW|Clerk#000000342|0|s: deposits haggle along the final ideas. careful|64.8302|-147.744|64.8302|-147.744|
+2373|28|F|55211.04|1994-03-12|4-NOT SPECIFIED|Clerk#000000306|0| even, special courts grow quickly. pending,|64.8476|-147.812|64.8476|-147.812|
+2374|4|F|115219.88|1993-10-29|4-NOT SPECIFIED|Clerk#000000081|0| blithely regular packages. blithely unusua|64.8144|-147.756|64.8144|-147.756|
+2375|5|O|106612.48|1996-11-20|3-MEDIUM|Clerk#000000197|0|unusual, pending theodolites cajole carefully |64.8183|-147.778|64.8183|-147.778|
+2400|37|O|92798.66|1998-07-25|5-LOW|Clerk#000000782|0|nusual courts nag against the carefully unusual pinto b|64.8494|-147.818|64.8494|-147.818|
+2401|148|O|88448.24|1997-07-29|4-NOT SPECIFIED|Clerk#000000531|0|ully unusual instructions boost carefully silently regular requests. |64.849|-147.822|64.849|-147.822|
+2402|67|O|70403.62|1996-09-06|4-NOT SPECIFIED|Clerk#000000162|0|slyly final sheaves sleep slyly. q|64.8367|-147.716|64.8367|-147.716|
+2403|55|O|111020.79|1998-04-11|3-MEDIUM|Clerk#000000820|0|furiously regular deposits use. furiously unusual accounts wake along the |64.8127|-147.772|64.8127|-147.772|
+2404|77|O|109077.69|1997-03-13|4-NOT SPECIFIED|Clerk#000000409|0|deposits breach furiously. ironic foxes haggle carefully bold packag|64.8143|-147.751|64.8143|-147.751|
+2405|73|O|115929.14|1996-12-23|3-MEDIUM|Clerk#000000535|0|ular, regular asympto|64.842|-147.721|64.842|-147.721|
+2406|7|O|182516.77|1996-10-28|5-LOW|Clerk#000000561|0|blithely regular accounts u|64.8403|-147.714|64.8403|-147.714|
+2407|55|O|112843.52|1998-06-19|2-HIGH|Clerk#000000068|0|uests affix slyly among the slyly regular depos|64.8371|-147.881|64.8371|-147.881|
+2432|103|O|62661.93|1996-07-13|1-URGENT|Clerk#000000115|0|re. slyly even deposits wake bra|64.8151|-147.707|64.8151|-147.707|
+2433|31|F|147071.86|1994-08-22|4-NOT SPECIFIED|Clerk#000000324|0|ess patterns are slyly. packages haggle carefu|64.8151|-147.707|64.8151|-147.707|
+2434|25|O|123956.25|1997-04-27|3-MEDIUM|Clerk#000000190|0|s. quickly ironic dolphins impress final deposits. blithel|64.8541|-147.81|64.8541|-147.81|
+2435|73|F|122490.66|1993-02-21|5-LOW|Clerk#000000112|0|es are carefully along the carefully final instructions. pe|64.8878|-147.496|64.8878|-147.496|
+2436|125|O|73990.08|1995-09-11|4-NOT SPECIFIED|Clerk#000000549|0|arefully. blithely bold deposits affix special accounts. final foxes nag. spe|64.8299|-147.728|64.8299|-147.728|
+2437|85|F|143411.69|1993-04-21|4-NOT SPECIFIED|Clerk#000000578|0|. theodolites wake slyly-- ironic, pending platelets above the carefully exp|64.8132|-147.762|64.8132|-147.762|
+2438|13|F|214494.39|1993-07-15|2-HIGH|Clerk#000000744|0|the final, regular warhorses. regularly |64.8372|-147.713|64.8372|-147.713|
+2439|55|O|41811.12|1997-03-15|2-HIGH|Clerk#000000819|0|lithely after the car|64.7927|-148.036|64.7927|-148.036|
+2464|145|O|30495.65|1997-11-23|5-LOW|Clerk#000000633|0|le about the instructions. courts wake carefully even|64.8717|-147.819|64.8717|-147.819|
+2465|34|O|180737.75|1995-06-24|1-URGENT|Clerk#000000078|0|al pinto beans. final, bold packages wake quickly|64.8527|-147.686|64.8527|-147.686|
+2466|19|F|161625.50|1994-03-06|1-URGENT|Clerk#000000424|0|c pinto beans. express deposits wake quickly. even, final courts nag. package|64.8371|-147.811|64.8371|-147.811|
+2467|35|O|7231.91|1995-07-16|4-NOT SPECIFIED|Clerk#000000914|0|pades sleep furiously. sometimes regular packages again|64.846|-147.705|64.846|-147.705|
+2468|112|O|160627.01|1997-06-09|4-NOT SPECIFIED|Clerk#000000260|0|ickly regular packages. slyly ruthless requests snooze quickly blithe|64.9064|-147.726|64.9064|-147.726|
+2469|124|O|192074.23|1996-11-26|5-LOW|Clerk#000000730|0| sleep closely regular instructions. furiously ironic instructi|64.9347|-147.56|64.9347|-147.56|
+2470|58|O|104966.33|1997-04-19|3-MEDIUM|Clerk#000000452|0|to the furiously final packages? pa|64.8861|-147.677|64.8861|-147.677|
+2471|89|O|34936.31|1998-03-12|4-NOT SPECIFIED|Clerk#000000860|0|carefully blithely regular pac|64.8302|-147.744|64.8302|-147.744|
+2496|136|F|140390.60|1994-01-09|2-HIGH|Clerk#000000142|0|slyly. pending instructions sleep. quic|60.6673|-151.311|60.6673|-151.311|
+2497|47|F|171326.48|1992-08-27|1-URGENT|Clerk#000000977|0|ily ironic pinto beans. furiously final platelets alongside of t|60.6997|-151.38|60.6997|-151.38|
+2498|97|F|45514.27|1993-11-08|5-LOW|Clerk#000000373|0|g the slyly special pinto beans. |60.5658|-151.244|60.5658|-151.244|
+2499|121|O|147243.86|1995-09-24|1-URGENT|Clerk#000000277|0|r the quickly bold foxes. bold instructi|60.6331|-151.163|60.6331|-151.163|
+2500|133|F|131122.82|1992-08-15|2-HIGH|Clerk#000000447|0|integrate slyly pending deposits. furiously ironic accounts across the s|60.6331|-151.163|60.6331|-151.163|
+2501|67|O|79380.51|1997-05-25|5-LOW|Clerk#000000144|0|ickly special theodolite|60.6331|-151.163|60.6331|-151.163|
+2502|70|F|33470.40|1993-05-28|4-NOT SPECIFIED|Clerk#000000914|0|lyly: carefully pending ideas affix again|60.6201|-151.332|60.6201|-151.332|
+2503|7|F|183671.08|1993-06-20|3-MEDIUM|Clerk#000000294|0|ly even packages was. ironic, regular deposits unwind furiously across the p|60.5004|-151.276|60.5004|-151.276|
+2528|55|F|92069.62|1994-11-20|1-URGENT|Clerk#000000789|0|ular dependencies? regular frays kindle according to the blith|60.6331|-151.163|60.6331|-151.163|
+2529|136|O|4104.30|1996-08-20|2-HIGH|Clerk#000000511|0|posits across the silent instructions wake blithely across |60.6331|-151.163|60.6331|-151.163|
+2530|128|F|58853.11|1994-03-21|3-MEDIUM|Clerk#000000291|0|ular instructions about the quic|60.6901|-151.321|60.6901|-151.321|
+2531|44|O|143212.85|1996-05-06|4-NOT SPECIFIED|Clerk#000000095|0|even accounts. furiously ironic excuses sleep fluffily. carefully silen|60.6676|-151.29|60.6676|-151.29|
+2532|94|O|116093.49|1995-10-11|2-HIGH|Clerk#000000498|0|the blithely pending accounts. regular, regular excuses boost aro|60.6331|-151.163|60.6331|-151.163|
+2533|50|O|168495.03|1997-03-24|1-URGENT|Clerk#000000594|0|ecial instructions. spec|60.5632|-151.266|60.5632|-151.266|
+2534|76|O|202784.54|1996-07-17|3-MEDIUM|Clerk#000000332|0|packages cajole ironic requests. furiously regular|60.6331|-151.163|60.6331|-151.163|
+2535|121|F|67018.30|1993-05-25|5-LOW|Clerk#000000296|0|phins cajole beneath the fluffily express asymptotes. c|60.6331|-151.163|60.6331|-151.163|
+2560|131|F|153426.79|1992-09-05|1-URGENT|Clerk#000000538|0|atelets; quickly sly requests|60.6509|-151.342|60.6509|-151.342|
+2561|58|O|137473.58|1997-11-14|1-URGENT|Clerk#000000861|0|ual requests. unusual deposits cajole furiously pending, regular platelets. |60.5601|-151.107|60.5601|-151.107|
+2562|10|F|136360.37|1992-08-01|1-URGENT|Clerk#000000467|0|elets. pending dolphins promise slyly. bo|60.5123|-151.275|60.5123|-151.275|
+2563|62|F|168952.10|1993-11-19|4-NOT SPECIFIED|Clerk#000000150|0|sly even packages after the furio|60.6076|-151.325|60.6076|-151.325|
+2564|77|F|3967.47|1994-09-09|2-HIGH|Clerk#000000718|0|usly regular pinto beans. orbits wake carefully. slyly e|60.6331|-151.163|60.6331|-151.163|
+2565|56|O|204438.57|1998-02-28|3-MEDIUM|Clerk#000000032|0|x-ray blithely along|60.5175|-151.235|60.5175|-151.235|
+2566|86|F|89992.48|1992-10-10|3-MEDIUM|Clerk#000000414|0|ructions boost bold ideas. idly ironic accounts use according to th|60.5535|-151.108|60.5535|-151.108|
+2567|70|O|263411.29|1998-02-27|2-HIGH|Clerk#000000031|0|detect. furiously ironic requests|60.5614|-151.275|60.5614|-151.275|
+2592|101|F|8225.96|1993-03-05|4-NOT SPECIFIED|Clerk#000000524|0|ts nag fluffily. quickly stealthy theodolite|60.5647|-151.195|60.5647|-151.195|
+2593|92|F|134726.09|1993-09-04|2-HIGH|Clerk#000000468|0|r the carefully final|60.6331|-151.163|60.6331|-151.163|
+2594|79|F|94866.39|1992-12-17|1-URGENT|Clerk#000000550|0|ests. theodolites above the blithely even accounts detect furio|60.6331|-151.163|60.6331|-151.163|
+2595|74|O|173130.20|1995-12-14|4-NOT SPECIFIED|Clerk#000000222|0|arefully ironic requests nag carefully ideas. |60.6331|-151.163|60.6331|-151.163|
+2596|43|O|74940.13|1996-08-17|1-URGENT|Clerk#000000242|0|requests. ironic, bold theodolites wak|60.6331|-151.163|60.6331|-151.163|
+2597|104|F|21964.66|1993-02-04|2-HIGH|Clerk#000000757|0|iously ruthless exc|60.6331|-151.163|60.6331|-151.163|
+2598|112|O|84871.50|1996-03-05|3-MEDIUM|Clerk#000000391|0| ironic notornis according to the blithely final requests should |60.6678|-151.31|60.6678|-151.31|
+2599|149|O|62807.13|1996-11-07|2-HIGH|Clerk#000000722|0|ts. slyly regular theodolites wake sil|60.5003|-151.276|60.5003|-151.276|
+2624|52|O|27148.63|1996-11-28|5-LOW|Clerk#000000930|0|ic, regular packages|60.6331|-151.163|60.6331|-151.163|
+2625|40|F|39382.74|1992-10-14|4-NOT SPECIFIED|Clerk#000000386|0| final deposits. blithely ironic ideas |61.5855|-149.326|61.5855|-149.326|
+2626|139|O|84314.51|1995-09-08|4-NOT SPECIFIED|Clerk#000000289|0|gside of the carefully special packages are furiously after the slyly express |61.5979|-149.437|61.5979|-149.437|
+2627|149|F|26798.65|1992-03-24|3-MEDIUM|Clerk#000000181|0|s. silent, ruthless requests|61.6141|-149.457|61.6141|-149.457|
+2628|56|F|165655.99|1993-10-22|5-LOW|Clerk#000000836|0|ajole across the blithely careful accounts. blithely silent deposits sl|61.5799|-149.461|61.5799|-149.461|
+2629|139|O|96458.03|1998-04-06|5-LOW|Clerk#000000680|0|uches dazzle carefully even, express excuses. ac|61.5845|-149.337|61.5845|-149.337|
+2630|85|F|127132.51|1992-10-24|5-LOW|Clerk#000000712|0|inal theodolites. ironic instructions s|61.5351|-149.558|61.5351|-149.558|
+2631|37|F|63103.32|1993-09-24|5-LOW|Clerk#000000833|0| quickly unusual deposits doubt around |61.5811|-149.45|61.5811|-149.45|
+2656|77|F|105492.37|1993-05-04|1-URGENT|Clerk#000000307|0|elets. slyly final accou|61.5793|-149.442|61.5793|-149.442|
+2657|25|O|148176.06|1995-10-17|2-HIGH|Clerk#000000160|0| foxes-- slyly final dependencies around the slyly final theodo|61.5661|-149.313|61.5661|-149.313|
+2658|14|O|163834.46|1995-09-23|3-MEDIUM|Clerk#000000400|0|bout the slyly regular accounts. ironic, |61.6141|-149.457|61.6141|-149.457|
+2659|83|F|79785.52|1993-12-18|4-NOT SPECIFIED|Clerk#000000758|0|cross the pending requests maintain |61.5786|-149.332|61.5786|-149.332|
+2660|127|O|16922.51|1995-08-05|5-LOW|Clerk#000000480|0|ly finally regular deposits. ironic theodolites cajole|61.5811|-149.45|61.5811|-149.45|
+2661|74|O|106036.84|1997-01-04|3-MEDIUM|Clerk#000000217|0|al, regular pinto beans. silently final deposits should have t|61.5825|-149.429|61.5825|-149.429|
+2662|37|O|87689.88|1996-08-21|3-MEDIUM|Clerk#000000589|0|bold pinto beans above the slyly final accounts affix furiously deposits. pac|61.6141|-149.457|61.6141|-149.457|
+2663|95|O|35131.80|1995-09-06|1-URGENT|Clerk#000000950|0|ar requests. furiously final dolphins along the fluffily spe|61.5531|-149.651|61.5531|-149.651|
+2688|98|F|181077.36|1992-01-24|2-HIGH|Clerk#000000720|0|have to nag according to the pending theodolites. sly|61.5531|-149.651|61.5531|-149.651|
+2689|103|F|41552.78|1992-04-09|4-NOT SPECIFIED|Clerk#000000698|0|press pains wake. furiously express theodolites alongsid|61.5698|-149.62|61.5698|-149.62|
+2690|94|O|224674.27|1996-03-31|3-MEDIUM|Clerk#000000760|0|ravely even theodolites |61.6141|-149.457|61.6141|-149.457|
+2691|7|F|30137.17|1992-04-30|5-LOW|Clerk#000000439|0|es at the regular deposits sleep slyly by the fluffy requests. eve|61.5474|-149.458|61.5474|-149.458|
+2692|62|O|24265.24|1997-12-02|3-MEDIUM|Clerk#000000878|0|es. regular asymptotes cajole above t|61.5825|-149.429|61.5825|-149.429|
+2693|19|O|66158.13|1996-09-04|1-URGENT|Clerk#000000370|0|ndle never. blithely regular packages nag carefully enticing platelets. ca|61.5955|-149.423|61.5955|-149.423|
+2694|121|O|102807.59|1996-03-14|5-LOW|Clerk#000000722|0| requests. bold deposits above the theodol|61.5801|-149.461|61.5801|-149.461|
+2695|58|O|138584.20|1996-08-20|1-URGENT|Clerk#000000697|0|ven deposits around the quickly regular packa|61.5785|-149.415|61.5785|-149.415|
+2720|31|F|161307.05|1993-06-08|1-URGENT|Clerk#000000948|0|quickly. special asymptotes are fluffily ironi|61.6402|-149.34|61.6402|-149.34|
+2721|79|O|59180.25|1996-01-27|2-HIGH|Clerk#000000401|0| ideas eat even, unusual ideas. theodolites are carefully|61.583|-149.457|61.583|-149.457|
+2722|35|F|50328.84|1994-04-09|5-LOW|Clerk#000000638|0|rding to the carefully quick deposits. bli|61.5907|-149.295|61.5907|-149.295|
+2723|61|O|104759.25|1995-10-06|5-LOW|Clerk#000000836|0|nts must have to cajo|61.6141|-149.457|61.6141|-149.457|
+2724|137|F|116069.66|1994-09-14|2-HIGH|Clerk#000000217|0| sleep blithely. blithely idle |61.5933|-149.397|61.5933|-149.397|
+2725|89|F|75144.68|1994-05-21|4-NOT SPECIFIED|Clerk#000000835|0|ular deposits. spec|61.6091|-149.77|61.6091|-149.77|
+2726|7|F|47753.00|1992-11-27|5-LOW|Clerk#000000470|0| blithely even dinos sleep care|61.577|-149.411|61.577|-149.411|
+2727|74|O|3089.42|1998-04-19|4-NOT SPECIFIED|Clerk#000000879|0|sual theodolites cajole enticingly above the furiously fin|61.6078|-149.322|61.6078|-149.322|
+2752|59|F|187932.30|1993-11-19|2-HIGH|Clerk#000000648|0| carefully regular foxes are quickly quickl|61.6131|-149.397|61.6131|-149.397|
+2753|16|F|159720.39|1993-11-30|2-HIGH|Clerk#000000380|0|ending instructions. unusual deposits|61.6648|-149.372|61.6648|-149.372|
+2754|145|F|25985.52|1994-04-03|2-HIGH|Clerk#000000960|0|cies detect slyly. |61.5531|-149.651|61.5531|-149.651|
+2755|118|F|101202.18|1992-02-07|4-NOT SPECIFIED|Clerk#000000177|0|ously according to the sly foxes. blithely regular pinto bean|61.5811|-149.45|61.5811|-149.45|
+2756|118|F|142323.38|1994-04-18|1-URGENT|Clerk#000000537|0|arefully special warho|61.583|-149.457|61.583|-149.457|
+2757|76|O|89792.48|1995-07-20|2-HIGH|Clerk#000000216|0| regular requests subl|61.1955|-149.9|61.1955|-149.9|
+2758|43|O|36671.88|1998-07-12|5-LOW|Clerk#000000863|0|s cajole according to the carefully special |61.1844|-149.897|61.1844|-149.897|
+2759|116|F|89731.10|1993-11-25|4-NOT SPECIFIED|Clerk#000000071|0|ts. regular, pending pinto beans sleep ab|61.1901|-149.892|61.1901|-149.892|
+2784|95|O|106635.21|1998-01-07|1-URGENT|Clerk#000000540|0|g deposits alongside of the silent requests s|61.1444|-149.867|61.1444|-149.867|
+2785|148|O|132854.79|1995-07-21|2-HIGH|Clerk#000000098|0|iously pending packages sleep according to the blithely unusual foxe|61.1955|-149.9|61.1955|-149.9|
+2786|79|F|178254.66|1992-03-22|2-HIGH|Clerk#000000976|0|al platelets cajole blithely ironic requests. ironic re|61.1893|-149.887|61.1893|-149.887|
+2787|103|O|3726.14|1995-09-30|1-URGENT|Clerk#000000906|0|he ironic, regular |61.2174|-149.888|61.2174|-149.888|
+2788|124|F|17172.66|1994-09-22|1-URGENT|Clerk#000000641|0|nts wake across the fluffily bold accoun|61.2227|-149.842|61.2227|-149.842|
+2789|37|O|219123.27|1998-03-14|2-HIGH|Clerk#000000972|0|gular patterns boost. carefully even re|61.1263|-149.872|61.1263|-149.872|
+2790|25|F|177458.97|1994-08-19|2-HIGH|Clerk#000000679|0| the carefully express deposits sleep slyly |61.1138|-149.866|61.1138|-149.866|
+2791|121|F|156697.55|1994-10-10|2-HIGH|Clerk#000000662|0|as. slyly ironic accounts play furiously bl|61.2157|-149.821|61.2157|-149.821|
+2816|58|F|42225.53|1994-09-20|2-HIGH|Clerk#000000289|0|kages at the final deposits cajole furious foxes. quickly |61.2174|-149.888|61.2174|-149.888|
+2817|40|F|71453.85|1994-04-19|3-MEDIUM|Clerk#000000982|0|ic foxes haggle upon the daringly even pinto beans. slyly|61.1855|-149.868|61.1855|-149.868|
+2818|49|F|120086.84|1994-12-12|3-MEDIUM|Clerk#000000413|0|eep furiously special ideas. express |61.1951|-149.873|61.1951|-149.873|
+2819|103|F|66927.16|1994-05-05|1-URGENT|Clerk#000000769|0|ngside of the blithely ironic dolphins. furio|61.1444|-149.867|61.1444|-149.867|
+2820|19|F|143813.39|1994-05-20|3-MEDIUM|Clerk#000000807|0|equests are furiously. carefu|61.1883|-149.735|61.1883|-149.735|
+2821|118|F|36592.48|1993-08-09|3-MEDIUM|Clerk#000000323|0|ng requests. even instructions are quickly express, silent instructi|61.2161|-149.876|61.2161|-149.876|
+2822|79|F|40142.15|1993-07-26|2-HIGH|Clerk#000000510|0|furiously against the accounts. unusual accounts aft|61.2161|-149.876|61.2161|-149.876|
+2823|79|O|171894.45|1995-09-09|2-HIGH|Clerk#000000567|0|encies. carefully fluffy accounts m|61.1893|-149.888|61.1893|-149.888|
+2848|70|F|116258.53|1992-03-10|1-URGENT|Clerk#000000256|0|ly fluffy foxes sleep furiously across the slyly regu|61.2174|-149.888|61.2174|-149.888|
+2849|46|O|180054.29|1996-04-30|2-HIGH|Clerk#000000659|0|al packages are after the quickly bold requests. carefully special |61.1914|-149.886|61.1914|-149.886|
+2850|100|O|122969.79|1996-10-02|2-HIGH|Clerk#000000392|0|, regular deposits. furiously pending packages hinder carefully carefully u|61.1541|-149.958|61.1541|-149.958|
+2851|145|O|7859.36|1997-09-07|5-LOW|Clerk#000000566|0|Tiresias wake quickly quickly even|61.1259|-149.717|61.1259|-149.717|
+2852|91|F|99050.81|1993-01-16|1-URGENT|Clerk#000000740|0|ruthless deposits against the final instructions use quickly al|61.2193|-149.902|61.2193|-149.902|
+2853|94|F|103641.15|1994-05-05|2-HIGH|Clerk#000000878|0|the carefully even packages.|61.1879|-149.886|61.1879|-149.886|
+2854|139|F|153568.02|1994-06-27|1-URGENT|Clerk#000000010|0| furiously ironic tithes use furiously |61.1372|-149.912|61.1372|-149.912|
+2855|49|F|48419.58|1993-04-04|4-NOT SPECIFIED|Clerk#000000973|0| silent, regular packages sleep |61.1101|-149.857|61.1101|-149.857|
+2880|8|F|145761.99|1992-03-15|2-HIGH|Clerk#000000756|0|ves maintain doggedly spec|61.1791|-149.94|61.1791|-149.94|
+2881|100|F|45695.84|1992-05-10|5-LOW|Clerk#000000864|0|uriously. slyly express requests according to the silent dol|61.2031|-149.749|61.2031|-149.749|
+2882|121|O|172872.37|1995-08-22|2-HIGH|Clerk#000000891|0|pending deposits. carefully eve|61.1914|-149.877|61.1914|-149.877|
+2883|121|F|170360.27|1995-01-23|5-LOW|Clerk#000000180|0|uses. carefully ironic accounts lose fluffil|61.1944|-149.883|61.1944|-149.883|
+2884|92|O|71683.84|1997-10-12|3-MEDIUM|Clerk#000000780|0|efully express instructions sleep against|61.1923|-149.886|61.1923|-149.886|
+2885|7|F|146896.72|1992-09-19|4-NOT SPECIFIED|Clerk#000000280|0|ly sometimes special excuses. final requests are |61.2123|-149.854|61.2123|-149.854|
+2886|109|F|94527.23|1994-11-13|4-NOT SPECIFIED|Clerk#000000619|0|uctions. ironic packages sle|61.2161|-149.876|61.2161|-149.876|
+2887|109|O|28571.39|1997-05-26|5-LOW|Clerk#000000566|0|slyly even pinto beans. slyly bold epitaphs cajole blithely above t|61.2171|-149.9|61.2171|-149.9|
+2912|94|F|27727.52|1992-03-12|5-LOW|Clerk#000000186|0|jole blithely above the quickly regular packages. carefully regular pinto bean|61.1125|-149.861|61.1125|-149.861|
+2913|43|O|130702.19|1997-07-12|3-MEDIUM|Clerk#000000118|0|mptotes doubt furiously slyly regu|61.1419|-149.896|61.1419|-149.896|
+2914|109|F|60867.14|1993-03-03|3-MEDIUM|Clerk#000000543|0|he slyly regular theodolites are furiously sile|61.145|-149.878|61.145|-149.878|
+2915|94|F|96015.13|1994-03-31|5-LOW|Clerk#000000410|0|ld packages. bold deposits boost blithely. ironic, unusual theodoli|61.1044|-149.865|61.1044|-149.865|
+2916|8|O|20182.22|1995-12-27|2-HIGH|Clerk#000000681|0|ithely blithe deposits sleep beyond the|61.1444|-149.876|61.1444|-149.876|
+2917|91|O|100714.13|1997-12-09|4-NOT SPECIFIED|Clerk#000000061|0| special dugouts among the special deposi|61.1|-149.85|61.1|-149.85|
+2918|118|O|21760.09|1996-09-08|3-MEDIUM|Clerk#000000439|0|ular deposits across th|61.1105|-149.861|61.1105|-149.861|
+2919|53|F|137223.14|1993-12-10|2-HIGH|Clerk#000000209|0|es. pearls wake quietly slyly ironic instructions--|61.1286|-149.957|61.1286|-149.957|
+2944|14|O|146581.14|1997-09-24|4-NOT SPECIFIED|Clerk#000000740|0|deas. permanently special foxes haggle carefully ab|61.1201|-149.89|61.1201|-149.89|
+2945|29|O|223507.72|1996-01-03|2-HIGH|Clerk#000000499|0|ons are carefully toward the permanent, bold pinto beans. regu|61.112|-149.871|61.112|-149.871|
+2946|125|O|102226.59|1996-02-05|5-LOW|Clerk#000000329|0|g instructions about the regular accounts sleep carefully along the pen|61.1427|-149.864|61.1427|-149.864|
+2947|70|P|43360.95|1995-04-26|1-URGENT|Clerk#000000464|0|ronic accounts. accounts run furiously d|61.1212|-149.947|61.1212|-149.947|
+2948|44|F|100758.71|1994-08-23|5-LOW|Clerk#000000701|0| deposits according to the blithely pending |61.1228|-149.939|61.1228|-149.939|
+2949|137|F|94231.71|1994-04-12|2-HIGH|Clerk#000000184|0|y ironic accounts use. quickly blithe accou|61.1093|-149.871|61.1093|-149.871|
+2950|136|O|183620.33|1997-07-06|1-URGENT|Clerk#000000833|0| dolphins around the furiously |61.145|-149.878|61.145|-149.878|
+2951|74|O|125509.17|1996-02-06|2-HIGH|Clerk#000000680|0|gular deposits above the finally regular ideas integrate idly stealthil|61.1191|-149.871|61.1191|-149.871|
+2976|29|F|145768.47|1993-12-10|4-NOT SPECIFIED|Clerk#000000159|0|. furiously ironic asymptotes haggle ruthlessly silently regular r|61.1003|-149.856|61.1003|-149.856|
+2977|73|O|25170.88|1996-08-27|3-MEDIUM|Clerk#000000252|0|quickly special platelets are furio|61.1113|-149.872|61.1113|-149.872|
+2978|44|P|139542.14|1995-05-03|1-URGENT|Clerk#000000135|0|d. even platelets are. ironic dependencies cajole slow, e|61.1084|-149.861|61.1084|-149.861|
+2979|133|O|116789.98|1996-03-23|3-MEDIUM|Clerk#000000820|0|even, ironic foxes sleep along|61.144|-149.878|61.144|-149.878|
+2980|4|O|187514.11|1996-09-14|3-MEDIUM|Clerk#000000661|0|y quick pinto beans wake. slyly re|61.1426|-149.877|61.1426|-149.877|
+2981|49|O|37776.79|1998-07-29|5-LOW|Clerk#000000299|0|hely among the express foxes. blithely stealthy requests cajole boldly. regu|61.1173|-149.861|61.1173|-149.861|
+2982|85|F|55582.94|1995-03-19|2-HIGH|Clerk#000000402|0|lyly. express theodolites affix slyly after the slyly speci|61.1347|-149.914|61.1347|-149.914|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations.txt b/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations.txt
deleted file mode 100644
index f936a6e..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations.txt
+++ /dev/null
@@ -1,750 +0,0 @@
-1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |42.3631|-71.065|42.3631|-71.065|
-2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|42.1091|-70.696|42.1091|-70.696|
-3|124|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|40.8151|-73.0452|40.8151|-73.0452|
-4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|40.8151|-73.0452|40.8151|-73.0452|
-5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|42.2481|-71.174|42.2481|-71.174|
-6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|61.1201|-149.89|61.1201|-149.89|
-7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |61.1501|-149.926|61.1501|-149.926|
-32|131|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|61.181|-149.814|61.181|-149.814|
-33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|61.1517|-149.86|61.1517|-149.86|
-34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|61.1806|-149.814|61.1806|-149.814|
-35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|61.1806|-149.775|61.1806|-149.775|
-36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|61.1806|-149.775|61.1806|-149.775|
-37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|61.1806|-149.775|61.1806|-149.775|
-38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|61.2113|-149.824|61.2113|-149.824|
-39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|61.1967|-149.877|61.1967|-149.877|
-64|34|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|61.2164|-149.892|61.2164|-149.892|
-65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|61.1571|-149.883|61.1571|-149.883|
-66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|61.2048|-149.834|61.2048|-149.834|
-67|58|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|61.0956|-149.843|61.0956|-149.843|
-68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|61.1491|-149.809|61.1491|-149.809|
-69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|61.1981|-149.871|61.1981|-149.871|
-70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|61.1982|-149.876|61.1982|-149.876|
-71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|61.1924|-149.909|61.1924|-149.909|
-96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|61.2204|-149.728|61.2204|-149.728|
-97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|61.196|-149.864|61.196|-149.864|
-98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|61.1987|-149.889|61.1987|-149.889|
-99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|61.1984|-149.897|61.1984|-149.897|
-100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|61.1897|-149.898|61.1897|-149.898|
-101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|61.1228|-149.81|61.1228|-149.81|
-102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|61.1649|-149.881|61.1649|-149.881|
-103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|61.1934|-149.887|61.1934|-149.887|
-128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |61.2164|-149.892|61.2164|-149.892|
-129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |61.1932|-149.886|61.1932|-149.886|
-130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|61.2072|-149.888|61.2072|-149.888|
-131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|61.2125|-149.904|61.2125|-149.904|
-132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|61.2142|-149.806|61.2142|-149.806|
-133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |61.1866|-149.923|61.1866|-149.923|
-134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|61.1089|-149.857|61.1089|-149.857|
-135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|61.1024|-149.853|61.1024|-149.853|
-160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|61.1891|-149.906|61.1891|-149.906|
-161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|61.1891|-149.906|61.1891|-149.906|
-162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |61.1891|-149.906|61.1891|-149.906|
-163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|61.1891|-149.906|61.1891|-149.906|
-164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|61.1891|-149.906|61.1891|-149.906|
-165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|61.1891|-149.906|61.1891|-149.906|
-166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|61.1891|-149.906|61.1891|-149.906|
-167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|61.1891|-149.906|61.1891|-149.906|
-192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|61.1891|-149.906|61.1891|-149.906|
-193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|61.1891|-149.906|61.1891|-149.906|
-194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|61.1891|-149.906|61.1891|-149.906|
-195|136|F|120053.52|1993-12-28|3-MEDIUM|Clerk#000000216|0|old forges are furiously sheaves. slyly fi|61.1891|-149.906|61.1891|-149.906|
-196|65|F|33248.04|1993-03-17|2-HIGH|Clerk#000000988|0|beans boost at the foxes. silent foxes|61.1891|-149.906|61.1891|-149.906|
-197|34|P|100290.07|1995-04-07|2-HIGH|Clerk#000000969|0|solve quickly about the even braids. carefully express deposits affix care|61.1891|-149.906|61.1891|-149.906|
-198|112|O|125792.83|1998-01-02|4-NOT SPECIFIED|Clerk#000000331|0|its. carefully ironic requests sleep. furiously express fox|61.1891|-149.906|61.1891|-149.906|
-199|53|O|80592.44|1996-03-07|2-HIGH|Clerk#000000489|0|g theodolites. special packag|61.1891|-149.906|61.1891|-149.906|
-224|4|F|155680.60|1994-06-18|4-NOT SPECIFIED|Clerk#000000642|0|r the quickly thin courts. carefully|61.1891|-149.906|61.1891|-149.906|
-225|34|P|165890.47|1995-05-25|1-URGENT|Clerk#000000177|0|s. blithely ironic accounts wake quickly fluffily special acc|61.1891|-149.906|61.1891|-149.906|
-226|128|F|180119.22|1993-03-10|2-HIGH|Clerk#000000756|0|s are carefully at the blithely ironic acc|61.1891|-149.906|61.1891|-149.906|
-227|10|O|46076.46|1995-11-10|5-LOW|Clerk#000000919|0| express instructions. slyly regul|61.1891|-149.906|61.1891|-149.906|
-228|46|F|2638.98|1993-02-25|1-URGENT|Clerk#000000562|0|es was slyly among the regular foxes. blithely regular dependenci|61.1891|-149.906|61.1891|-149.906|
-229|112|F|142290.77|1993-12-29|1-URGENT|Clerk#000000628|0|he fluffily even instructions. furiously i|61.1891|-149.906|61.1891|-149.906|
-230|103|F|107231.60|1993-10-27|1-URGENT|Clerk#000000520|0|odolites. carefully quick requ|61.1891|-149.906|61.1891|-149.906|
-231|91|F|141554.06|1994-09-29|2-HIGH|Clerk#000000446|0| packages haggle slyly after the carefully ironic instruct|61.1891|-149.906|61.1891|-149.906|
-256|125|F|106315.25|1993-10-19|4-NOT SPECIFIED|Clerk#000000834|0|he fluffily final ideas might are final accounts. carefully f|61.1891|-149.906|61.1891|-149.906|
-257|124|O|7102.74|1998-03-28|3-MEDIUM|Clerk#000000680|0|ts against the sly warhorses cajole slyly accounts|61.1891|-149.906|61.1891|-149.906|
-258|43|F|186669.10|1993-12-29|1-URGENT|Clerk#000000167|0|dencies. blithely quick packages cajole. ruthlessly final accounts|61.1891|-149.906|61.1891|-149.906|
-259|44|F|75661.70|1993-09-29|4-NOT SPECIFIED|Clerk#000000601|0|ages doubt blithely against the final foxes. carefully express deposits dazzle|61.1891|-149.906|61.1891|-149.906|
-260|106|O|179292.14|1996-12-10|3-MEDIUM|Clerk#000000960|0|lently regular pinto beans sleep after the slyly e|61.1891|-149.906|61.1891|-149.906|
-261|47|F|201003.12|1993-06-29|3-MEDIUM|Clerk#000000310|0|ully fluffily brave instructions. furiousl|61.1891|-149.906|61.1891|-149.906|
-262|31|O|108443.84|1995-11-25|4-NOT SPECIFIED|Clerk#000000551|0|l packages. blithely final pinto beans use carefu|61.1891|-149.906|61.1891|-149.906|
-263|118|F|79782.56|1994-05-17|2-HIGH|Clerk#000000088|0| pending instructions. blithely un|61.1891|-149.906|61.1891|-149.906|
-288|8|O|163794.53|1997-02-21|1-URGENT|Clerk#000000109|0|uriously final requests. even, final ideas det|61.1891|-149.906|61.1891|-149.906|
-289|104|O|131092.67|1997-02-10|3-MEDIUM|Clerk#000000103|0|sily. slyly special excuse|61.1891|-149.906|61.1891|-149.906|
-290|118|F|62814.89|1994-01-01|4-NOT SPECIFIED|Clerk#000000735|0|efully dogged deposits. furiou|61.1891|-149.906|61.1891|-149.906|
-291|142|F|66817.05|1994-03-13|1-URGENT|Clerk#000000923|0|dolites. carefully regular pinto beans cajol|64.8541|-147.813|64.8541|-147.813|
-292|23|F|30783.05|1992-01-13|2-HIGH|Clerk#000000193|0|g pinto beans will have to sleep f|64.8414|-147.606|64.8414|-147.606|
-293|31|F|37248.78|1992-10-02|2-HIGH|Clerk#000000629|0|re bold, ironic deposits. platelets c|64.8371|-147.746|64.8371|-147.746|
-294|52|F|30059.47|1993-07-16|3-MEDIUM|Clerk#000000499|0|kly according to the frays. final dolphins affix quickly |64.8151|-147.707|64.8151|-147.707|
-295|19|F|89345.99|1994-09-29|2-HIGH|Clerk#000000155|0| unusual pinto beans play. regular ideas haggle|64.8371|-147.746|64.8371|-147.746|
-320|1|O|39835.54|1997-11-21|2-HIGH|Clerk#000000573|0|ar foxes nag blithely|64.849|-147.813|64.849|-147.813|
-321|124|F|62251.15|1993-03-21|3-MEDIUM|Clerk#000000289|0|equests run. blithely final dependencies after the deposits wake caref|64.8425|-147.724|64.8425|-147.724|
-322|134|F|127068.89|1992-03-19|1-URGENT|Clerk#000000158|0|fully across the slyly bold packages. packages against the quickly regular i|64.8425|-147.724|64.8425|-147.724|
-323|40|F|79683.42|1994-03-26|1-URGENT|Clerk#000000959|0|arefully pending foxes sleep blithely. slyly express accoun|64.849|-147.826|64.849|-147.826|
-324|106|F|26868.85|1992-03-20|1-URGENT|Clerk#000000352|0| about the ironic, regular deposits run blithely against the excuses|64.815|-147.882|64.815|-147.882|
-325|41|F|71543.41|1993-10-17|5-LOW|Clerk#000000844|0|ly sometimes pending pa|64.8906|-147.628|64.8906|-147.628|
-326|76|O|229165.17|1995-06-04|2-HIGH|Clerk#000000466|0| requests. furiously ironic asymptotes mold carefully alongside of the blit|64.8276|-147.639|64.8276|-147.639|
-327|145|P|24468.16|1995-04-17|5-LOW|Clerk#000000992|0|ng the slyly final courts. slyly even escapades eat |64.8461|-147.813|64.8461|-147.813|
-352|107|F|16003.86|1994-03-08|2-HIGH|Clerk#000000932|0|ke slyly bold pinto beans. blithely regular accounts against the spe|64.8281|-147.812|64.8281|-147.812|
-353|2|F|179984.42|1993-12-31|5-LOW|Clerk#000000449|0| quiet ideas sleep. even instructions cajole slyly. silently spe|64.8377|-147.718|64.8377|-147.718|
-354|139|O|157062.70|1996-03-14|2-HIGH|Clerk#000000511|0|ly regular ideas wake across the slyly silent ideas. final deposits eat b|64.8417|-147.718|64.8417|-147.718|
-355|71|F|69447.25|1994-06-14|5-LOW|Clerk#000000532|0|s. sometimes regular requests cajole. regular, pending accounts a|64.8145|-147.772|64.8145|-147.772|
-356|148|F|162786.67|1994-06-30|4-NOT SPECIFIED|Clerk#000000944|0|as wake along the bold accounts. even, |64.8541|-147.813|64.8541|-147.813|
-357|61|O|98723.11|1996-10-09|2-HIGH|Clerk#000000301|0|e blithely about the express, final accounts. quickl|64.8169|-147.779|64.8169|-147.779|
-358|4|F|226806.66|1993-09-20|2-HIGH|Clerk#000000392|0|l, silent instructions are slyly. silently even de|64.8378|-147.71|64.8378|-147.71|
-359|79|F|142891.22|1994-12-19|3-MEDIUM|Clerk#000000934|0|n dolphins. special courts above the carefully ironic requests use|64.8436|-147.722|64.8436|-147.722|
-384|115|F|122785.82|1992-03-03|5-LOW|Clerk#000000206|0|, even accounts use furiously packages. slyly ironic pla|64.9401|-147.402|64.9401|-147.402|
-385|34|O|50724.06|1996-03-22|5-LOW|Clerk#000000600|0|hless accounts unwind bold pain|64.8426|-147.719|64.8426|-147.719|
-386|61|F|90380.40|1995-01-25|2-HIGH|Clerk#000000648|0| haggle quickly. stealthily bold asymptotes haggle among the furiously even re|64.8534|-147.811|64.8534|-147.811|
-387|4|O|130647.18|1997-01-26|4-NOT SPECIFIED|Clerk#000000768|0| are carefully among the quickly even deposits. furiously silent req|64.9341|-147.928|64.9341|-147.928|
-388|46|F|120533.46|1992-12-16|4-NOT SPECIFIED|Clerk#000000356|0|ar foxes above the furiously ironic deposits nag slyly final reque|64.8393|-147.72|64.8393|-147.72|
-389|127|F|1984.14|1994-02-17|2-HIGH|Clerk#000000062|0|ing to the regular asymptotes. final, pending foxes about the blithely sil|64.8406|-147.731|64.8406|-147.731|
-390|103|O|168562.27|1998-04-07|5-LOW|Clerk#000000404|0|xpress asymptotes use among the regular, final pinto b|64.9281|-147.865|64.9281|-147.865|
-391|112|F|13282.23|1994-11-17|2-HIGH|Clerk#000000256|0|orges thrash fluffil|64.8371|-147.716|64.8371|-147.716|
-416|41|F|71362.50|1993-09-27|5-LOW|Clerk#000000294|0| the accounts. fluffily bold depo|64.9414|-147.841|64.9414|-147.841|
-417|55|F|91982.29|1994-02-06|3-MEDIUM|Clerk#000000468|0|ironic, even packages. thinly unusual accounts sleep along the slyly unusual |64.8363|-147.79|64.8363|-147.79|
-418|95|P|33124.96|1995-04-13|4-NOT SPECIFIED|Clerk#000000643|0|. furiously ironic instruc|64.8371|-147.716|64.8371|-147.716|
-419|118|O|111597.96|1996-10-01|3-MEDIUM|Clerk#000000376|0|osits. blithely pending theodolites boost carefully|64.8591|-147.917|64.8591|-147.917|
-420|91|O|198039.23|1995-10-31|4-NOT SPECIFIED|Clerk#000000756|0|leep carefully final excuses. fluffily pending requests unwind carefully above|64.8363|-147.79|64.8363|-147.79|
-421|40|F|1084.38|1992-02-22|5-LOW|Clerk#000000405|0|egular, even packages according to the final, un|55.3801|-131.682|55.3801|-131.682|
-422|74|O|106045.89|1997-05-31|4-NOT SPECIFIED|Clerk#000000049|0|aggle carefully across the accounts. regular accounts eat fluffi|55.3073|-131.528|55.3073|-131.528|
-423|104|O|26981.31|1996-06-01|1-URGENT|Clerk#000000674|0|quests. deposits cajole quickly. furiously bold accounts haggle q|55.3801|-131.682|55.3801|-131.682|
-448|149|O|114978.03|1995-08-21|3-MEDIUM|Clerk#000000597|0| regular, express foxes use blithely. quic|55.3601|-131.681|55.3601|-131.681|
-449|97|O|41605.63|1995-07-20|2-HIGH|Clerk#000000841|0|. furiously regular theodolites affix blithely |55.3279|-131.613|55.3279|-131.613|
-450|49|P|153386.61|1995-03-05|4-NOT SPECIFIED|Clerk#000000293|0|d theodolites. boldly bold foxes since the pack|55.3129|-131.588|55.3129|-131.588|
-451|100|O|104664.40|1998-05-25|5-LOW|Clerk#000000048|0|nic pinto beans. theodolites poach carefully; |55.3801|-131.682|55.3801|-131.682|
-452|61|O|2007.48|1997-10-14|1-URGENT|Clerk#000000498|0|t, unusual instructions above the blithely bold pint|55.3801|-131.682|55.3801|-131.682|
-453|46|O|216826.73|1997-05-26|5-LOW|Clerk#000000504|0|ss foxes. furiously regular ideas sleep according to t|55.4299|-131.789|55.4299|-131.789|
-454|49|O|23198.24|1995-12-27|5-LOW|Clerk#000000890|0|dolites sleep carefully blithely regular deposits. quickly regul|55.3801|-131.682|55.3801|-131.682|
-455|13|O|138010.76|1996-12-04|1-URGENT|Clerk#000000796|0| about the final platelets. dependen|55.3507|-131.671|55.3507|-131.671|
-480|73|F|20530.97|1993-05-08|5-LOW|Clerk#000000004|0|ealthy pinto beans. fluffily regular requests along the special sheaves wake |55.3801|-131.682|55.3801|-131.682|
-481|31|F|117827.18|1992-10-08|2-HIGH|Clerk#000000230|0|ly final ideas. packages haggle fluffily|55.3394|-131.636|55.3394|-131.636|
-482|127|O|136634.34|1996-03-26|1-URGENT|Clerk#000000295|0|ts. deposits wake: final acco|55.3801|-131.682|55.3801|-131.682|
-483|35|O|39793.05|1995-07-11|2-HIGH|Clerk#000000025|0|cross the carefully final e|55.3103|-131.582|55.3103|-131.582|
-484|55|O|219920.62|1997-01-03|3-MEDIUM|Clerk#000000545|0|grouches use. furiously bold accounts maintain. bold, regular deposits|55.3801|-131.682|55.3801|-131.682|
-485|101|O|110432.76|1997-03-26|2-HIGH|Clerk#000000105|0| regular ideas nag thinly furiously s|55.3801|-131.682|55.3801|-131.682|
-486|52|O|185968.15|1996-03-11|4-NOT SPECIFIED|Clerk#000000803|0|riously dolphins. fluffily ironic requ|55.3801|-131.682|55.3801|-131.682|
-487|109|F|48502.79|1992-08-18|1-URGENT|Clerk#000000086|0|ithely unusual courts eat accordi|55.3801|-131.682|55.3801|-131.682|
-512|64|P|124661.48|1995-05-20|5-LOW|Clerk#000000814|0|ding requests. carefully express theodolites was quickly. furious|55.3801|-131.682|55.3801|-131.682|
-513|61|O|63703.92|1995-05-01|2-HIGH|Clerk#000000522|0|regular packages. pinto beans cajole carefully against the even|55.3424|-131.634|55.3424|-131.634|
-514|76|O|104585.77|1996-04-04|2-HIGH|Clerk#000000094|0| cajole furiously. slyly final excuses cajole. slyly special instructions |55.4097|-131.729|55.4097|-131.729|
-515|142|F|153720.22|1993-08-29|4-NOT SPECIFIED|Clerk#000000700|0|eposits are furiously furiously silent pinto beans. pending pack|55.3801|-131.682|55.3801|-131.682|
-516|44|O|10677.86|1998-04-21|2-HIGH|Clerk#000000305|0|lar, unusual platelets are carefully. even courts sleep bold, final pinto bea|55.3801|-131.682|55.3801|-131.682|
-517|10|O|82197.79|1997-04-07|5-LOW|Clerk#000000359|0|slyly pending deposits cajole quickly packages. furiou|55.3462|-131.658|55.3462|-131.658|
-518|145|O|223537.09|1998-02-08|2-HIGH|Clerk#000000768|0| the carefully bold accounts. quickly regular excuses are|55.3801|-131.682|55.3801|-131.682|
-519|64|O|95731.50|1997-10-31|1-URGENT|Clerk#000000985|0|ains doze furiously against the f|55.3801|-131.682|55.3801|-131.682|
-544|94|F|47627.89|1993-02-17|2-HIGH|Clerk#000000145|0|the special, final accounts. dogged dolphins|55.3801|-131.682|55.3801|-131.682|
-545|64|O|23476.12|1995-11-07|2-HIGH|Clerk#000000537|0|as. blithely final hockey players about th|55.3801|-131.682|55.3801|-131.682|
-546|145|O|14790.37|1996-11-01|2-HIGH|Clerk#000000041|0|osits sleep. slyly special dolphins about the q|55.3801|-131.682|55.3801|-131.682|
-547|100|O|96855.29|1996-06-22|3-MEDIUM|Clerk#000000976|0|ing accounts eat. carefully regular packa|55.3801|-131.682|55.3801|-131.682|
-548|124|F|99088.75|1994-09-21|1-URGENT|Clerk#000000435|0|arefully express instru|55.3801|-131.682|55.3801|-131.682|
-549|110|F|141679.41|1992-07-13|1-URGENT|Clerk#000000196|0|ideas alongside of |55.3801|-131.682|55.3801|-131.682|
-550|25|O|33123.28|1995-08-02|1-URGENT|Clerk#000000204|0|t requests. blithely |61.5856|-149.316|61.5856|-149.316|
-551|91|O|46355.83|1995-05-30|1-URGENT|Clerk#000000179|0|xpress accounts boost quic|61.5781|-149.429|61.5781|-149.429|
-576|31|O|18307.45|1997-05-13|3-MEDIUM|Clerk#000000955|0|l requests affix regular requests. final account|61.6141|-149.457|61.6141|-149.457|
-577|56|F|34768.68|1994-12-19|5-LOW|Clerk#000000154|0| deposits engage stealthil|61.5801|-149.461|61.5801|-149.461|
-578|94|O|70392.02|1997-01-10|5-LOW|Clerk#000000281|0|e blithely even packages. slyly pending platelets bes|61.9071|-150.067|61.9071|-150.067|
-579|68|O|120828.12|1998-03-11|2-HIGH|Clerk#000000862|0| regular instructions. blithely even p|61.5928|-149.392|61.5928|-149.392|
-580|61|O|88219.12|1997-07-05|2-HIGH|Clerk#000000314|0|tegrate fluffily regular accou|61.6141|-149.457|61.6141|-149.457|
-581|70|O|126066.00|1997-02-23|4-NOT SPECIFIED|Clerk#000000239|0| requests. even requests use slyly. blithely ironic |61.5792|-149.36|61.5792|-149.36|
-582|50|O|129004.81|1997-10-21|1-URGENT|Clerk#000000378|0|n pinto beans print a|61.6049|-149.463|61.6049|-149.463|
-583|49|O|127817.38|1997-03-19|3-MEDIUM|Clerk#000000792|0|efully express requests. a|61.6099|-149.328|61.6099|-149.328|
-608|26|O|62567.99|1996-02-28|3-MEDIUM|Clerk#000000995|0|nic waters wake slyly slyly expre|61.5531|-149.651|61.5531|-149.651|
-609|127|F|21088.59|1994-06-01|3-MEDIUM|Clerk#000000348|0|- ironic gifts believe furiously ca|61.6141|-149.457|61.6141|-149.457|
-610|52|O|175142.28|1995-08-02|1-URGENT|Clerk#000000610|0|totes. ironic, unusual packag|61.6141|-149.457|61.6141|-149.457|
-611|106|F|73907.63|1993-01-27|1-URGENT|Clerk#000000401|0|ounts detect furiously ac|61.5531|-149.651|61.5531|-149.651|
-612|82|F|145695.42|1992-10-21|3-MEDIUM|Clerk#000000759|0|boost quickly quickly final excuses. final foxes use bravely afte|61.6141|-149.457|61.6141|-149.457|
-613|139|O|33396.35|1995-06-18|2-HIGH|Clerk#000000172|0|ts hinder among the deposits. fluffily ironic depos|61.7321|-150.12|61.7321|-150.12|
-614|134|F|218116.21|1992-12-01|2-HIGH|Clerk#000000388|0| deposits! even, daring theodol|61.6141|-149.457|61.6141|-149.457|
-615|67|F|32890.89|1992-05-09|5-LOW|Clerk#000000388|0|t to promise asymptotes. packages haggle alongside of the fluffil|61.582|-149.441|61.582|-149.441|
-640|97|F|145495.62|1993-01-23|2-HIGH|Clerk#000000433|0|r, unusual accounts boost carefully final ideas. slyly silent theod|61.5818|-149.44|61.5818|-149.44|
-641|133|F|120626.49|1993-08-30|5-LOW|Clerk#000000175|0|ents cajole furiously about the quickly silent pac|61.6141|-149.457|61.6141|-149.457|
-642|40|F|22994.51|1993-12-16|3-MEDIUM|Clerk#000000357|0| among the requests wake slyly alongside of th|61.7321|-150.12|61.7321|-150.12|
-643|58|P|180396.95|1995-03-25|2-HIGH|Clerk#000000354|0|g dependencies. regular accounts |61.6308|-149.415|61.6308|-149.415|
-644|8|F|201268.06|1992-05-01|1-URGENT|Clerk#000000550|0| blithely unusual platelets haggle ironic, special excuses. excuses unwi|61.5801|-149.461|61.5801|-149.461|
-645|115|F|234763.73|1994-12-03|2-HIGH|Clerk#000000090|0|quickly daring theodolites across the regu|61.5811|-149.444|61.5811|-149.444|
-646|52|F|142070.65|1994-11-22|2-HIGH|Clerk#000000203|0|carefully even foxes. fina|61.6521|-149.92|61.6521|-149.92|
-647|143|O|56449.23|1997-08-07|1-URGENT|Clerk#000000270|0|egular pearls. carefully express asymptotes are. even account|61.6141|-149.307|61.6141|-149.307|
-672|109|F|89877.09|1994-04-14|5-LOW|Clerk#000000106|0|egular requests are furiously according to |61.6168|-149.328|61.6168|-149.328|
-673|80|F|21137.08|1994-03-10|1-URGENT|Clerk#000000448|0| special pinto beans use quickly furiously even depende|61.5714|-149.381|61.5714|-149.381|
-674|34|F|27204.60|1992-08-29|5-LOW|Clerk#000000448|0|ully special deposits. furiously final warhorses affix carefully. fluffily f|61.6521|-149.92|61.6521|-149.92|
-675|13|O|125188.72|1997-07-31|2-HIGH|Clerk#000000168|0|ffily between the careful|61.5858|-149.376|61.5858|-149.376|
-676|38|O|163966.67|1996-12-13|2-HIGH|Clerk#000000248|0|the final deposits. special, pending|61.5822|-149.463|61.5822|-149.463|
-677|124|F|147915.68|1993-11-24|3-MEDIUM|Clerk#000000824|0|uriously special pinto beans cajole carefully. fi|61.5861|-149.303|61.5861|-149.303|
-678|131|F|135761.05|1993-02-27|5-LOW|Clerk#000000530|0|. blithely final somas about the|61.5821|-149.438|61.5821|-149.438|
-679|49|O|8945.03|1995-12-15|2-HIGH|Clerk#000000853|0|tealthy, final pinto beans haggle slyly. pending platelets about the special, |61.6281|-149.338|61.6281|-149.338|
-704|85|O|56210.26|1996-11-21|3-MEDIUM|Clerk#000000682|0|blithely pending platelets wake alongside of the final, iron|61.5771|-149.335|61.5771|-149.335|
-705|43|O|83773.49|1997-02-13|4-NOT SPECIFIED|Clerk#000000294|0|ithely regular dependencies. express, even packages sleep slyly pending t|61.5917|-149.464|61.5917|-149.464|
-706|148|O|23973.60|1995-09-09|1-URGENT|Clerk#000000448|0|g the packages. deposits caj|61.1927|-149.86|61.1927|-149.86|
-707|118|F|58218.35|1994-11-20|3-MEDIUM|Clerk#000000199|0| ideas about the silent, bold deposits nag dolphins|61.1879|-149.85|61.1879|-149.85|
-708|32|O|100445.59|1998-07-03|3-MEDIUM|Clerk#000000101|0|lphins cajole about t|61.1814|-149.849|61.1814|-149.849|
-709|37|O|72055.87|1998-04-21|1-URGENT|Clerk#000000461|0|ons alongside of the carefully bold pinto bea|61.2104|-149.892|61.2104|-149.892|
-710|133|F|208974.42|1993-01-02|5-LOW|Clerk#000000026|0| regular, regular requests boost. fluffily re|61.2093|-149.903|61.2093|-149.903|
-711|64|F|92484.70|1993-09-23|4-NOT SPECIFIED|Clerk#000000856|0|its. fluffily regular gifts are furi|61.1481|-149.829|61.1481|-149.829|
-736|47|O|130204.17|1998-06-21|5-LOW|Clerk#000000881|0|refully of the final pi|61.2161|-149.876|61.2161|-149.876|
-737|121|F|12984.85|1992-04-26|5-LOW|Clerk#000000233|0|ake blithely express, ironic theodolites. blithely special accounts wa|61.1972|-149.75|61.1972|-149.75|
-738|22|F|114145.18|1993-03-02|4-NOT SPECIFIED|Clerk#000000669|0|ly even foxes. furiously regular accounts cajole ca|61.2066|-149.887|61.2066|-149.887|
-739|1|O|159171.69|1998-05-31|5-LOW|Clerk#000000900|0| against the slyly ironic packages nag slyly ironic|61.2161|-149.876|61.2161|-149.876|
-740|44|O|83490.99|1995-07-16|3-MEDIUM|Clerk#000000583|0|courts haggle furiously across the final, regul|61.195|-149.834|61.195|-149.834|
-741|106|O|47985.98|1998-07-07|2-HIGH|Clerk#000000295|0|ic instructions. slyly express instructions solv|61.2038|-149.808|61.2038|-149.808|
-742|103|F|207632.55|1994-12-23|5-LOW|Clerk#000000543|0|equests? slyly ironic dolphins boost carefully above the blithely|61.1228|-149.862|61.1228|-149.862|
-743|79|O|23614.89|1996-10-04|4-NOT SPECIFIED|Clerk#000000933|0|eans. furiously ironic deposits sleep carefully carefully qui|61.2005|-149.785|61.2005|-149.785|
-768|98|O|220636.82|1996-08-20|3-MEDIUM|Clerk#000000411|0|jole slyly ironic packages. slyly even idea|61.181|-149.825|61.181|-149.825|
-769|80|F|43092.76|1993-06-02|3-MEDIUM|Clerk#000000172|0|ggle furiously. ironic packages haggle slyly. bold platelets affix s|61.1867|-149.919|61.1867|-149.919|
-770|32|O|64271.75|1998-05-23|5-LOW|Clerk#000000572|0|heodolites. furiously special pinto beans cajole pac|61.1955|-149.911|61.1955|-149.911|
-771|46|O|105302.05|1995-06-17|1-URGENT|Clerk#000000105|0|s. furiously final instructions across the deposit|61.1089|-149.858|61.1089|-149.858|
-772|97|F|128234.96|1993-04-17|2-HIGH|Clerk#000000430|0|s boost blithely fluffily idle ideas? fluffily even pin|61.1805|-149.889|61.1805|-149.889|
-773|133|F|146862.27|1993-09-26|3-MEDIUM|Clerk#000000307|0|tions are quickly accounts. accounts use bold, even pinto beans. gifts ag|61.1534|-149.985|61.1534|-149.985|
-774|80|O|145857.60|1995-12-04|1-URGENT|Clerk#000000883|0|tealthily even depths|61.1901|-149.911|61.1901|-149.911|
-775|134|F|59455.61|1995-03-18|1-URGENT|Clerk#000000191|0|kly express requests. fluffily silent accounts poach furiously|61.2122|-149.734|61.2122|-149.734|
-800|56|O|87892.38|1998-07-14|2-HIGH|Clerk#000000213|0|y alongside of the pending packages? final platelets nag fluffily carefu|61.1951|-149.906|61.1951|-149.906|
-801|118|F|127717.72|1992-02-18|1-URGENT|Clerk#000000186|0|iously from the furiously enticing reques|61.2043|-149.869|61.2043|-149.869|
-802|137|F|156381.95|1995-01-05|1-URGENT|Clerk#000000516|0|posits. ironic, pending requests cajole. even theodol|61.2036|-149.869|61.2036|-149.869|
-803|16|O|27629.66|1997-04-29|5-LOW|Clerk#000000260|0|ic instructions. even deposits haggle furiously at the deposits-- regular de|61.1883|-149.886|61.1883|-149.886|
-804|50|F|94400.43|1993-03-12|3-MEDIUM|Clerk#000000931|0|s. blithely final foxes are about the packag|61.2141|-149.864|61.2141|-149.864|
-805|127|O|90042.41|1995-07-05|4-NOT SPECIFIED|Clerk#000000856|0|y according to the fluffily |61.1955|-149.782|61.1955|-149.782|
-806|131|O|26839.16|1996-06-20|2-HIGH|Clerk#000000240|0| the ironic packages wake carefully fina|61.2183|-149.894|61.2183|-149.894|
-807|145|F|222392.53|1993-11-24|3-MEDIUM|Clerk#000000012|0|refully special tithes. blithely regular accoun|61.1417|-149.864|61.1417|-149.864|
-832|29|F|68494.08|1992-04-19|5-LOW|Clerk#000000495|0|xes. bravely regular packages sleep up the furiously bold accou|61.1883|-149.883|61.1883|-149.883|
-833|56|F|49033.69|1994-02-13|3-MEDIUM|Clerk#000000437|0|ts haggle quickly across the slyl|61.2161|-149.876|61.2161|-149.876|
-834|43|F|46459.92|1994-05-23|3-MEDIUM|Clerk#000000805|0| sleep. quickly even foxes are boldly. slyly express requests use slyly|61.2193|-149.869|61.2193|-149.869|
-835|65|O|62430.67|1995-10-08|4-NOT SPECIFIED|Clerk#000000416|0|s about the carefully special foxes haggle quickly about the|61.2191|-149.888|61.2191|-149.888|
-836|70|O|72843.48|1996-11-25|4-NOT SPECIFIED|Clerk#000000729|0|ely bold excuses sleep regular ideas. furiously unusual ideas wake furiou|61.2191|-149.888|61.2191|-149.888|
-837|116|F|60918.41|1994-06-15|4-NOT SPECIFIED|Clerk#000000563|0|kages sleep slyly above the ironic, final orbits|61.2191|-149.888|61.2191|-149.888|
-838|17|O|82918.36|1998-01-29|5-LOW|Clerk#000000213|0| slyly around the slyly even|61.2191|-149.888|61.2191|-149.888|
-839|28|O|70182.63|1995-08-08|1-URGENT|Clerk#000000951|0|the carefully even platelets. furiously unusual fo|61.2191|-149.888|61.2191|-149.888|
-864|139|O|74710.74|1997-08-17|1-URGENT|Clerk#000000036|0|ly after the slyly regular deposits. express, regular asymptotes nag ca|61.2191|-149.888|61.2191|-149.888|
-865|4|F|70430.54|1993-05-04|3-MEDIUM|Clerk#000000337|0|. special packages wake after the carefully final accounts. express pinto be|61.2191|-149.888|61.2191|-149.888|
-866|40|F|4766.19|1992-11-28|3-MEDIUM|Clerk#000000718|0|ins after the even, even accounts nod blithel|61.2191|-149.888|61.2191|-149.888|
-867|26|F|7471.75|1993-11-16|3-MEDIUM|Clerk#000000877|0|pades nag quickly final, |61.2191|-149.888|61.2191|-149.888|
-868|104|F|127345.45|1992-06-09|4-NOT SPECIFIED|Clerk#000000782|0|onic theodolites print carefully. blithely dogge|61.2191|-149.888|61.2191|-149.888|
-869|136|O|58932.19|1997-01-12|2-HIGH|Clerk#000000245|0|ar sheaves are slowly. slyly even attainments boost theodolites. furiously|61.2191|-149.888|61.2191|-149.888|
-870|34|F|40492.37|1993-06-20|4-NOT SPECIFIED|Clerk#000000123|0|blithely ironic ideas nod. sly, r|61.2191|-149.888|61.2191|-149.888|
-871|16|O|172861.58|1995-11-15|5-LOW|Clerk#000000882|0|oss the ironic theodolites.|61.1891|-149.906|61.1891|-149.906|
-896|2|F|169847.63|1993-03-09|1-URGENT|Clerk#000000187|0|inal packages eat blithely according to the warhorses. furiously quiet de|61.2191|-149.888|61.2191|-149.888|
-897|49|P|57697.44|1995-03-20|1-URGENT|Clerk#000000316|0| wake quickly against |61.2191|-149.888|61.2191|-149.888|
-898|55|F|101020.75|1993-06-03|2-HIGH|Clerk#000000611|0|. unusual pinto beans haggle quickly across |61.1101|-149.857|61.1101|-149.857|
-899|109|O|125562.09|1998-04-08|5-LOW|Clerk#000000575|0|rts engage carefully final theodolites.|61.1101|-149.857|61.1101|-149.857|
-900|46|F|120073.51|1994-10-01|4-NOT SPECIFIED|Clerk#000000060|0| fluffily express deposits nag furiousl|61.1101|-149.857|61.1101|-149.857|
-901|13|O|81826.12|1998-07-21|4-NOT SPECIFIED|Clerk#000000929|0|lyly even foxes are furious, silent requests. requests about the quickly |61.1101|-149.857|61.1101|-149.857|
-902|10|F|37348.62|1994-07-27|4-NOT SPECIFIED|Clerk#000000811|0|yly final requests over the furiously regula|61.1101|-149.857|61.1101|-149.857|
-903|11|O|109351.87|1995-07-07|4-NOT SPECIFIED|Clerk#000000793|0|e slyly about the final pl|61.1101|-149.857|61.1101|-149.857|
-928|67|F|228136.49|1995-03-02|5-LOW|Clerk#000000450|0|ithely express pinto beans. |61.1101|-149.857|61.1101|-149.857|
-929|83|F|109301.02|1992-10-02|2-HIGH|Clerk#000000160|0|its. furiously even foxes affix carefully finally silent accounts. express req|61.1101|-149.857|61.1101|-149.857|
-930|131|F|199102.23|1994-12-17|1-URGENT|Clerk#000000004|0| accounts nag slyly. ironic, ironic accounts wake blithel|61.1101|-149.857|61.1101|-149.857|
-931|103|F|117909.23|1992-12-07|1-URGENT|Clerk#000000881|0|ss packages haggle furiously express, regular deposits. even, e|61.1101|-149.857|61.1101|-149.857|
-932|41|O|40234.50|1997-05-16|2-HIGH|Clerk#000000218|0|ly express instructions boost furiously reg|61.1101|-149.857|61.1101|-149.857|
-933|97|F|71349.30|1992-08-05|4-NOT SPECIFIED|Clerk#000000752|0|ial courts wake permanently against the furiously regular ideas. unusual |61.1101|-149.857|61.1101|-149.857|
-934|52|O|17213.59|1996-07-03|1-URGENT|Clerk#000000229|0|ts integrate carefully. sly, regular deposits af|61.1101|-149.857|61.1101|-149.857|
-935|50|O|97733.87|1997-09-24|5-LOW|Clerk#000000180|0|iously final deposits cajole. blithely even packages |61.1101|-149.857|61.1101|-149.857|
-960|35|F|63537.13|1994-09-21|3-MEDIUM|Clerk#000000120|0|regular accounts. requests|61.1101|-149.857|61.1101|-149.857|
-961|56|P|158893.16|1995-06-04|4-NOT SPECIFIED|Clerk#000000720|0|ons nag furiously among the quickl|61.1101|-149.857|61.1101|-149.857|
-962|37|F|98258.73|1994-05-06|5-LOW|Clerk#000000463|0|ments nag deposits. fluffily ironic a|61.1101|-149.857|61.1101|-149.857|
-963|26|F|53287.25|1994-05-26|3-MEDIUM|Clerk#000000497|0|uses haggle carefully. slyly even dependencies after the packages ha|61.1101|-149.857|61.1101|-149.857|
-964|76|O|131146.47|1995-05-20|3-MEDIUM|Clerk#000000657|0|print blithely ironic, careful theodolit|61.1101|-149.857|61.1101|-149.857|
-965|70|P|41758.44|1995-05-15|5-LOW|Clerk#000000218|0|iously special packages. slyly pending requests are carefully |64.8591|-147.917|64.8591|-147.917|
-966|14|O|120516.93|1998-04-30|2-HIGH|Clerk#000000239|0|special deposits. furious|64.8273|-147.715|64.8273|-147.715|
-967|110|F|179287.95|1992-06-21|3-MEDIUM|Clerk#000000167|0|excuses engage quickly bold dep|64.8281|-147.715|64.8281|-147.715|
-992|55|O|133665.12|1997-11-11|3-MEDIUM|Clerk#000000875|0|ts. regular pinto beans thrash carefully sl|64.8552|-147.763|64.8552|-147.763|
-993|80|O|198238.65|1995-09-10|3-MEDIUM|Clerk#000000894|0|quickly express accounts among the furiously bol|64.8481|-147.684|64.8481|-147.684|
-994|2|F|41433.48|1994-04-20|5-LOW|Clerk#000000497|0|ole. slyly bold excuses nag caref|64.8522|-147.773|64.8522|-147.773|
-995|116|P|135157.92|1995-05-31|3-MEDIUM|Clerk#000000439|0|deas. blithely final deposits play. express accounts wake blithely caref|64.8467|-147.703|64.8467|-147.703|
-996|71|O|47447.63|1997-12-29|1-URGENT|Clerk#000000497|0|arefully final packages into the slyly final requests affix blit|64.8963|-147.662|64.8963|-147.662|
-997|109|O|27561.82|1997-05-19|2-HIGH|Clerk#000000651|0|ly express depths. furiously final requests haggle furiously. carefu|64.8372|-147.796|64.8372|-147.796|
-998|32|F|65269.38|1994-11-26|4-NOT SPECIFIED|Clerk#000000956|0|ronic dolphins. ironic, bold ideas haggle furiously furious|64.8312|-147.716|64.8312|-147.716|
-999|61|F|145249.13|1993-09-05|5-LOW|Clerk#000000464|0|pitaphs sleep. regular accounts use. f|64.811|-147.71|64.811|-147.71|
-1024|4|O|176084.63|1997-12-23|5-LOW|Clerk#000000903|0| blithely. even, express theodolites cajole slyly across|64.8971|-147.663|64.8971|-147.663|
-1025|103|F|82034.03|1995-05-05|2-HIGH|Clerk#000000376|0|ross the slyly final pa|64.85|-147.699|64.85|-147.699|
-1026|73|O|36464.76|1997-06-04|5-LOW|Clerk#000000223|0|s wake blithely. special acco|64.8389|-147.743|64.8389|-147.743|
-1027|128|F|112770.89|1992-06-03|3-MEDIUM|Clerk#000000241|0|equests cajole. slyly final pinto bean|64.781|-148|64.781|-148|
-1028|70|F|153864.67|1994-01-01|2-HIGH|Clerk#000000131|0|ts are. final, silent deposits are among the fl|64.8377|-147.718|64.8377|-147.718|
-1029|130|F|47440.91|1994-06-21|2-HIGH|Clerk#000000700|0|quests sleep. slyly even foxes wake quickly final theodolites. clo|64.8248|-147.886|64.8248|-147.886|
-1030|134|F|16346.94|1994-06-15|5-LOW|Clerk#000000422|0|ully ironic accounts sleep carefully. requests are carefully alongside of the |64.818|-147.679|64.818|-147.679|
-1031|4|F|128024.71|1994-09-01|3-MEDIUM|Clerk#000000448|0|s; ironic theodolites along the carefully ex|64.8271|-147.79|64.8271|-147.79|
-1056|28|F|38446.39|1995-02-11|1-URGENT|Clerk#000000125|0|t, even deposits hang about the slyly special i|64.8451|-147.812|64.8451|-147.812|
-1057|76|F|108107.42|1992-02-20|1-URGENT|Clerk#000000124|0|cuses dazzle carefully careful, ironic pinto beans. carefully even theod|64.8311|-147.729|64.8311|-147.729|
-1058|53|F|89359.11|1993-04-26|3-MEDIUM|Clerk#000000373|0|kly pending courts haggle. blithely regular sheaves integrate carefully fi|64.8454|-147.855|64.8454|-147.855|
-1059|127|F|198360.22|1994-02-27|1-URGENT|Clerk#000000104|0|en accounts. carefully bold packages cajole daringly special depende|64.8302|-147.744|64.8302|-147.744|
-1060|140|F|121994.04|1993-02-21|3-MEDIUM|Clerk#000000989|0|l platelets sleep quickly slyly special requests. furiously |64.8113|-147.91|64.8113|-147.91|
-1061|103|O|166947.75|1998-05-15|5-LOW|Clerk#000000576|0|uests sleep at the packages. fur|64.8271|-147.789|64.8271|-147.789|
-1062|106|O|39805.04|1997-01-15|1-URGENT|Clerk#000000152|0|eposits use blithely |64.8451|-147.698|64.8451|-147.698|
-1063|37|F|41392.31|1994-04-02|2-HIGH|Clerk#000000024|0|deposits nag quickly regular deposits. quickl|64.8586|-147.69|64.8586|-147.69|
-1088|148|F|47120.41|1992-05-21|5-LOW|Clerk#000000347|0|counts are blithely. platelets print. carefully |64.8507|-147.702|64.8507|-147.702|
-1089|49|O|103192.74|1996-05-04|4-NOT SPECIFIED|Clerk#000000226|0|ns haggle ruthlessly. even requests are quickly abov|64.8371|-147.716|64.8371|-147.716|
-1090|19|O|32929.30|1997-11-15|2-HIGH|Clerk#000000300|0| furiously regular platelets haggle along the slyly unusual foxes! |64.8449|-147.743|64.8449|-147.743|
-1091|83|O|35795.22|1996-08-27|1-URGENT|Clerk#000000549|0| even pinto beans haggle quickly alongside of the eve|64.8475|-147.706|64.8475|-147.706|
-1092|124|P|85552.21|1995-03-04|3-MEDIUM|Clerk#000000006|0|re quickly along the blithe|64.8452|-147.714|64.8452|-147.714|
-1093|101|O|79189.58|1997-07-31|4-NOT SPECIFIED|Clerk#000000159|0| after the carefully ironic requests. carefully ironic packages wake fluffil|64.8125|-147.787|64.8125|-147.787|
-1094|145|O|9006.25|1997-12-24|3-MEDIUM|Clerk#000000570|0|beans affix furiously about the pending, even deposits. finally pendi|55.3801|-131.682|55.3801|-131.682|
-1095|145|O|178491.24|1995-08-22|3-MEDIUM|Clerk#000000709|0|sly bold requests cajole carefully according to|55.3801|-131.682|55.3801|-131.682|
-1120|140|O|107958.62|1997-11-07|3-MEDIUM|Clerk#000000319|0|lly special requests. slyly pending platelets are quickly pending requ|55.3801|-131.682|55.3801|-131.682|
-1121|29|O|241837.88|1997-01-13|3-MEDIUM|Clerk#000000541|0|r escapades. deposits above the fluffily bold requests hag|55.3801|-131.682|55.3801|-131.682|
-1122|121|O|179747.47|1997-01-10|1-URGENT|Clerk#000000083|0|uffily carefully final theodolites. furiously express packages affix|55.3801|-131.682|55.3801|-131.682|
-1123|73|O|93259.93|1996-08-03|3-MEDIUM|Clerk#000000929|0|uriously pending requests. slyly regular instruction|55.3801|-131.682|55.3801|-131.682|
-1124|80|O|141858.97|1998-07-30|5-LOW|Clerk#000000326|0|regular pinto beans along the fluffily silent packages|55.3599|-131.687|55.3599|-131.687|
-1125|25|F|80438.38|1994-10-27|2-HIGH|Clerk#000000510|0|ithely final requests. i|55.4381|-131.803|55.4381|-131.803|
-1126|145|O|59982.31|1998-01-28|4-NOT SPECIFIED|Clerk#000000928|0|d slyly regular ideas: special ideas believe slyly. slyly ironic sheaves w|55.3751|-131.718|55.3751|-131.718|
-1127|58|O|103320.91|1995-09-19|4-NOT SPECIFIED|Clerk#000000397|0|usly silent, regular pinto beans. blithely express requests boos|55.3421|-131.641|55.3421|-131.641|
-1152|49|F|51775.54|1994-08-14|4-NOT SPECIFIED|Clerk#000000496|0|equests. deposits ab|55.3408|-131.64|55.3408|-131.64|
-1153|121|O|220727.97|1996-04-18|5-LOW|Clerk#000000059|0| across the pending deposi|55.2978|-131.534|55.2978|-131.534|
-1154|37|F|192417.85|1992-02-15|1-URGENT|Clerk#000000268|0|old asymptotes are special requests. blithely even deposits sleep furiously|55.3801|-131.682|55.3801|-131.682|
-1155|149|O|126902.81|1997-10-06|2-HIGH|Clerk#000000164|0|c deposits haggle among the ironic, even requests. carefully ironic sheaves n|55.3801|-131.682|55.3801|-131.682|
-1156|133|O|217682.81|1996-10-19|1-URGENT|Clerk#000000200|0| blithely ironic dolphins. furiously pendi|55.3421|-131.622|55.3421|-131.622|
-1157|97|O|85394.06|1998-01-14|4-NOT SPECIFIED|Clerk#000000207|0|out the regular excuses boost carefully against the furio|55.3801|-131.682|55.3801|-131.682|
-1158|142|O|31075.51|1996-06-30|2-HIGH|Clerk#000000549|0|integrate slyly furiously ironic deposit|55.3801|-131.682|55.3801|-131.682|
-1159|70|F|55553.68|1992-09-18|3-MEDIUM|Clerk#000000992|0|ts may sleep. requests according to the|55.3801|-131.682|55.3801|-131.682|
-1184|89|O|39700.29|1997-10-26|5-LOW|Clerk#000000777|0|iously even packages haggle fluffily care|55.3267|-131.523|55.3267|-131.523|
-1185|74|F|47033.21|1992-08-24|5-LOW|Clerk#000000344|0| even escapades are. package|55.3522|-131.685|55.3522|-131.685|
-1186|59|O|82026.18|1996-08-15|4-NOT SPECIFIED|Clerk#000000798|0|ingly regular pinto beans: instructi|55.5351|-133.014|55.5351|-133.014|
-1187|134|F|85948.02|1992-11-20|3-MEDIUM|Clerk#000000047|0|s after the furiously final deposits boost slyly under the|55.5351|-133.014|55.5351|-133.014|
-1188|20|O|54655.07|1996-04-11|2-HIGH|Clerk#000000256|0|ully ironic deposits. slyl|55.5351|-133.014|55.5351|-133.014|
-1189|46|F|71017.99|1994-04-09|1-URGENT|Clerk#000000243|0|f the even accounts. courts print blithely ironic accounts. sile|55.5351|-133.014|55.5351|-133.014|
-1190|13|O|31043.39|1997-03-16|5-LOW|Clerk#000000575|0|ccounts above the foxes integrate carefully after the |55.5351|-133.014|55.5351|-133.014|
-1191|112|O|28623.04|1995-11-07|3-MEDIUM|Clerk#000000011|0|uests nag furiously. carefully even requests|55.4691|-132.855|55.4691|-132.855|
-1216|122|F|68056.57|1992-12-07|5-LOW|Clerk#000000918|0|nal foxes around the e|55.5511|-133.081|55.5511|-133.081|
-1217|7|F|40982.08|1992-04-26|4-NOT SPECIFIED|Clerk#000000538|0| foxes nag quickly. ironic excuses nod. blithely pending|55.5351|-133.014|55.5351|-133.014|
-1218|10|F|99834.47|1994-06-20|4-NOT SPECIFIED|Clerk#000000994|0|s cajole. special, silent deposits about the theo|55.5531|-133.097|55.5531|-133.097|
-1219|28|O|10163.56|1995-10-05|3-MEDIUM|Clerk#000000800|0|od carefully. slyly final dependencies across the even fray|55.5351|-133.014|55.5351|-133.014|
-1220|49|O|122157.14|1996-08-29|1-URGENT|Clerk#000000712|0|inal theodolites wake. fluffily ironic asymptotes cajol|55.4726|-131.793|55.4726|-131.793|
-1221|14|F|117397.16|1992-04-19|4-NOT SPECIFIED|Clerk#000000852|0| detect against the silent, even deposits. carefully ironic|55.3801|-131.682|55.3801|-131.682|
-1222|10|F|47623.94|1993-02-05|3-MEDIUM|Clerk#000000811|0|theodolites use quickly even accounts. carefully final asympto|55.3801|-131.682|55.3801|-131.682|
-1223|10|O|26714.67|1996-05-25|4-NOT SPECIFIED|Clerk#000000238|0|posits was blithely fr|55.3801|-131.682|55.3801|-131.682|
-1248|49|F|210713.88|1992-01-02|1-URGENT|Clerk#000000890|0|t the carefully regular dugouts. s|61.5745|-149.562|61.5745|-149.562|
-1249|149|F|45889.09|1994-01-05|1-URGENT|Clerk#000000095|0|al ideas sleep above the pending pin|61.7321|-150.12|61.7321|-150.12|
-1250|37|F|12907.62|1992-09-29|4-NOT SPECIFIED|Clerk#000000652|0|ts after the fluffily pending instructions use slyly about the s|61.5421|-149.419|61.5421|-149.419|
-1251|38|O|109536.55|1997-10-30|1-URGENT|Clerk#000000276|0|, brave sauternes. deposits boost fluffily.|61.5722|-149.702|61.5722|-149.702|
-1252|149|O|93403.05|1997-08-04|5-LOW|Clerk#000000348|0|ng the slyly regular excuses. special courts nag furiously blithely e|61.5743|-149.405|61.5743|-149.405|
-1253|115|F|92730.74|1993-01-26|1-URGENT|Clerk#000000775|0| requests sleep furiously even foxes. ruthless packag|61.578|-149.441|61.578|-149.441|
-1254|70|O|94649.25|1995-12-22|1-URGENT|Clerk#000000607|0| pinto beans. carefully regular request|61.5826|-149.427|61.5826|-149.427|
-1255|122|F|62518.31|1994-05-30|4-NOT SPECIFIED|Clerk#000000798|0|ct slyly regular accounts. quick|61.5586|-149.351|61.5586|-149.351|
-1280|97|F|91664.85|1993-01-11|5-LOW|Clerk#000000160|0|posits thrash quickly after the theodolites. furiously iro|61.5844|-149.442|61.5844|-149.442|
-1281|62|F|165454.51|1994-12-11|1-URGENT|Clerk#000000430|0|counts. carefully pending accounts eat |61.5817|-149.472|61.5817|-149.472|
-1282|116|F|61297.42|1992-02-29|4-NOT SPECIFIED|Clerk#000000168|0|he quickly special packages. furiously final re|61.6141|-149.457|61.6141|-149.457|
-1283|118|O|202623.92|1996-08-30|4-NOT SPECIFIED|Clerk#000000260|0| pinto beans boost slyly ac|61.5761|-149.602|61.5761|-149.602|
-1284|134|O|106122.38|1996-01-07|2-HIGH|Clerk#000000492|0|s. blithely silent deposits s|61.6141|-149.457|61.6141|-149.457|
-1285|11|F|139124.72|1992-06-01|1-URGENT|Clerk#000000423|0|cial deposits cajole after the ironic requests. p|61.58|-149.434|61.58|-149.434|
-1286|109|F|207291.83|1993-05-14|4-NOT SPECIFIED|Clerk#000000939|0| deposits use carefully from the excuses. slyly bold p|61.6002|-149.429|61.6002|-149.429|
-1287|19|F|131432.42|1994-07-05|2-HIGH|Clerk#000000288|0|ly ironic dolphins integrate furiously among the final packages. st|61.569|-149.347|61.569|-149.347|
-1312|112|F|58111.00|1994-05-19|3-MEDIUM|Clerk#000000538|0|n, express accounts across the ironic|61.5812|-149.448|61.5812|-149.448|
-1313|148|F|46598.65|1994-09-13|1-URGENT|Clerk#000000774|0|ld accounts. regular deposits cajole. ironically pending theodolites use car|61.6141|-149.457|61.6141|-149.457|
-1314|143|F|56207.66|1994-05-13|3-MEDIUM|Clerk#000000485|0|ickly blithe packages nod ideas. furiously bold braids boost around the car|61.6141|-149.457|61.6141|-149.457|
-1315|22|O|121935.23|1998-03-22|5-LOW|Clerk#000000840|0|final theodolites alongside of the carefu|61.6141|-149.457|61.6141|-149.457|
-1316|16|F|163746.47|1993-12-03|1-URGENT|Clerk#000000857|0|ully bold theodolites? pending, bold pin|61.5969|-149.367|61.5969|-149.367|
-1317|100|P|139714.71|1995-05-19|2-HIGH|Clerk#000000373|0|sts. furiously special deposits lose fur|61.58|-149.4|61.58|-149.4|
-1318|128|O|81663.65|1998-06-27|3-MEDIUM|Clerk#000000581|0|s hang bold requests. pending, re|61.5848|-149.445|61.5848|-149.445|
-1319|32|O|31103.83|1996-09-27|2-HIGH|Clerk#000000257|0|y across the ruthlessly ironic accounts. unusu|61.5811|-149.444|61.5811|-149.444|
-1344|17|F|43809.37|1992-04-16|5-LOW|Clerk#000000178|0|omise close, silent requests. pending theodolites boost pending |61.5733|-149.389|61.5733|-149.389|
-1345|95|F|111207.93|1992-10-28|5-LOW|Clerk#000000447|0| regular tithes. quickly fluffy de|61.6141|-149.457|61.6141|-149.457|
-1346|76|F|171975.62|1992-06-18|2-HIGH|Clerk#000000374|0|ges sleep quickly-- even pint|61.5952|-149.436|61.5952|-149.436|
-1347|41|O|173444.60|1997-06-20|5-LOW|Clerk#000000977|0|he furiously even foxes use carefully express req|61.5421|-149.419|61.5421|-149.419|
-1348|19|O|94135.77|1998-04-18|5-LOW|Clerk#000000206|0|tly. quickly even deposi|61.5783|-149.362|61.5783|-149.362|
-1349|64|O|46376.09|1997-10-26|1-URGENT|Clerk#000000543|0|yly! blithely special theodolites cajole. unusual, reg|61.7321|-150.12|61.7321|-150.12|
-1350|52|F|49305.98|1993-08-24|1-URGENT|Clerk#000000635|0|iously about the blithely special a|61.5691|-149.328|61.5691|-149.328|
-1351|106|O|24637.96|1998-04-20|1-URGENT|Clerk#000000012|0| cajole. regular, special re|61.6141|-149.457|61.6141|-149.457|
-1376|47|O|23984.88|1997-05-04|4-NOT SPECIFIED|Clerk#000000730|0|der furiously final, final frets. carefull|61.5819|-149.3|61.5819|-149.3|
-1377|20|O|108334.30|1998-04-24|4-NOT SPECIFIED|Clerk#000000625|0|lly across the blithely express accounts. ironic excuses promise carefully de|61.6431|-149.289|61.6431|-149.289|
-1378|20|O|118495.12|1996-03-09|4-NOT SPECIFIED|Clerk#000000705|0| furiously even tithes cajole slyly among the quick|61.6431|-149.292|61.6431|-149.292|
-1379|65|O|84627.76|1998-05-25|5-LOW|Clerk#000000861|0|y deposits are caref|61.6228|-149.313|61.6228|-149.313|
-1380|137|O|94969.41|1996-07-07|3-MEDIUM|Clerk#000000969|0|inal deposits wake slyly daringly even requests. bold, even foxe|61.2125|-149.894|61.2125|-149.894|
-1381|127|O|58212.22|1998-05-25|3-MEDIUM|Clerk#000000107|0|even requests breach after the bold, ironic instructions. slyly even|61.1879|-149.886|61.1879|-149.886|
-1382|133|F|173522.71|1993-08-17|5-LOW|Clerk#000000241|0|fully final packages sl|61.1594|-149.835|61.1594|-149.835|
-1383|121|F|34797.72|1993-04-27|2-HIGH|Clerk#000000785|0|ts. express requests sleep blithel|61.2123|-149.854|61.2123|-149.854|
-1408|55|O|183965.61|1997-12-26|4-NOT SPECIFIED|Clerk#000000942|0|t the quickly final asymptotes. unusual|61.1951|-149.945|61.1951|-149.945|
-1409|143|F|72440.52|1992-12-31|4-NOT SPECIFIED|Clerk#000000065|0|ructions. furiously unusual excuses are regular, unusual theodolites. fin|61.2138|-149.856|61.2138|-149.856|
-1410|113|O|114879.19|1997-04-12|5-LOW|Clerk#000000123|0|iously along the bravely regular dolphins. pinto beans cajole furiously sp|61.1255|-149.864|61.1255|-149.864|
-1411|95|F|164462.61|1994-12-21|2-HIGH|Clerk#000000566|0|s. furiously special excuses across the pending pinto beans haggle sp|61.2066|-149.808|61.2066|-149.808|
-1412|53|F|78676.54|1993-03-13|4-NOT SPECIFIED|Clerk#000000083|0|uffily daring theodolit|61.2138|-149.896|61.2138|-149.896|
-1413|91|O|75733.58|1997-06-14|3-MEDIUM|Clerk#000000342|0|, ironic instructions. carefully even packages dazzle|61.2161|-149.876|61.2161|-149.876|
-1414|77|O|38057.81|1995-08-16|1-URGENT|Clerk#000000883|0|ccounts. ironic foxes haggle car|61.1594|-149.888|61.1594|-149.888|
-1415|79|F|24654.79|1994-05-29|4-NOT SPECIFIED|Clerk#000000601|0|rays. blithely final ideas affix quickl|61.1806|-149.775|61.1806|-149.775|
-1440|98|O|50201.16|1995-08-10|5-LOW|Clerk#000000956|0| pending requests. closely s|61.1101|-149.857|61.1101|-149.857|
-1441|122|O|156477.94|1997-03-06|4-NOT SPECIFIED|Clerk#000000156|0|ter the excuses. ironic dependencies m|61.1541|-149.958|61.1541|-149.958|
-1442|112|F|7108.12|1994-07-05|4-NOT SPECIFIED|Clerk#000000935|0|nal pinto beans. slyly ironic ideas cajol|61.1268|-149.947|61.1268|-149.947|
-1443|44|O|44672.03|1996-12-16|5-LOW|Clerk#000000185|0|x blithely against the carefully final somas. even asymptotes are. quickly spe|61.0931|-149.785|61.0931|-149.785|
-1444|134|F|207907.60|1994-12-06|3-MEDIUM|Clerk#000000783|0|ove the bold accounts cajole fluffily about|61.1901|-149.892|61.1901|-149.892|
-1445|115|F|154653.32|1995-01-10|3-MEDIUM|Clerk#000000211|0|even packages wake fluffily |61.2183|-149.889|61.2183|-149.889|
-1446|41|O|27663.16|1998-02-16|5-LOW|Clerk#000000274|0|lly regular notornis above the requests sleep final accounts! |61.2164|-149.882|61.2164|-149.882|
-1447|91|F|108171.38|1992-10-15|2-HIGH|Clerk#000000880|0|inly against the blithely pending excuses. regular, pe|61.2161|-149.876|61.2161|-149.876|
-1472|149|O|65331.05|1996-10-06|5-LOW|Clerk#000000303|0|y special dolphins around the final dependencies wake quick|61.219|-149.792|61.219|-149.792|
-1473|94|O|80624.38|1997-03-17|3-MEDIUM|Clerk#000000960|0|furiously close accoun|61.2188|-149.892|61.2188|-149.892|
-1474|70|F|51697.18|1995-01-09|1-URGENT|Clerk#000000438|0|detect quickly above the carefully even |61.2143|-149.837|61.2143|-149.837|
-1475|5|O|185496.66|1997-11-12|2-HIGH|Clerk#000000972|0|cally final packages boost. blithely ironic packa|61.1608|-149.835|61.1608|-149.835|
-1476|145|O|18795.62|1996-06-27|2-HIGH|Clerk#000000673|0|ding accounts hinder alongside of the quickly pending requests. fluf|61.1886|-149.944|61.1886|-149.944|
-1477|76|O|231831.35|1997-08-24|5-LOW|Clerk#000000612|0|ly bold foxes. final ideas would cajo|61.1201|-149.89|61.1201|-149.89|
-1478|50|O|20791.50|1997-08-03|2-HIGH|Clerk#000000827|0|lessly. carefully express|61.1201|-149.89|61.1201|-149.89|
-1479|16|O|31471.04|1995-12-16|4-NOT SPECIFIED|Clerk#000000697|0|he furiously even foxes. thinly bold deposits|61.1585|-149.872|61.1585|-149.872|
-1504|2|F|89399.40|1992-08-28|3-MEDIUM|Clerk#000000381|0|, brave deposits. bold de|61.195|-149.892|61.195|-149.892|
-1505|37|F|55892.35|1992-08-21|2-HIGH|Clerk#000000544|0|s. slyly ironic packages cajole. carefully regular packages haggle |61.0895|-149.694|61.0895|-149.694|
-1506|148|F|195844.84|1992-09-21|3-MEDIUM|Clerk#000000620|0| dependencies. accounts affix blithely slowly unusual deposits. slyly regular |61.2201|-149.831|61.2201|-149.831|
-1507|121|F|96166.92|1993-10-14|3-MEDIUM|Clerk#000000305|0|stealthy, ironic de|61.1663|-149.867|61.1663|-149.867|
-1508|103|O|151282.65|1998-04-10|5-LOW|Clerk#000000117|0| after the furiously regular pinto beans hang slyly quickly ironi|61.2138|-149.906|61.2138|-149.906|
-1509|64|F|180455.98|1993-07-08|5-LOW|Clerk#000000770|0|the regular ideas. regul|61.2193|-149.902|61.2193|-149.902|
-1510|53|O|154590.05|1996-09-17|5-LOW|Clerk#000000128|0|ld carefully. furiously final asymptotes haggle furiously|61.1201|-149.89|61.1201|-149.89|
-1511|79|O|59651.38|1996-12-22|4-NOT SPECIFIED|Clerk#000000386|0|ts above the depend|61.1601|-149.984|61.1601|-149.984|
-1536|94|O|5184.26|1997-01-26|3-MEDIUM|Clerk#000000117|0|ges are! furiously final deposits cajole iron|61.1101|-149.857|61.1101|-149.857|
-1537|109|F|108317.51|1992-02-15|4-NOT SPECIFIED|Clerk#000000862|0|g to the even deposits. ironic, final packages |61.1101|-149.857|61.1101|-149.857|
-1538|29|O|179554.41|1995-06-18|4-NOT SPECIFIED|Clerk#000000258|0| instructions. regular theod|61.1101|-149.857|61.1101|-149.857|
-1539|112|F|39612.63|1995-03-10|5-LOW|Clerk#000000840|0|nstructions boost pa|61.1101|-149.857|61.1101|-149.857|
-1540|16|F|128014.15|1992-08-05|2-HIGH|Clerk#000000927|0|r ideas hinder blithe|61.1101|-149.857|61.1101|-149.857|
-1541|94|P|47286.32|1995-05-18|1-URGENT|Clerk#000000906|0|y. slyly ironic warhorses around the furiously regul|61.1101|-149.857|61.1101|-149.857|
-1542|143|F|132972.24|1993-09-15|3-MEDIUM|Clerk#000000435|0|t the furiously close deposits do was f|61.1101|-149.857|61.1101|-149.857|
-1543|52|O|139047.22|1997-02-20|1-URGENT|Clerk#000000398|0|unts. furiously pend|61.1101|-149.857|61.1101|-149.857|
-1568|17|O|76119.72|1997-01-30|4-NOT SPECIFIED|Clerk#000000554|0|d notornis. carefully |61.1101|-149.857|61.1101|-149.857|
-1569|104|O|87803.55|1998-04-02|5-LOW|Clerk#000000786|0|orbits. fluffily even decoys serve blithely. furiously furious realms nag acro|61.1101|-149.857|61.1101|-149.857|
-1570|124|O|35589.57|1998-03-16|1-URGENT|Clerk#000000745|0|pinto beans haggle furiousl|61.1101|-149.857|61.1101|-149.857|
-1571|103|F|151404.78|1992-12-05|2-HIGH|Clerk#000000565|0|ously furiously bold warthogs. slyly ironic instructions are quickly a|61.1101|-149.857|61.1101|-149.857|
-1572|11|O|47232.79|1996-02-24|2-HIGH|Clerk#000000994|0|fluffily ironic accounts haggle blithely final platelets! slyly regular foxes|61.1101|-149.857|61.1101|-149.857|
-1573|148|F|86918.57|1992-12-28|2-HIGH|Clerk#000000940|0|ess, ironic deposits use along the carefu|61.1101|-149.857|61.1101|-149.857|
-1574|134|O|179923.54|1996-12-12|3-MEDIUM|Clerk#000000809|0| ideas hinder after the carefully unusual |61.1101|-149.857|61.1101|-149.857|
-1575|145|O|197031.52|1995-09-13|3-MEDIUM|Clerk#000000497|0|. furiously regular dep|61.1101|-149.857|61.1101|-149.857|
-1600|94|F|130515.61|1993-03-03|3-MEDIUM|Clerk#000000627|0|tions cajole quietly above the regular, silent requests. slyly fin|61.1101|-149.857|61.1101|-149.857|
-1601|53|F|73962.95|1994-08-27|5-LOW|Clerk#000000469|0|ent deposits are ca|61.1101|-149.857|61.1101|-149.857|
-1602|1|F|4225.26|1993-08-05|5-LOW|Clerk#000000660|0|deposits. busily silent instructions haggle furiously. fin|61.1101|-149.857|61.1101|-149.857|
-1603|2|F|29305.47|1993-07-31|4-NOT SPECIFIED|Clerk#000000869|0|s. slyly silent deposits boo|61.1101|-149.857|61.1101|-149.857|
-1604|113|F|107139.29|1993-07-17|5-LOW|Clerk#000000512|0|lithely silent waters. blithely unusual packages alongside |61.1101|-149.857|61.1101|-149.857|
-1605|58|O|130687.64|1998-04-24|4-NOT SPECIFIED|Clerk#000000616|0|sleep furiously? ruthless, even pinto beans |61.1101|-149.857|61.1101|-149.857|
-1606|53|O|115877.40|1997-04-17|4-NOT SPECIFIED|Clerk#000000550|0|r requests. quickly even platelets breach before the ironically|61.1101|-149.857|61.1101|-149.857|
-1607|149|O|166335.03|1995-12-16|2-HIGH|Clerk#000000498|0| bold, pending foxes haggle. slyly silent |61.1101|-149.857|61.1101|-149.857|
-1632|67|O|183286.33|1997-01-08|3-MEDIUM|Clerk#000000351|0|onic requests are accounts. bold a|61.1101|-149.857|61.1101|-149.857|
-1633|16|O|52359.51|1995-10-14|2-HIGH|Clerk#000000666|0|y silent accounts sl|61.1101|-149.857|61.1101|-149.857|
-1634|70|O|145898.47|1996-09-10|1-URGENT|Clerk#000000360|0|arefully blithely ironic requests. slyly unusual instructions alongside|61.1101|-149.857|61.1101|-149.857|
-1635|4|O|70232.26|1997-02-13|3-MEDIUM|Clerk#000000958|0|s. slyly ironic requests affix slyly |61.1101|-149.857|61.1101|-149.857|
-1636|79|O|172021.87|1997-06-17|3-MEDIUM|Clerk#000000457|0|ding requests. slyly ironic courts wake quickl|61.1101|-149.857|61.1101|-149.857|
-1637|73|F|180912.15|1995-02-08|4-NOT SPECIFIED|Clerk#000000189|0| final accounts. blithely silent ideas cajole bravely. carefully express |61.1101|-149.857|61.1101|-149.857|
-1638|139|O|172436.30|1997-08-13|2-HIGH|Clerk#000000643|0|he fluffily regular asymp|61.1101|-149.857|61.1101|-149.857|
-1639|5|O|104166.56|1995-08-20|4-NOT SPECIFIED|Clerk#000000939|0|haggle furiously. final requests detect furious|61.1101|-149.857|61.1101|-149.857|
-1664|64|O|178060.22|1996-03-03|1-URGENT|Clerk#000000090|0|y quickly even asymptotes. furiously regular packages haggle quickly fin|61.1101|-149.857|61.1101|-149.857|
-1665|76|F|4819.91|1994-05-08|2-HIGH|Clerk#000000920|0|ly regular packages are fluffily even ideas. fluffily final|61.1101|-149.857|61.1101|-149.857|
-1666|95|O|128367.97|1995-10-18|1-URGENT|Clerk#000000849|0|ffily pending dependencies wake fluffily. pending, final accounts |61.1101|-149.857|61.1101|-149.857|
-1667|5|O|125030.37|1997-10-10|2-HIGH|Clerk#000000103|0|e accounts. slyly express accounts must are a|64.8459|-147.759|64.8459|-147.759|
-1668|142|O|137576.19|1997-07-12|4-NOT SPECIFIED|Clerk#000000148|0|eodolites. carefully dogged dolphins haggle q|64.8426|-147.725|64.8426|-147.725|
-1669|2|O|24362.39|1997-06-09|3-MEDIUM|Clerk#000000663|0|er ironic requests detect furiously blithely sp|64.9401|-147.402|64.9401|-147.402|
-1670|25|O|89999.72|1997-05-24|2-HIGH|Clerk#000000320|0|unusual dependencies. furiously special platelets main|64.9401|-147.402|64.9401|-147.402|
-1671|35|O|104391.11|1996-07-27|4-NOT SPECIFIED|Clerk#000000275|0|ly. slyly pending requests was above the |64.8331|-147.647|64.8331|-147.647|
-1696|4|O|102665.03|1998-01-08|4-NOT SPECIFIED|Clerk#000000041|0|bravely bold accounts above the quickly bold|64.8371|-147.716|64.8371|-147.716|
-1697|76|O|122621.31|1996-10-07|1-URGENT|Clerk#000000815|0|o x-ray blithely. pl|64.8574|-147.759|64.8574|-147.759|
-1698|40|O|141118.87|1997-04-23|2-HIGH|Clerk#000000432|0|slyly. carefully express deposit|64.836|-147.727|64.836|-147.727|
-1699|85|F|66408.29|1993-12-30|1-URGENT|Clerk#000000125|0|jole blithely. furiously un|64.8132|-147.76|64.8132|-147.76|
-1700|65|O|89143.36|1996-06-15|3-MEDIUM|Clerk#000000328|0|ely final dolphins wake sometimes above the quietly regular deposits. fur|64.8451|-147.96|64.8451|-147.96|
-1701|130|F|72835.95|1992-05-19|2-HIGH|Clerk#000000395|0|furiously. regular, close theodoli|64.8891|-147.851|64.8891|-147.851|
-1702|67|P|194119.31|1995-05-07|2-HIGH|Clerk#000000300|0|around the carefully final deposits cajole carefully according to the b|64.8151|-147.707|64.8151|-147.707|
-1703|134|F|121220.59|1993-01-28|3-MEDIUM|Clerk#000000463|0| pinto beans poach. bold courts boost. regular, express deposits at|64.8363|-147.803|64.8363|-147.803|
-1728|64|O|131604.34|1996-05-22|2-HIGH|Clerk#000000711|0|beans. slyly regular instructions sleep! slyly final packages|64.8298|-147.611|64.8298|-147.611|
-1729|133|F|12137.76|1992-05-19|2-HIGH|Clerk#000000158|0|pending foxes wake. accounts|64.8989|-147.701|64.8989|-147.701|
-1730|124|O|150886.49|1998-07-24|5-LOW|Clerk#000000794|0| fluffily pending deposits serve. furiously even requests wake furiou|64.8371|-147.716|64.8371|-147.716|
-1731|128|O|190490.78|1996-01-06|1-URGENT|Clerk#000000268|0|lithely regular, final instructions. ironic, express packages are above|64.8147|-147.706|64.8147|-147.706|
-1732|146|F|179854.51|1993-11-29|5-LOW|Clerk#000000903|0|inal requests integrate dolph|64.8451|-147.812|64.8451|-147.812|
-1733|148|O|165489.52|1996-05-12|2-HIGH|Clerk#000000789|0|e carefully according to the accounts. furiously pending instructions sleep|64.8386|-147.788|64.8386|-147.788|
-1734|7|F|44002.53|1994-06-11|2-HIGH|Clerk#000000722|0| final ideas haggle. blithely quick foxes sleep busily bold ideas. i|64.8372|-147.768|64.8372|-147.768|
-1735|22|F|98541.95|1992-12-27|1-URGENT|Clerk#000000458|0|ully idle requests wake qu|64.8151|-147.707|64.8151|-147.707|
-1760|115|O|82151.12|1996-05-17|5-LOW|Clerk#000000917|0| deposits. busily regular deposits wake blithely along the furiously even re|64.843|-147.722|64.843|-147.722|
-1761|106|F|211925.95|1993-12-24|2-HIGH|Clerk#000000817|0|efully slyly bold frets. packages boost b|64.8426|-147.725|64.8426|-147.725|
-1762|77|F|202227.17|1994-08-20|4-NOT SPECIFIED|Clerk#000000653|0|ly ironic packages. furi|64.8615|-147.723|64.8615|-147.723|
-1763|121|O|140685.01|1996-10-29|2-HIGH|Clerk#000000321|0|es. bold dependencies haggle furiously along |64.8694|-147.067|64.8694|-147.067|
-1764|29|F|47384.71|1992-03-25|1-URGENT|Clerk#000000182|0|. slyly final packages integrate carefully acro|64.8404|-147.724|64.8404|-147.724|
-1765|73|O|36551.43|1995-12-03|4-NOT SPECIFIED|Clerk#000000490|0| regular excuses wake slyly|64.9686|-147.577|64.9686|-147.577|
-1766|139|O|41032.81|1996-10-12|2-HIGH|Clerk#000000983|0|unusual deposits affix quickly beyond the carefully s|64.8497|-147.732|64.8497|-147.732|
-1767|25|P|136582.60|1995-03-14|2-HIGH|Clerk#000000327|0|eposits use carefully carefully regular platelets. quickly regular packages al|64.8861|-147.587|64.8861|-147.587|
-1792|49|F|107919.86|1993-11-09|5-LOW|Clerk#000000102|0|ructions haggle along the pending packages. carefully speci|64.8508|-147.703|64.8508|-147.703|
-1793|19|F|82504.56|1992-07-12|4-NOT SPECIFIED|Clerk#000000291|0|regular packages cajole. blithely special packages according to the final d|64.841|-147.72|64.841|-147.72|
-1794|140|O|179462.21|1997-09-28|1-URGENT|Clerk#000000686|0|ally silent pinto beans. regular package|64.8375|-147.721|64.8375|-147.721|
-1795|94|F|146849.33|1994-03-19|2-HIGH|Clerk#000000815|0| quickly final packages! blithely dogged accounts c|64.849|-147.813|64.849|-147.813|
-1796|47|F|33755.47|1992-11-21|2-HIGH|Clerk#000000245|0|eans use furiously around th|55.3801|-131.682|55.3801|-131.682|
-1797|125|O|51494.47|1996-05-07|3-MEDIUM|Clerk#000000508|0|quiet platelets haggle since the quickly ironic instructi|55.3801|-131.682|55.3801|-131.682|
-1798|52|O|46393.97|1997-07-28|1-URGENT|Clerk#000000741|0|al foxes are blithe|55.3603|-131.702|55.3603|-131.702|
-1799|61|F|46815.93|1994-03-07|4-NOT SPECIFIED|Clerk#000000339|0|ns sleep furiously final waters. blithely regular instructions h|55.7511|-132.865|55.7511|-132.865|
-1824|49|F|81351.53|1994-05-05|1-URGENT|Clerk#000000972|0|e blithely fluffily|55.7511|-132.865|55.7511|-132.865|
-1825|148|F|150582.77|1993-12-05|3-MEDIUM|Clerk#000000345|0|ironic, final accou|60.3311|-151.284|60.3311|-151.284|
-1826|82|F|124719.97|1992-04-16|4-NOT SPECIFIED|Clerk#000000718|0|the even asymptotes dazzle fluffily slyly regular asymptotes. final, unu|60.3311|-151.284|60.3311|-151.284|
-1827|106|O|210113.88|1996-06-22|4-NOT SPECIFIED|Clerk#000000369|0|luffily even requests haggle sly|60.3311|-151.284|60.3311|-151.284|
-1828|32|F|137369.50|1994-04-18|3-MEDIUM|Clerk#000000840|0|y quickly bold packag|60.4341|-151.283|60.4341|-151.283|
-1829|112|F|127532.20|1994-05-08|2-HIGH|Clerk#000000537|0| accounts wake above the furiously unusual requests. pending package|60.3311|-151.284|60.3311|-151.284|
-1830|133|F|85122.24|1995-02-23|1-URGENT|Clerk#000000045|0|according to the even,|60.3311|-151.284|60.3311|-151.284|
-1831|71|F|58032.77|1993-12-02|1-URGENT|Clerk#000000854|0| accounts. carefully even accounts boost furiously. regular ideas engage. |60.3311|-151.284|60.3311|-151.284|
-1856|106|F|189361.42|1992-03-20|4-NOT SPECIFIED|Clerk#000000952|0|. special pinto beans run acr|60.3311|-151.284|60.3311|-151.284|
-1857|133|F|102793.59|1993-01-13|2-HIGH|Clerk#000000083|0|hely final ideas slee|60.3311|-151.284|60.3311|-151.284|
-1858|143|O|30457.91|1997-12-13|1-URGENT|Clerk#000000389|0|thely. slyly final deposits sleep|60.4311|-151.286|60.4311|-151.286|
-1859|61|O|105094.09|1997-04-11|4-NOT SPECIFIED|Clerk#000000949|0| the foxes. bravely special excuses nag carefully special r|60.3311|-151.284|60.3311|-151.284|
-1860|10|O|9103.40|1996-04-04|3-MEDIUM|Clerk#000000556|0|osits. quickly bold deposits according to |60.3311|-151.284|60.3311|-151.284|
-1861|70|F|95063.41|1994-01-03|3-MEDIUM|Clerk#000000847|0|r the fluffily close sauternes. furio|60.3311|-151.284|60.3311|-151.284|
-1862|34|O|97981.06|1998-02-24|5-LOW|Clerk#000000348|0|ts snooze ironically abou|60.3311|-151.284|60.3311|-151.284|
-1863|74|F|96359.65|1993-09-23|4-NOT SPECIFIED|Clerk#000000658|0|old sentiments. careful, |60.3191|-151.296|60.3191|-151.296|
-1888|121|F|224724.11|1993-10-31|4-NOT SPECIFIED|Clerk#000000659|0|olites. pinto beans cajole. regular deposits affix. slyly regular|60.3311|-151.284|60.3311|-151.284|
-1889|25|O|96431.77|1997-03-16|1-URGENT|Clerk#000000854|0|p around the regular notornis. unusual deposits|60.3311|-151.284|60.3311|-151.284|
-1890|10|O|202364.58|1996-12-18|4-NOT SPECIFIED|Clerk#000000627|0|romise final, regular deposits. regular fox|60.3311|-151.284|60.3311|-151.284|
-1891|61|F|76848.96|1994-12-15|5-LOW|Clerk#000000495|0|unusual foxes sleep regular deposits. requests wake special pac|60.5563|-151.241|60.5563|-151.241|
-1892|25|F|133273.64|1994-03-26|5-LOW|Clerk#000000733|0|sts. slyly regular dependencies use slyly. ironic, spec|60.6331|-151.163|60.6331|-151.163|
-1893|125|O|116792.13|1997-10-30|2-HIGH|Clerk#000000111|0|olites. silent, special deposits eat slyly quickly express packages; hockey p|60.6331|-151.163|60.6331|-151.163|
-1894|76|F|44387.23|1992-03-30|1-URGENT|Clerk#000000626|0|e furiously. furiously even accounts are slyly final accounts. closely speci|60.6331|-151.163|60.6331|-151.163|
-1895|7|F|44429.81|1994-05-30|3-MEDIUM|Clerk#000000878|0|ress accounts. bold accounts cajole. slyly final pinto beans poach regul|60.6331|-151.163|60.6331|-151.163|
-1920|110|O|119605.91|1998-06-24|5-LOW|Clerk#000000018|0|hely; furiously regular excuses|60.5551|-151.245|60.5551|-151.245|
-1921|88|F|57584.12|1994-01-18|3-MEDIUM|Clerk#000000293|0|counts. slyly quiet requests along the ruthlessly regular accounts are |60.6331|-151.163|60.6331|-151.163|
-1922|56|O|11575.77|1996-07-13|3-MEDIUM|Clerk#000000984|0|side of the blithely final re|60.5506|-151.141|60.5506|-151.141|
-1923|136|O|171128.10|1997-07-07|1-URGENT|Clerk#000000471|0| express dolphins. |60.5681|-151.281|60.5681|-151.281|
-1924|76|O|169756.19|1996-09-07|4-NOT SPECIFIED|Clerk#000000823|0| of the ironic accounts. instructions near the final instr|60.5465|-151.147|60.5465|-151.147|
-1925|17|F|146382.71|1992-03-05|1-URGENT|Clerk#000000986|0|e slyly regular deposits. furiously |60.6331|-151.163|60.6331|-151.163|
-1926|94|O|100035.03|1996-01-31|2-HIGH|Clerk#000000568|0|cajole. even warhorses sleep carefully. |60.5578|-151.116|60.5578|-151.116|
-1927|140|O|23327.88|1995-09-30|3-MEDIUM|Clerk#000000616|0|riously special packages. permanent pearls wake furiously. even packages alo|61.6182|-149.385|61.6182|-149.385|
-1952|67|F|12896.25|1994-03-16|2-HIGH|Clerk#000000254|0| silent accounts boost |61.6141|-149.457|61.6141|-149.457|
-1953|149|F|57213.18|1993-11-30|3-MEDIUM|Clerk#000000891|0| fluffily along the quickly even packages. |61.5765|-149.407|61.5765|-149.407|
-1954|56|O|158853.63|1997-05-31|4-NOT SPECIFIED|Clerk#000000104|0| unusual excuses cajole according to the blithely regular theodolites.|61.6091|-149.77|61.6091|-149.77|
-1955|13|F|103085.13|1992-04-20|1-URGENT|Clerk#000000792|0|ly special ideas. sometimes final |61.5821|-149.438|61.5821|-149.438|
-1956|127|F|88704.26|1992-09-20|4-NOT SPECIFIED|Clerk#000000600|0|ironic ideas are silent ideas. furiously final deposits sleep slyly carefu|61.6183|-149.373|61.6183|-149.373|
-1957|31|O|77482.87|1998-07-21|2-HIGH|Clerk#000000639|0|nding excuses about the |61.6131|-149.403|61.6131|-149.403|
-1958|53|O|176294.34|1995-09-22|5-LOW|Clerk#000000343|0| haggle blithely. flu|61.6352|-149.265|61.6352|-149.265|
-1959|43|O|62277.18|1997-01-13|4-NOT SPECIFIED|Clerk#000000631|0| cajole about the blithely express requests. even excuses mold bl|61.5751|-149.645|61.5751|-149.645|
-1984|52|O|79230.47|1998-04-01|1-URGENT|Clerk#000000416|0| slyly special instructions. unusual foxes use packages. carefully regular req|61.6168|-149.374|61.6168|-149.374|
-1985|7|F|171522.54|1994-09-02|4-NOT SPECIFIED|Clerk#000000741|0|slyly slyly even pains. slyly reg|61.5939|-149.43|61.5939|-149.43|
-1986|149|F|34269.96|1994-05-05|2-HIGH|Clerk#000000609|0|across the theodolites. quick|61.5792|-149.495|61.5792|-149.495|
-1987|100|F|6406.29|1994-04-30|2-HIGH|Clerk#000000652|0|gular platelets alongside |61.6141|-149.457|61.6141|-149.457|
-1988|109|O|117132.72|1995-10-06|4-NOT SPECIFIED|Clerk#000000011|0|ly ironic dolphins serve quickly busy accounts. bu|61.5829|-149.448|61.5829|-149.448|
-1989|118|F|39263.28|1994-03-16|4-NOT SPECIFIED|Clerk#000000747|0|ely bold pinto beans ha|61.5938|-149.387|61.5938|-149.387|
-1990|119|F|48781.39|1994-12-16|2-HIGH|Clerk#000000114|0|e bold patterns. always regul|61.5849|-149.38|61.5849|-149.38|
-1991|19|F|139854.41|1992-09-07|4-NOT SPECIFIED|Clerk#000000854|0|ing accounts can haggle at the carefully final Tiresias-- pending, regular|61.5729|-149.389|61.5729|-149.389|
-2016|8|O|24347.36|1996-08-16|3-MEDIUM|Clerk#000000641|0|the carefully ironic foxes. requests nag bold, r|61.5823|-149.462|61.5823|-149.462|
-2017|101|O|70529.27|1998-05-13|3-MEDIUM|Clerk#000000427|0|nusual requests. blit|61.57|-149.331|61.57|-149.331|
-2018|19|P|25007.95|1995-04-05|4-NOT SPECIFIED|Clerk#000000920|0|gular accounts wake fur|61.5821|-149.438|61.5821|-149.438|
-2019|136|F|43789.14|1992-10-23|1-URGENT|Clerk#000000565|0| furiously bold packages. fluffily fi|61.6141|-149.457|61.6141|-149.457|
-2020|73|F|136162.13|1993-06-21|3-MEDIUM|Clerk#000000192|0|es. furiously regular packages above the furiously special theodolites are a|61.6115|-149.331|61.6115|-149.331|
-2021|70|O|27016.74|1995-07-15|1-URGENT|Clerk#000000155|0|ong the furiously regular requests. unusual deposits wake fluffily inside|61.6091|-149.77|61.6091|-149.77|
-2022|62|F|206742.11|1992-03-15|1-URGENT|Clerk#000000268|0| dependencies sleep fluffily even, ironic deposits. express, silen|61.6141|-149.457|61.6141|-149.457|
-2023|118|F|144123.37|1992-05-06|5-LOW|Clerk#000000137|0|ular courts engage according to the|61.5826|-149.427|61.5826|-149.427|
-2048|17|F|33401.77|1993-11-15|1-URGENT|Clerk#000000934|0|s cajole after the blithely final accounts. f|61.5976|-149.366|61.5976|-149.366|
-2049|31|O|153048.74|1995-12-07|2-HIGH|Clerk#000000859|0|ly regular requests thrash blithely about the fluffily even theodolites. r|61.5976|-149.366|61.5976|-149.366|
-2050|28|F|208517.98|1994-06-02|4-NOT SPECIFIED|Clerk#000000821|0|d accounts against the furiously regular packages use bli|61.5531|-149.651|61.5531|-149.651|
-2051|40|O|87988.34|1996-03-18|4-NOT SPECIFIED|Clerk#000000333|0|ctions sleep blithely. blithely regu|61.5531|-149.651|61.5531|-149.651|
-2052|91|F|141822.19|1992-04-13|2-HIGH|Clerk#000000767|0| requests sleep around the even, even courts. ironic theodolites affix furious|61.5883|-149.456|61.5883|-149.456|
-2053|142|F|125125.57|1995-02-07|1-URGENT|Clerk#000000717|0|ar requests: blithely sly accounts boost carefully across t|61.6249|-149.435|61.6249|-149.435|
-2054|41|F|144335.16|1992-06-08|4-NOT SPECIFIED|Clerk#000000103|0|l requests affix carefully about the furiously special|61.6141|-149.457|61.6141|-149.457|
-2055|97|F|57092.26|1993-09-04|1-URGENT|Clerk#000000067|0|. warhorses affix slyly blithely express instructions? fur|61.5709|-149.452|61.5709|-149.452|
-2080|95|F|45767.69|1993-06-18|5-LOW|Clerk#000000190|0|ironic, pending theodolites are carefully about the quickly regular theodolite|61.6651|-149.465|61.6651|-149.465|
-2081|121|O|145654.97|1997-07-05|2-HIGH|Clerk#000000136|0|ong the regular theo|61.5841|-149.441|61.5841|-149.441|
-2082|49|F|46753.63|1995-01-10|2-HIGH|Clerk#000000354|0|cial accounts. ironic, express dolphins nod slyly sometimes final reques|61.1571|-149.883|61.1571|-149.883|
-2083|101|F|31795.52|1993-07-14|3-MEDIUM|Clerk#000000361|0|al patterns. bold, final foxes nag bravely about the furiously express|61.2198|-149.733|61.2198|-149.733|
-2084|80|F|190652.53|1993-03-17|2-HIGH|Clerk#000000048|0|zle furiously final, careful packages. slyly ironic ideas amo|61.1863|-149.976|61.1863|-149.976|
-2085|49|F|45311.07|1993-11-21|3-MEDIUM|Clerk#000000818|0|ress, express ideas haggle|61.2161|-149.876|61.2161|-149.876|
-2086|142|F|188985.18|1994-10-19|1-URGENT|Clerk#000000046|0| permanently regular|61.2031|-149.749|61.2031|-149.749|
-2087|50|O|53581.41|1998-01-31|2-HIGH|Clerk#000000626|0|e always regular packages nod against the furiously spec|61.1644|-149.897|61.1644|-149.897|
-2112|64|O|17986.15|1997-02-05|2-HIGH|Clerk#000000351|0|against the slyly even id|61.1834|-149.866|61.1834|-149.866|
-2113|32|O|65678.21|1997-11-08|2-HIGH|Clerk#000000527|0|slyly regular instruct|61.1731|-149.889|61.1731|-149.889|
-2114|79|F|106446.02|1995-01-16|5-LOW|Clerk#000000751|0|r, unusual accounts haggle across the busy platelets. carefully |61.1089|-149.854|61.1089|-149.854|
-2115|106|O|134814.65|1998-05-23|4-NOT SPECIFIED|Clerk#000000101|0|odolites boost. carefully regular excuses cajole. quickly ironic pinto be|61.1951|-149.916|61.1951|-149.916|
-2116|23|F|60887.90|1994-08-26|1-URGENT|Clerk#000000197|0|efully after the asymptotes. furiously sp|61.2157|-149.821|61.2157|-149.821|
-2117|22|O|145713.03|1997-04-26|2-HIGH|Clerk#000000887|0|ely even dependencies. regular foxes use blithely.|61.1372|-149.954|61.1372|-149.954|
-2118|134|O|38974.67|1996-10-09|1-URGENT|Clerk#000000196|0|ial requests wake carefully special packages. f|61.1955|-149.737|61.1955|-149.737|
-2119|64|O|34632.57|1996-08-20|2-HIGH|Clerk#000000434|0|uickly pending escapades. fluffily ir|61.1444|-149.867|61.1444|-149.867|
-2144|136|F|119917.28|1994-03-29|3-MEDIUM|Clerk#000000546|0|t. carefully quick requests across the deposits wake regu|61.2178|-149.882|61.2178|-149.882|
-2145|134|F|18885.35|1992-10-03|1-URGENT|Clerk#000000886|0|sts would snooze blithely alongside of th|61.1824|-149.849|61.1824|-149.849|
-2146|118|F|179686.07|1992-09-14|4-NOT SPECIFIED|Clerk#000000476|0|ven packages. dependencies wake slyl|61.2161|-149.876|61.2161|-149.876|
-2147|100|F|91513.79|1992-09-06|4-NOT SPECIFIED|Clerk#000000424|0| haggle carefully furiously final foxes. pending escapades thrash. bold theod|61.2022|-149.84|61.2022|-149.84|
-2148|130|F|19612.03|1995-04-19|4-NOT SPECIFIED|Clerk#000000517|0|ross the furiously unusual theodolites. always expre|61.2099|-149.762|61.2099|-149.762|
-2149|101|F|105145.40|1993-03-13|5-LOW|Clerk#000000555|0|nusual accounts nag furiously special reques|61.1951|-149.84|61.1951|-149.84|
-2150|82|F|166961.06|1994-06-03|3-MEDIUM|Clerk#000000154|0|ect slyly against the even, final packages. quickly regular pinto beans wake c|61.1069|-149.859|61.1069|-149.859|
-2151|58|O|124608.69|1996-11-11|3-MEDIUM|Clerk#000000996|0|c requests. ironic platelets cajole across the quickly fluffy deposits.|61.1635|-149.881|61.1635|-149.881|
-2176|104|F|87248.17|1992-11-10|1-URGENT|Clerk#000000195|0|s haggle regularly accor|61.1201|-149.89|61.1201|-149.89|
-2177|136|O|183493.42|1997-01-20|3-MEDIUM|Clerk#000000161|0|ove the blithely unusual packages cajole carefully fluffily special request|61.1902|-149.908|61.1902|-149.908|
-2178|8|O|79594.68|1996-12-12|3-MEDIUM|Clerk#000000656|0|thely according to the instructions. furious|61.2104|-149.857|61.2104|-149.857|
-2179|41|O|77487.09|1996-09-07|2-HIGH|Clerk#000000935|0|ounts alongside of the furiously unusual braids cajol|61.1771|-149.97|61.1771|-149.97|
-2180|76|O|208481.57|1996-09-14|4-NOT SPECIFIED|Clerk#000000650|0|xpress, unusual pains. furiously ironic excu|61.1859|-149.976|61.1859|-149.976|
-2181|76|O|100954.64|1995-09-13|3-MEDIUM|Clerk#000000814|0|y against the ironic, even|61.2171|-149.9|61.2171|-149.9|
-2182|23|F|116003.11|1994-04-05|2-HIGH|Clerk#000000071|0|ccounts. quickly bold deposits across the excuses sl|61.1162|-149.755|61.1162|-149.755|
-2183|113|O|49841.12|1996-06-22|1-URGENT|Clerk#000000287|0| among the express, ironic packages. slyly ironic platelets integrat|61.1381|-149.844|61.1381|-149.844|
-2208|68|P|245388.06|1995-05-01|4-NOT SPECIFIED|Clerk#000000900|0|symptotes wake slyly blithely unusual packages.|61.1775|-149.941|61.1775|-149.941|
-2209|91|F|129086.93|1992-07-10|2-HIGH|Clerk#000000056|0|er above the slyly silent requests. furiously reg|61.1938|-149.878|61.1938|-149.878|
-2210|32|F|31689.46|1992-01-16|2-HIGH|Clerk#000000941|0| believe carefully quickly express pinto beans. deposi|61.1571|-149.883|61.1571|-149.883|
-2211|92|F|140031.23|1994-06-30|2-HIGH|Clerk#000000464|0|ffily bold courts e|61.1541|-149.958|61.1541|-149.958|
-2212|118|F|17231.05|1994-03-23|3-MEDIUM|Clerk#000000954|0|structions above the unusual requests use fur|61.135|-149.88|61.135|-149.88|
-2213|122|F|146136.10|1993-01-15|4-NOT SPECIFIED|Clerk#000000598|0|osits are carefully reg|61.1101|-149.857|61.1101|-149.857|
-2214|115|O|150345.63|1998-05-05|3-MEDIUM|Clerk#000000253|0|packages. fluffily even accounts haggle blithely. carefully ironic depen|61.1101|-149.857|61.1101|-149.857|
-2215|40|O|108239.46|1996-06-16|4-NOT SPECIFIED|Clerk#000000817|0|le final, final foxes. quickly regular gifts are carefully deposit|61.1101|-149.857|61.1101|-149.857|
-2240|56|F|174090.30|1992-03-06|4-NOT SPECIFIED|Clerk#000000622|0|accounts against the slyly express foxes are after the slyly regular |61.1101|-149.857|61.1101|-149.857|
-2241|103|F|165219.08|1993-05-11|1-URGENT|Clerk#000000081|0|y about the silent excuses. furiously ironic instructions along the sil|61.1101|-149.857|61.1101|-149.857|
-2242|82|O|15082.82|1997-07-20|4-NOT SPECIFIED|Clerk#000000360|0| pending multipliers. carefully express asymptotes use quickl|61.1101|-149.857|61.1101|-149.857|
-2243|49|O|10451.97|1995-06-10|2-HIGH|Clerk#000000813|0|ously regular deposits integrate s|61.1101|-149.857|61.1101|-149.857|
-2244|127|F|21207.08|1993-01-09|1-URGENT|Clerk#000001000|0|ckages. ironic, ironic accounts haggle blithely express excuses. |61.1101|-149.857|61.1101|-149.857|
-2245|58|F|150585.73|1993-04-28|3-MEDIUM|Clerk#000000528|0|ake carefully. braids haggle slyly quickly b|61.1101|-149.857|61.1101|-149.857|
-2246|113|O|85755.84|1996-05-27|4-NOT SPECIFIED|Clerk#000000739|0| final gifts sleep |61.1101|-149.857|61.1101|-149.857|
-2247|95|F|13491.31|1992-08-02|4-NOT SPECIFIED|Clerk#000000947|0|furiously regular packages. final brai|61.1101|-149.857|61.1101|-149.857|
-2272|139|F|127934.71|1993-04-13|2-HIGH|Clerk#000000449|0|s. bold, ironic pinto beans wake. silently specia|61.1101|-149.857|61.1101|-149.857|
-2273|136|O|142291.79|1996-12-14|5-LOW|Clerk#000000155|0|uickly express foxes haggle quickly against|61.1101|-149.857|61.1101|-149.857|
-2274|104|F|58273.89|1993-09-04|4-NOT SPECIFIED|Clerk#000000258|0|nstructions try to hag|61.1101|-149.857|61.1101|-149.857|
-2275|149|F|37398.90|1992-10-22|4-NOT SPECIFIED|Clerk#000000206|0| furiously furious platelets. slyly final packa|61.1101|-149.857|61.1101|-149.857|
-2276|43|O|141159.63|1996-04-29|4-NOT SPECIFIED|Clerk#000000821|0|ecial requests. fox|61.1101|-149.857|61.1101|-149.857|
-2277|89|F|79270.23|1995-01-02|4-NOT SPECIFIED|Clerk#000000385|0|accounts cajole. even i|61.1101|-149.857|61.1101|-149.857|
-2278|142|O|101878.46|1998-04-25|3-MEDIUM|Clerk#000000186|0|r pinto beans integrate after the carefully even deposits. blit|61.1101|-149.857|61.1101|-149.857|
-2279|80|F|142322.33|1993-02-23|3-MEDIUM|Clerk#000000898|0|de of the quickly unusual instructio|61.2141|-149.864|61.2141|-149.864|
-2304|46|F|93769.28|1994-01-07|4-NOT SPECIFIED|Clerk#000000415|0|onic platelets. ironic packages haggle. packages nag doggedly according to|61.2171|-149.9|61.2171|-149.9|
-2305|43|F|122964.66|1993-01-26|2-HIGH|Clerk#000000440|0|ove the furiously even acco|61.2171|-149.9|61.2171|-149.9|
-2306|28|O|244704.23|1995-07-26|2-HIGH|Clerk#000000975|0| wake furiously requests. permanent requests affix. final packages caj|61.2171|-149.9|61.2171|-149.9|
-2307|106|F|59417.76|1993-06-29|5-LOW|Clerk#000000952|0|furiously even asymptotes? carefully regular accounts|61.2171|-149.9|61.2171|-149.9|
-2308|25|F|58546.02|1992-10-25|4-NOT SPECIFIED|Clerk#000000609|0|ts. slyly final depo|61.2171|-149.9|61.2171|-149.9|
-2309|100|O|146933.07|1995-09-04|5-LOW|Clerk#000000803|0|he carefully pending packages. fluffily stealthy foxes engage carefully|61.2171|-149.9|61.2171|-149.9|
-2310|31|O|82928.12|1996-09-20|5-LOW|Clerk#000000917|0|wake carefully. unusual instructions nag ironic, regular excuse|61.2171|-149.9|61.2171|-149.9|
-2311|73|P|153233.93|1995-05-02|2-HIGH|Clerk#000000761|0|ly pending asymptotes-- furiously bold excus|61.2171|-149.9|61.2171|-149.9|
-2336|142|O|22294.51|1996-01-07|4-NOT SPECIFIED|Clerk#000000902|0|c, final excuses sleep furiously among the even theodolites. f|61.2171|-149.9|61.2171|-149.9|
-2337|142|O|45704.96|1997-06-18|4-NOT SPECIFIED|Clerk#000000754|0| quickly. final accounts haggle. carefully final acco|61.2171|-149.9|61.2171|-149.9|
-2338|140|O|28155.92|1997-09-15|2-HIGH|Clerk#000000951|0|riously final dugouts. final, ironic packages wake express, ironic id|61.2171|-149.9|61.2171|-149.9|
-2339|109|F|63470.78|1993-12-15|5-LOW|Clerk#000000847|0| against the regular |61.2171|-149.9|61.2171|-149.9|
-2340|65|O|30778.78|1996-01-12|1-URGENT|Clerk#000000964|0|ter the deposits sleep according to the slyly regular packages. carefully |61.2171|-149.9|61.2171|-149.9|
-2341|82|F|55950.21|1993-05-30|5-LOW|Clerk#000000443|0|sts-- blithely bold dolphins through the deposits nag blithely carefully re|61.2171|-149.9|61.2171|-149.9|
-2342|37|O|104038.78|1996-06-09|1-URGENT|Clerk#000000615|0|oost carefully across the regular accounts. blithely final d|61.2171|-149.9|61.2171|-149.9|
-2343|73|O|85381.00|1995-08-21|3-MEDIUM|Clerk#000000170|0|fluffily over the slyly special deposits. quickl|64.8487|-147.704|64.8487|-147.704|
-2368|13|F|101240.96|1993-08-20|1-URGENT|Clerk#000000830|0|t the bold instructions. carefully unusual |64.8486|-147.705|64.8486|-147.705|
-2369|110|O|73517.91|1996-12-24|2-HIGH|Clerk#000000752|0|iously even requests are dogged, express |64.8087|-147.71|64.8087|-147.71|
-2370|142|F|73924.21|1994-01-17|1-URGENT|Clerk#000000231|0|lyly final packages. quickly final deposits haggl|64.8363|-147.758|64.8363|-147.758|
-2371|19|O|193857.67|1998-01-07|1-URGENT|Clerk#000000028|0|ckages haggle at th|64.8476|-147.704|64.8476|-147.704|
-2372|31|O|104927.66|1997-11-21|5-LOW|Clerk#000000342|0|s: deposits haggle along the final ideas. careful|64.8302|-147.744|64.8302|-147.744|
-2373|28|F|55211.04|1994-03-12|4-NOT SPECIFIED|Clerk#000000306|0| even, special courts grow quickly. pending,|64.8476|-147.812|64.8476|-147.812|
-2374|4|F|115219.88|1993-10-29|4-NOT SPECIFIED|Clerk#000000081|0| blithely regular packages. blithely unusua|64.8144|-147.756|64.8144|-147.756|
-2375|5|O|106612.48|1996-11-20|3-MEDIUM|Clerk#000000197|0|unusual, pending theodolites cajole carefully |64.8183|-147.778|64.8183|-147.778|
-2400|37|O|92798.66|1998-07-25|5-LOW|Clerk#000000782|0|nusual courts nag against the carefully unusual pinto b|64.8494|-147.818|64.8494|-147.818|
-2401|148|O|88448.24|1997-07-29|4-NOT SPECIFIED|Clerk#000000531|0|ully unusual instructions boost carefully silently regular requests. |64.849|-147.822|64.849|-147.822|
-2402|67|O|70403.62|1996-09-06|4-NOT SPECIFIED|Clerk#000000162|0|slyly final sheaves sleep slyly. q|64.8367|-147.716|64.8367|-147.716|
-2403|55|O|111020.79|1998-04-11|3-MEDIUM|Clerk#000000820|0|furiously regular deposits use. furiously unusual accounts wake along the |64.8127|-147.772|64.8127|-147.772|
-2404|77|O|109077.69|1997-03-13|4-NOT SPECIFIED|Clerk#000000409|0|deposits breach furiously. ironic foxes haggle carefully bold packag|64.8143|-147.751|64.8143|-147.751|
-2405|73|O|115929.14|1996-12-23|3-MEDIUM|Clerk#000000535|0|ular, regular asympto|64.842|-147.721|64.842|-147.721|
-2406|7|O|182516.77|1996-10-28|5-LOW|Clerk#000000561|0|blithely regular accounts u|64.8403|-147.714|64.8403|-147.714|
-2407|55|O|112843.52|1998-06-19|2-HIGH|Clerk#000000068|0|uests affix slyly among the slyly regular depos|64.8371|-147.881|64.8371|-147.881|
-2432|103|O|62661.93|1996-07-13|1-URGENT|Clerk#000000115|0|re. slyly even deposits wake bra|64.8151|-147.707|64.8151|-147.707|
-2433|31|F|147071.86|1994-08-22|4-NOT SPECIFIED|Clerk#000000324|0|ess patterns are slyly. packages haggle carefu|64.8151|-147.707|64.8151|-147.707|
-2434|25|O|123956.25|1997-04-27|3-MEDIUM|Clerk#000000190|0|s. quickly ironic dolphins impress final deposits. blithel|64.8541|-147.81|64.8541|-147.81|
-2435|73|F|122490.66|1993-02-21|5-LOW|Clerk#000000112|0|es are carefully along the carefully final instructions. pe|64.8878|-147.496|64.8878|-147.496|
-2436|125|O|73990.08|1995-09-11|4-NOT SPECIFIED|Clerk#000000549|0|arefully. blithely bold deposits affix special accounts. final foxes nag. spe|64.8299|-147.728|64.8299|-147.728|
-2437|85|F|143411.69|1993-04-21|4-NOT SPECIFIED|Clerk#000000578|0|. theodolites wake slyly-- ironic, pending platelets above the carefully exp|64.8132|-147.762|64.8132|-147.762|
-2438|13|F|214494.39|1993-07-15|2-HIGH|Clerk#000000744|0|the final, regular warhorses. regularly |64.8372|-147.713|64.8372|-147.713|
-2439|55|O|41811.12|1997-03-15|2-HIGH|Clerk#000000819|0|lithely after the car|64.7927|-148.036|64.7927|-148.036|
-2464|145|O|30495.65|1997-11-23|5-LOW|Clerk#000000633|0|le about the instructions. courts wake carefully even|64.8717|-147.819|64.8717|-147.819|
-2465|34|O|180737.75|1995-06-24|1-URGENT|Clerk#000000078|0|al pinto beans. final, bold packages wake quickly|64.8527|-147.686|64.8527|-147.686|
-2466|19|F|161625.50|1994-03-06|1-URGENT|Clerk#000000424|0|c pinto beans. express deposits wake quickly. even, final courts nag. package|64.8371|-147.811|64.8371|-147.811|
-2467|35|O|7231.91|1995-07-16|4-NOT SPECIFIED|Clerk#000000914|0|pades sleep furiously. sometimes regular packages again|64.846|-147.705|64.846|-147.705|
-2468|112|O|160627.01|1997-06-09|4-NOT SPECIFIED|Clerk#000000260|0|ickly regular packages. slyly ruthless requests snooze quickly blithe|64.9064|-147.726|64.9064|-147.726|
-2469|124|O|192074.23|1996-11-26|5-LOW|Clerk#000000730|0| sleep closely regular instructions. furiously ironic instructi|64.9347|-147.56|64.9347|-147.56|
-2470|58|O|104966.33|1997-04-19|3-MEDIUM|Clerk#000000452|0|to the furiously final packages? pa|64.8861|-147.677|64.8861|-147.677|
-2471|89|O|34936.31|1998-03-12|4-NOT SPECIFIED|Clerk#000000860|0|carefully blithely regular pac|64.8302|-147.744|64.8302|-147.744|
-2496|136|F|140390.60|1994-01-09|2-HIGH|Clerk#000000142|0|slyly. pending instructions sleep. quic|60.6673|-151.311|60.6673|-151.311|
-2497|47|F|171326.48|1992-08-27|1-URGENT|Clerk#000000977|0|ily ironic pinto beans. furiously final platelets alongside of t|60.6997|-151.38|60.6997|-151.38|
-2498|97|F|45514.27|1993-11-08|5-LOW|Clerk#000000373|0|g the slyly special pinto beans. |60.5658|-151.244|60.5658|-151.244|
-2499|121|O|147243.86|1995-09-24|1-URGENT|Clerk#000000277|0|r the quickly bold foxes. bold instructi|60.6331|-151.163|60.6331|-151.163|
-2500|133|F|131122.82|1992-08-15|2-HIGH|Clerk#000000447|0|integrate slyly pending deposits. furiously ironic accounts across the s|60.6331|-151.163|60.6331|-151.163|
-2501|67|O|79380.51|1997-05-25|5-LOW|Clerk#000000144|0|ickly special theodolite|60.6331|-151.163|60.6331|-151.163|
-2502|70|F|33470.40|1993-05-28|4-NOT SPECIFIED|Clerk#000000914|0|lyly: carefully pending ideas affix again|60.6201|-151.332|60.6201|-151.332|
-2503|7|F|183671.08|1993-06-20|3-MEDIUM|Clerk#000000294|0|ly even packages was. ironic, regular deposits unwind furiously across the p|60.5004|-151.276|60.5004|-151.276|
-2528|55|F|92069.62|1994-11-20|1-URGENT|Clerk#000000789|0|ular dependencies? regular frays kindle according to the blith|60.6331|-151.163|60.6331|-151.163|
-2529|136|O|4104.30|1996-08-20|2-HIGH|Clerk#000000511|0|posits across the silent instructions wake blithely across |60.6331|-151.163|60.6331|-151.163|
-2530|128|F|58853.11|1994-03-21|3-MEDIUM|Clerk#000000291|0|ular instructions about the quic|60.6901|-151.321|60.6901|-151.321|
-2531|44|O|143212.85|1996-05-06|4-NOT SPECIFIED|Clerk#000000095|0|even accounts. furiously ironic excuses sleep fluffily. carefully silen|60.6676|-151.29|60.6676|-151.29|
-2532|94|O|116093.49|1995-10-11|2-HIGH|Clerk#000000498|0|the blithely pending accounts. regular, regular excuses boost aro|60.6331|-151.163|60.6331|-151.163|
-2533|50|O|168495.03|1997-03-24|1-URGENT|Clerk#000000594|0|ecial instructions. spec|60.5632|-151.266|60.5632|-151.266|
-2534|76|O|202784.54|1996-07-17|3-MEDIUM|Clerk#000000332|0|packages cajole ironic requests. furiously regular|60.6331|-151.163|60.6331|-151.163|
-2535|121|F|67018.30|1993-05-25|5-LOW|Clerk#000000296|0|phins cajole beneath the fluffily express asymptotes. c|60.6331|-151.163|60.6331|-151.163|
-2560|131|F|153426.79|1992-09-05|1-URGENT|Clerk#000000538|0|atelets; quickly sly requests|60.6509|-151.342|60.6509|-151.342|
-2561|58|O|137473.58|1997-11-14|1-URGENT|Clerk#000000861|0|ual requests. unusual deposits cajole furiously pending, regular platelets. |60.5601|-151.107|60.5601|-151.107|
-2562|10|F|136360.37|1992-08-01|1-URGENT|Clerk#000000467|0|elets. pending dolphins promise slyly. bo|60.5123|-151.275|60.5123|-151.275|
-2563|62|F|168952.10|1993-11-19|4-NOT SPECIFIED|Clerk#000000150|0|sly even packages after the furio|60.6076|-151.325|60.6076|-151.325|
-2564|77|F|3967.47|1994-09-09|2-HIGH|Clerk#000000718|0|usly regular pinto beans. orbits wake carefully. slyly e|60.6331|-151.163|60.6331|-151.163|
-2565|56|O|204438.57|1998-02-28|3-MEDIUM|Clerk#000000032|0|x-ray blithely along|60.5175|-151.235|60.5175|-151.235|
-2566|86|F|89992.48|1992-10-10|3-MEDIUM|Clerk#000000414|0|ructions boost bold ideas. idly ironic accounts use according to th|60.5535|-151.108|60.5535|-151.108|
-2567|70|O|263411.29|1998-02-27|2-HIGH|Clerk#000000031|0|detect. furiously ironic requests|60.5614|-151.275|60.5614|-151.275|
-2592|101|F|8225.96|1993-03-05|4-NOT SPECIFIED|Clerk#000000524|0|ts nag fluffily. quickly stealthy theodolite|60.5647|-151.195|60.5647|-151.195|
-2593|92|F|134726.09|1993-09-04|2-HIGH|Clerk#000000468|0|r the carefully final|60.6331|-151.163|60.6331|-151.163|
-2594|79|F|94866.39|1992-12-17|1-URGENT|Clerk#000000550|0|ests. theodolites above the blithely even accounts detect furio|60.6331|-151.163|60.6331|-151.163|
-2595|74|O|173130.20|1995-12-14|4-NOT SPECIFIED|Clerk#000000222|0|arefully ironic requests nag carefully ideas. |60.6331|-151.163|60.6331|-151.163|
-2596|43|O|74940.13|1996-08-17|1-URGENT|Clerk#000000242|0|requests. ironic, bold theodolites wak|60.6331|-151.163|60.6331|-151.163|
-2597|104|F|21964.66|1993-02-04|2-HIGH|Clerk#000000757|0|iously ruthless exc|60.6331|-151.163|60.6331|-151.163|
-2598|112|O|84871.50|1996-03-05|3-MEDIUM|Clerk#000000391|0| ironic notornis according to the blithely final requests should |60.6678|-151.31|60.6678|-151.31|
-2599|149|O|62807.13|1996-11-07|2-HIGH|Clerk#000000722|0|ts. slyly regular theodolites wake sil|60.5003|-151.276|60.5003|-151.276|
-2624|52|O|27148.63|1996-11-28|5-LOW|Clerk#000000930|0|ic, regular packages|60.6331|-151.163|60.6331|-151.163|
-2625|40|F|39382.74|1992-10-14|4-NOT SPECIFIED|Clerk#000000386|0| final deposits. blithely ironic ideas |61.5855|-149.326|61.5855|-149.326|
-2626|139|O|84314.51|1995-09-08|4-NOT SPECIFIED|Clerk#000000289|0|gside of the carefully special packages are furiously after the slyly express |61.5979|-149.437|61.5979|-149.437|
-2627|149|F|26798.65|1992-03-24|3-MEDIUM|Clerk#000000181|0|s. silent, ruthless requests|61.6141|-149.457|61.6141|-149.457|
-2628|56|F|165655.99|1993-10-22|5-LOW|Clerk#000000836|0|ajole across the blithely careful accounts. blithely silent deposits sl|61.5799|-149.461|61.5799|-149.461|
-2629|139|O|96458.03|1998-04-06|5-LOW|Clerk#000000680|0|uches dazzle carefully even, express excuses. ac|61.5845|-149.337|61.5845|-149.337|
-2630|85|F|127132.51|1992-10-24|5-LOW|Clerk#000000712|0|inal theodolites. ironic instructions s|61.5351|-149.558|61.5351|-149.558|
-2631|37|F|63103.32|1993-09-24|5-LOW|Clerk#000000833|0| quickly unusual deposits doubt around |61.5811|-149.45|61.5811|-149.45|
-2656|77|F|105492.37|1993-05-04|1-URGENT|Clerk#000000307|0|elets. slyly final accou|61.5793|-149.442|61.5793|-149.442|
-2657|25|O|148176.06|1995-10-17|2-HIGH|Clerk#000000160|0| foxes-- slyly final dependencies around the slyly final theodo|61.5661|-149.313|61.5661|-149.313|
-2658|14|O|163834.46|1995-09-23|3-MEDIUM|Clerk#000000400|0|bout the slyly regular accounts. ironic, |61.6141|-149.457|61.6141|-149.457|
-2659|83|F|79785.52|1993-12-18|4-NOT SPECIFIED|Clerk#000000758|0|cross the pending requests maintain |61.5786|-149.332|61.5786|-149.332|
-2660|127|O|16922.51|1995-08-05|5-LOW|Clerk#000000480|0|ly finally regular deposits. ironic theodolites cajole|61.5811|-149.45|61.5811|-149.45|
-2661|74|O|106036.84|1997-01-04|3-MEDIUM|Clerk#000000217|0|al, regular pinto beans. silently final deposits should have t|61.5825|-149.429|61.5825|-149.429|
-2662|37|O|87689.88|1996-08-21|3-MEDIUM|Clerk#000000589|0|bold pinto beans above the slyly final accounts affix furiously deposits. pac|61.6141|-149.457|61.6141|-149.457|
-2663|95|O|35131.80|1995-09-06|1-URGENT|Clerk#000000950|0|ar requests. furiously final dolphins along the fluffily spe|61.5531|-149.651|61.5531|-149.651|
-2688|98|F|181077.36|1992-01-24|2-HIGH|Clerk#000000720|0|have to nag according to the pending theodolites. sly|61.5531|-149.651|61.5531|-149.651|
-2689|103|F|41552.78|1992-04-09|4-NOT SPECIFIED|Clerk#000000698|0|press pains wake. furiously express theodolites alongsid|61.5698|-149.62|61.5698|-149.62|
-2690|94|O|224674.27|1996-03-31|3-MEDIUM|Clerk#000000760|0|ravely even theodolites |61.6141|-149.457|61.6141|-149.457|
-2691|7|F|30137.17|1992-04-30|5-LOW|Clerk#000000439|0|es at the regular deposits sleep slyly by the fluffy requests. eve|61.5474|-149.458|61.5474|-149.458|
-2692|62|O|24265.24|1997-12-02|3-MEDIUM|Clerk#000000878|0|es. regular asymptotes cajole above t|61.5825|-149.429|61.5825|-149.429|
-2693|19|O|66158.13|1996-09-04|1-URGENT|Clerk#000000370|0|ndle never. blithely regular packages nag carefully enticing platelets. ca|61.5955|-149.423|61.5955|-149.423|
-2694|121|O|102807.59|1996-03-14|5-LOW|Clerk#000000722|0| requests. bold deposits above the theodol|61.5801|-149.461|61.5801|-149.461|
-2695|58|O|138584.20|1996-08-20|1-URGENT|Clerk#000000697|0|ven deposits around the quickly regular packa|61.5785|-149.415|61.5785|-149.415|
-2720|31|F|161307.05|1993-06-08|1-URGENT|Clerk#000000948|0|quickly. special asymptotes are fluffily ironi|61.6402|-149.34|61.6402|-149.34|
-2721|79|O|59180.25|1996-01-27|2-HIGH|Clerk#000000401|0| ideas eat even, unusual ideas. theodolites are carefully|61.583|-149.457|61.583|-149.457|
-2722|35|F|50328.84|1994-04-09|5-LOW|Clerk#000000638|0|rding to the carefully quick deposits. bli|61.5907|-149.295|61.5907|-149.295|
-2723|61|O|104759.25|1995-10-06|5-LOW|Clerk#000000836|0|nts must have to cajo|61.6141|-149.457|61.6141|-149.457|
-2724|137|F|116069.66|1994-09-14|2-HIGH|Clerk#000000217|0| sleep blithely. blithely idle |61.5933|-149.397|61.5933|-149.397|
-2725|89|F|75144.68|1994-05-21|4-NOT SPECIFIED|Clerk#000000835|0|ular deposits. spec|61.6091|-149.77|61.6091|-149.77|
-2726|7|F|47753.00|1992-11-27|5-LOW|Clerk#000000470|0| blithely even dinos sleep care|61.577|-149.411|61.577|-149.411|
-2727|74|O|3089.42|1998-04-19|4-NOT SPECIFIED|Clerk#000000879|0|sual theodolites cajole enticingly above the furiously fin|61.6078|-149.322|61.6078|-149.322|
-2752|59|F|187932.30|1993-11-19|2-HIGH|Clerk#000000648|0| carefully regular foxes are quickly quickl|61.6131|-149.397|61.6131|-149.397|
-2753|16|F|159720.39|1993-11-30|2-HIGH|Clerk#000000380|0|ending instructions. unusual deposits|61.6648|-149.372|61.6648|-149.372|
-2754|145|F|25985.52|1994-04-03|2-HIGH|Clerk#000000960|0|cies detect slyly. |61.5531|-149.651|61.5531|-149.651|
-2755|118|F|101202.18|1992-02-07|4-NOT SPECIFIED|Clerk#000000177|0|ously according to the sly foxes. blithely regular pinto bean|61.5811|-149.45|61.5811|-149.45|
-2756|118|F|142323.38|1994-04-18|1-URGENT|Clerk#000000537|0|arefully special warho|61.583|-149.457|61.583|-149.457|
-2757|76|O|89792.48|1995-07-20|2-HIGH|Clerk#000000216|0| regular requests subl|61.1955|-149.9|61.1955|-149.9|
-2758|43|O|36671.88|1998-07-12|5-LOW|Clerk#000000863|0|s cajole according to the carefully special |61.1844|-149.897|61.1844|-149.897|
-2759|116|F|89731.10|1993-11-25|4-NOT SPECIFIED|Clerk#000000071|0|ts. regular, pending pinto beans sleep ab|61.1901|-149.892|61.1901|-149.892|
-2784|95|O|106635.21|1998-01-07|1-URGENT|Clerk#000000540|0|g deposits alongside of the silent requests s|61.1444|-149.867|61.1444|-149.867|
-2785|148|O|132854.79|1995-07-21|2-HIGH|Clerk#000000098|0|iously pending packages sleep according to the blithely unusual foxe|61.1955|-149.9|61.1955|-149.9|
-2786|79|F|178254.66|1992-03-22|2-HIGH|Clerk#000000976|0|al platelets cajole blithely ironic requests. ironic re|61.1893|-149.887|61.1893|-149.887|
-2787|103|O|3726.14|1995-09-30|1-URGENT|Clerk#000000906|0|he ironic, regular |61.2174|-149.888|61.2174|-149.888|
-2788|124|F|17172.66|1994-09-22|1-URGENT|Clerk#000000641|0|nts wake across the fluffily bold accoun|61.2227|-149.842|61.2227|-149.842|
-2789|37|O|219123.27|1998-03-14|2-HIGH|Clerk#000000972|0|gular patterns boost. carefully even re|61.1263|-149.872|61.1263|-149.872|
-2790|25|F|177458.97|1994-08-19|2-HIGH|Clerk#000000679|0| the carefully express deposits sleep slyly |61.1138|-149.866|61.1138|-149.866|
-2791|121|F|156697.55|1994-10-10|2-HIGH|Clerk#000000662|0|as. slyly ironic accounts play furiously bl|61.2157|-149.821|61.2157|-149.821|
-2816|58|F|42225.53|1994-09-20|2-HIGH|Clerk#000000289|0|kages at the final deposits cajole furious foxes. quickly |61.2174|-149.888|61.2174|-149.888|
-2817|40|F|71453.85|1994-04-19|3-MEDIUM|Clerk#000000982|0|ic foxes haggle upon the daringly even pinto beans. slyly|61.1855|-149.868|61.1855|-149.868|
-2818|49|F|120086.84|1994-12-12|3-MEDIUM|Clerk#000000413|0|eep furiously special ideas. express |61.1951|-149.873|61.1951|-149.873|
-2819|103|F|66927.16|1994-05-05|1-URGENT|Clerk#000000769|0|ngside of the blithely ironic dolphins. furio|61.1444|-149.867|61.1444|-149.867|
-2820|19|F|143813.39|1994-05-20|3-MEDIUM|Clerk#000000807|0|equests are furiously. carefu|61.1883|-149.735|61.1883|-149.735|
-2821|118|F|36592.48|1993-08-09|3-MEDIUM|Clerk#000000323|0|ng requests. even instructions are quickly express, silent instructi|61.2161|-149.876|61.2161|-149.876|
-2822|79|F|40142.15|1993-07-26|2-HIGH|Clerk#000000510|0|furiously against the accounts. unusual accounts aft|61.2161|-149.876|61.2161|-149.876|
-2823|79|O|171894.45|1995-09-09|2-HIGH|Clerk#000000567|0|encies. carefully fluffy accounts m|61.1893|-149.888|61.1893|-149.888|
-2848|70|F|116258.53|1992-03-10|1-URGENT|Clerk#000000256|0|ly fluffy foxes sleep furiously across the slyly regu|61.2174|-149.888|61.2174|-149.888|
-2849|46|O|180054.29|1996-04-30|2-HIGH|Clerk#000000659|0|al packages are after the quickly bold requests. carefully special |61.1914|-149.886|61.1914|-149.886|
-2850|100|O|122969.79|1996-10-02|2-HIGH|Clerk#000000392|0|, regular deposits. furiously pending packages hinder carefully carefully u|61.1541|-149.958|61.1541|-149.958|
-2851|145|O|7859.36|1997-09-07|5-LOW|Clerk#000000566|0|Tiresias wake quickly quickly even|61.1259|-149.717|61.1259|-149.717|
-2852|91|F|99050.81|1993-01-16|1-URGENT|Clerk#000000740|0|ruthless deposits against the final instructions use quickly al|61.2193|-149.902|61.2193|-149.902|
-2853|94|F|103641.15|1994-05-05|2-HIGH|Clerk#000000878|0|the carefully even packages.|61.1879|-149.886|61.1879|-149.886|
-2854|139|F|153568.02|1994-06-27|1-URGENT|Clerk#000000010|0| furiously ironic tithes use furiously |61.1372|-149.912|61.1372|-149.912|
-2855|49|F|48419.58|1993-04-04|4-NOT SPECIFIED|Clerk#000000973|0| silent, regular packages sleep |61.1101|-149.857|61.1101|-149.857|
-2880|8|F|145761.99|1992-03-15|2-HIGH|Clerk#000000756|0|ves maintain doggedly spec|61.1791|-149.94|61.1791|-149.94|
-2881|100|F|45695.84|1992-05-10|5-LOW|Clerk#000000864|0|uriously. slyly express requests according to the silent dol|61.2031|-149.749|61.2031|-149.749|
-2882|121|O|172872.37|1995-08-22|2-HIGH|Clerk#000000891|0|pending deposits. carefully eve|61.1914|-149.877|61.1914|-149.877|
-2883|121|F|170360.27|1995-01-23|5-LOW|Clerk#000000180|0|uses. carefully ironic accounts lose fluffil|61.1944|-149.883|61.1944|-149.883|
-2884|92|O|71683.84|1997-10-12|3-MEDIUM|Clerk#000000780|0|efully express instructions sleep against|61.1923|-149.886|61.1923|-149.886|
-2885|7|F|146896.72|1992-09-19|4-NOT SPECIFIED|Clerk#000000280|0|ly sometimes special excuses. final requests are |61.2123|-149.854|61.2123|-149.854|
-2886|109|F|94527.23|1994-11-13|4-NOT SPECIFIED|Clerk#000000619|0|uctions. ironic packages sle|61.2161|-149.876|61.2161|-149.876|
-2887|109|O|28571.39|1997-05-26|5-LOW|Clerk#000000566|0|slyly even pinto beans. slyly bold epitaphs cajole blithely above t|61.2171|-149.9|61.2171|-149.9|
-2912|94|F|27727.52|1992-03-12|5-LOW|Clerk#000000186|0|jole blithely above the quickly regular packages. carefully regular pinto bean|61.1125|-149.861|61.1125|-149.861|
-2913|43|O|130702.19|1997-07-12|3-MEDIUM|Clerk#000000118|0|mptotes doubt furiously slyly regu|61.1419|-149.896|61.1419|-149.896|
-2914|109|F|60867.14|1993-03-03|3-MEDIUM|Clerk#000000543|0|he slyly regular theodolites are furiously sile|61.145|-149.878|61.145|-149.878|
-2915|94|F|96015.13|1994-03-31|5-LOW|Clerk#000000410|0|ld packages. bold deposits boost blithely. ironic, unusual theodoli|61.1044|-149.865|61.1044|-149.865|
-2916|8|O|20182.22|1995-12-27|2-HIGH|Clerk#000000681|0|ithely blithe deposits sleep beyond the|61.1444|-149.876|61.1444|-149.876|
-2917|91|O|100714.13|1997-12-09|4-NOT SPECIFIED|Clerk#000000061|0| special dugouts among the special deposi|61.1|-149.85|61.1|-149.85|
-2918|118|O|21760.09|1996-09-08|3-MEDIUM|Clerk#000000439|0|ular deposits across th|61.1105|-149.861|61.1105|-149.861|
-2919|53|F|137223.14|1993-12-10|2-HIGH|Clerk#000000209|0|es. pearls wake quietly slyly ironic instructions--|61.1286|-149.957|61.1286|-149.957|
-2944|14|O|146581.14|1997-09-24|4-NOT SPECIFIED|Clerk#000000740|0|deas. permanently special foxes haggle carefully ab|61.1201|-149.89|61.1201|-149.89|
-2945|29|O|223507.72|1996-01-03|2-HIGH|Clerk#000000499|0|ons are carefully toward the permanent, bold pinto beans. regu|61.112|-149.871|61.112|-149.871|
-2946|125|O|102226.59|1996-02-05|5-LOW|Clerk#000000329|0|g instructions about the regular accounts sleep carefully along the pen|61.1427|-149.864|61.1427|-149.864|
-2947|70|P|43360.95|1995-04-26|1-URGENT|Clerk#000000464|0|ronic accounts. accounts run furiously d|61.1212|-149.947|61.1212|-149.947|
-2948|44|F|100758.71|1994-08-23|5-LOW|Clerk#000000701|0| deposits according to the blithely pending |61.1228|-149.939|61.1228|-149.939|
-2949|137|F|94231.71|1994-04-12|2-HIGH|Clerk#000000184|0|y ironic accounts use. quickly blithe accou|61.1093|-149.871|61.1093|-149.871|
-2950|136|O|183620.33|1997-07-06|1-URGENT|Clerk#000000833|0| dolphins around the furiously |61.145|-149.878|61.145|-149.878|
-2951|74|O|125509.17|1996-02-06|2-HIGH|Clerk#000000680|0|gular deposits above the finally regular ideas integrate idly stealthil|61.1191|-149.871|61.1191|-149.871|
-2976|29|F|145768.47|1993-12-10|4-NOT SPECIFIED|Clerk#000000159|0|. furiously ironic asymptotes haggle ruthlessly silently regular r|61.1003|-149.856|61.1003|-149.856|
-2977|73|O|25170.88|1996-08-27|3-MEDIUM|Clerk#000000252|0|quickly special platelets are furio|61.1113|-149.872|61.1113|-149.872|
-2978|44|P|139542.14|1995-05-03|1-URGENT|Clerk#000000135|0|d. even platelets are. ironic dependencies cajole slow, e|61.1084|-149.861|61.1084|-149.861|
-2979|133|O|116789.98|1996-03-23|3-MEDIUM|Clerk#000000820|0|even, ironic foxes sleep along|61.144|-149.878|61.144|-149.878|
-2980|4|O|187514.11|1996-09-14|3-MEDIUM|Clerk#000000661|0|y quick pinto beans wake. slyly re|61.1426|-149.877|61.1426|-149.877|
-2981|49|O|37776.79|1998-07-29|5-LOW|Clerk#000000299|0|hely among the express foxes. blithely stealthy requests cajole boldly. regu|61.1173|-149.861|61.1173|-149.861|
-2982|85|F|55582.94|1995-03-19|2-HIGH|Clerk#000000402|0|lyly. express theodolites affix slyly after the slyly speci|61.1347|-149.914|61.1347|-149.914|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml b/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml
index e31af75..432877b 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml
@@ -1,88 +1,109 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples</groupId>
-  <artifactId>hyracks-integration-tests</artifactId>
-  <name>hyracks-integration-tests</name>
-  <parent>
-    <groupId>edu.uci.ics.hyracks</groupId>
-    <artifactId>hyracks-examples</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-compiler-plugin</artifactId>
-        <version>2.0.2</version>
-        <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
-        </configuration>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-  	<dependency>
-  		<groupId>junit</groupId>
-  		<artifactId>junit</artifactId>
-  		<version>4.8.1</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-control-cc</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-control-nc</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-btree</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-invertedindex</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-rtree</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-test-support</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-data-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  	</dependency>
-  </dependencies>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<groupId>edu.uci.ics.hyracks.examples</groupId>
+	<artifactId>hyracks-integration-tests</artifactId>
+	<name>hyracks-integration-tests</name>
+	<parent>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<artifactId>hyracks-examples</artifactId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+	<dependencies>
+		<dependency>
+			<groupId>junit</groupId>
+			<artifactId>junit</artifactId>
+			<version>4.8.1</version>
+			<type>jar</type>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-dataflow-std</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-control-cc</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-control-nc</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-btree</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-rtree</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-btree</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-rtree</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-test-support</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-data-std</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+		</dependency>
+  	    <dependency>
+            <groupId>edu.uci.ics.hyracks</groupId>
+            <artifactId>hyracks-client</artifactId>
+            <version>0.2.4-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+	</dependencies>
 </project>
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java
new file mode 100644
index 0000000..0af1193
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java
@@ -0,0 +1,327 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+import java.io.File;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDropOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
+import edu.uci.ics.hyracks.test.support.TestIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
+
+public abstract class AbstractBTreeOperatorTest extends AbstractIntegrationTest {
+    static {
+        TestStorageManagerComponentHolder.init(8192, 20, 20);
+    }
+
+    protected final IStorageManagerInterface storageManager = new TestStorageManagerInterface();
+    protected final IIndexLifecycleManagerProvider lcManagerProvider = new TestIndexLifecycleManagerProvider();
+    protected IIndexDataflowHelperFactory dataflowHelperFactory;
+
+    // field, type and key declarations for primary index
+    protected final int primaryFieldCount = 6;
+    protected final ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
+    protected final int primaryKeyFieldCount = 1;
+    protected final IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
+    protected final int[] primaryBloomFilterKeyFields = new int[primaryKeyFieldCount];
+
+    protected final RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
+
+    // to be set by subclasses
+    protected String primaryFileName;
+    protected IFileSplitProvider primarySplitProvider;
+
+    // field, type and key declarations for secondary indexes
+    protected final int secondaryFieldCount = 2;
+    protected final ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
+    protected final int secondaryKeyFieldCount = 2;
+    protected final IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[secondaryKeyFieldCount];
+    protected final int[] secondaryBloomFilterKeyFields = new int[secondaryKeyFieldCount];
+
+    protected final RecordDescriptor secondaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
+
+    protected String secondaryFileName;
+    protected IFileSplitProvider secondarySplitProvider;
+
+    protected ITreeIndexOperatorTestHelper testHelper;
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new BTreeOperatorTestHelper();
+    }
+
+    @Before
+    public void setup() throws Exception {
+        testHelper = createTestHelper();
+        dataflowHelperFactory = createDataFlowHelperFactory();
+        primaryFileName = testHelper.getPrimaryIndexName();
+        primarySplitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID, new FileReference(
+                new File(primaryFileName))) });
+        secondaryFileName = testHelper.getSecondaryIndexName();
+        secondarySplitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                new FileReference(new File(secondaryFileName))) });
+
+        // field, type and key declarations for primary index
+        primaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
+        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        primaryBloomFilterKeyFields[0] = 0;
+
+        // field, type and key declarations for secondary indexes
+        secondaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        secondaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        secondaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        secondaryComparatorFactories[1] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        secondaryBloomFilterKeyFields[0] = 0;
+        secondaryBloomFilterKeyFields[1] = 1;
+    }
+
+    protected abstract IIndexDataflowHelperFactory createDataFlowHelperFactory();
+
+    public void createPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        TransientLocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, dataflowHelperFactory, localResourceFactoryProvider,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
+        spec.addRoot(primaryCreateOp);
+        runTest(spec);
+    }
+
+    protected void loadPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/orders-part1.tbl"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
+
+        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7 };
+        TreeIndexBulkLoadOperatorDescriptor primaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, fieldPermutation, 0.7f, true, 1000L, dataflowHelperFactory,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeBulkLoad, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBtreeBulkLoad, 0);
+
+        spec.addRoot(primaryBtreeBulkLoad);
+        runTest(spec);
+    }
+
+    public void createSecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        TransientLocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        TreeIndexCreateOperatorDescriptor secondaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, dataflowHelperFactory,
+                localResourceFactoryProvider, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryCreateOp, NC1_ID);
+        spec.addRoot(secondaryCreateOp);
+        runTest(spec);
+    }
+
+    protected void loadSecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build dummy tuple containing nothing
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] lowKeyFields = null; // - infinity
+        int[] highKeyFields = null; // + infinity
+
+        // scan primary index
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, lowKeyFields, highKeyFields, true, true, dataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        // sort based on secondary keys
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 3, 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, primaryRecDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
+
+        // load secondary index
+        int[] fieldPermutation = { 3, 0 };
+        TreeIndexBulkLoadOperatorDescriptor secondaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, fieldPermutation, 0.7f, true, 1000L,
+                dataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeBulkLoad, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, sorter, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, secondaryBtreeBulkLoad, 0);
+
+        spec.addRoot(secondaryBtreeBulkLoad);
+        runTest(spec);
+    }
+
+    protected void insertPipeline(boolean useUpsert) throws Exception {
+        IndexOperation pipelineOperation = useUpsert ? IndexOperation.UPSERT : IndexOperation.INSERT;
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        // insert into primary index
+        int[] primaryFieldPermutation = { 0, 1, 2, 4, 5, 7 };
+        TreeIndexInsertUpdateDeleteOperatorDescriptor primaryBtreeInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, ordersDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, primaryBloomFilterKeyFields, primaryFieldPermutation, pipelineOperation,
+                dataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeInsertOp, NC1_ID);
+
+        // first secondary index
+        int[] fieldPermutationB = { 4, 0 };
+        TreeIndexInsertUpdateDeleteOperatorDescriptor secondaryInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, ordersDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, fieldPermutationB, pipelineOperation,
+                dataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryInsertOp, NC1_ID);
+
+        NullSinkOperatorDescriptor nullSink = new NullSinkOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nullSink, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, primaryBtreeInsertOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeInsertOp, 0, secondaryInsertOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryInsertOp, 0, nullSink, 0);
+
+        spec.addRoot(nullSink);
+        runTest(spec);
+    }
+
+    protected void destroyPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IndexDropOperatorDescriptor primaryDropOp = new IndexDropOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, dataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryDropOp, NC1_ID);
+        spec.addRoot(primaryDropOp);
+        runTest(spec);
+    }
+
+    protected void destroySecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IndexDropOperatorDescriptor secondaryDropOp = new IndexDropOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, secondarySplitProvider, dataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryDropOp, NC1_ID);
+        spec.addRoot(secondaryDropOp);
+        runTest(spec);
+    }
+
+    @After
+    public abstract void cleanup() throws Exception;
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeOperatorTestHelper.java
new file mode 100644
index 0000000..337bfda
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeOperatorTestHelper.java
@@ -0,0 +1,28 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.btree;
+
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.tests.am.common.TreeOperatorTestHelper;
+
+public class BTreeOperatorTestHelper extends TreeOperatorTestHelper {
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return new BTreeDataflowHelperFactory();
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java
new file mode 100644
index 0000000..7e1c42a
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java
@@ -0,0 +1,99 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreePrimaryIndexScanOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+    }
+
+    @Test
+    public void scanPrimaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build dummy tuple containing nothing
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] lowKeyFields = null; // - infinity
+        int[] highKeyFields = null; // + infinity
+
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, lowKeyFields, highKeyFields, true, true, dataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..64bc657
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java
@@ -0,0 +1,104 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreePrimaryIndexSearchOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+    }
+
+    @Test
+    public void searchPrimaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple containing low and high search key
+        // high key and low key
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        // low key
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("100", dos);
+        tb.addFieldEndOffset();
+        // high key
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("200", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] lowKeyFields = { 0 };
+        int[] highKeyFields = { 1 };
+
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, lowKeyFields, highKeyFields, true, true, dataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java
new file mode 100644
index 0000000..c8d95ce
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java
@@ -0,0 +1,69 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.btree;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexStatsOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreePrimaryIndexStatsOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+    }
+
+    @Test
+    public void showPrimaryIndexStats() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        TreeIndexStatsOperatorDescriptor primaryStatsOp = new TreeIndexStatsOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, dataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryStatsOp, NC1_ID);
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryStatsOp, 0, printer, 0);
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..5a600a6
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,122 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreeSecondaryIndexInsertOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+        insertPipeline(false);
+    }
+
+    @Test
+    public void searchUpdatedSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple containing search keys (only use the first key as search
+        // key)
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        // low key
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("1998-07-21", dos);
+        tb.addFieldEndOffset();
+        // high key
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("2000-10-18", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] secondaryLowKeyFields = { 0 };
+        int[] secondaryHighKeyFields = { 1 };
+
+        // search secondary index
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
+                secondaryRecDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, secondaryLowKeyFields,
+                secondaryHighKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
+
+        // second field from the tuples coming from secondary index
+        int[] primaryLowKeyFields = { 1 };
+        // second field from the tuples coming from secondary index
+        int[] primaryHighKeyFields = { 1 };
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, primaryLowKeyFields, primaryHighKeyFields, true, true,
+                dataflowHelperFactory, false, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeSearchOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..e3005cf
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,121 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreeSecondaryIndexSearchOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+    }
+
+    @Test
+    public void searchSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple containing search keys (only use the first key as search
+        // key)
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        // low key
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("1998-07-21", dos);
+        tb.addFieldEndOffset();
+        // high key
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("2000-10-18", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] secondaryLowKeyFields = { 0 };
+        int[] secondaryHighKeyFields = { 1 };
+
+        // search secondary index
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
+                secondaryRecDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, secondaryLowKeyFields,
+                secondaryHighKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
+
+        int[] primaryLowKeyFields = { 1 }; // second field from the tuples
+        // coming from secondary index
+        int[] primaryHighKeyFields = { 1 }; // second field from the tuples
+        // coming from secondary index
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, primaryLowKeyFields, primaryHighKeyFields, true, true,
+                dataflowHelperFactory, false, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeSearchOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java
new file mode 100644
index 0000000..758e926
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java
@@ -0,0 +1,107 @@
+package edu.uci.ics.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreeSecondaryIndexUpsertOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+        insertPipeline(true);
+    }
+
+    @Test
+    public void searchUpdatedSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple containing search keys (only use the first key as search
+        // key)
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        // low key
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("1998-07-21", dos);
+        tb.addFieldEndOffset();
+        // high key
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("2000-10-18", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] secondaryLowKeyFields = { 0 };
+        int[] secondaryHighKeyFields = { 1 };
+
+        // search secondary index
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
+                secondaryRecDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, secondaryLowKeyFields,
+                secondaryHighKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
+
+        // second field from the tuples coming from secondary index
+        int[] primaryLowKeyFields = { 1 };
+        // second field from the tuples coming from secondary index
+        int[] primaryHighKeyFields = { 1 };
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, primaryLowKeyFields, primaryHighKeyFields, true, true,
+                dataflowHelperFactory, false, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeSearchOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/common/ITreeIndexOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/common/ITreeIndexOperatorTestHelper.java
new file mode 100644
index 0000000..f0c4519
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/common/ITreeIndexOperatorTestHelper.java
@@ -0,0 +1,24 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.common;
+
+public interface ITreeIndexOperatorTestHelper {
+    public String getPrimaryIndexName();
+
+    public String getSecondaryIndexName();
+
+    public void cleanup(String primaryFileName, String secondaryFileName);
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/common/LSMTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/common/LSMTreeOperatorTestHelper.java
new file mode 100644
index 0000000..80b5285
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/common/LSMTreeOperatorTestHelper.java
@@ -0,0 +1,69 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.common;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.util.Date;
+
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+
+public class LSMTreeOperatorTestHelper extends TreeOperatorTestHelper {
+
+    protected final IOManager ioManager;
+
+    public LSMTreeOperatorTestHelper(IOManager ioManager) {
+        this.ioManager = ioManager;
+    }
+
+    public String getPrimaryIndexName() {
+        return "primary" + simpleDateFormat.format(new Date());
+    }
+
+    public String getSecondaryIndexName() {
+        return "secondary" + simpleDateFormat.format(new Date());
+    }
+
+    @Override
+    public void cleanup(String primaryFileName, String secondaryFileName) {
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File primaryDir = new File(dev.getPath(), primaryFileName);
+            cleanupDir(primaryDir);
+            File secondaryDir = new File(dev.getPath(), secondaryFileName);
+            cleanupDir(secondaryDir);
+        }
+    }
+
+    private void cleanupDir(File dir) {
+        if (!dir.exists()) {
+            return;
+        }
+        FilenameFilter filter = new FilenameFilter() {
+            public boolean accept(File dir, String name) {
+                return !name.startsWith(".");
+            }
+        };
+        String[] files = dir.list(filter);
+        if (files != null) {
+            for (String fileName : files) {
+                File file = new File(dir.getPath() + File.separator + fileName);
+                file.delete();
+            }
+        }
+        dir.delete();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/common/TreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/common/TreeOperatorTestHelper.java
new file mode 100644
index 0000000..935724b
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/common/TreeOperatorTestHelper.java
@@ -0,0 +1,48 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.common;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+
+public class TreeOperatorTestHelper implements ITreeIndexOperatorTestHelper {
+
+    protected final SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final String sep = System.getProperty("file.separator");
+    protected static int DEFAULT_MEM_PAGE_SIZE = 32768;
+    protected static int DEFAULT_MEM_NUM_PAGES = 1000;
+
+    public String getPrimaryIndexName() {
+        return System.getProperty("java.io.tmpdir") + sep + "primary" + simpleDateFormat.format(new Date());
+    }
+
+    public String getSecondaryIndexName() {
+        return System.getProperty("java.io.tmpdir") + sep + "secondary" + simpleDateFormat.format(new Date());
+    }
+
+    @Override
+    public void cleanup(String primaryFileName, String secondaryFileName) {
+        File primary = new File(primaryFileName);
+        if (primary.exists()) {
+            primary.deleteOnExit();
+        }
+        File secondary = new File(secondaryFileName);
+        if (secondary.exists()) {
+            secondary.deleteOnExit();
+        }
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/AbstractfWordInvertedIndexTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/AbstractfWordInvertedIndexTest.java
new file mode 100644
index 0000000..808afac
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/AbstractfWordInvertedIndexTest.java
@@ -0,0 +1,346 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.invertedindex;
+
+import java.io.DataOutput;
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.LSMInvertedIndexBulkLoadOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.LSMInvertedIndexCreateOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.LSMInvertedIndexSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifierFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.ITokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
+import edu.uci.ics.hyracks.test.support.TestIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
+import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
+
+@SuppressWarnings("rawtypes")
+public abstract class AbstractfWordInvertedIndexTest extends AbstractIntegrationTest {
+    static {
+        TestStorageManagerComponentHolder.init(8192, 20, 20);
+    }
+
+    protected static final int MERGE_THRESHOLD = 3;
+
+    protected IStorageManagerInterface storageManager = new TestStorageManagerInterface();
+    protected IIndexLifecycleManagerProvider lcManagerProvider = new TestIndexLifecycleManagerProvider();
+    protected IIndexDataflowHelperFactory btreeDataflowHelperFactory = new BTreeDataflowHelperFactory();
+    protected IIndexDataflowHelperFactory invertedIndexDataflowHelperFactory;
+
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected final String dateString = simpleDateFormat.format(new Date());
+    protected final String primaryFileName = System.getProperty("java.io.tmpdir") + sep + "primaryBtree" + dateString;
+    protected final String btreeFileName = System.getProperty("java.io.tmpdir") + sep + "invIndexBtree" + dateString;
+
+    protected IFileSplitProvider primaryFileSplitProvider = new ConstantFileSplitProvider(
+            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryFileName))) });
+    protected IFileSplitProvider btreeFileSplitProvider = new ConstantFileSplitProvider(
+            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(btreeFileName))) });
+
+    // Primary BTree index.
+    protected int primaryFieldCount = 2;
+    protected ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
+    protected int primaryKeyFieldCount = 1;
+    protected IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
+    protected RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
+
+    // Inverted index BTree dictionary.
+    protected ITypeTraits[] tokenTypeTraits;
+    protected IBinaryComparatorFactory[] tokenComparatorFactories;
+
+    // Inverted index stuff.
+    protected int invListElementFieldCount = 1;
+    protected ITypeTraits[] invListsTypeTraits = new ITypeTraits[invListElementFieldCount];
+    protected IBinaryComparatorFactory[] invListsComparatorFactories = new IBinaryComparatorFactory[invListElementFieldCount];
+    protected RecordDescriptor invListsRecDesc = new RecordDescriptor(
+            new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+    protected RecordDescriptor tokenizerRecDesc;
+
+    // Tokenizer stuff.
+    protected ITokenFactory tokenFactory = new UTF8WordTokenFactory();
+    protected IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
+            tokenFactory);
+
+    // Sorting stuff.
+    IBinaryComparatorFactory[] sortComparatorFactories;
+
+    @Before
+    public void setup() throws Exception {
+        prepare();
+
+        // Field declarations and comparators for primary BTree index.
+        primaryTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // Field declarations and comparators for inverted lists.
+        invListsTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        invListsComparatorFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        printPrimaryIndex();
+        createInvertedIndex();
+        loadInvertedIndex();
+    }
+
+    protected abstract void prepare();
+
+    protected abstract boolean addNumTokensKey();
+
+    public void createPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        TransientLocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primaryFileSplitProvider, primaryTypeTraits, primaryComparatorFactories, null,
+                btreeDataflowHelperFactory, localResourceFactoryProvider, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
+        spec.addRoot(primaryCreateOp);
+        runTest(spec);
+    }
+
+    public void createInvertedIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        ILocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        LSMInvertedIndexCreateOperatorDescriptor invIndexCreateOp = new LSMInvertedIndexCreateOperatorDescriptor(spec,
+                storageManager, btreeFileSplitProvider, lcManagerProvider, tokenTypeTraits, tokenComparatorFactories,
+                invListsTypeTraits, invListsComparatorFactories, tokenizerFactory, invertedIndexDataflowHelperFactory,
+                localResourceFactoryProvider, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, invIndexCreateOp, NC1_ID);
+        spec.addRoot(invIndexCreateOp);
+        runTest(spec);
+    }
+
+    @Test
+    public void testConjunctiveSearcher() throws Exception {
+        IInvertedIndexSearchModifierFactory conjunctiveSearchModifierFactory = new ConjunctiveSearchModifierFactory();
+        searchInvertedIndex("of", conjunctiveSearchModifierFactory);
+        searchInvertedIndex("3d", conjunctiveSearchModifierFactory);
+        searchInvertedIndex("of the human", conjunctiveSearchModifierFactory);
+    }
+
+    private IOperatorDescriptor createFileScanOp(JobSpecification spec) {
+        FileSplit[] dblpTitleFileSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/cleanednumbereddblptitles.txt"))) };
+        IFileSplitProvider dblpTitleSplitProvider = new ConstantFileSplitProvider(dblpTitleFileSplits);
+        RecordDescriptor dblpTitleRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
+        FileScanOperatorDescriptor dblpTitleScanner = new FileScanOperatorDescriptor(spec, dblpTitleSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), dblpTitleRecDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, dblpTitleScanner, NC1_ID);
+        return dblpTitleScanner;
+    }
+
+    private IOperatorDescriptor createPrimaryBulkLoadOp(JobSpecification spec) {
+        int[] fieldPermutation = { 0, 1 };
+        TreeIndexBulkLoadOperatorDescriptor primaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                storageManager, lcManagerProvider, primaryFileSplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, null, fieldPermutation, 0.7f, true, 1000L, btreeDataflowHelperFactory,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeBulkLoad, NC1_ID);
+        return primaryBtreeBulkLoad;
+    }
+
+    private IOperatorDescriptor createScanKeyProviderOp(JobSpecification spec) throws HyracksDataException {
+        // build dummy tuple containing nothing
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
+        DataOutput dos = tb.getDataOutput();
+        tb.reset();
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
+        tb.addFieldEndOffset();
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+        return keyProviderOp;
+    }
+
+    private IOperatorDescriptor createPrimaryScanOp(JobSpecification spec) throws HyracksDataException {
+        int[] lowKeyFields = null; // - infinity
+        int[] highKeyFields = null; // + infinity
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primaryFileSplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, null, lowKeyFields, highKeyFields, true, true, btreeDataflowHelperFactory,
+                false, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+        return primaryBtreeSearchOp;
+    }
+
+    private void loadPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        // Assuming that the data is pre-sorted on the key. No need to sort
+        // before bulk load.
+        IOperatorDescriptor fileScanOp = createFileScanOp(spec);
+        IOperatorDescriptor primaryBulkLoad = createPrimaryBulkLoadOp(spec);
+        spec.connect(new OneToOneConnectorDescriptor(spec), fileScanOp, 0, primaryBulkLoad, 0);
+        spec.addRoot(primaryBulkLoad);
+        runTest(spec);
+    }
+
+    private void printPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IOperatorDescriptor keyProviderOp = createScanKeyProviderOp(spec);
+        IOperatorDescriptor primaryScanOp = createPrimaryScanOp(spec);
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryScanOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, printer, 0);
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    private IOperatorDescriptor createExternalSortOp(JobSpecification spec, int[] sortFields,
+            RecordDescriptor outputRecDesc) {
+        ExternalSortOperatorDescriptor externalSortOp = new ExternalSortOperatorDescriptor(spec, 1000, sortFields,
+                sortComparatorFactories, outputRecDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, externalSortOp, NC1_ID);
+        return externalSortOp;
+    }
+
+    private IOperatorDescriptor createBinaryTokenizerOp(JobSpecification spec, int docField, int[] keyFields) {
+        BinaryTokenizerOperatorDescriptor binaryTokenizer = new BinaryTokenizerOperatorDescriptor(spec,
+                tokenizerRecDesc, tokenizerFactory, docField, keyFields, addNumTokensKey());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, binaryTokenizer, NC1_ID);
+        return binaryTokenizer;
+    }
+
+    private IOperatorDescriptor createInvertedIndexBulkLoadOp(JobSpecification spec, int[] fieldPermutation) {
+        LSMInvertedIndexBulkLoadOperatorDescriptor invIndexBulkLoadOp = new LSMInvertedIndexBulkLoadOperatorDescriptor(
+                spec, fieldPermutation, true, 1000L, storageManager, btreeFileSplitProvider, lcManagerProvider,
+                tokenTypeTraits, tokenComparatorFactories, invListsTypeTraits, invListsComparatorFactories,
+                tokenizerFactory, invertedIndexDataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, invIndexBulkLoadOp, NC1_ID);
+        return invIndexBulkLoadOp;
+    }
+
+    public void loadInvertedIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IOperatorDescriptor keyProviderOp = createScanKeyProviderOp(spec);
+        IOperatorDescriptor primaryScanOp = createPrimaryScanOp(spec);
+        int docField = 1;
+        int[] keyFields = { 0 };
+        IOperatorDescriptor binaryTokenizerOp = createBinaryTokenizerOp(spec, docField, keyFields);
+        int[] sortFields = new int[sortComparatorFactories.length];
+        int[] fieldPermutation = new int[sortComparatorFactories.length];
+        for (int i = 0; i < sortFields.length; i++) {
+            sortFields[i] = i;
+            fieldPermutation[i] = i;
+        }
+        IOperatorDescriptor externalSortOp = createExternalSortOp(spec, sortFields, tokenizerRecDesc);
+        IOperatorDescriptor invIndexBulkLoadOp = createInvertedIndexBulkLoadOp(spec, fieldPermutation);
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryScanOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, binaryTokenizerOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), binaryTokenizerOp, 0, externalSortOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), externalSortOp, 0, invIndexBulkLoadOp, 0);
+        spec.addRoot(invIndexBulkLoadOp);
+        runTest(spec);
+    }
+
+    private IOperatorDescriptor createQueryProviderOp(JobSpecification spec, String queryString)
+            throws HyracksDataException {
+        // Build tuple with exactly one field, which is the query,
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(1);
+        DataOutput dos = tb.getDataOutput();
+        tb.reset();
+        UTF8StringSerializerDeserializer.INSTANCE.serialize(queryString, dos);
+        tb.addFieldEndOffset();
+        ISerializerDeserializer[] querySerde = { UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor queryRecDesc = new RecordDescriptor(querySerde);
+        ConstantTupleSourceOperatorDescriptor queryProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                queryRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, queryProviderOp, NC1_ID);
+        return queryProviderOp;
+    }
+
+    private IOperatorDescriptor createInvertedIndexSearchOp(JobSpecification spec,
+            IInvertedIndexSearchModifierFactory searchModifierFactory) {
+        LSMInvertedIndexSearchOperatorDescriptor invIndexSearchOp = new LSMInvertedIndexSearchOperatorDescriptor(spec,
+                0, storageManager, btreeFileSplitProvider, lcManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListsComparatorFactories,
+                invertedIndexDataflowHelperFactory, tokenizerFactory, searchModifierFactory, invListsRecDesc, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, invIndexSearchOp, NC1_ID);
+        return invIndexSearchOp;
+    }
+
+    public void searchInvertedIndex(String queryString, IInvertedIndexSearchModifierFactory searchModifierFactory)
+            throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IOperatorDescriptor queryProviderOp = createQueryProviderOp(spec, queryString);
+        IOperatorDescriptor invIndexSearchOp = createInvertedIndexSearchOp(spec, searchModifierFactory);
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        spec.connect(new OneToOneConnectorDescriptor(spec), queryProviderOp, 0, invIndexSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), invIndexSearchOp, 0, printer, 0);
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/BinaryTokenizerOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/BinaryTokenizerOperatorTest.java
new file mode 100644
index 0000000..47480da
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/BinaryTokenizerOperatorTest.java
@@ -0,0 +1,89 @@
+package edu.uci.ics.hyracks.tests.am.invertedindex;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.ShortSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.ITokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8WordTokenFactory;
+import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
+
+public class BinaryTokenizerOperatorTest extends AbstractIntegrationTest {
+
+    @Test
+    public void tokenizerTest() throws Exception {
+        test(false);
+    }
+
+    @Test
+    public void tokenizerWithNumTokensTest() throws Exception {
+        test(true);
+    }
+
+    private void test(boolean addNumTokensKey) throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] dblpTitleFileSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/cleanednumbereddblptitles.txt"))) };
+        IFileSplitProvider dblpTitleSplitProvider = new ConstantFileSplitProvider(dblpTitleFileSplits);
+        RecordDescriptor dblpTitleRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
+
+        FileScanOperatorDescriptor dblpTitleScanner = new FileScanOperatorDescriptor(spec, dblpTitleSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), dblpTitleRecDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, dblpTitleScanner, NC1_ID);
+
+        RecordDescriptor tokenizerRecDesc;
+        if (!addNumTokensKey) {
+            tokenizerRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                    UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+        } else {
+            tokenizerRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                    UTF8StringSerializerDeserializer.INSTANCE, ShortSerializerDeserializer.INSTANCE,
+                    IntegerSerializerDeserializer.INSTANCE });
+        }
+
+        ITokenFactory tokenFactory = new UTF8WordTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
+                tokenFactory);
+        int[] keyFields = { 0 };
+        BinaryTokenizerOperatorDescriptor binaryTokenizer = new BinaryTokenizerOperatorDescriptor(spec,
+                tokenizerRecDesc, tokenizerFactory, 1, keyFields, addNumTokensKey);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, binaryTokenizer, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), dblpTitleScanner, 0, binaryTokenizer, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), binaryTokenizer, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/PartitionedWordInvertedIndexTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/PartitionedWordInvertedIndexTest.java
new file mode 100644
index 0000000..62d4362
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/PartitionedWordInvertedIndexTest.java
@@ -0,0 +1,64 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.invertedindex;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.data.std.primitive.ShortPointable;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.ShortSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ConstantMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.SynchronousSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.PartitionedLSMInvertedIndexDataflowHelperFactory;
+
+public class PartitionedWordInvertedIndexTest extends AbstractfWordInvertedIndexTest {
+
+    @Override
+    protected void prepare() {
+        // Field declarations and comparators for tokens.
+        tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS, ShortPointable.TYPE_TRAITS };
+        tokenComparatorFactories = new IBinaryComparatorFactory[] {
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                PointableBinaryComparatorFactory.of(ShortPointable.FACTORY) };
+
+        tokenizerRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, ShortSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE });
+
+        sortComparatorFactories = new IBinaryComparatorFactory[] {
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                PointableBinaryComparatorFactory.of(ShortPointable.FACTORY),
+                PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) };
+
+        invertedIndexDataflowHelperFactory = new PartitionedLSMInvertedIndexDataflowHelperFactory(
+                new ConstantMergePolicyProvider(MERGE_THRESHOLD), ThreadCountingOperationTrackerFactory.INSTANCE,
+                SynchronousSchedulerProvider.INSTANCE, NoOpIOOperationCallback.INSTANCE, DEFAULT_MEM_PAGE_SIZE,
+                DEFAULT_MEM_NUM_PAGES);
+    }
+
+    @Override
+    protected boolean addNumTokensKey() {
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/WordInvertedIndexTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/WordInvertedIndexTest.java
new file mode 100644
index 0000000..c35c6c9
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/WordInvertedIndexTest.java
@@ -0,0 +1,58 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.invertedindex;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ConstantMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.SynchronousSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.LSMInvertedIndexDataflowHelperFactory;
+
+public class WordInvertedIndexTest extends AbstractfWordInvertedIndexTest {
+
+    @Override
+    protected void prepare() {
+        // Field declarations and comparators for tokens.
+        tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS };
+        tokenComparatorFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
+                .of(UTF8StringPointable.FACTORY) };
+
+        tokenizerRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        sortComparatorFactories = new IBinaryComparatorFactory[] {
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) };
+
+        invertedIndexDataflowHelperFactory = new LSMInvertedIndexDataflowHelperFactory(new ConstantMergePolicyProvider(
+                MERGE_THRESHOLD), ThreadCountingOperationTrackerFactory.INSTANCE,
+                SynchronousSchedulerProvider.INSTANCE, NoOpIOOperationCallback.INSTANCE, DEFAULT_MEM_PAGE_SIZE, DEFAULT_MEM_NUM_PAGES);
+    }
+
+    @Override
+    protected boolean addNumTokensKey() {
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java
new file mode 100644
index 0000000..912ab0e
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java
@@ -0,0 +1,41 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.btree;
+
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.dataflow.LSMBTreeDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ConstantMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.SynchronousSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerFactory;
+import edu.uci.ics.hyracks.tests.am.common.LSMTreeOperatorTestHelper;
+
+public class LSMBTreeOperatorTestHelper extends LSMTreeOperatorTestHelper {
+
+    private static final int MERGE_THRESHOLD = 3;
+
+    public LSMBTreeOperatorTestHelper(IOManager ioManager) {
+        super(ioManager);
+    }
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return new LSMBTreeDataflowHelperFactory(new ConstantMergePolicyProvider(MERGE_THRESHOLD),
+                ThreadCountingOperationTrackerFactory.INSTANCE, SynchronousSchedulerProvider.INSTANCE,
+                NoOpIOOperationCallback.INSTANCE, DEFAULT_MEM_PAGE_SIZE, DEFAULT_MEM_NUM_PAGES);
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexScanOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexScanOperatorTest.java
new file mode 100644
index 0000000..d751399
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexScanOperatorTest.java
@@ -0,0 +1,34 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.btree;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.tests.am.btree.BTreePrimaryIndexScanOperatorTest;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+
+public class LSMBTreePrimaryIndexScanOperatorTest extends BTreePrimaryIndexScanOperatorTest {
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMBTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((LSMBTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..bdcf3f6
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.btree;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.tests.am.btree.BTreePrimaryIndexSearchOperatorTest;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+
+public class LSMBTreePrimaryIndexSearchOperatorTest extends BTreePrimaryIndexSearchOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMBTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((LSMBTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..5ba7279
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.btree;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.tests.am.btree.BTreeSecondaryIndexInsertOperatorTest;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+
+public class LSMBTreeSecondaryIndexInsertOperatorTest extends BTreeSecondaryIndexInsertOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMBTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((LSMBTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..c1b1cd8
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.btree;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.tests.am.btree.BTreeSecondaryIndexSearchOperatorTest;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+
+public class LSMBTreeSecondaryIndexSearchOperatorTest extends BTreeSecondaryIndexSearchOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMBTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((LSMBTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java
new file mode 100644
index 0000000..84b34b7
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java
@@ -0,0 +1,47 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ConstantMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.SynchronousSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.dataflow.LSMRTreeDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.tests.am.common.LSMTreeOperatorTestHelper;
+
+public class LSMRTreeOperatorTestHelper extends LSMTreeOperatorTestHelper {
+
+    private static final int MERGE_THRESHOLD = 3;
+
+    public LSMRTreeOperatorTestHelper(IOManager ioManager) {
+        super(ioManager);
+    }
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory) {
+        return new LSMRTreeDataflowHelperFactory(valueProviderFactories, rtreePolicyType, btreeComparatorFactories,
+                new ConstantMergePolicyProvider(MERGE_THRESHOLD), ThreadCountingOperationTrackerFactory.INSTANCE,
+                SynchronousSchedulerProvider.INSTANCE, NoOpIOOperationCallback.INSTANCE, linearizerCmpFactory,
+                DEFAULT_MEM_PAGE_SIZE, DEFAULT_MEM_NUM_PAGES);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..99eb6c3
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,40 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import edu.uci.ics.hyracks.tests.am.rtree.RTreeSecondaryIndexInsertOperatorTest;
+
+public class LSMRTreeSecondaryIndexInsertOperatorTest extends RTreeSecondaryIndexInsertOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMRTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory) {
+        return ((LSMRTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, btreeComparatorFactories, linearizerCmpFactory);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..e1e6b04
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,40 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import edu.uci.ics.hyracks.tests.am.rtree.RTreeSecondaryIndexSearchOperatorTest;
+
+public class LSMRTreeSecondaryIndexSearchOperatorTest extends RTreeSecondaryIndexSearchOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMRTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory) {
+        return ((LSMRTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, btreeComparatorFactories, linearizerCmpFactory);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java
new file mode 100644
index 0000000..bb31dcd
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java
@@ -0,0 +1,48 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ConstantMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.SynchronousSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.dataflow.LSMRTreeWithAntiMatterTuplesDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.tests.am.common.LSMTreeOperatorTestHelper;
+
+public class LSMRTreeWithAntiMatterTuplesOperatorTestHelper extends LSMTreeOperatorTestHelper {
+
+    private static final int MERGE_THRESHOLD = 3;
+
+    public LSMRTreeWithAntiMatterTuplesOperatorTestHelper(IOManager ioManager) {
+        super(ioManager);
+    }
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory) {
+        return new LSMRTreeWithAntiMatterTuplesDataflowHelperFactory(valueProviderFactories, rtreePolicyType,
+                btreeComparatorFactories, new ConstantMergePolicyProvider(MERGE_THRESHOLD),
+                ThreadCountingOperationTrackerFactory.INSTANCE, SynchronousSchedulerProvider.INSTANCE,
+                NoOpIOOperationCallback.INSTANCE, linearizerCmpFactory);
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..bbf4dd3
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,40 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import edu.uci.ics.hyracks.tests.am.rtree.RTreeSecondaryIndexInsertOperatorTest;
+
+public class LSMRTreeWithAntiMatterTuplesSecondaryIndexInsertOperatorTest extends RTreeSecondaryIndexInsertOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMRTreeWithAntiMatterTuplesOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory) {
+        return ((LSMRTreeWithAntiMatterTuplesOperatorTestHelper) testHelper).createDataFlowHelperFactory(
+                secondaryValueProviderFactories, rtreePolicyType, btreeComparatorFactories, linearizerCmpFactory);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..b615636
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,40 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.lsm.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import edu.uci.ics.hyracks.tests.am.rtree.RTreeSecondaryIndexSearchOperatorTest;
+
+public class LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest extends RTreeSecondaryIndexSearchOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMRTreeWithAntiMatterTuplesOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory) {
+        return ((LSMRTreeWithAntiMatterTuplesOperatorTestHelper) testHelper).createDataFlowHelperFactory(
+                secondaryValueProviderFactories, rtreePolicyType, btreeComparatorFactories, linearizerCmpFactory);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java
new file mode 100644
index 0000000..c4a63df
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java
@@ -0,0 +1,369 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.rtree;
+
+import java.io.DataOutput;
+import java.io.File;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.DoubleParserFactory;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDropOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
+import edu.uci.ics.hyracks.test.support.TestIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
+import edu.uci.ics.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
+
+public abstract class AbstractRTreeOperatorTest extends AbstractIntegrationTest {
+    static {
+        TestStorageManagerComponentHolder.init(8192, 20, 20);
+    }
+
+    protected final IStorageManagerInterface storageManager = new TestStorageManagerInterface();
+    protected final IIndexLifecycleManagerProvider lcManagerProvider = new TestIndexLifecycleManagerProvider();
+    protected IIndexDataflowHelperFactory rtreeDataflowHelperFactory;
+    protected IIndexDataflowHelperFactory btreeDataflowHelperFactory = new BTreeDataflowHelperFactory();
+
+    // field, type and key declarations for primary index
+    protected final int primaryFieldCount = 10;
+    protected final ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
+    protected final int primaryKeyFieldCount = 1;
+    protected final IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
+
+    protected final RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE });
+
+    // to be set by subclasses
+    protected String primaryFileName;
+    protected IFileSplitProvider primarySplitProvider;
+
+    // field, type and key declarations for secondary indexes
+    protected final int secondaryFieldCount = 5;
+    protected final ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
+    protected final int secondaryKeyFieldCount = 4;
+    protected final IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[secondaryKeyFieldCount];
+
+    protected final RecordDescriptor secondaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+            UTF8StringSerializerDeserializer.INSTANCE });
+
+    // This is only used for the LSMRTree. We need a comparator Factories for
+    // the BTree component of the LSMRTree.
+    protected final int btreeKeyFieldCount = 5;
+    protected final IBinaryComparatorFactory[] btreeComparatorFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+
+    protected String secondaryFileName;
+    protected IFileSplitProvider secondarySplitProvider;
+
+    protected ITreeIndexOperatorTestHelper testHelper;
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new RTreeOperatorTestHelper();
+    }
+
+    @Before
+    public void setup() throws Exception {
+        testHelper = createTestHelper();
+
+        primaryFileName = testHelper.getPrimaryIndexName();
+        primarySplitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID, new FileReference(
+                new File(primaryFileName))) });
+        secondaryFileName = testHelper.getSecondaryIndexName();
+        secondarySplitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                new FileReference(new File(secondaryFileName))) });
+
+        // field, type and key declarations for primary index
+        primaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[6] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[7] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[8] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[9] = UTF8StringPointable.TYPE_TRAITS;
+        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // field, type and key declarations for secondary indexes
+        secondaryTypeTraits[0] = DoublePointable.TYPE_TRAITS;
+        secondaryTypeTraits[1] = DoublePointable.TYPE_TRAITS;
+        secondaryTypeTraits[2] = DoublePointable.TYPE_TRAITS;
+        secondaryTypeTraits[3] = DoublePointable.TYPE_TRAITS;
+        secondaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        secondaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        secondaryComparatorFactories[1] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        secondaryComparatorFactories[2] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        secondaryComparatorFactories[3] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+
+        // This only used for LSMRTree
+        btreeComparatorFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        btreeComparatorFactories[1] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        btreeComparatorFactories[2] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        btreeComparatorFactories[3] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        btreeComparatorFactories[4] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        IPrimitiveValueProviderFactory[] secondaryValueProviderFactories = RTreeUtils
+                .createPrimitiveValueProviderFactories(secondaryComparatorFactories.length, DoublePointable.FACTORY);
+
+        rtreeDataflowHelperFactory = createDataFlowHelperFactory(secondaryValueProviderFactories,
+                RTreePolicyType.RSTARTREE, btreeComparatorFactories,
+                LSMRTreeUtils.proposeBestLinearizer(secondaryTypeTraits, secondaryComparatorFactories.length));
+
+    }
+
+    protected abstract IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory)
+            throws TreeIndexException;
+
+    protected void createPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        TransientLocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories, null,
+                btreeDataflowHelperFactory, localResourceFactoryProvider, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
+        spec.addRoot(primaryCreateOp);
+        runTest(spec);
+    }
+
+    protected void loadPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/orders-with-locations-part1.txt"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE,
+                        DoubleParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
+
+        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7, 9, 10, 11, 12 };
+        TreeIndexBulkLoadOperatorDescriptor primaryBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                null, fieldPermutation, 0.7f, false, 1000L, btreeDataflowHelperFactory,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBulkLoad, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBulkLoad, 0);
+
+        spec.addRoot(primaryBulkLoad);
+        runTest(spec);
+    }
+
+    protected void createSecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        TransientLocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        TreeIndexCreateOperatorDescriptor secondaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, null, rtreeDataflowHelperFactory, localResourceFactoryProvider,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryCreateOp, NC1_ID);
+        spec.addRoot(secondaryCreateOp);
+        runTest(spec);
+    }
+
+    protected void loadSecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build dummy tuple containing nothing
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] lowKeyFields = null; // - infinity
+        int[] highKeyFields = null; // + infinity
+
+        // scan primary index
+        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                null, lowKeyFields, highKeyFields, true, true, btreeDataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
+
+        // load secondary index
+        int[] fieldPermutation = { 6, 7, 8, 9, 0 };
+        TreeIndexBulkLoadOperatorDescriptor secondaryBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, null, fieldPermutation, 0.7f, false, 1000L, rtreeDataflowHelperFactory,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBulkLoad, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, secondaryBulkLoad, 0);
+
+        spec.addRoot(secondaryBulkLoad);
+        runTest(spec);
+    }
+
+    protected void insertPipeline() throws Exception {
+
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/orders-with-locations-part2.txt"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE,
+                        DoubleParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        // insert into primary index
+        int[] primaryFieldPermutation = { 0, 1, 2, 4, 5, 7, 9, 10, 11, 12 };
+        TreeIndexInsertUpdateDeleteOperatorDescriptor primaryInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, ordersDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, null, primaryFieldPermutation, IndexOperation.INSERT,
+                btreeDataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryInsertOp, NC1_ID);
+
+        // secondary index
+        int[] secondaryFieldPermutation = { 9, 10, 11, 12, 0 };
+        TreeIndexInsertUpdateDeleteOperatorDescriptor secondaryInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, ordersDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, null, secondaryFieldPermutation, IndexOperation.INSERT,
+                rtreeDataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryInsertOp, NC1_ID);
+
+        NullSinkOperatorDescriptor nullSink = new NullSinkOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nullSink, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, primaryInsertOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryInsertOp, 0, secondaryInsertOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryInsertOp, 0, nullSink, 0);
+
+        spec.addRoot(nullSink);
+        runTest(spec);
+    }
+
+    protected void destroyPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IndexDropOperatorDescriptor primaryDropOp = new IndexDropOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, btreeDataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryDropOp, NC1_ID);
+        spec.addRoot(primaryDropOp);
+        runTest(spec);
+    }
+
+    protected void destroySecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IndexDropOperatorDescriptor secondaryDropOp = new IndexDropOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, secondarySplitProvider, rtreeDataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryDropOp, NC1_ID);
+        spec.addRoot(secondaryDropOp);
+        runTest(spec);
+    }
+
+    @After
+    public abstract void cleanup() throws Exception;
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java
new file mode 100644
index 0000000..85abcb1
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.tests.am.common.TreeOperatorTestHelper;
+
+public class RTreeOperatorTestHelper extends TreeOperatorTestHelper {
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories) {
+        return new RTreeDataflowHelperFactory(valueProviderFactories, rtreePolicyType);
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..8e68bcf
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,132 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.rtree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class RTreeSecondaryIndexInsertOperatorTest extends AbstractRTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+        insertPipeline();
+    }
+
+    @Test
+    public void searchUpdatedSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(61.2894, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(-149.624, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(61.8894, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(-149.024, dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] keyFields = { 0, 1, 2, 3 };
+
+        RTreeSearchOperatorDescriptor secondarySearchOp = new RTreeSearchOperatorDescriptor(spec, secondaryRecDesc,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, keyFields, rtreeDataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
+
+        // fifth field from the tuples coming from secondary index
+        int[] primaryLowKeyFields = { 4 };
+        // fifth field from the tuples coming from secondary index
+        int[] primaryHighKeyFields = { 4 };
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                null, primaryLowKeyFields, primaryHighKeyFields, true, true, btreeDataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondarySearchOp, 0, primarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory)
+            throws TreeIndexException {
+        return ((RTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, null);
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java
new file mode 100644
index 0000000..90bb918
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java
@@ -0,0 +1,115 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.rtree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class RTreeSecondaryIndexScanOperatorTest extends AbstractRTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+    }
+
+    @Test
+    public void scanPrimaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build dummy tuple
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(0.0, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(0.0, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(0.0, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(0.0, dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] keyFields = null;
+
+        RTreeSearchOperatorDescriptor secondarySearchOp = new RTreeSearchOperatorDescriptor(spec, secondaryRecDesc,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, keyFields, rtreeDataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondarySearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory) {
+        return ((RTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, null);
+    }
+    
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..5da122c
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,131 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.rtree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class RTreeSecondaryIndexSearchOperatorTest extends AbstractRTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+    }
+
+    @Test
+    public void searchSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(61.2894, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(-149.624, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(61.8894, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(-149.024, dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] keyFields = { 0, 1, 2, 3 };
+
+        RTreeSearchOperatorDescriptor secondarySearchOp = new RTreeSearchOperatorDescriptor(spec, secondaryRecDesc,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, keyFields, rtreeDataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
+
+        // fifth field from the tuples coming from secondary index
+        int[] primaryLowKeyFields = { 4 };
+        // fifth field from the tuples coming from secondary index
+        int[] primaryHighKeyFields = { 4 };
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                null, primaryLowKeyFields, primaryHighKeyFields, true, true, btreeDataflowHelperFactory, false,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondarySearchOp, 0, primarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory)
+            throws TreeIndexException {
+        return ((RTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, null);
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexStatsOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexStatsOperatorTest.java
new file mode 100644
index 0000000..83be1d9
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/rtree/RTreeSecondaryIndexStatsOperatorTest.java
@@ -0,0 +1,79 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.tests.am.rtree;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexStatsOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class RTreeSecondaryIndexStatsOperatorTest extends AbstractRTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+    }
+
+    @Test
+    public void showPrimaryIndexStats() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        TreeIndexStatsOperatorDescriptor secondaryStatsOp = new TreeIndexStatsOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, secondarySplitProvider, secondaryTypeTraits, secondaryComparatorFactories, null,
+                rtreeDataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryStatsOp, NC1_ID);
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryStatsOp, 0, printer, 0);
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory) {
+        return ((RTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, null);
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreePrimaryIndexScanOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreePrimaryIndexScanOperatorTest.java
deleted file mode 100644
index 8482083..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreePrimaryIndexScanOperatorTest.java
+++ /dev/null
@@ -1,203 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.tests.btree;
-
-import java.io.DataOutput;
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-import org.junit.AfterClass;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.test.support.TestIndexRegistryProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class BTreePrimaryIndexScanOperatorTest extends AbstractIntegrationTest {
-    static {
-        TestStorageManagerComponentHolder.init(8192, 20, 20);
-    }
-
-    private IStorageManagerInterface storageManager = new TestStorageManagerInterface();
-    private IIndexRegistryProvider<IIndex> indexRegistryProvider = new TestIndexRegistryProvider();
-    private IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory();
-
-    private final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final static String sep = System.getProperty("file.separator");
-
-    // field, type and key declarations for primary index
-    private int primaryFieldCount = 6;
-    private ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
-    private int primaryKeyFieldCount = 1;
-    private IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
-
-    private static String primaryBtreeName = "primary" + simpleDateFormat.format(new Date());
-    private static String primaryFileName = System.getProperty("java.io.tmpdir") + sep + primaryBtreeName;
-
-    private IFileSplitProvider primaryBtreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryFileName))) });
-
-    private RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-
-    @Before
-    public void setup() throws Exception {
-        // field, type and key declarations for primary index
-        primaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
-        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        createPrimaryIndex();
-        loadPrimaryIndexTest();
-    }
-
-    public void createPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/tpch0.001/orders-part1.tbl"))) };
-        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
-        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
-
-        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
-
-        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7 };
-        TreeIndexBulkLoadOperatorDescriptor primaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBtreeBulkLoad, 0);
-
-        spec.addRoot(primaryBtreeBulkLoad);
-        runTest(spec);
-    }
-
-    @Test
-    public void scanPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        // build dummy tuple containing nothing
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-
-        int[] lowKeyFields = null; // - infinity
-        int[] highKeyFields = null; // + infinity
-
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, lowKeyFields,
-                highKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
-
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
-
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-
-    @AfterClass
-    public static void cleanup() throws Exception {
-        File primary = new File(primaryFileName);
-        primary.deleteOnExit();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreePrimaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreePrimaryIndexSearchOperatorTest.java
deleted file mode 100644
index 82fecbe..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreePrimaryIndexSearchOperatorTest.java
+++ /dev/null
@@ -1,208 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.tests.btree;
-
-import java.io.DataOutput;
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-import org.junit.AfterClass;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.test.support.TestIndexRegistryProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class BTreePrimaryIndexSearchOperatorTest extends AbstractIntegrationTest {
-    static {
-        TestStorageManagerComponentHolder.init(8192, 20, 20);
-    }
-
-    private IStorageManagerInterface storageManager = new TestStorageManagerInterface();
-    private IIndexRegistryProvider<IIndex> indexRegistryProvider = new TestIndexRegistryProvider();
-    private IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory();
-
-    private final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final static String sep = System.getProperty("file.separator");
-
-    // field, type and key declarations for primary index
-    private int primaryFieldCount = 6;
-    private ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
-    private int primaryKeyFieldCount = 1;
-    private IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
-
-    private static String primaryBtreeName = "primary" + simpleDateFormat.format(new Date());
-    private static String primaryFileName = System.getProperty("java.io.tmpdir") + sep + primaryBtreeName;
-
-    private IFileSplitProvider primaryBtreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryFileName))) });
-
-    private RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-
-    @Before
-    public void setup() throws Exception {
-        // field, type and key declarations for primary index
-        primaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
-        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        createPrimaryIndex();
-        loadPrimaryIndexTest();
-    }
-
-    public void createPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/tpch0.001/orders-part1.tbl"))) };
-        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
-        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
-
-        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
-
-        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7 };
-        TreeIndexBulkLoadOperatorDescriptor primaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBtreeBulkLoad, 0);
-
-        spec.addRoot(primaryBtreeBulkLoad);
-        runTest(spec);
-    }
-
-    @Test
-    public void searchPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        // build tuple containing low and high search key
-        // high key and low key
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        // low key
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("100", dos);
-        tb.addFieldEndOffset();
-        // high key
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("200", dos);
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-
-        int[] lowKeyFields = { 0 };
-        int[] highKeyFields = { 1 };
-
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, lowKeyFields,
-                highKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
-
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
-
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-
-    @AfterClass
-    public static void cleanup() throws Exception {
-        File primary = new File(primaryFileName);
-        primary.deleteOnExit();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreePrimaryIndexStatsOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreePrimaryIndexStatsOperatorTest.java
deleted file mode 100644
index e63ce11..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreePrimaryIndexStatsOperatorTest.java
+++ /dev/null
@@ -1,174 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.tests.btree;
-
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-import org.junit.AfterClass;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexStatsOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.test.support.TestIndexRegistryProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class BTreePrimaryIndexStatsOperatorTest extends AbstractIntegrationTest {
-    static {
-        TestStorageManagerComponentHolder.init(8192, 20, 20);
-    }
-
-    private IStorageManagerInterface storageManager = new TestStorageManagerInterface();
-    private IIndexRegistryProvider<IIndex> indexRegistryProvider = new TestIndexRegistryProvider();
-    private IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory();
-
-    private final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final static String sep = System.getProperty("file.separator");
-
-    // field, type and key declarations for primary index
-    private int primaryFieldCount = 6;
-    private ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
-    private int primaryKeyFieldCount = 1;
-    private IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
-
-    private static String primaryBtreeName = "primary" + simpleDateFormat.format(new Date());
-    private static String primaryFileName = System.getProperty("java.io.tmpdir") + sep + primaryBtreeName;
-
-    private IFileSplitProvider primaryBtreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryFileName))) });
-
-
-    @Before
-    public void setup() throws Exception {
-        // field, type and key declarations for primary index
-        primaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
-        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        createPrimaryIndex();
-        loadPrimaryIndexTest();
-    }
-
-    public void createPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/tpch0.001/orders-part1.tbl"))) };
-        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
-        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
-
-        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
-
-        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7 };
-        TreeIndexBulkLoadOperatorDescriptor primaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBtreeBulkLoad, 0);
-
-        spec.addRoot(primaryBtreeBulkLoad);
-        runTest(spec);
-    }
-
-    @Test
-    public void showPrimaryIndexStats() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        TreeIndexStatsOperatorDescriptor primaryStatsOp = new TreeIndexStatsOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryBtreeSplitProvider,
-                primaryTypeTraits, primaryComparatorFactories, dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryStatsOp, NC1_ID);
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryStatsOp, 0, printer, 0);
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-
-    @AfterClass
-    public static void cleanup() throws Exception {
-        File primary = new File(primaryFileName);
-        primary.deleteOnExit();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreeSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreeSecondaryIndexInsertOperatorTest.java
deleted file mode 100644
index 3c87ae3..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreeSecondaryIndexInsertOperatorTest.java
+++ /dev/null
@@ -1,363 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.tests.btree;
-
-import java.io.DataOutput;
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-import org.junit.AfterClass;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.test.support.TestIndexRegistryProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class BTreeSecondaryIndexInsertOperatorTest extends AbstractIntegrationTest {
-    static {
-        TestStorageManagerComponentHolder.init(8192, 20, 20);
-    }
-
-    private IStorageManagerInterface storageManager = new TestStorageManagerInterface();
-    private IIndexRegistryProvider<IIndex> indexRegistryProvider = new TestIndexRegistryProvider();
-    private IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory();
-
-    private final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final static String sep = System.getProperty("file.separator");
-
-    // field, type and key declarations for primary index
-    private int primaryFieldCount = 6;
-    private ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
-    private int primaryKeyFieldCount = 1;
-    private IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
-
-    private static String primaryBtreeName = "primary" + simpleDateFormat.format(new Date());
-    private static String primaryFileName = System.getProperty("java.io.tmpdir") + sep + primaryBtreeName;
-
-    private IFileSplitProvider primaryBtreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryFileName))) });
-
-    private RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-
-    // field, type and key declarations for secondary indexes
-    private int secondaryFieldCount = 2;
-    private ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
-    private int secondaryKeyFieldCount = 2;
-    private IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[secondaryKeyFieldCount];
-
-    private static String secondaryBtreeName = "secondary" + simpleDateFormat.format(new Date());
-    private static String secondaryFileName = System.getProperty("java.io.tmpdir") + sep + secondaryBtreeName;
-
-    private IFileSplitProvider secondaryBtreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(secondaryFileName))) });
-
-    private RecordDescriptor secondaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-
-    @Before
-    public void setup() throws Exception {
-        // field, type and key declarations for primary index
-        primaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
-        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        // field, type and key declarations for secondary indexes
-        secondaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
-        secondaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
-        secondaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-        secondaryComparatorFactories[1] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        createPrimaryIndex();
-        loadPrimaryIndexTest();
-        createSecondaryIndex();
-        loadSecondaryIndexTest();
-        insertPipelineTest();
-    }
-
-    public void createPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/tpch0.001/orders-part1.tbl"))) };
-        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
-        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
-
-        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
-
-        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7 };
-        TreeIndexBulkLoadOperatorDescriptor primaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBtreeBulkLoad, 0);
-
-        spec.addRoot(primaryBtreeBulkLoad);
-        runTest(spec);
-    }
-
-    public void createSecondaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor secondaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, secondaryBtreeSplitProvider, secondaryTypeTraits, secondaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryCreateOp, NC1_ID);
-        spec.addRoot(secondaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadSecondaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        // build dummy tuple containing nothing
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-
-        int[] lowKeyFields = null; // - infinity
-        int[] highKeyFields = null; // + infinity
-
-        // scan primary index
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, lowKeyFields,
-                highKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
-
-        // sort based on secondary keys
-        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 3, 0 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                primaryRecDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
-
-        // load secondary index
-        int[] fieldPermutation = { 3, 0 };
-        TreeIndexBulkLoadOperatorDescriptor secondaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, secondaryBtreeSplitProvider, secondaryTypeTraits, secondaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, sorter, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, secondaryBtreeBulkLoad, 0);
-
-        spec.addRoot(secondaryBtreeBulkLoad);
-        runTest(spec);
-    }
-
-    public void insertPipelineTest() throws Exception {
-
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/tpch0.001/orders-part2.tbl"))) };
-        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
-        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
-
-        // insert into primary index
-        int[] primaryFieldPermutation = { 0, 1, 2, 4, 5, 7 };
-        TreeIndexInsertUpdateDeleteOperatorDescriptor primaryBtreeInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, ordersDesc, storageManager, indexRegistryProvider, primaryBtreeSplitProvider,
-                primaryTypeTraits, primaryComparatorFactories,
-                primaryFieldPermutation, IndexOp.INSERT, dataflowHelperFactory, null, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeInsertOp, NC1_ID);
-
-        // first secondary index
-        int[] fieldPermutationB = { 4, 0 };
-        TreeIndexInsertUpdateDeleteOperatorDescriptor secondaryInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, ordersDesc, storageManager, indexRegistryProvider, secondaryBtreeSplitProvider,
-                secondaryTypeTraits,
-                secondaryComparatorFactories, fieldPermutationB, IndexOp.INSERT, dataflowHelperFactory, null, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryInsertOp, NC1_ID);
-
-        NullSinkOperatorDescriptor nullSink = new NullSinkOperatorDescriptor(spec);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nullSink, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, primaryBtreeInsertOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeInsertOp, 0, secondaryInsertOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryInsertOp, 0, nullSink, 0);
-
-        spec.addRoot(nullSink);
-        runTest(spec);
-    }
-
-    @Test
-    public void searchUpdatedSecondaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        // build tuple containing search keys (only use the first key as search
-        // key)
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        // low key
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("1998-07-21", dos);
-        tb.addFieldEndOffset();
-        // high key
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("2000-10-18", dos);
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-
-        int[] secondaryLowKeyFields = { 0 };
-        int[] secondaryHighKeyFields = { 1 };
-
-        // search secondary index
-        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                secondaryRecDesc, storageManager, indexRegistryProvider, secondaryBtreeSplitProvider,
-                secondaryTypeTraits,
-                secondaryComparatorFactories, secondaryLowKeyFields, secondaryHighKeyFields, true, true,
-                dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
-
-        // second field from the tuples coming from secondary index
-        int[] primaryLowKeyFields = { 1 };
-        // second field from the tuples coming from secondary index
-        int[] primaryHighKeyFields = { 1 };
-
-        // search primary index
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, primaryLowKeyFields,
-                primaryHighKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
-
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondaryBtreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeSearchOp, 0, primaryBtreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
-
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-
-    @AfterClass
-    public static void cleanup() throws Exception {
-        File primary = new File(primaryFileName);
-        primary.deleteOnExit();
-
-        File secondary = new File(secondaryFileName);
-        secondary.deleteOnExit();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreeSecondaryIndexSearchOperatorTest.java
deleted file mode 100644
index 1304f12..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/btree/BTreeSecondaryIndexSearchOperatorTest.java
+++ /dev/null
@@ -1,306 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.tests.btree;
-
-import java.io.DataOutput;
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-import org.junit.AfterClass;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.test.support.TestIndexRegistryProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class BTreeSecondaryIndexSearchOperatorTest extends AbstractIntegrationTest {
-    static {
-        TestStorageManagerComponentHolder.init(8192, 20, 20);
-    }
-
-    private IStorageManagerInterface storageManager = new TestStorageManagerInterface();
-    private IIndexRegistryProvider<IIndex> indexRegistryProvider = new TestIndexRegistryProvider();
-    private IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory();
-
-    private final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final static String sep = System.getProperty("file.separator");
-
-    // field, type and key declarations for primary index
-    private int primaryFieldCount = 6;
-    private ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
-    private int primaryKeyFieldCount = 1;
-    private IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
-
-    private static String primaryBtreeName = "primary" + simpleDateFormat.format(new Date());
-    private static String primaryFileName = System.getProperty("java.io.tmpdir") + sep + primaryBtreeName;
-
-    private IFileSplitProvider primaryBtreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryFileName))) });
-
-    private RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-
-    // field, type and key declarations for secondary indexes
-    private int secondaryFieldCount = 2;
-    private ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
-    private int secondaryKeyFieldCount = 2;
-    private IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[secondaryKeyFieldCount];
-
-    private static String secondaryBtreeName = "secondary" + simpleDateFormat.format(new Date());
-    private static String secondaryFileName = System.getProperty("java.io.tmpdir") + sep + secondaryBtreeName;
-
-    private IFileSplitProvider secondaryBtreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(secondaryFileName))) });
-
-    private RecordDescriptor secondaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-
-    @Before
-    public void setup() throws Exception {
-        // field, type and key declarations for primary index
-        primaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
-        primaryTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
-        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        // field, type and key declarations for secondary indexes
-        secondaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
-        secondaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
-        secondaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-        secondaryComparatorFactories[1] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        createPrimaryIndex();
-        loadPrimaryIndexTest();
-        createSecondaryIndex();
-        loadSecondaryIndexTest();
-    }
-
-    public void createPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/tpch0.001/orders-part1.tbl"))) };
-        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
-        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
-
-        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
-
-        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7 };
-        TreeIndexBulkLoadOperatorDescriptor primaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBtreeBulkLoad, 0);
-
-        spec.addRoot(primaryBtreeBulkLoad);
-        runTest(spec);
-    }
-
-    public void createSecondaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor secondaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, secondaryBtreeSplitProvider, secondaryTypeTraits, secondaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryCreateOp, NC1_ID);
-        spec.addRoot(secondaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadSecondaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        // build dummy tuple containing nothing
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-
-        int[] lowKeyFields = null; // - infinity
-        int[] highKeyFields = null; // + infinity
-
-        // scan primary index
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, lowKeyFields,
-                highKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
-
-        // sort based on secondary keys
-        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 3, 0 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                primaryRecDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
-
-        // load secondary index
-        int[] fieldPermutation = { 3, 0 };
-        TreeIndexBulkLoadOperatorDescriptor secondaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, secondaryBtreeSplitProvider, secondaryTypeTraits, secondaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, sorter, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, secondaryBtreeBulkLoad, 0);
-
-        spec.addRoot(secondaryBtreeBulkLoad);
-        runTest(spec);
-    }
-
-    @Test
-    public void searchSecondaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        // build tuple containing search keys (only use the first key as search
-        // key)
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        // low key
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("1998-07-21", dos);
-        tb.addFieldEndOffset();
-        // high key
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("2000-10-18", dos);
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-
-        int[] secondaryLowKeyFields = { 0 };
-        int[] secondaryHighKeyFields = { 1 };
-
-        // search secondary index
-        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                secondaryRecDesc, storageManager, indexRegistryProvider, secondaryBtreeSplitProvider,
-                secondaryTypeTraits, secondaryComparatorFactories, secondaryLowKeyFields, secondaryHighKeyFields, true, true,
-                dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
-
-        int[] primaryLowKeyFields = { 1 }; // second field from the tuples
-        // coming from secondary index
-        int[] primaryHighKeyFields = { 1 }; // second field from the tuples
-        // coming from secondary index
-
-        // search primary index
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primaryBtreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, primaryLowKeyFields,
-                primaryHighKeyFields, true, true, dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
-
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondaryBtreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeSearchOp, 0, primaryBtreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
-
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-
-    @AfterClass
-    public static void cleanup() throws Exception {
-        File primary = new File(primaryFileName);
-        primary.deleteOnExit();
-        File secondary = new File(secondaryFileName);
-        secondary.deleteOnExit();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AbstractIntegrationTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AbstractIntegrationTest.java
index 023bdd9..e74e54c 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AbstractIntegrationTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AbstractIntegrationTest.java
@@ -14,29 +14,39 @@
  */
 package edu.uci.ics.hyracks.tests.integration;
 
+import java.io.BufferedReader;
 import java.io.File;
+import java.io.FileReader;
 import java.io.IOException;
+import java.nio.ByteBuffer;
 import java.util.ArrayList;
 import java.util.EnumSet;
 import java.util.List;
 import java.util.logging.Level;
 import java.util.logging.Logger;
 
-import org.apache.commons.io.FileUtils;
 import org.junit.AfterClass;
+import org.junit.Assert;
 import org.junit.BeforeClass;
 import org.junit.Rule;
 import org.junit.rules.TemporaryFolder;
 
 import edu.uci.ics.hyracks.api.client.HyracksConnection;
 import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDataset;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDatasetReader;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.client.dataset.HyracksDataset;
 import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
 import edu.uci.ics.hyracks.control.common.controllers.CCConfig;
 import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
 import edu.uci.ics.hyracks.control.nc.NodeControllerService;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ResultFrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
 
 public abstract class AbstractIntegrationTest {
     private static final Logger LOGGER = Logger.getLogger(AbstractIntegrationTest.class.getName());
@@ -50,6 +60,9 @@
     private static IHyracksClientConnection hcc;
 
     private final List<File> outputFiles;
+    
+    protected static int DEFAULT_MEM_PAGE_SIZE = 32768;
+    protected static int DEFAULT_MEM_NUM_PAGES = 1000;
 
     @Rule
     public TemporaryFolder outputFolder = new TemporaryFolder();
@@ -80,6 +93,7 @@
         ncConfig1.ccPort = 39001;
         ncConfig1.clusterNetIPAddress = "127.0.0.1";
         ncConfig1.dataIPAddress = "127.0.0.1";
+        ncConfig1.datasetIPAddress = "127.0.0.1";
         ncConfig1.nodeId = NC1_ID;
         nc1 = new NodeControllerService(ncConfig1);
         nc1.start();
@@ -89,12 +103,12 @@
         ncConfig2.ccPort = 39001;
         ncConfig2.clusterNetIPAddress = "127.0.0.1";
         ncConfig2.dataIPAddress = "127.0.0.1";
+        ncConfig2.datasetIPAddress = "127.0.0.1";
         ncConfig2.nodeId = NC2_ID;
         nc2 = new NodeControllerService(ncConfig2);
         nc2.start();
 
         hcc = new HyracksConnection(ccConfig.clientNetIpAddress, ccConfig.clientNetPort);
-        hcc.createApplication("test", null);
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Starting CC in " + ccRoot.getAbsolutePath());
         }
@@ -107,33 +121,80 @@
         cc.stop();
     }
 
-    protected void runTest(JobSpecification spec) throws Exception {
+    protected JobId executeTest(JobSpecification spec) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info(spec.toJSON().toString(2));
         }
-        JobId jobId = hcc.startJob("test", spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info(jobId.toString());
         }
-        hcc.waitForCompletion(jobId);
-        dumpOutputFiles();
+        return jobId;
     }
 
-    private void dumpOutputFiles() {
-        if (LOGGER.isLoggable(Level.INFO)) {
-            for (File f : outputFiles) {
-                if (f.exists() && f.isFile()) {
-                    try {
-                        LOGGER.info("Reading file: " + f.getAbsolutePath() + " in test: " + getClass().getName());
-                        String data = FileUtils.readFileToString(f);
-                        LOGGER.info(data);
-                    } catch (IOException e) {
-                        LOGGER.info("Error reading file: " + f.getAbsolutePath());
-                        LOGGER.info(e.getMessage());
-                    }
+    protected void runTest(JobSpecification spec) throws Exception {
+        JobId jobId = executeTest(spec);
+        hcc.waitForCompletion(jobId);
+    }
+
+    protected List<String> readResults(JobSpecification spec, JobId jobId, ResultSetId resultSetId) throws Exception {
+        int nReaders = 1;
+        ByteBuffer resultBuffer = ByteBuffer.allocate(spec.getFrameSize());
+        resultBuffer.clear();
+
+        IFrameTupleAccessor frameTupleAccessor = new ResultFrameTupleAccessor(spec.getFrameSize());
+
+        IHyracksDataset hyracksDataset = new HyracksDataset(hcc, spec.getFrameSize(), nReaders);
+        IHyracksDatasetReader reader = hyracksDataset.createReader(jobId, resultSetId);
+
+        List<String> resultRecords = new ArrayList<String>();
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+
+        int readSize = reader.read(resultBuffer);
+
+        while (readSize > 0) {
+
+            try {
+                frameTupleAccessor.reset(resultBuffer);
+                for (int tIndex = 0; tIndex < frameTupleAccessor.getTupleCount(); tIndex++) {
+                    int start = frameTupleAccessor.getTupleStartOffset(tIndex);
+                    int length = frameTupleAccessor.getTupleEndOffset(tIndex) - start;
+                    bbis.setByteBuffer(resultBuffer, start);
+                    byte[] recordBytes = new byte[length];
+                    bbis.read(recordBytes, 0, length);
+                    resultRecords.add(new String(recordBytes, 0, length));
                 }
+            } finally {
+                bbis.close();
             }
+
+            resultBuffer.clear();
+            readSize = reader.read(resultBuffer);
         }
+        return resultRecords;
+    }
+
+    protected boolean runTestAndCompareResults(JobSpecification spec, String[] expectedFileNames) throws Exception {
+        JobId jobId = executeTest(spec);
+
+        List<String> results;
+        for (int i = 0; i < expectedFileNames.length; i++) {
+            results = readResults(spec, jobId, spec.getResultSetIds().get(i));
+            BufferedReader expectedFile = new BufferedReader(new FileReader(expectedFileNames[i]));
+
+            String expectedLine, actualLine;
+            int j = 0;
+            while ((expectedLine = expectedFile.readLine()) != null) {
+                actualLine = results.get(j).trim();
+                Assert.assertEquals(expectedLine, actualLine);
+                j++;
+            }
+            Assert.assertEquals(j, results.size());
+            expectedFile.close();
+        }
+
+        hcc.waitForCompletion(jobId);
+        return true;
     }
 
     protected File createTempFile() throws IOException {
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AbstractMultiNCIntegrationTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AbstractMultiNCIntegrationTest.java
index e0b8c73..d97b7db 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AbstractMultiNCIntegrationTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AbstractMultiNCIntegrationTest.java
@@ -16,6 +16,7 @@
 
 import java.io.File;
 import java.io.IOException;
+import java.nio.ByteBuffer;
 import java.util.ArrayList;
 import java.util.EnumSet;
 import java.util.List;
@@ -23,6 +24,7 @@
 import java.util.logging.Logger;
 
 import org.apache.commons.io.FileUtils;
+import org.json.JSONArray;
 import org.junit.AfterClass;
 import org.junit.BeforeClass;
 import org.junit.Rule;
@@ -30,13 +32,20 @@
 
 import edu.uci.ics.hyracks.api.client.HyracksConnection;
 import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDataset;
+import edu.uci.ics.hyracks.api.dataset.IHyracksDatasetReader;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.job.JobFlag;
 import edu.uci.ics.hyracks.api.job.JobId;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.client.dataset.HyracksDataset;
 import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
 import edu.uci.ics.hyracks.control.common.controllers.CCConfig;
 import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
 import edu.uci.ics.hyracks.control.nc.NodeControllerService;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ResultFrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
 
 public abstract class AbstractMultiNCIntegrationTest {
 
@@ -84,13 +93,13 @@
             ncConfig.ccPort = 39001;
             ncConfig.clusterNetIPAddress = "127.0.0.1";
             ncConfig.dataIPAddress = "127.0.0.1";
+            ncConfig.datasetIPAddress = "127.0.0.1";
             ncConfig.nodeId = ASTERIX_IDS[i];
             asterixNCs[i] = new NodeControllerService(ncConfig);
             asterixNCs[i].start();
         }
 
         hcc = new HyracksConnection(ccConfig.clientNetIpAddress, ccConfig.clientNetPort);
-        hcc.createApplication("test", null);
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Starting CC in " + ccRoot.getAbsolutePath());
         }
@@ -108,10 +117,50 @@
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info(spec.toJSON().toString(2));
         }
-        JobId jobId = hcc.startJob("test", spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info(jobId.toString());
         }
+
+        int nReaders = 1;
+
+        ByteBuffer resultBuffer = ByteBuffer.allocate(spec.getFrameSize());
+        resultBuffer.clear();
+
+        IFrameTupleAccessor frameTupleAccessor = new ResultFrameTupleAccessor(spec.getFrameSize());
+
+        IHyracksDataset hyracksDataset = new HyracksDataset(hcc, spec.getFrameSize(), nReaders);
+        IHyracksDatasetReader reader = hyracksDataset.createReader(jobId, spec.getResultSetIds().get(0));
+
+        JSONArray resultRecords = new JSONArray();
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+
+        int readSize = reader.read(resultBuffer);
+
+        while (readSize > 0) {
+
+            try {
+                frameTupleAccessor.reset(resultBuffer);
+                for (int tIndex = 0; tIndex < frameTupleAccessor.getTupleCount(); tIndex++) {
+                    int start = frameTupleAccessor.getTupleStartOffset(tIndex);
+                    int length = frameTupleAccessor.getTupleEndOffset(tIndex) - start;
+                    bbis.setByteBuffer(resultBuffer, start);
+                    byte[] recordBytes = new byte[length];
+                    bbis.read(recordBytes, 0, length);
+                    resultRecords.put(new String(recordBytes, 0, length));
+                }
+            } finally {
+                try {
+                    bbis.close();
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            resultBuffer.clear();
+            readSize = reader.read(resultBuffer);
+        }
+
         hcc.waitForCompletion(jobId);
         dumpOutputFiles();
     }
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AggregationTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AggregationTest.java
index 93e1e9b..06751e3 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AggregationTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/AggregationTest.java
@@ -25,8 +25,8 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
@@ -49,7 +49,6 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.file.ITupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.group.HashSpillableTableFactory;
 import edu.uci.ics.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
 import edu.uci.ics.hyracks.dataflow.std.group.aggregators.AvgFieldGroupAggregatorFactory;
@@ -62,60 +61,42 @@
 import edu.uci.ics.hyracks.dataflow.std.group.external.ExternalGroupOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.group.hash.HashGroupOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.group.preclustered.PreclusteredGroupOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 /**
  *
  */
 public class AggregationTest extends AbstractIntegrationTest {
 
-    final IFileSplitProvider splitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
-                    "data/tpch0.001/lineitem.tbl"))) });
+    final IFileSplitProvider splitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC2_ID,
+            new FileReference(new File("data/tpch0.001/lineitem.tbl"))) });
 
-    final RecordDescriptor desc = new RecordDescriptor(
-            new ISerializerDeserializer[] {
-                    UTF8StringSerializerDeserializer.INSTANCE,
-                    IntegerSerializerDeserializer.INSTANCE,
-                    IntegerSerializerDeserializer.INSTANCE,
-                    IntegerSerializerDeserializer.INSTANCE,
-                    IntegerSerializerDeserializer.INSTANCE,
-                    FloatSerializerDeserializer.INSTANCE,
-                    FloatSerializerDeserializer.INSTANCE,
-                    FloatSerializerDeserializer.INSTANCE,
-                    UTF8StringSerializerDeserializer.INSTANCE,
-                    UTF8StringSerializerDeserializer.INSTANCE,
-                    UTF8StringSerializerDeserializer.INSTANCE,
-                    UTF8StringSerializerDeserializer.INSTANCE,
-                    UTF8StringSerializerDeserializer.INSTANCE,
-                    UTF8StringSerializerDeserializer.INSTANCE,
-                    UTF8StringSerializerDeserializer.INSTANCE,
-                    UTF8StringSerializerDeserializer.INSTANCE });
+    final RecordDescriptor desc = new RecordDescriptor(new ISerializerDeserializer[] {
+            UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE,
+            FloatSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE,
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
 
-    final ITupleParserFactory tupleParserFactory = new DelimitedDataTupleParserFactory(
-            new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
-                    IntegerParserFactory.INSTANCE,
-                    IntegerParserFactory.INSTANCE,
-                    IntegerParserFactory.INSTANCE,
-                    IntegerParserFactory.INSTANCE, FloatParserFactory.INSTANCE,
-                    FloatParserFactory.INSTANCE, FloatParserFactory.INSTANCE,
-                    UTF8StringParserFactory.INSTANCE,
-                    UTF8StringParserFactory.INSTANCE,
-                    UTF8StringParserFactory.INSTANCE,
-                    UTF8StringParserFactory.INSTANCE,
-                    UTF8StringParserFactory.INSTANCE,
-                    UTF8StringParserFactory.INSTANCE,
-                    UTF8StringParserFactory.INSTANCE,
-                    UTF8StringParserFactory.INSTANCE, }, '|');
+    final ITupleParserFactory tupleParserFactory = new DelimitedDataTupleParserFactory(new IValueParserFactory[] {
+            UTF8StringParserFactory.INSTANCE, IntegerParserFactory.INSTANCE, IntegerParserFactory.INSTANCE,
+            IntegerParserFactory.INSTANCE, IntegerParserFactory.INSTANCE, FloatParserFactory.INSTANCE,
+            FloatParserFactory.INSTANCE, FloatParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, }, '|');
 
-    private AbstractSingleActivityOperatorDescriptor getPrinter(
-            IOperatorDescriptorRegistry spec, String prefix) throws IOException {
+    private AbstractSingleActivityOperatorDescriptor getPrinter(JobSpecification spec, String prefix)
+            throws IOException {
 
-        AbstractSingleActivityOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(
-                spec, new ConstantFileSplitProvider(new FileSplit[] {
-                        new FileSplit(NC1_ID, createTempFile()
-                                .getAbsolutePath()),
-                        new FileSplit(NC2_ID, createTempFile()
-                                .getAbsolutePath()) }), "\t");
+        ResultSetId rsId = new ResultSetId(1);
+        AbstractSingleActivityOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
 
         return printer;
     }
@@ -124,54 +105,38 @@
     public void singleKeySumInmemGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        FloatSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 0 };
         int tableSize = 8;
 
-        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(spec, keyFields,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }),
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                        .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new IntSumFieldAggregatorFactory(3, true),
-                                new FloatSumFieldAggregatorFactory(5, true) }),
-                outputRec, tableSize);
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new IntSumFieldAggregatorFactory(3, true),
+                        new FloatSumFieldAggregatorFactory(5, true) }), outputRec, tableSize);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "singleKeySumInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeySumInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -184,49 +149,34 @@
     public void singleKeySumPreClusterGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        FloatSerializerDeserializer.INSTANCE});
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 0 };
 
-        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                        .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new IntSumFieldAggregatorFactory(3, true),
-                                new FloatSumFieldAggregatorFactory(5, true)}),
-                outputRec);
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new IntSumFieldAggregatorFactory(3, true),
+                        new FloatSumFieldAggregatorFactory(5, true) }), outputRec);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "singleKeySumInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeySumInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -239,64 +189,43 @@
     public void singleKeySumExtGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        FloatSerializerDeserializer.INSTANCE});
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 0 };
         int frameLimits = 4;
         int tableSize = 8;
 
-        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                frameLimits,
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                        .of(UTF8StringPointable.FACTORY) },
-                new UTF8StringNormalizedKeyComputerFactory(),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, false),
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(), new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
                                 new IntSumFieldAggregatorFactory(3, false),
-                                new FloatSumFieldAggregatorFactory(5, false)}),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, false),
+                                new FloatSumFieldAggregatorFactory(5, false) }), new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
                                 new IntSumFieldAggregatorFactory(2, false),
-                                new FloatSumFieldAggregatorFactory(3, false)}),
-                outputRec,
-                new HashSpillableTableFactory(
-                        new FieldHashPartitionComputerFactory(
-                                keyFields,
-                                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }),
-                        tableSize), true);
+                                new FloatSumFieldAggregatorFactory(3, false) }), outputRec,
+                new HashSpillableTableFactory(new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }), tableSize), true);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "singleKeySumExtGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeySumExtGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -309,54 +238,38 @@
     public void singleKeyAvgInmemGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        FloatSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 0 };
         int tableSize = 8;
 
-        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(spec, keyFields,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }),
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                        .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new CountFieldAggregatorFactory(true),
-                                new AvgFieldGroupAggregatorFactory(1, true) }),
-                outputRec, tableSize);
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new CountFieldAggregatorFactory(true),
+                        new AvgFieldGroupAggregatorFactory(1, true) }), outputRec, tableSize);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "singleKeyAvgInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -369,49 +282,34 @@
     public void singleKeyAvgPreClusterGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        FloatSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 0 };
 
-        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                        .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new CountFieldAggregatorFactory(true),
-                                new AvgFieldGroupAggregatorFactory(1, true) }),
-                outputRec);
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new CountFieldAggregatorFactory(true),
+                        new AvgFieldGroupAggregatorFactory(1, true) }), outputRec);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "singleKeyAvgInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -424,64 +322,43 @@
     public void singleKeyAvgExtGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        FloatSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 0 };
         int frameLimits = 4;
         int tableSize = 8;
 
-        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                frameLimits,
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                        .of(UTF8StringPointable.FACTORY) },
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
                 new UTF8StringNormalizedKeyComputerFactory(),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, false),
-                                new CountFieldAggregatorFactory(false),
-                                new AvgFieldGroupAggregatorFactory(1, false) }),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, false),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new CountFieldAggregatorFactory(false),
+                        new AvgFieldGroupAggregatorFactory(1, false) }), new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
                                 new IntSumFieldAggregatorFactory(2, false),
-                                new AvgFieldMergeAggregatorFactory(3, false) }),
-                outputRec,
-                new HashSpillableTableFactory(
-                        new FieldHashPartitionComputerFactory(
-                                keyFields,
-                                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }),
-                        tableSize), true);
+                                new AvgFieldMergeAggregatorFactory(3, false) }), outputRec,
+                new HashSpillableTableFactory(new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }), tableSize), true);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "singleKeyAvgExtGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgExtGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -494,52 +371,38 @@
     public void singleKeyMinMaxStringInmemGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 0 };
         int tableSize = 8;
 
-        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(spec, keyFields,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }),
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                        .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new MinMaxStringFieldAggregatorFactory(15,
-                                        true, false) }), outputRec, tableSize);
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true),
+                        new MinMaxStringFieldAggregatorFactory(15, true, false) }), outputRec, tableSize);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "singleKeyAvgInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -552,47 +415,34 @@
     public void singleKeyMinMaxStringPreClusterGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 0 };
 
-        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                        .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new MinMaxStringFieldAggregatorFactory(15,
-                                        true, false) }), outputRec);
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true),
+                        new MinMaxStringFieldAggregatorFactory(15, true, false) }), outputRec);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "singleKeyAvgInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -605,63 +455,42 @@
     public void singleKeyMinMaxStringExtGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 0 };
         int frameLimits = 4;
         int tableSize = 8;
 
-        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                frameLimits,
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                        .of(UTF8StringPointable.FACTORY) },
-                new UTF8StringNormalizedKeyComputerFactory(),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, false),
-                                new MinMaxStringFieldAggregatorFactory(15,
-                                        true, true) }),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, false),
-                                new MinMaxStringFieldAggregatorFactory(2, true,
-                                        true) }),
-                outputRec,
-                new HashSpillableTableFactory(
-                        new FieldHashPartitionComputerFactory(
-                                keyFields,
-                                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }),
-                        tableSize), true);
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(), new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
+                                new MinMaxStringFieldAggregatorFactory(15, true, true) }),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false),
+                        new MinMaxStringFieldAggregatorFactory(2, true, true) }), outputRec,
+                new HashSpillableTableFactory(new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }), tableSize), true);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec,
-                new FieldHashPartitionComputerFactory(
-                        keyFields,
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
                                 .of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "singleKeyAvgExtGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgExtGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -674,58 +503,39 @@
     public void multiKeySumInmemGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 8, 0 };
         int tableSize = 8;
 
-        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(
-                spec, keyFields, new FieldHashPartitionComputerFactory(
-                        keyFields,
-                        new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }),
-                new IBinaryComparatorFactory[] {
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new IntSumFieldAggregatorFactory(3, true) }),
+        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(spec, keyFields,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }),
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new IntSumFieldAggregatorFactory(3, true) }),
                 outputRec, tableSize);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec, new FieldHashPartitionComputerFactory(keyFields,
-                        new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }));
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "multiKeySumInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeySumInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -738,51 +548,35 @@
     public void multiKeySumPreClusterGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 8, 0 };
 
-        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(
-                spec, keyFields,
-                new IBinaryComparatorFactory[] {
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new IntSumFieldAggregatorFactory(3, true) }),
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new IntSumFieldAggregatorFactory(3, true) }),
                 outputRec);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec, new FieldHashPartitionComputerFactory(keyFields,
-                        new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }));
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "multiKeySumInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeySumInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -795,69 +589,43 @@
     public void multiKeySumExtGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 8, 0 };
         int frameLimits = 4;
         int tableSize = 8;
 
-        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                frameLimits,
-                new IBinaryComparatorFactory[] {
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY) },
-                new UTF8StringNormalizedKeyComputerFactory(),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, false),
-                                new IntSumFieldAggregatorFactory(3, false) }),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(2, false),
-                                new IntSumFieldAggregatorFactory(3, false) }),
-                outputRec,
-                new HashSpillableTableFactory(
-                        new FieldHashPartitionComputerFactory(
-                                keyFields,
-                                new IBinaryHashFunctionFactory[] {
-                                        PointableBinaryHashFunctionFactory
-                                                .of(UTF8StringPointable.FACTORY),
-                                        PointableBinaryHashFunctionFactory
-                                                .of(UTF8StringPointable.FACTORY) }),
-                        tableSize), true);
-
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
-
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec, new FieldHashPartitionComputerFactory(keyFields,
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(), new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
+                                new IntSumFieldAggregatorFactory(3, false) }), new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(2, false),
+                                new IntSumFieldAggregatorFactory(3, false) }), outputRec,
+                new HashSpillableTableFactory(new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }));
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }), tableSize), true);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "multiKeySumExtGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeySumExtGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -870,60 +638,40 @@
     public void multiKeyAvgInmemGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        FloatSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                FloatSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 8, 0 };
         int tableSize = 8;
 
-        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(
-                spec, keyFields, new FieldHashPartitionComputerFactory(
-                        keyFields,
-                        new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }),
-                new IBinaryComparatorFactory[] {
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new CountFieldAggregatorFactory(true),
-                                new AvgFieldGroupAggregatorFactory(1, true) }),
-                outputRec, tableSize);
+        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(spec, keyFields,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }),
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new CountFieldAggregatorFactory(true),
+                        new AvgFieldGroupAggregatorFactory(1, true) }), outputRec, tableSize);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec, new FieldHashPartitionComputerFactory(keyFields,
-                        new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }));
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "multiKeyAvgInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyAvgInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -936,53 +684,36 @@
     public void multiKeyAvgPreClusterGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        FloatSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                FloatSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 8, 0 };
 
-        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(
-                spec, keyFields,
-                new IBinaryComparatorFactory[] {
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new CountFieldAggregatorFactory(true),
-                                new AvgFieldGroupAggregatorFactory(1, true) }),
-                outputRec);
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new CountFieldAggregatorFactory(true),
+                        new AvgFieldGroupAggregatorFactory(1, true) }), outputRec);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec, new FieldHashPartitionComputerFactory(keyFields,
-                        new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }));
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "multiKeyAvgInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyAvgInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -995,72 +726,46 @@
     public void multiKeyAvgExtGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        FloatSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                FloatSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 8, 0 };
         int frameLimits = 4;
         int tableSize = 8;
 
-        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                frameLimits,
-                new IBinaryComparatorFactory[] {
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY) },
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
                 new UTF8StringNormalizedKeyComputerFactory(),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, false),
-                                new CountFieldAggregatorFactory(false),
-                                new AvgFieldGroupAggregatorFactory(1, false) }),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(2, false),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new CountFieldAggregatorFactory(false),
+                        new AvgFieldGroupAggregatorFactory(1, false) }), new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(2, false),
                                 new IntSumFieldAggregatorFactory(3, false),
-                                new AvgFieldMergeAggregatorFactory(4, false) }),
-                outputRec,
-                new HashSpillableTableFactory(
-                        new FieldHashPartitionComputerFactory(
-                                keyFields,
-                                new IBinaryHashFunctionFactory[] {
-                                        PointableBinaryHashFunctionFactory
-                                                .of(UTF8StringPointable.FACTORY),
-                                        PointableBinaryHashFunctionFactory
-                                                .of(UTF8StringPointable.FACTORY) }),
-                        tableSize), true);
-
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
-
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec, new FieldHashPartitionComputerFactory(keyFields,
+                                new AvgFieldMergeAggregatorFactory(4, false) }), outputRec,
+                new HashSpillableTableFactory(new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }));
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }), tableSize), true);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "multiKeyAvgExtGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyAvgExtGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -1073,58 +778,39 @@
     public void multiKeyMinMaxStringInmemGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 8, 0 };
         int tableSize = 8;
 
-        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(
-                spec, keyFields, new FieldHashPartitionComputerFactory(
-                        keyFields,
-                        new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }),
-                new IBinaryComparatorFactory[] {
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new MinMaxStringFieldAggregatorFactory(15,
-                                        true, false) }), outputRec, tableSize);
+        HashGroupOperatorDescriptor grouper = new HashGroupOperatorDescriptor(spec, keyFields,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }),
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true),
+                        new MinMaxStringFieldAggregatorFactory(15, true, false) }), outputRec, tableSize);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec, new FieldHashPartitionComputerFactory(keyFields,
-                        new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }));
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "multiKeyMinMaxStringInmemGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyMinMaxStringInmemGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -1137,51 +823,35 @@
     public void multiKeyMinMaxStringPreClusterGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 8, 0 };
 
-        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(
-                spec, keyFields,
-                new IBinaryComparatorFactory[] {
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, true),
-                                new MinMaxStringFieldAggregatorFactory(15,
-                                        true, false) }), outputRec);
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true),
+                        new MinMaxStringFieldAggregatorFactory(15, true, false) }), outputRec);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
 
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec, new FieldHashPartitionComputerFactory(keyFields,
-                        new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }));
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "multiKeyMinMaxStringPreClusterGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyMinMaxStringPreClusterGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
@@ -1194,71 +864,44 @@
     public void multiKeyMinMaxStringExtGroupTest() throws Exception {
         JobSpecification spec = new JobSpecification();
 
-        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
-                spec, splitProvider, tupleParserFactory, desc);
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec,
-                csvScanner, NC2_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
 
-        RecordDescriptor outputRec = new RecordDescriptor(
-                new ISerializerDeserializer[] {
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE,
-                        IntegerSerializerDeserializer.INSTANCE,
-                        UTF8StringSerializerDeserializer.INSTANCE });
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
 
         int[] keyFields = new int[] { 8, 0 };
         int frameLimits = 4;
         int tableSize = 8;
 
-        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(
-                spec,
-                keyFields,
-                frameLimits,
-                new IBinaryComparatorFactory[] {
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory
-                                .of(UTF8StringPointable.FACTORY) },
-                new UTF8StringNormalizedKeyComputerFactory(),
-                new MultiFieldsAggregatorFactory(
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(1, false),
-                                new MinMaxStringFieldAggregatorFactory(15,
-                                        true, true) }),
-                new MultiFieldsAggregatorFactory(new int[] { 0, 1 },
-                        new IFieldAggregateDescriptorFactory[] {
-                                new IntSumFieldAggregatorFactory(2, false),
-                                new MinMaxStringFieldAggregatorFactory(3, true,
-                                        true) }),
-                outputRec,
-                new HashSpillableTableFactory(
-                        new FieldHashPartitionComputerFactory(
-                                keyFields,
-                                new IBinaryHashFunctionFactory[] {
-                                        PointableBinaryHashFunctionFactory
-                                                .of(UTF8StringPointable.FACTORY),
-                                        PointableBinaryHashFunctionFactory
-                                                .of(UTF8StringPointable.FACTORY) }),
-                        tableSize), true);
-
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper,
-                NC2_ID, NC1_ID);
-
-        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(
-                spec, new FieldHashPartitionComputerFactory(keyFields,
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(), new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
+                                new MinMaxStringFieldAggregatorFactory(15, true, true) }),
+                new MultiFieldsAggregatorFactory(new int[] { 0, 1 }, new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(2, false),
+                        new MinMaxStringFieldAggregatorFactory(3, true, true) }), outputRec,
+                new HashSpillableTableFactory(new FieldHashPartitionComputerFactory(keyFields,
                         new IBinaryHashFunctionFactory[] {
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY),
-                                PointableBinaryHashFunctionFactory
-                                        .of(UTF8StringPointable.FACTORY) }));
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }), tableSize), true);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
         spec.connect(conn1, csvScanner, 0, grouper, 0);
 
-        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec,
-                "multiKeyMinMaxStringExtGroupTest");
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyMinMaxStringExtGroupTest");
 
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer,
-                NC2_ID, NC1_ID);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
         spec.connect(conn2, grouper, 0, printer, 0);
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/CountOfCountsTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/CountOfCountsTest.java
index aea6126..5008991 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/CountOfCountsTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/CountOfCountsTest.java
@@ -25,6 +25,7 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
@@ -44,13 +45,14 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
 import edu.uci.ics.hyracks.dataflow.std.group.aggregators.CountFieldAggregatorFactory;
 import edu.uci.ics.hyracks.dataflow.std.group.aggregators.MultiFieldsAggregatorFactory;
 import edu.uci.ics.hyracks.dataflow.std.group.preclustered.PreclusteredGroupOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 public class CountOfCountsTest extends AbstractIntegrationTest {
     @Test
@@ -76,12 +78,10 @@
 
         RecordDescriptor desc2 = new RecordDescriptor(new ISerializerDeserializer[] {
                 UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
-        PreclusteredGroupOperatorDescriptor group = new PreclusteredGroupOperatorDescriptor(
-                spec,
-                new int[] { 0 },
+        PreclusteredGroupOperatorDescriptor group = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 0 },
                 new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }),
-                desc2);
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc2);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group, NC1_ID);
 
         InMemorySortOperatorDescriptor sorter2 = new InMemorySortOperatorDescriptor(spec, new int[] { 1 },
@@ -91,13 +91,15 @@
         RecordDescriptor desc3 = new RecordDescriptor(new ISerializerDeserializer[] {
                 IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
         PreclusteredGroupOperatorDescriptor group2 = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 1 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) }, new MultiFieldsAggregatorFactory(
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
                         new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc3);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group2, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
@@ -148,12 +150,10 @@
 
         RecordDescriptor desc2 = new RecordDescriptor(new ISerializerDeserializer[] {
                 UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
-        PreclusteredGroupOperatorDescriptor group = new PreclusteredGroupOperatorDescriptor(
-                spec,
-                new int[] { 0 },
+        PreclusteredGroupOperatorDescriptor group = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 0 },
                 new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }),
-                desc2);
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc2);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group, NC1_ID, NC2_ID, NC1_ID, NC2_ID);
 
         InMemorySortOperatorDescriptor sorter2 = new InMemorySortOperatorDescriptor(spec, new int[] { 1 },
@@ -163,13 +163,16 @@
         RecordDescriptor desc3 = new RecordDescriptor(new ISerializerDeserializer[] {
                 IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
         PreclusteredGroupOperatorDescriptor group2 = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 1 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) }, new MultiFieldsAggregatorFactory(
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
                         new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc3);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group2, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
@@ -220,12 +223,10 @@
 
         RecordDescriptor desc2 = new RecordDescriptor(new ISerializerDeserializer[] {
                 UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
-        PreclusteredGroupOperatorDescriptor group = new PreclusteredGroupOperatorDescriptor(
-                spec,
-                new int[] { 0 },
+        PreclusteredGroupOperatorDescriptor group = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 0 },
                 new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }),
-                desc2);
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc2);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group, NC1_ID, NC2_ID, NC1_ID, NC2_ID);
 
         InMemorySortOperatorDescriptor sorter2 = new InMemorySortOperatorDescriptor(spec, new int[] { 1 },
@@ -235,13 +236,16 @@
         RecordDescriptor desc3 = new RecordDescriptor(new ISerializerDeserializer[] {
                 IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
         PreclusteredGroupOperatorDescriptor group2 = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 1 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) }, new MultiFieldsAggregatorFactory(
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
                         new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc3);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group2, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/LocalityAwareConnectorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/LocalityAwareConnectorTest.java
index 0d5a627..93ed2c7 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/LocalityAwareConnectorTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/LocalityAwareConnectorTest.java
@@ -26,8 +26,8 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
@@ -52,12 +52,13 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.file.ITupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
 import edu.uci.ics.hyracks.dataflow.std.group.aggregators.FloatSumFieldAggregatorFactory;
 import edu.uci.ics.hyracks.dataflow.std.group.aggregators.IntSumFieldAggregatorFactory;
 import edu.uci.ics.hyracks.dataflow.std.group.aggregators.MultiFieldsAggregatorFactory;
 import edu.uci.ics.hyracks.dataflow.std.group.hash.HashGroupOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 public class LocalityAwareConnectorTest extends AbstractMultiNCIntegrationTest {
 
@@ -200,13 +201,13 @@
         runTest(spec);
     }
 
-    private AbstractSingleActivityOperatorDescriptor getPrinter(IOperatorDescriptorRegistry spec, String prefix)
+    private AbstractSingleActivityOperatorDescriptor getPrinter(JobSpecification spec, String prefix)
             throws IOException {
 
-        AbstractSingleActivityOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec,
-                new ConstantFileSplitProvider(new FileSplit[] {
-                        new FileSplit("asterix-005", createTempFile().getAbsolutePath()),
-                        new FileSplit("asterix-006", createTempFile().getAbsolutePath()) }), "\t");
+        ResultSetId rsId = new ResultSetId(1);
+        AbstractSingleActivityOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
 
         return printer;
     }
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/OptimizedSortMergeTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/OptimizedSortMergeTest.java
index 1ee4400..ec9be32 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/OptimizedSortMergeTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/OptimizedSortMergeTest.java
@@ -24,6 +24,7 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
@@ -40,9 +41,10 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.misc.LimitOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.sort.OptimizedExternalSortOperatorDescriptor;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 public class OptimizedSortMergeTest extends AbstractIntegrationTest {
 
@@ -75,9 +77,11 @@
                         PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, ordersDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
@@ -128,9 +132,11 @@
         LimitOperatorDescriptor filter = new LimitOperatorDescriptor(spec, ordersDesc, outputLimit);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, filter, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/ScanPrintTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/ScanPrintTest.java
index 9355110..961f780 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/ScanPrintTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/ScanPrintTest.java
@@ -24,6 +24,7 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
@@ -42,7 +43,8 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 public class ScanPrintTest extends AbstractIntegrationTest {
     @Test
@@ -63,10 +65,11 @@
                 desc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] {
-                new FileSplit(NC2_ID, createTempFile().getAbsolutePath()),
-                new FileSplit(NC1_ID, createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         IConnectorDescriptor conn = new OneToOneConnectorDescriptor(spec);
@@ -98,9 +101,11 @@
                         UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
@@ -135,9 +140,11 @@
                         UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/SortMergeTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/SortMergeTest.java
index 2c3fddf..0da93f2 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/SortMergeTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/SortMergeTest.java
@@ -24,6 +24,7 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
@@ -40,9 +41,10 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 public class SortMergeTest extends AbstractIntegrationTest {
     @Test
@@ -73,9 +75,11 @@
                 ordersDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
@@ -118,9 +122,11 @@
                         PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, ordersDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/SplitOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/SplitOperatorTest.java
index 2b32142..6040748 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/SplitOperatorTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/SplitOperatorTest.java
@@ -26,6 +26,7 @@
 import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
@@ -35,8 +36,9 @@
 import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
 import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.LineFileWriteOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.misc.SplitOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 public class SplitOperatorTest extends AbstractIntegrationTest {
 
@@ -50,6 +52,8 @@
             Assert.assertEquals(lineA, lineB);
         }
         Assert.assertNull(fileB.readLine());
+        fileA.close();
+        fileB.close();
     }
 
     @Test
@@ -83,8 +87,11 @@
 
         IOperatorDescriptor outputOp[] = new IOperatorDescriptor[outputFile.length];
         for (int i = 0; i < outputArity; i++) {
-            outputOp[i] = new LineFileWriteOperatorDescriptor(spec, new FileSplit[] { new FileSplit(NC1_ID,
-                    outputFile[i].getAbsolutePath()) });
+            ResultSetId rsId = new ResultSetId(i);
+            spec.addResultSetId(rsId);
+
+            outputOp[i] = new ResultWriterOperatorDescriptor(spec, rsId, true,
+                    ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
             PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, outputOp[i], locations);
         }
 
@@ -96,10 +103,10 @@
         for (int i = 0; i < outputArity; i++) {
             spec.addRoot(outputOp[i]);
         }
-        runTest(spec);
-
+        String[] expectedResultsFileNames = new String[outputArity];
         for (int i = 0; i < outputArity; i++) {
-            compareFiles(inputFileName, outputFile[i].getAbsolutePath());
+            expectedResultsFileNames[i] = inputFileName;
         }
+        runTestAndCompareResults(spec, expectedResultsFileNames);
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java
index 622942b..b5eb850 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java
@@ -14,9 +14,7 @@
  */
 package edu.uci.ics.hyracks.tests.integration;
 
-import java.io.DataOutput;
 import java.io.File;
-import java.io.IOException;
 
 import org.junit.Test;
 
@@ -25,11 +23,10 @@
 import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.INullWriter;
 import edu.uci.ics.hyracks.api.dataflow.value.INullWriterFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
@@ -47,12 +44,13 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.join.GraceHashJoinOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.join.HybridHashJoinOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.misc.MaterializingOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.tests.util.NoopNullWriterFactory;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 public class TPCHCustomerOrderHashJoinTest extends AbstractIntegrationTest {
 
@@ -127,9 +125,11 @@
                 custOrderJoinDesc, 128);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
@@ -208,9 +208,11 @@
                 custOrderJoinDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
@@ -289,9 +291,11 @@
                 custOrderJoinDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
@@ -371,9 +375,11 @@
                 custOrderJoinDesc, true, nullWriterFactories, 128);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
@@ -457,9 +463,11 @@
                 custOrderJoinDesc, true, nullWriterFactories);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
@@ -543,9 +551,11 @@
                 custOrderJoinDesc, true, nullWriterFactories);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
@@ -622,9 +632,11 @@
                 custOrderJoinDesc, 128);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
@@ -711,9 +723,11 @@
                 custOrderJoinDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
@@ -800,9 +814,11 @@
                 custOrderJoinDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
@@ -885,9 +901,11 @@
                 custOrderJoinDesc, 128);
         PartitionConstraintHelper.addPartitionCountConstraint(spec, join, 2);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
@@ -976,9 +994,11 @@
                 custOrderJoinDesc, 128);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordPartConn = new MToNPartitioningConnectorDescriptor(spec,
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/TPCHCustomerOrderNestedLoopJoinTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/TPCHCustomerOrderNestedLoopJoinTest.java
index 9233e39..99f2d18 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/TPCHCustomerOrderNestedLoopJoinTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/TPCHCustomerOrderNestedLoopJoinTest.java
@@ -15,7 +15,9 @@
 package edu.uci.ics.hyracks.tests.integration;
 
 import java.io.File;
+
 import org.junit.Test;
+
 import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
 import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
@@ -28,6 +30,7 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITuplePairComparator;
 import edu.uci.ics.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
@@ -42,9 +45,10 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.join.NestedLoopJoinOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.tests.util.NoopNullWriterFactory;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 public class TPCHCustomerOrderNestedLoopJoinTest extends AbstractIntegrationTest {
     private static class JoinComparatorFactory implements ITuplePairComparatorFactory {
@@ -169,9 +173,11 @@
                 null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
@@ -244,9 +250,11 @@
                 null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
@@ -319,9 +327,11 @@
                 null);
         PartitionConstraintHelper.addPartitionCountConstraint(spec, join, 2);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
@@ -399,9 +409,11 @@
                 nullWriterFactories);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
 
         IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/UnionTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/UnionTest.java
index 37b55b8..5b323e6 100644
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/UnionTest.java
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/integration/UnionTest.java
@@ -22,6 +22,7 @@
 import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.dataset.ResultSetId;
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
@@ -33,8 +34,9 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.union.UnionAllOperatorDescriptor;
+import edu.uci.ics.hyracks.tests.util.ResultSerializerFactoryProvider;
 
 public class UnionTest extends AbstractIntegrationTest {
     @Test
@@ -65,10 +67,11 @@
         UnionAllOperatorDescriptor unionAll = new UnionAllOperatorDescriptor(spec, 2, desc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, unionAll, NC2_ID, NC1_ID);
 
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] {
-                new FileSplit(NC2_ID, createTempFile().getAbsolutePath()),
-                new FileSplit(NC1_ID, createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), csvScanner01, 0, unionAll, 0);
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/invertedindex/BinaryTokenizerOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/invertedindex/BinaryTokenizerOperatorTest.java
deleted file mode 100644
index 836e72e..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/invertedindex/BinaryTokenizerOperatorTest.java
+++ /dev/null
@@ -1,73 +0,0 @@
-package edu.uci.ics.hyracks.tests.invertedindex;
-
-import java.io.File;
-
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.ITokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class BinaryTokenizerOperatorTest extends AbstractIntegrationTest {
-
-    @Test
-    public void tokenizerTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] dblpTitleFileSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/cleanednumbereddblptitles.txt"))) };
-        IFileSplitProvider dblpTitleSplitProvider = new ConstantFileSplitProvider(dblpTitleFileSplits);
-        RecordDescriptor dblpTitleRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor dblpTitleScanner = new FileScanOperatorDescriptor(spec, dblpTitleSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE }, '|'), dblpTitleRecDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, dblpTitleScanner, NC1_ID);
-
-        RecordDescriptor tokenizerRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
-
-        ITokenFactory tokenFactory = new UTF8WordTokenFactory();
-        IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
-                tokenFactory);
-        int[] tokenFields = { 1 };
-        int[] keyFields = { 0 };
-        BinaryTokenizerOperatorDescriptor binaryTokenizer = new BinaryTokenizerOperatorDescriptor(spec,
-                tokenizerRecDesc, tokenizerFactory, tokenFields, keyFields);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, binaryTokenizer, NC1_ID);
-
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), dblpTitleScanner, 0, binaryTokenizer, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), binaryTokenizer, 0, printer, 0);
-
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/invertedindex/InvertedIndexOperatorsTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/invertedindex/InvertedIndexOperatorsTest.java
deleted file mode 100644
index 2206a26..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/invertedindex/InvertedIndexOperatorsTest.java
+++ /dev/null
@@ -1,73 +0,0 @@
-package edu.uci.ics.hyracks.tests.invertedindex;
-
-import java.io.File;
-
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.ITokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class InvertedIndexOperatorsTest extends AbstractIntegrationTest {
-
-    @Test
-    public void tokenizerTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] dblpTitleFileSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/cleanednumbereddblptitles.txt"))) };
-        IFileSplitProvider dblpTitleSplitProvider = new ConstantFileSplitProvider(dblpTitleFileSplits);
-        RecordDescriptor dblpTitleRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor dblpTitleScanner = new FileScanOperatorDescriptor(spec, dblpTitleSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE }, '|'), dblpTitleRecDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, dblpTitleScanner, NC1_ID);
-
-        RecordDescriptor tokenizerRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
-
-        ITokenFactory tokenFactory = new UTF8WordTokenFactory();
-        IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
-                tokenFactory);
-        int[] tokenFields = { 1 };
-        int[] projFields = { 0 };
-        BinaryTokenizerOperatorDescriptor binaryTokenizer = new BinaryTokenizerOperatorDescriptor(spec,
-                tokenizerRecDesc, tokenizerFactory, tokenFields, projFields);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, binaryTokenizer, NC1_ID);
-
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), dblpTitleScanner, 0, binaryTokenizer, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), binaryTokenizer, 0, printer, 0);
-
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/invertedindex/WordInvertedIndexTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/invertedindex/WordInvertedIndexTest.java
deleted file mode 100644
index d8fd48e..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/invertedindex/WordInvertedIndexTest.java
+++ /dev/null
@@ -1,346 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.tests.invertedindex;
-
-import java.io.DataOutput;
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-import org.junit.AfterClass;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.InvertedIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.InvertedIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.InvertedIndexSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.ConjunctiveSearchModifierFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.ITokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.test.support.TestIndexRegistryProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class WordInvertedIndexTest extends AbstractIntegrationTest {
-    static {
-        TestStorageManagerComponentHolder.init(8192, 20, 20);
-    }
-
-    private IStorageManagerInterface storageManager = new TestStorageManagerInterface();
-    private IIndexRegistryProvider<IIndex> indexRegistryProvider = new TestIndexRegistryProvider();
-    private IIndexDataflowHelperFactory btreeDataflowHelperFactory = new BTreeDataflowHelperFactory();
-
-    private final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final static String sep = System.getProperty("file.separator");
-    private final static String dateString = simpleDateFormat.format(new Date());
-    private final static String primaryFileName = System.getProperty("java.io.tmpdir") + sep + "primaryBtree" + dateString;
-    private final static String btreeFileName = System.getProperty("java.io.tmpdir") + sep + "invIndexBtree" + dateString;
-    private final static String invListsFileName = System.getProperty("java.io.tmpdir") + sep + "invIndexLists" + dateString;
-
-    private IFileSplitProvider primaryFileSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryFileName))) });
-    private IFileSplitProvider btreeFileSplitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(
-            NC1_ID, new FileReference(new File(btreeFileName))) });
-    private IFileSplitProvider invListsFileSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(invListsFileName))) });
-
-    // Primary BTree index.
-    private int primaryFieldCount = 2;
-    private ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
-    private int primaryKeyFieldCount = 1;
-    private IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
-    private RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-
-    // Inverted index BTree dictionary.
-    private ITypeTraits[] tokenTypeTraits = new ITypeTraits[1];
-    private IBinaryComparatorFactory[] tokenComparatorFactories = new IBinaryComparatorFactory[1];
-
-    // Inverted index stuff.
-    private int invListElementFieldCount = 1;
-    private ITypeTraits[] invListsTypeTraits = new ITypeTraits[invListElementFieldCount];
-    private IBinaryComparatorFactory[] invListsComparatorFactories = new IBinaryComparatorFactory[invListElementFieldCount];
-    private RecordDescriptor tokenizerRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
-    private RecordDescriptor invListsRecDesc = new RecordDescriptor(
-            new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
-
-    // Tokenizer stuff.
-    private ITokenFactory tokenFactory = new UTF8WordTokenFactory();
-    private IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
-            tokenFactory);
-
-    @Before
-    public void setup() throws Exception {
-        // Field declarations and comparators for primary BTree index.
-        primaryTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
-        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
-        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
-
-        // Field declarations and comparators for tokens.
-        tokenTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
-        tokenComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        // Field declarations and comparators for inverted lists.
-        invListsTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
-        invListsComparatorFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
-
-        createPrimaryIndex();
-        loadPrimaryIndex();
-        printPrimaryIndex();
-        createInvertedIndex();
-        loadInvertedIndex();
-    }
-
-    public void createPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryFileSplitProvider, primaryTypeTraits, primaryComparatorFactories,
-                btreeDataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    @Test
-    public void testConjunctiveSearcher() throws Exception {
-        IInvertedIndexSearchModifierFactory conjunctiveSearchModifierFactory = new ConjunctiveSearchModifierFactory();
-        searchInvertedIndex("of", conjunctiveSearchModifierFactory);
-        searchInvertedIndex("3d", conjunctiveSearchModifierFactory);
-        searchInvertedIndex("of the human", conjunctiveSearchModifierFactory);
-    }
-
-    private IOperatorDescriptor createFileScanOp(JobSpecification spec) {
-        FileSplit[] dblpTitleFileSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/cleanednumbereddblptitles.txt"))) };
-        IFileSplitProvider dblpTitleSplitProvider = new ConstantFileSplitProvider(dblpTitleFileSplits);
-        RecordDescriptor dblpTitleRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
-        FileScanOperatorDescriptor dblpTitleScanner = new FileScanOperatorDescriptor(spec, dblpTitleSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE }, '|'), dblpTitleRecDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, dblpTitleScanner, NC1_ID);
-        return dblpTitleScanner;
-    }
-
-    private IOperatorDescriptor createPrimaryBulkLoadOp(JobSpecification spec) {
-        int[] fieldPermutation = { 0, 1 };
-        TreeIndexBulkLoadOperatorDescriptor primaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, primaryFileSplitProvider, primaryTypeTraits, primaryComparatorFactories, fieldPermutation, 0.7f,
-                btreeDataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeBulkLoad, NC1_ID);
-        return primaryBtreeBulkLoad;
-    }
-
-    private IOperatorDescriptor createScanKeyProviderOp(JobSpecification spec) throws HyracksDataException {
-        // build dummy tuple containing nothing
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
-        DataOutput dos = tb.getDataOutput();
-        tb.reset();
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
-        tb.addFieldEndOffset();
-        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-        return keyProviderOp;
-    }
-
-    private IOperatorDescriptor createPrimaryScanOp(JobSpecification spec) throws HyracksDataException {
-        int[] lowKeyFields = null; // - infinity
-        int[] highKeyFields = null; // + infinity
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primaryFileSplitProvider, primaryTypeTraits, primaryComparatorFactories, lowKeyFields,
-                highKeyFields, true, true, btreeDataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
-        return primaryBtreeSearchOp;
-    }
-
-    private void loadPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        // Assuming that the data is pre-sorted on the key. No need to sort
-        // before bulk load.
-        IOperatorDescriptor fileScanOp = createFileScanOp(spec);
-        IOperatorDescriptor primaryBulkLoad = createPrimaryBulkLoadOp(spec);
-        spec.connect(new OneToOneConnectorDescriptor(spec), fileScanOp, 0, primaryBulkLoad, 0);
-        spec.addRoot(primaryBulkLoad);
-        runTest(spec);
-    }
-
-    private void printPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        IOperatorDescriptor keyProviderOp = createScanKeyProviderOp(spec);
-        IOperatorDescriptor primaryScanOp = createPrimaryScanOp(spec);
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryScanOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, printer, 0);
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-
-    private IOperatorDescriptor createExternalSortOp(JobSpecification spec, int[] sortFields,
-            RecordDescriptor outputRecDesc) {
-        ExternalSortOperatorDescriptor externalSortOp = new ExternalSortOperatorDescriptor(spec, 1000, sortFields,
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
-                        PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) }, outputRecDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, externalSortOp, NC1_ID);
-        return externalSortOp;
-    }
-
-    private IOperatorDescriptor createBinaryTokenizerOp(JobSpecification spec, int[] tokenFields, int[] keyFields) {
-        BinaryTokenizerOperatorDescriptor binaryTokenizer = new BinaryTokenizerOperatorDescriptor(spec,
-                tokenizerRecDesc, tokenizerFactory, tokenFields, keyFields);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, binaryTokenizer, NC1_ID);
-        return binaryTokenizer;
-    }
-
-    private IOperatorDescriptor createInvertedIndexBulkLoadOp(JobSpecification spec, int[] fieldPermutation) {
-        InvertedIndexBulkLoadOperatorDescriptor invIndexBulkLoadOp = new InvertedIndexBulkLoadOperatorDescriptor(spec,
-                fieldPermutation, storageManager, btreeFileSplitProvider, invListsFileSplitProvider,
-                indexRegistryProvider, tokenTypeTraits, tokenComparatorFactories, invListsTypeTraits,
-                invListsComparatorFactories, tokenizerFactory, btreeDataflowHelperFactory,
-                NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, invIndexBulkLoadOp, NC1_ID);
-        return invIndexBulkLoadOp;
-    }
-
-    public void createInvertedIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        InvertedIndexCreateOperatorDescriptor invIndexCreateOp = new InvertedIndexCreateOperatorDescriptor(spec,
-                storageManager, btreeFileSplitProvider, invListsFileSplitProvider,
-                indexRegistryProvider, tokenTypeTraits, tokenComparatorFactories, invListsTypeTraits,
-                invListsComparatorFactories, tokenizerFactory, btreeDataflowHelperFactory,
-                NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, invIndexCreateOp, NC1_ID);
-        spec.addRoot(invIndexCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadInvertedIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        IOperatorDescriptor keyProviderOp = createScanKeyProviderOp(spec);
-        IOperatorDescriptor primaryScanOp = createPrimaryScanOp(spec);
-        int[] tokenFields = { 1 };
-        int[] keyFields = { 0 };
-        IOperatorDescriptor binaryTokenizerOp = createBinaryTokenizerOp(spec, tokenFields, keyFields);
-        int[] sortFields = { 0, 1 };
-        IOperatorDescriptor externalSortOp = createExternalSortOp(spec, sortFields, tokenizerRecDesc);
-        int[] fieldPermutation = { 0, 1 };
-        IOperatorDescriptor invIndexBulkLoadOp = createInvertedIndexBulkLoadOp(spec, fieldPermutation);
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryScanOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, binaryTokenizerOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), binaryTokenizerOp, 0, externalSortOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), externalSortOp, 0, invIndexBulkLoadOp, 0);
-        spec.addRoot(invIndexBulkLoadOp);
-        runTest(spec);
-    }
-
-    private IOperatorDescriptor createQueryProviderOp(JobSpecification spec, String queryString)
-            throws HyracksDataException {
-        // Build tuple with exactly one field, which is the query,
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(1);
-        DataOutput dos = tb.getDataOutput();
-        tb.reset();
-        UTF8StringSerializerDeserializer.INSTANCE.serialize(queryString, dos);
-        tb.addFieldEndOffset();
-        ISerializerDeserializer[] querySerde = { UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor queryRecDesc = new RecordDescriptor(querySerde);
-        ConstantTupleSourceOperatorDescriptor queryProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                queryRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, queryProviderOp, NC1_ID);
-        return queryProviderOp;
-    }
-
-    private IOperatorDescriptor createInvertedIndexSearchOp(JobSpecification spec,
-            IInvertedIndexSearchModifierFactory searchModifierFactory) {
-        InvertedIndexSearchOperatorDescriptor invIndexSearchOp = new InvertedIndexSearchOperatorDescriptor(spec, 0,
-                storageManager, btreeFileSplitProvider, invListsFileSplitProvider, indexRegistryProvider,
-                tokenTypeTraits, tokenComparatorFactories, invListsTypeTraits, invListsComparatorFactories,
-                btreeDataflowHelperFactory, tokenizerFactory, searchModifierFactory, invListsRecDesc, false,
-                NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, invIndexSearchOp, NC1_ID);
-        return invIndexSearchOp;
-    }
-
-    public void searchInvertedIndex(String queryString, IInvertedIndexSearchModifierFactory searchModifierFactory)
-            throws Exception {
-        JobSpecification spec = new JobSpecification();
-        IOperatorDescriptor queryProviderOp = createQueryProviderOp(spec, queryString);
-        IOperatorDescriptor invIndexSearchOp = createInvertedIndexSearchOp(spec, searchModifierFactory);
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        spec.connect(new OneToOneConnectorDescriptor(spec), queryProviderOp, 0, invIndexSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), invIndexSearchOp, 0, printer, 0);
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-    
-    @AfterClass
-    public static void cleanup() throws Exception {
-    	File primary = new File(primaryFileName);
-    	File btree = new File(btreeFileName);
-    	File invLists = new File(invListsFileName);
-        primary.deleteOnExit();
-        btree.deleteOnExit();
-        invLists.deleteOnExit();
-    }
-}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/rtree/RTreePrimaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/rtree/RTreePrimaryIndexSearchOperatorTest.java
deleted file mode 100644
index 6625148..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/rtree/RTreePrimaryIndexSearchOperatorTest.java
+++ /dev/null
@@ -1,210 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.tests.rtree;
-
-import java.io.DataOutput;
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-import org.junit.AfterClass;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.DoubleParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.test.support.TestIndexRegistryProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class RTreePrimaryIndexSearchOperatorTest extends AbstractIntegrationTest {
-    static {
-        TestStorageManagerComponentHolder.init(8192, 20, 20);
-    }
-
-    private IStorageManagerInterface storageManager = new TestStorageManagerInterface();
-    private IIndexRegistryProvider<IIndex> indexRegistryProvider = new TestIndexRegistryProvider();
-    private IIndexDataflowHelperFactory dataflowHelperFactory;
-
-    private final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final static String sep = System.getProperty("file.separator");
-
-    // field, type and key declarations for primary R-tree index
-    private int primaryFieldCount = 5;
-    private int primaryKeyFieldCount = 4;
-    private ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
-    private IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
-
-    private RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE });
-
-    private static String primaryRTreeName = "primary" + simpleDateFormat.format(new Date());
-    private static String primaryFileName = System.getProperty("java.io.tmpdir") + sep + primaryRTreeName;
-
-    private IFileSplitProvider primaryRTreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryFileName))) });
-
-    private IPrimitiveValueProviderFactory[] primaryValueProviderFactories;
-    
-    @Before
-    public void setup() throws Exception {
-        // field, type and key declarations for primary R-tree index
-        primaryTypeTraits[0] = DoublePointable.TYPE_TRAITS;
-        primaryTypeTraits[1] = DoublePointable.TYPE_TRAITS;
-        primaryTypeTraits[2] = DoublePointable.TYPE_TRAITS;
-        primaryTypeTraits[3] = DoublePointable.TYPE_TRAITS;
-        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
-        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
-        primaryComparatorFactories[1] = primaryComparatorFactories[0];
-        primaryComparatorFactories[2] = primaryComparatorFactories[0];
-        primaryComparatorFactories[3] = primaryComparatorFactories[0];
-
-        primaryValueProviderFactories = RTreeUtils
-                .createPrimitiveValueProviderFactories(primaryComparatorFactories.length, DoublePointable.FACTORY);
-        dataflowHelperFactory = new RTreeDataflowHelperFactory(primaryValueProviderFactories);
-        
-        createPrimaryIndex();
-        loadPrimaryIndexTest();
-    }
-
-    public void createPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryRTreeSplitProvider, primaryTypeTraits, primaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] objectsSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/spatial.txt"))) };
-        IFileSplitProvider objectsSplitProvider = new ConstantFileSplitProvider(objectsSplits);
-        RecordDescriptor objectsDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor objScanner = new FileScanOperatorDescriptor(spec, objectsSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { DoubleParserFactory.INSTANCE,
-                        DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE }, '|'), objectsDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, objScanner, NC1_ID);
-
-        int[] fieldPermutation = { 0, 1, 2, 3, 4 };
-        TreeIndexBulkLoadOperatorDescriptor primaryRTreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, primaryRTreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryRTreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), objScanner, 0, primaryRTreeBulkLoad, 0);
-
-        spec.addRoot(primaryRTreeBulkLoad);
-        runTest(spec);
-    }
-
-    @Test
-    public void searchPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        // build tuple
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount);
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        DoubleSerializerDeserializer.INSTANCE.serialize(61.2894, dos);
-        tb.addFieldEndOffset();
-        DoubleSerializerDeserializer.INSTANCE.serialize(-149.624, dos);
-        tb.addFieldEndOffset();
-        DoubleSerializerDeserializer.INSTANCE.serialize(61.8894, dos);
-        tb.addFieldEndOffset();
-        DoubleSerializerDeserializer.INSTANCE.serialize(-149.024, dos);
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { DoubleSerializerDeserializer.INSTANCE,
-                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-                DoubleSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-
-        int[] keyFields = { 0, 1, 2, 3 };
-
-        RTreeSearchOperatorDescriptor primaryRTreeSearchOp = new RTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primaryRTreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, keyFields,
-                dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryRTreeSearchOp, NC1_ID);
-
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryRTreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryRTreeSearchOp, 0, printer, 0);
-
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-
-    @AfterClass
-    public static void cleanup() throws Exception {
-        File primary = new File(primaryFileName);
-        primary.deleteOnExit();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/rtree/RTreePrimaryIndexStatsOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/rtree/RTreePrimaryIndexStatsOperatorTest.java
deleted file mode 100644
index ef2950e..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/rtree/RTreePrimaryIndexStatsOperatorTest.java
+++ /dev/null
@@ -1,193 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.tests.rtree;
-
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-import org.junit.AfterClass;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.DoubleParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexStatsOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrameFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMLeafFrameFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriterFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.test.support.TestIndexRegistryProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class RTreePrimaryIndexStatsOperatorTest extends AbstractIntegrationTest {
-    static {
-        TestStorageManagerComponentHolder.init(8192, 20, 20);
-    }
-
-    private IStorageManagerInterface storageManager = new TestStorageManagerInterface();
-    private IIndexRegistryProvider<IIndex> indexRegistryProvider = new TestIndexRegistryProvider();
-    private IIndexDataflowHelperFactory dataflowHelperFactory;
-
-    private final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final static String sep = System.getProperty("file.separator");
-
-    // field, type and key declarations for primary R-tree index
-    private int primaryFieldCount = 5;
-    private int primaryKeyFieldCount = 4;
-    private ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
-    private IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
-
-    private RTreeTypeAwareTupleWriterFactory primaryTupleWriterFactory = new RTreeTypeAwareTupleWriterFactory(
-            primaryTypeTraits);
-
-    private RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE });
-
-    private ITreeIndexFrameFactory primaryInteriorFrameFactory;
-    private ITreeIndexFrameFactory primaryLeafFrameFactory;
-
-    private static String primaryRTreeName = "primary" + simpleDateFormat.format(new Date());
-    private static String primaryFileName = System.getProperty("java.io.tmpdir") + sep + primaryRTreeName;
-
-    private IFileSplitProvider primaryRTreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryFileName))) });
-
-    private IPrimitiveValueProviderFactory[] primaryValueProviderFactories;
-    
-    @Before
-    public void setup() throws Exception {
-        // field, type and key declarations for primary R-tree index
-        primaryTypeTraits[0] = DoublePointable.TYPE_TRAITS;
-        primaryTypeTraits[1] = DoublePointable.TYPE_TRAITS;
-        primaryTypeTraits[2] = DoublePointable.TYPE_TRAITS;
-        primaryTypeTraits[3] = DoublePointable.TYPE_TRAITS;
-        primaryTypeTraits[4] = DoublePointable.TYPE_TRAITS;
-        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
-        primaryComparatorFactories[1] = primaryComparatorFactories[0];
-        primaryComparatorFactories[2] = primaryComparatorFactories[0];
-        primaryComparatorFactories[3] = primaryComparatorFactories[0];
-
-        primaryValueProviderFactories = RTreeUtils
-                .createPrimitiveValueProviderFactories(primaryComparatorFactories.length, DoublePointable.FACTORY);
-        dataflowHelperFactory = new RTreeDataflowHelperFactory(primaryValueProviderFactories);
-        
-        primaryInteriorFrameFactory = new RTreeNSMInteriorFrameFactory(primaryTupleWriterFactory,
-                primaryValueProviderFactories);
-        primaryLeafFrameFactory = new RTreeNSMLeafFrameFactory(primaryTupleWriterFactory, primaryValueProviderFactories);
-
-        createPrimaryIndex();
-        loadPrimaryIndexTest();
-    }
-
-    public void createPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryRTreeSplitProvider, primaryTypeTraits, primaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadPrimaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] objectsSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/spatial.txt"))) };
-        IFileSplitProvider objectsSplitProvider = new ConstantFileSplitProvider(objectsSplits);
-        RecordDescriptor objectsDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor objScanner = new FileScanOperatorDescriptor(spec, objectsSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { DoubleParserFactory.INSTANCE,
-                        DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE }, '|'), objectsDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, objScanner, NC1_ID);
-
-        int[] fieldPermutation = { 0, 1, 2, 3, 4 };
-        TreeIndexBulkLoadOperatorDescriptor primaryRTreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, primaryRTreeSplitProvider, primaryTypeTraits, primaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryRTreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), objScanner, 0, primaryRTreeBulkLoad, 0);
-
-        spec.addRoot(primaryRTreeBulkLoad);
-        runTest(spec);
-    }
-
-    @Test
-    public void showPrimaryIndexStats() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        TreeIndexStatsOperatorDescriptor primaryStatsOp = new TreeIndexStatsOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryRTreeSplitProvider, 
-                primaryTypeTraits, primaryComparatorFactories, dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryStatsOp, NC1_ID);
-
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryStatsOp, 0, printer, 0);
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-
-    @AfterClass
-    public static void cleanup() throws Exception {
-        File primary = new File(primaryFileName);
-        primary.deleteOnExit();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/rtree/RTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/rtree/RTreeSecondaryIndexSearchOperatorTest.java
deleted file mode 100644
index 030afcf..0000000
--- a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/rtree/RTreeSecondaryIndexSearchOperatorTest.java
+++ /dev/null
@@ -1,320 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.tests.rtree;
-
-import java.io.DataOutput;
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-import org.junit.AfterClass;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.DoubleParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
-import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
-import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.test.support.TestIndexRegistryProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerInterface;
-import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
-
-public class RTreeSecondaryIndexSearchOperatorTest extends AbstractIntegrationTest {
-    static {
-        TestStorageManagerComponentHolder.init(8192, 20, 20);
-    }
-
-    private IStorageManagerInterface storageManager = new TestStorageManagerInterface();
-    private IIndexRegistryProvider<IIndex> indexRegistryProvider = new TestIndexRegistryProvider();
-    private IIndexDataflowHelperFactory dataflowHelperFactory;
-    private IIndexDataflowHelperFactory btreeDataflowHelperFactory = new BTreeDataflowHelperFactory();
-
-    private final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final static String sep = System.getProperty("file.separator");
-
-    // field, type and key declarations for primary B-tree index
-    private int primaryBTreeFieldCount = 10;
-    private ITypeTraits[] primaryBTreeTypeTraits = new ITypeTraits[primaryBTreeFieldCount];
-    private int primaryBTreeKeyFieldCount = 1;
-    private IBinaryComparatorFactory[] primaryBTreeComparatorFactories = new IBinaryComparatorFactory[primaryBTreeKeyFieldCount];
-
-    private static String primaryBTreeName = "primaryBTree" + simpleDateFormat.format(new Date());
-    private static String primaryBTreeFileName = System.getProperty("java.io.tmpdir") + sep + primaryBTreeName;
-
-    private IFileSplitProvider primaryBTreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(primaryBTreeFileName))) });
-
-    private RecordDescriptor primaryBTreeRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, });
-
-    // field, type and key declarations for secondary indexes
-    private int secondaryFieldCount = 5;
-    private ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
-    private int secondaryKeyFieldCount = 4;
-    private IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[secondaryKeyFieldCount];
-
-    private static String secondaryRTreeName = "secondary" + simpleDateFormat.format(new Date());
-    private static String secondaryFileName = System.getProperty("java.io.tmpdir") + sep + secondaryRTreeName;
-
-    private IFileSplitProvider secondaryRTreeSplitProvider = new ConstantFileSplitProvider(
-            new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(secondaryFileName))) });
-
-    private RecordDescriptor secondaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-            UTF8StringSerializerDeserializer.INSTANCE });
-
-    private IPrimitiveValueProviderFactory[] secondaryValueProviderFactories;
-    
-    @Before
-    public void setup() throws Exception {
-        // field, type and key declarations for primary B-tree index
-        primaryBTreeTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
-        primaryBTreeTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
-        primaryBTreeTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
-        primaryBTreeTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
-        primaryBTreeTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
-        primaryBTreeTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
-        primaryBTreeTypeTraits[6] = DoublePointable.TYPE_TRAITS;
-        primaryBTreeTypeTraits[7] = DoublePointable.TYPE_TRAITS;
-        primaryBTreeTypeTraits[8] = DoublePointable.TYPE_TRAITS;
-        primaryBTreeTypeTraits[9] = DoublePointable.TYPE_TRAITS;
-        primaryBTreeComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        // field, type and key declarations for secondary indexes
-        secondaryTypeTraits[0] = DoublePointable.TYPE_TRAITS;
-        secondaryTypeTraits[1] = DoublePointable.TYPE_TRAITS;
-        secondaryTypeTraits[2] = DoublePointable.TYPE_TRAITS;
-        secondaryTypeTraits[3] = DoublePointable.TYPE_TRAITS;
-        secondaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
-        secondaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
-        secondaryComparatorFactories[1] = secondaryComparatorFactories[0];
-        secondaryComparatorFactories[2] = secondaryComparatorFactories[0];
-        secondaryComparatorFactories[3] = secondaryComparatorFactories[0];
-
-        secondaryValueProviderFactories = RTreeUtils
-                .createPrimitiveValueProviderFactories(secondaryComparatorFactories.length, DoublePointable.FACTORY);
-
-        dataflowHelperFactory = new RTreeDataflowHelperFactory(secondaryValueProviderFactories);
-        
-        createPrimaryIndex();
-        loadPrimaryBTreeIndexTest();
-        createSecondaryIndex();
-        loadSecondaryIndexTest();
-    }
-
-    public void createPrimaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, primaryBTreeSplitProvider, primaryBTreeTypeTraits,
-                primaryBTreeComparatorFactories, btreeDataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadPrimaryBTreeIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
-                "data/orders-with-locations.txt"))) };
-        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
-        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-                DoubleSerializerDeserializer.INSTANCE });
-
-        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
-                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
-                        DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE,
-                        DoubleParserFactory.INSTANCE }, '|'), ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
-
-        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
-                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
-                ordersDesc);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
-
-        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7, 9, 10, 11, 12 };
-        TreeIndexBulkLoadOperatorDescriptor primaryBTreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, primaryBTreeSplitProvider, primaryBTreeTypeTraits, primaryBTreeComparatorFactories,
-                fieldPermutation, 0.7f, btreeDataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBTreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBTreeBulkLoad, 0);
-
-        spec.addRoot(primaryBTreeBulkLoad);
-        runTest(spec);
-    }
-
-    public void createSecondaryIndex() throws Exception {
-        JobSpecification spec = new JobSpecification();
-        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
-                indexRegistryProvider, secondaryRTreeSplitProvider, secondaryTypeTraits, secondaryComparatorFactories,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
-        spec.addRoot(primaryCreateOp);
-        runTest(spec);
-    }
-    
-    public void loadSecondaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        // build dummy tuple containing nothing
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryBTreeKeyFieldCount * 2);
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
-                UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-
-        int[] lowKeyFields = null; // - infinity
-        int[] highKeyFields = null; // + infinity
-
-        // scan primary index
-        BTreeSearchOperatorDescriptor primaryBTreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                primaryBTreeRecDesc, storageManager, indexRegistryProvider, primaryBTreeSplitProvider,
-                primaryBTreeTypeTraits, primaryBTreeComparatorFactories, lowKeyFields, highKeyFields, 
-                true, true, btreeDataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBTreeSearchOp, NC1_ID);
-
-        // load secondary index
-        int[] fieldPermutation = { 6, 7, 8, 9, 0 };
-        TreeIndexBulkLoadOperatorDescriptor secondaryRTreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, secondaryRTreeSplitProvider, secondaryTypeTraits, secondaryComparatorFactories, fieldPermutation, 0.7f,
-                dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryRTreeBulkLoad, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBTreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBTreeSearchOp, 0, secondaryRTreeBulkLoad, 0);
-
-        spec.addRoot(secondaryRTreeBulkLoad);
-        runTest(spec);
-    }
-
-    @Test
-    public void searchSecondaryIndexTest() throws Exception {
-        JobSpecification spec = new JobSpecification();
-
-        // build tuple
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        DoubleSerializerDeserializer.INSTANCE.serialize(61.2894, dos);
-        tb.addFieldEndOffset();
-        DoubleSerializerDeserializer.INSTANCE.serialize(-149.624, dos);
-        tb.addFieldEndOffset();
-        DoubleSerializerDeserializer.INSTANCE.serialize(61.8894, dos);
-        tb.addFieldEndOffset();
-        DoubleSerializerDeserializer.INSTANCE.serialize(-149.024, dos);
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { DoubleSerializerDeserializer.INSTANCE,
-                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
-                DoubleSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
-
-        int[] keyFields = { 0, 1, 2, 3 };
-
-        RTreeSearchOperatorDescriptor secondaryRTreeSearchOp = new RTreeSearchOperatorDescriptor(spec,
-                secondaryRecDesc, storageManager, indexRegistryProvider, secondaryRTreeSplitProvider,
-                secondaryTypeTraits, secondaryComparatorFactories, keyFields, dataflowHelperFactory, false, NoOpOperationCallbackProvider.INSTANCE);
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryRTreeSearchOp, NC1_ID);
-
-        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
-                createTempFile().getAbsolutePath()) });
-        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondaryRTreeSearchOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryRTreeSearchOp, 0, printer, 0);
-
-        spec.addRoot(printer);
-        runTest(spec);
-    }
-
-    @AfterClass
-    public static void cleanup() throws Exception {
-        File primaryBTree = new File(primaryBTreeFileName);
-        primaryBTree.deleteOnExit();
-
-        File secondary = new File(secondaryFileName);
-        secondary.deleteOnExit();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/util/ResultSerializerFactoryProvider.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/util/ResultSerializerFactoryProvider.java
new file mode 100644
index 0000000..19c4475
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/util/ResultSerializerFactoryProvider.java
@@ -0,0 +1,76 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.tests.util;
+
+import java.io.DataInputStream;
+import java.io.PrintStream;
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.api.dataflow.value.IResultSerializer;
+import edu.uci.ics.hyracks.api.dataflow.value.IResultSerializerFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public class ResultSerializerFactoryProvider implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    public static final ResultSerializerFactoryProvider INSTANCE = new ResultSerializerFactoryProvider();
+
+    private ResultSerializerFactoryProvider() {
+    }
+
+    public IResultSerializerFactory getResultSerializerFactoryProvider() {
+        return new IResultSerializerFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IResultSerializer createResultSerializer(final RecordDescriptor recordDesc,
+                    final PrintStream printStream) {
+                return new IResultSerializer() {
+                    private static final long serialVersionUID = 1L;
+
+                    ByteBufferInputStream bbis = new ByteBufferInputStream();
+                    DataInputStream di = new DataInputStream(bbis);
+
+                    @Override
+                    public void init() throws HyracksDataException {
+
+                    }
+
+                    @Override
+                    public boolean appendTuple(IFrameTupleAccessor tAccess, int tIdx) throws HyracksDataException {
+                        int start = tAccess.getTupleStartOffset(tIdx) + tAccess.getFieldSlotsLength();
+
+                        bbis.setByteBuffer(tAccess.getBuffer(), start);
+
+                        Object[] record = new Object[recordDesc.getFieldCount()];
+                        for (int i = 0; i < record.length; ++i) {
+                            Object instance = recordDesc.getFields()[i].deserialize(di);
+                            if (i == 0) {
+                                printStream.print(String.valueOf(instance));
+                            } else {
+                                printStream.print(", " + String.valueOf(instance));
+                            }
+                        }
+                        printStream.println();
+                        return true;
+                    }
+                };
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-examples/pom.xml b/hyracks/hyracks-examples/pom.xml
index 8ce8108..541220a 100644
--- a/hyracks/hyracks-examples/pom.xml
+++ b/hyracks/hyracks-examples/pom.xml
@@ -1,15 +1,13 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-examples</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>hyracks-examples</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <modules>
diff --git a/hyracks/hyracks-examples/text-example/pom.xml b/hyracks/hyracks-examples/text-example/pom.xml
index ba8649e..d370f828 100644
--- a/hyracks/hyracks-examples/text-example/pom.xml
+++ b/hyracks/hyracks-examples/text-example/pom.xml
@@ -1,20 +1,18 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples</groupId>
   <artifactId>text-example</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>text-example</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-examples</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <modules>
     <module>texthelper</module>
     <module>textclient</module>
-    <module>textapp</module>
+    <module>textserver</module>
   </modules>
 </project>
diff --git a/hyracks/hyracks-examples/text-example/textapp/pom.xml b/hyracks/hyracks-examples/text-example/textapp/pom.xml
deleted file mode 100644
index 8ac69d8..0000000
--- a/hyracks/hyracks-examples/text-example/textapp/pom.xml
+++ /dev/null
@@ -1,187 +0,0 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples.text</groupId>
-  <artifactId>textapp</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
-  <name>textapp</name>
-
-  <parent>
-    <groupId>edu.uci.ics.hyracks.examples</groupId>
-    <artifactId>text-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <pluginManagement>
-      <plugins>
-        <plugin>
-          <groupId>org.eclipse.m2e</groupId>
-          <artifactId>lifecycle-mapping</artifactId>
-          <version>1.0.0</version>
-          <configuration>
-            <lifecycleMappingMetadata>
-              <pluginExecutions>
-                <pluginExecution>
-                  <pluginExecutionFilter>
-                    <groupId>org.apache.maven.plugins</groupId>
-                    <artifactId>maven-dependency-plugin</artifactId>
-                    <versionRange>[1.0.0,)</versionRange>
-                    <goals>
-                      <goal>copy-dependencies</goal>
-                    </goals>
-                  </pluginExecutionFilter>
-                  <action>
-                    <ignore />
-                  </action>
-                </pluginExecution>
-              </pluginExecutions>
-            </lifecycleMappingMetadata>
-          </configuration>
-        </plugin>
-      </plugins>
-	</pluginManagement>
-  
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-dependency-plugin</artifactId>
-        <executions>
-          <execution>
-            <id>copy-dependencies</id>
-            <phase>package</phase>
-            <goals>
-              <goal>copy-dependencies</goal>
-            </goals>
-            <configuration>
-              <outputDirectory>target/application/lib</outputDirectory>
-            </configuration>
-          </execution>
-        </executions>
-      </plugin>
-      <plugin>
-        <artifactId>maven-assembly-plugin</artifactId>
-        <version>2.2-beta-5</version>
-        <executions>
-          <execution>
-            <configuration>
-              <descriptors>
-                <descriptor>src/main/assembly/app-assembly.xml</descriptor>
-              </descriptors>
-            </configuration>
-            <phase>package</phase>
-            <goals>
-              <goal>attached</goal>
-            </goals>
-          </execution>
-        </executions>
-      </plugin>
-      <plugin>
-      	<groupId>edu.uci.ics.hyracks</groupId>
-      	<artifactId>hyracks-virtualcluster-maven-plugin</artifactId>
-      	<version>0.2.3-SNAPSHOT</version>
-        <configuration>
-          <hyracksServerHome>${basedir}/../../../hyracks-server/target/hyracks-server-${project.version}-binary-assembly</hyracksServerHome>
-          <hyracksCLIHome>${basedir}/../../../hyracks-cli/target/hyracks-cli-${project.version}-binary-assembly</hyracksCLIHome>
-          <jvmOptions>${jvm.extraargs}</jvmOptions>
-        </configuration>
-        <executions>
-          <execution>
-            <id>hyracks-cc-start</id>
-            <phase>pre-integration-test</phase>
-            <goals>
-              <goal>start-cc</goal>
-            </goals>
-          </execution>
-          <execution>
-            <id>hyracks-nc1-start</id>
-            <phase>pre-integration-test</phase>
-            <goals>
-              <goal>start-nc</goal>
-            </goals>
-            <configuration>
-              <nodeId>NC1</nodeId>
-              <dataIpAddress>127.0.0.1</dataIpAddress>
-              <ccHost>localhost</ccHost>
-            </configuration>
-          </execution>
-          <execution>
-            <id>hyracks-nc2-start</id>
-            <phase>pre-integration-test</phase>
-            <goals>
-              <goal>start-nc</goal>
-            </goals>
-            <configuration>
-              <nodeId>NC2</nodeId>
-              <dataIpAddress>127.0.0.1</dataIpAddress>
-              <ccHost>localhost</ccHost>
-            </configuration>
-          </execution>
-          <execution>
-            <id>deploy-app</id>
-            <phase>pre-integration-test</phase>
-            <goals>
-              <goal>deploy-app</goal>
-            </goals>
-            <configuration>
-              <ccHost>localhost</ccHost>
-              <appName>text</appName>
-              <harFile>${project.build.directory}/textapp-${project.version}-app-assembly.zip</harFile>
-            </configuration>
-          </execution>
-          <execution>
-            <id>stop-services</id>
-            <phase>post-integration-test</phase>
-            <goals>
-              <goal>stop-services</goal>
-            </goals>
-          </execution>
-        </executions>
-      </plugin>
-      <plugin>
-      	<groupId>org.apache.maven.plugins</groupId>
-      	<artifactId>maven-compiler-plugin</artifactId>
-      	<version>2.0.2</version>
-        <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
-        </configuration>
-      </plugin>
-      <plugin>
-      	<groupId>org.apache.maven.plugins</groupId>
-      	<artifactId>maven-failsafe-plugin</artifactId>
-      	<version>2.8.1</version>
-      	<executions>
-      	  <execution>
-      	    <id>it</id>
-      	    <phase>integration-test</phase>
-      	    <goals>
-      	      <goal>integration-test</goal>
-      	    </goals>
-      	  </execution>
-      	</executions>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks.examples.text</groupId>
-  		<artifactId>texthelper</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks.examples.text</groupId>
-  		<artifactId>textclient</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>junit</groupId>
-  		<artifactId>junit</artifactId>
-  		<version>4.8.2</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>
-  </dependencies>
-</project>
diff --git a/hyracks/hyracks-examples/text-example/textapp/src/main/assembly/app-assembly.xml b/hyracks/hyracks-examples/text-example/textapp/src/main/assembly/app-assembly.xml
deleted file mode 100644
index 43ace6c..0000000
--- a/hyracks/hyracks-examples/text-example/textapp/src/main/assembly/app-assembly.xml
+++ /dev/null
@@ -1,13 +0,0 @@
-<assembly>
-  <id>app-assembly</id>
-  <formats>
-    <format>zip</format>
-  </formats>
-  <includeBaseDirectory>false</includeBaseDirectory>
-  <fileSets>
-    <fileSet>
-      <directory>target/application/lib</directory>
-      <outputDirectory>lib</outputDirectory>
-    </fileSet>
-  </fileSets>
-</assembly>
diff --git a/hyracks/hyracks-examples/text-example/textapp/src/test/java/edu/uci/ics/hyracks/examples/text/test/WordCountIT.java b/hyracks/hyracks-examples/text-example/textapp/src/test/java/edu/uci/ics/hyracks/examples/text/test/WordCountIT.java
deleted file mode 100644
index 9659288..0000000
--- a/hyracks/hyracks-examples/text-example/textapp/src/test/java/edu/uci/ics/hyracks/examples/text/test/WordCountIT.java
+++ /dev/null
@@ -1,25 +0,0 @@
-package edu.uci.ics.hyracks.examples.text.test;
-
-import java.io.File;
-
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.examples.text.client.WordCountMain;
-
-public class WordCountIT {
-    @Test
-    public void runWordCount() throws Exception {
-        WordCountMain.main(new String[] { "-host", "localhost", "-infile-splits", getInfileSplits(), "-outfile-splits",
-                getOutfileSplits(), "-algo", "-hash", "-app", "text" });
-    }
-
-    private String getInfileSplits() {
-        return "NC1:" + new File("data/file1.txt").getAbsolutePath() + ",NC2:"
-                + new File("data/file2.txt").getAbsolutePath();
-    }
-
-    private String getOutfileSplits() {
-        return "NC1:" + new File("target/wc1.txt").getAbsolutePath() + ",NC2:"
-                + new File("target/wc2.txt").getAbsolutePath();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/text-example/textclient/pom.xml b/hyracks/hyracks-examples/text-example/textclient/pom.xml
index 901f1fb2..1e213a3 100644
--- a/hyracks/hyracks-examples/text-example/textclient/pom.xml
+++ b/hyracks/hyracks-examples/text-example/textclient/pom.xml
@@ -1,27 +1,25 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples.text</groupId>
   <artifactId>textclient</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>textclient</name>
 
   <parent>
-    <groupId>edu.uci.ics.hyracks.examples</groupId>
+    <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>text-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <dependencies>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
-  		<groupId>edu.uci.ics.hyracks.examples.text</groupId>
+  		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>texthelper</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
@@ -33,8 +31,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
       <plugin>
diff --git a/hyracks/hyracks-examples/text-example/textclient/src/main/java/edu/uci/ics/hyracks/examples/text/client/ExternalGroupClient.java b/hyracks/hyracks-examples/text-example/textclient/src/main/java/edu/uci/ics/hyracks/examples/text/client/ExternalGroupClient.java
index 943f232..18813a7 100644
--- a/hyracks/hyracks-examples/text-example/textclient/src/main/java/edu/uci/ics/hyracks/examples/text/client/ExternalGroupClient.java
+++ b/hyracks/hyracks-examples/text-example/textclient/src/main/java/edu/uci/ics/hyracks/examples/text/client/ExternalGroupClient.java
@@ -74,9 +74,6 @@
         @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
         public int port = 1098;
 
-        @Option(name = "-app", usage = "Hyracks Application name", required = true)
-        public String app;
-
         @Option(name = "-infile-splits", usage = "Comma separated list of file-splits for the input. A file-split is <node-name>:<path>", required = true)
         public String inFileSplits;
 
@@ -122,7 +119,7 @@
 
             System.out.print(i + "\t" + (System.currentTimeMillis() - start));
             start = System.currentTimeMillis();
-            JobId jobId = hcc.startJob(options.app, job);
+            JobId jobId = hcc.startJob(job);
             hcc.waitForCompletion(jobId);
             System.out.println("\t" + (System.currentTimeMillis() - start));
         }
diff --git a/hyracks/hyracks-examples/text-example/textclient/src/main/java/edu/uci/ics/hyracks/examples/text/client/WordCountMain.java b/hyracks/hyracks-examples/text-example/textclient/src/main/java/edu/uci/ics/hyracks/examples/text/client/WordCountMain.java
index 31019ab..5b6fad9 100644
--- a/hyracks/hyracks-examples/text-example/textclient/src/main/java/edu/uci/ics/hyracks/examples/text/client/WordCountMain.java
+++ b/hyracks/hyracks-examples/text-example/textclient/src/main/java/edu/uci/ics/hyracks/examples/text/client/WordCountMain.java
@@ -65,9 +65,6 @@
         @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
         public int port = 1098;
 
-        @Option(name = "-app", usage = "Hyracks Application name", required = true)
-        public String app;
-
         @Option(name = "-infile-splits", usage = "Comma separated list of file-splits for the input. A file-split is <node-name>:<path>", required = true)
         public String inFileSplits;
 
@@ -101,8 +98,8 @@
                 options.algo, options.htSize, options.sbSize, options.format);
 
         long start = System.currentTimeMillis();
-        JobId jobId = hcc.startJob(options.app, job, options.runtimeProfiling ? EnumSet.of(JobFlag.PROFILE_RUNTIME)
-                : EnumSet.noneOf(JobFlag.class));
+        JobId jobId = hcc.startJob(job,
+                options.runtimeProfiling ? EnumSet.of(JobFlag.PROFILE_RUNTIME) : EnumSet.noneOf(JobFlag.class));
         hcc.waitForCompletion(jobId);
         long end = System.currentTimeMillis();
         System.err.println(start + " " + end + " " + (end - start));
diff --git a/hyracks/hyracks-examples/text-example/texthelper/pom.xml b/hyracks/hyracks-examples/text-example/texthelper/pom.xml
index 8e32c8c..2adb892 100644
--- a/hyracks/hyracks-examples/text-example/texthelper/pom.xml
+++ b/hyracks/hyracks-examples/text-example/texthelper/pom.xml
@@ -1,32 +1,31 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples.text</groupId>
   <artifactId>texthelper</artifactId>
   <name>texthelper</name>
 
   <parent>
-    <groupId>edu.uci.ics.hyracks.examples</groupId>
+    <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>text-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <dependencies>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-data-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   	</dependency>
   </dependencies>
   <build>
@@ -36,8 +35,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
diff --git a/hyracks/hyracks-examples/text-example/textapp/data/file1.txt b/hyracks/hyracks-examples/text-example/textserver/data/file1.txt
similarity index 100%
rename from hyracks/hyracks-examples/text-example/textapp/data/file1.txt
rename to hyracks/hyracks-examples/text-example/textserver/data/file1.txt
diff --git a/hyracks/hyracks-examples/text-example/textapp/data/file2.txt b/hyracks/hyracks-examples/text-example/textserver/data/file2.txt
similarity index 100%
rename from hyracks/hyracks-examples/text-example/textapp/data/file2.txt
rename to hyracks/hyracks-examples/text-example/textserver/data/file2.txt
diff --git a/hyracks/hyracks-examples/text-example/textserver/pom.xml b/hyracks/hyracks-examples/text-example/textserver/pom.xml
new file mode 100644
index 0000000..79d9ab0
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textserver/pom.xml
@@ -0,0 +1,169 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>edu.uci.ics.hyracks.examples.text</groupId>
+  <artifactId>textserver</artifactId>
+  <name>textserver</name>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>text-example</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>edu.uci.ics.hyracks.control.cc.CCDriver</mainClass>
+                  <name>hyrackscc</name>
+                </program>
+                <program>
+                  <mainClass>edu.uci.ics.hyracks.control.nc.NCDriver</mainClass>
+                  <name>hyracksnc</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <artifactId>maven-assembly-plugin</artifactId>
+        <version>2.2-beta-5</version>
+        <executions>
+          <execution>
+            <configuration>
+              <descriptors>
+                <descriptor>src/main/assembly/binary-assembly.xml</descriptor>
+              </descriptors>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>attached</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+      	<groupId>edu.uci.ics.hyracks</groupId>
+      	<artifactId>hyracks-virtualcluster-maven-plugin</artifactId>
+      	<version>0.2.4-SNAPSHOT</version>
+        <configuration>
+          <hyracksServerHome>${basedir}/target/textserver-${project.version}-binary-assembly</hyracksServerHome>
+          <jvmOptions>${jvm.extraargs}</jvmOptions>
+        </configuration>
+        <executions>
+          <execution>
+            <id>hyracks-cc-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-cc</goal>
+            </goals>
+          </execution>
+          <execution>
+            <id>hyracks-nc1-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-nc</goal>
+            </goals>
+            <configuration>
+              <nodeId>NC1</nodeId>
+              <dataIpAddress>127.0.0.1</dataIpAddress>
+              <ccHost>localhost</ccHost>
+            </configuration>
+          </execution>
+          <execution>
+            <id>hyracks-nc2-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-nc</goal>
+            </goals>
+            <configuration>
+              <nodeId>NC2</nodeId>
+              <dataIpAddress>127.0.0.1</dataIpAddress>
+              <ccHost>localhost</ccHost>
+            </configuration>
+          </execution>
+          <execution>
+            <id>stop-services</id>
+            <phase>post-integration-test</phase>
+            <goals>
+              <goal>stop-services</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+      	<groupId>org.apache.maven.plugins</groupId>
+      	<artifactId>maven-compiler-plugin</artifactId>
+      	<version>2.0.2</version>
+        <configuration>
+          <source>1.6</source>
+          <target>1.6</target>
+        </configuration>
+      </plugin>
+      <plugin>
+      	<groupId>org.apache.maven.plugins</groupId>
+      	<artifactId>maven-failsafe-plugin</artifactId>
+      	<version>2.8.1</version>
+      	<executions>
+      	  <execution>
+      	    <id>it</id>
+      	    <phase>integration-test</phase>
+      	    <goals>
+      	      <goal>integration-test</goal>
+      	    </goals>
+      	  </execution>
+      	</executions>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>texthelper</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-control-cc</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-control-nc</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>textclient</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>test</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>junit</groupId>
+  		<artifactId>junit</artifactId>
+  		<version>4.8.2</version>
+  		<type>jar</type>
+  		<scope>test</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-examples/text-example/textserver/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/text-example/textserver/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..cd598d9
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textserver/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,23 @@
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>docs</directory>
+      <outputDirectory>docs</outputDirectory>
+    </fileSet>
+  </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-examples/text-example/textserver/src/test/java/edu/uci/ics/hyracks/examples/text/test/WordCountIT.java b/hyracks/hyracks-examples/text-example/textserver/src/test/java/edu/uci/ics/hyracks/examples/text/test/WordCountIT.java
new file mode 100644
index 0000000..76af72d
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textserver/src/test/java/edu/uci/ics/hyracks/examples/text/test/WordCountIT.java
@@ -0,0 +1,25 @@
+package edu.uci.ics.hyracks.examples.text.test;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.examples.text.client.WordCountMain;
+
+public class WordCountIT {
+    @Test
+    public void runWordCount() throws Exception {
+        WordCountMain.main(new String[] { "-host", "localhost", "-infile-splits", getInfileSplits(), "-outfile-splits",
+                getOutfileSplits(), "-algo", "-hash" });
+    }
+
+    private String getInfileSplits() {
+        return "NC1:" + new File("data/file1.txt").getAbsolutePath() + ",NC2:"
+                + new File("data/file2.txt").getAbsolutePath();
+    }
+
+    private String getOutfileSplits() {
+        return "NC1:" + new File("target/wc1.txt").getAbsolutePath() + ",NC2:"
+                + new File("target/wc2.txt").getAbsolutePath();
+    }
+}
diff --git a/hyracks/hyracks-examples/tpch-example/pom.xml b/hyracks/hyracks-examples/tpch-example/pom.xml
index b237c9b..2ec15d8 100644
--- a/hyracks/hyracks-examples/tpch-example/pom.xml
+++ b/hyracks/hyracks-examples/tpch-example/pom.xml
@@ -1,19 +1,17 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples</groupId>
   <artifactId>tpch-example</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>tpch-example</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-examples</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <modules>
     <module>tpchclient</module>
-    <module>tpchapp</module>
+    <module>tpchserver</module>
   </modules>
 </project>
diff --git a/hyracks/hyracks-examples/tpch-example/tpchapp/pom.xml b/hyracks/hyracks-examples/tpch-example/tpchapp/pom.xml
deleted file mode 100644
index 76eb257..0000000
--- a/hyracks/hyracks-examples/tpch-example/tpchapp/pom.xml
+++ /dev/null
@@ -1,91 +0,0 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples.tpch</groupId>
-  <artifactId>tpchapp</artifactId>
-  <name>tpchapp</name>
-  <parent>
-    <groupId>edu.uci.ics.hyracks.examples</groupId>
-    <artifactId>tpch-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <pluginManagement>
-      <plugins>
-        <plugin>
-          <groupId>org.eclipse.m2e</groupId>
-          <artifactId>lifecycle-mapping</artifactId>
-          <version>1.0.0</version>
-          <configuration>
-            <lifecycleMappingMetadata>
-              <pluginExecutions>
-                <pluginExecution>
-                  <pluginExecutionFilter>
-                    <groupId>org.apache.maven.plugins</groupId>
-                    <artifactId>maven-dependency-plugin</artifactId>
-                    <versionRange>[1.0.0,)</versionRange>
-                    <goals>
-                      <goal>copy-dependencies</goal>
-                    </goals>
-                  </pluginExecutionFilter>
-                  <action>
-                    <ignore />
-                  </action>
-                </pluginExecution>
-              </pluginExecutions>
-            </lifecycleMappingMetadata>
-          </configuration>
-        </plugin>
-      </plugins>
-	</pluginManagement>
-  
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-dependency-plugin</artifactId>
-        <executions>
-          <execution>
-            <id>copy-dependencies</id>
-            <phase>package</phase>
-            <goals>
-              <goal>copy-dependencies</goal>
-            </goals>
-            <configuration>
-              <outputDirectory>target/application/lib</outputDirectory>
-            </configuration>
-          </execution>
-        </executions>
-      </plugin>
-      <plugin>
-        <artifactId>maven-assembly-plugin</artifactId>
-        <version>2.2-beta-5</version>
-        <executions>
-          <execution>
-            <configuration>
-              <descriptors>
-                <descriptor>src/main/assembly/app-assembly.xml</descriptor>
-              </descriptors>
-            </configuration>
-            <phase>package</phase>
-            <goals>
-              <goal>attached</goal>
-            </goals>
-          </execution>
-        </executions>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-    <dependency>
-        <groupId>edu.uci.ics.hyracks</groupId>
-        <artifactId>hyracks-dataflow-std</artifactId>
-        <version>0.2.3-SNAPSHOT</version>
-        <scope>compile</scope>
-    </dependency>
-    <dependency>
-    	<groupId>edu.uci.ics.hyracks</groupId>
-    	<artifactId>hyracks-data-std</artifactId>
-    	<version>0.2.3-SNAPSHOT</version>
-    </dependency>
-  </dependencies>
-</project>
diff --git a/hyracks/hyracks-examples/tpch-example/tpchapp/src/main/assembly/app-assembly.xml b/hyracks/hyracks-examples/tpch-example/tpchapp/src/main/assembly/app-assembly.xml
deleted file mode 100644
index 43ace6c..0000000
--- a/hyracks/hyracks-examples/tpch-example/tpchapp/src/main/assembly/app-assembly.xml
+++ /dev/null
@@ -1,13 +0,0 @@
-<assembly>
-  <id>app-assembly</id>
-  <formats>
-    <format>zip</format>
-  </formats>
-  <includeBaseDirectory>false</includeBaseDirectory>
-  <fileSets>
-    <fileSet>
-      <directory>target/application/lib</directory>
-      <outputDirectory>lib</outputDirectory>
-    </fileSet>
-  </fileSets>
-</assembly>
diff --git a/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml b/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml
index 6b3f603..486ed70 100644
--- a/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml
+++ b/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml
@@ -1,25 +1,24 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks.examples.tpch</groupId>
   <artifactId>tpchclient</artifactId>
   <name>tpchclient</name>
   <parent>
-    <groupId>edu.uci.ics.hyracks.examples</groupId>
+    <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>tpch-example</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <dependencies>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-data-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   	</dependency>
   </dependencies>
   <build>
@@ -29,8 +28,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
       <plugin>
diff --git a/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/edu/uci/ics/hyracks/examples/tpch/client/Main.java b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/edu/uci/ics/hyracks/examples/tpch/client/Main.java
index 0ad0ff0..6df9ff8 100644
--- a/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/edu/uci/ics/hyracks/examples/tpch/client/Main.java
+++ b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/edu/uci/ics/hyracks/examples/tpch/client/Main.java
@@ -72,9 +72,6 @@
         @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)", required = false)
         public int port = 1098;
 
-        @Option(name = "-app", usage = "Hyracks Application name", required = true)
-        public String app;
-
         @Option(name = "-infile-customer-splits", usage = "Comma separated list of file-splits for the CUSTOMER input. A file-split is <node-name>:<path>", required = true)
         public String inFileCustomerSplits;
 
@@ -127,7 +124,7 @@
                 options.graceFactor, options.memSize, options.tableSize, options.hasGroupBy);
 
         long start = System.currentTimeMillis();
-        JobId jobId = hcc.startJob(options.app, job,
+        JobId jobId = hcc.startJob(job,
                 options.profile ? EnumSet.of(JobFlag.PROFILE_RUNTIME) : EnumSet.noneOf(JobFlag.class));
         hcc.waitForCompletion(jobId);
         long end = System.currentTimeMillis();
diff --git a/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml b/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml
new file mode 100644
index 0000000..3ec713a
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml
@@ -0,0 +1,88 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>edu.uci.ics.hyracks.examples.tpch</groupId>
+  <artifactId>tpchserver</artifactId>
+  <name>tpchserver</name>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>tpch-example</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>edu.uci.ics.hyracks.control.cc.CCDriver</mainClass>
+                  <name>hyrackscc</name>
+                </program>
+                <program>
+                  <mainClass>edu.uci.ics.hyracks.control.nc.NCDriver</mainClass>
+                  <name>hyracksnc</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <artifactId>maven-assembly-plugin</artifactId>
+        <version>2.2-beta-5</version>
+        <executions>
+          <execution>
+            <configuration>
+              <descriptors>
+                <descriptor>src/main/assembly/binary-assembly.xml</descriptor>
+              </descriptors>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>attached</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+    <dependency>
+        <groupId>edu.uci.ics.hyracks</groupId>
+        <artifactId>hyracks-dataflow-std</artifactId>
+        <version>0.2.4-SNAPSHOT</version>
+        <scope>compile</scope>
+    </dependency>
+    <dependency>
+    	<groupId>edu.uci.ics.hyracks</groupId>
+    	<artifactId>hyracks-data-std</artifactId>
+    	<version>0.2.4-SNAPSHOT</version>
+    </dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-control-cc</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-control-nc</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..cd598d9
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,23 @@
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>docs</directory>
+      <outputDirectory>docs</outputDirectory>
+    </fileSet>
+  </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-hadoop-compat/pom.xml b/hyracks/hyracks-hadoop-compat/pom.xml
index 3426293..7a77086 100644
--- a/hyracks/hyracks-hadoop-compat/pom.xml
+++ b/hyracks/hyracks-hadoop-compat/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-hadoop-compat</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-hadoop-compat</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
       <plugin>
@@ -81,7 +80,7 @@
     <dependency>
     	<groupId>edu.uci.ics.hyracks</groupId>
     	<artifactId>hyracks-dataflow-hadoop</artifactId>
-    	<version>0.2.3-SNAPSHOT</version>
+    	<version>0.2.4-SNAPSHOT</version>
     	<type>jar</type>
     	<scope>compile</scope>
     </dependency>
diff --git a/hyracks/hyracks-hadoop-compat/src/main/java/edu/uci/ics/hyracks/hadoop/compat/client/HyracksClient.java b/hyracks/hyracks-hadoop-compat/src/main/java/edu/uci/ics/hyracks/hadoop/compat/client/HyracksClient.java
index dfd229a..89cc1e5 100644
--- a/hyracks/hyracks-hadoop-compat/src/main/java/edu/uci/ics/hyracks/hadoop/compat/client/HyracksClient.java
+++ b/hyracks/hyracks-hadoop-compat/src/main/java/edu/uci/ics/hyracks/hadoop/compat/client/HyracksClient.java
@@ -40,35 +40,19 @@
         initialize(properties);
     }
 
-    private Set<String> getRequiredLibs(Set<String> userLibs) {
-        Set<String> requiredLibs = new HashSet<String>();
-        for (String systemLib : systemLibs) {
-            requiredLibs.add(systemLib);
-        }
-        for (String userLib : userLibs) {
-            requiredLibs.add(userLib);
-        }
-        return requiredLibs;
-    }
-
     public JobStatus getJobStatus(JobId jobId) throws Exception {
         return connection.getJobStatus(jobId);
     }
 
-    private void createApplication(String applicationName, Set<String> userLibs) throws Exception {
-        connection.createApplication(applicationName,
-                Utilities.getHyracksArchive(applicationName, getRequiredLibs(userLibs)));
-    }
-
     public HyracksRunningJob submitJob(String applicationName, JobSpecification spec) throws Exception {
         String jobProfilingVal = System.getenv(jobProfilingKey);
         boolean doProfiling = ("true".equalsIgnoreCase(jobProfilingVal));
         JobId jobId;
         if (doProfiling) {
             System.out.println("PROFILING");
-            jobId = connection.startJob(applicationName, spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+            jobId = connection.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
         } else {
-            jobId = connection.startJob(applicationName, spec);
+            jobId = connection.startJob(spec);
         }
         HyracksRunningJob runningJob = new HyracksRunningJob(jobId, spec, this);
         return runningJob;
@@ -76,7 +60,6 @@
 
     public HyracksRunningJob submitJob(String applicationName, JobSpecification spec, Set<String> userLibs)
             throws Exception {
-        createApplication(applicationName, userLibs);
         return submitJob(applicationName, spec);
     }
 
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-0.20.2/pom.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-0.20.2/pom.xml
new file mode 100644
index 0000000..c708b0d
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-0.20.2/pom.xml
@@ -0,0 +1,106 @@
+<?xml version="1.0"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-hdfs-0.20.2</artifactId>
+	<name>hyracks-hdfs-0.20.2</name>
+	<parent>
+		<artifactId>hyracks-hdfs</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-surefire-plugin</artifactId>
+				<version>2.7.2</version>
+				<configuration>
+					<forkMode>pertest</forkMode>
+					<includes>
+						<include>**/*TestSuite.java</include>
+						<include>**/*Test.java</include>
+					</includes>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
+	<profiles>
+		<profile>
+			<activation>
+				<activeByDefault>true</activeByDefault>
+			</activation>
+			<id>hadoop-0.20.2</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-core</artifactId>
+					<version>0.20.2</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-test</artifactId>
+					<version>0.20.2</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>1.0.4</value>
+				</property>
+			</activation>
+			<id>hadoop-1.0.4</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-core</artifactId>
+					<version>1.0.4</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<version>1.0.4</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-test</artifactId>
+					<version>1.0.4</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+	</profiles>
+
+	<dependencies>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-api</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+	</dependencies>
+</project>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-0.20.2/src/main/java/edu/uci/ics/hyracks/hdfs/ContextFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-0.20.2/src/main/java/edu/uci/ics/hyracks/hdfs/ContextFactory.java
new file mode 100644
index 0000000..16ce76b
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-0.20.2/src/main/java/edu/uci/ics/hyracks/hdfs/ContextFactory.java
@@ -0,0 +1,39 @@
+package edu.uci.ics.hyracks.hdfs;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.mapreduce.JobContext;
+import org.apache.hadoop.mapreduce.JobID;
+import org.apache.hadoop.mapreduce.Mapper;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * The wrapper to generate TaskTattemptContext
+ */
+public class ContextFactory {
+
+    @SuppressWarnings({ "unchecked", "rawtypes" })
+    public TaskAttemptContext createContext(Configuration conf, TaskAttemptID tid) throws HyracksDataException {
+        try {
+            return new Mapper().new Context(conf, tid, null, null, null, null, null);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public TaskAttemptContext createContext(Configuration conf, int partition) throws HyracksDataException {
+        try {
+            TaskAttemptID tid = new TaskAttemptID("", 0, true, partition, 0);
+            return new TaskAttemptContext(conf, tid);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public JobContext createJobContext(Configuration conf) {
+        return new JobContext(conf, new JobID("0", 0));
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-0.20.2/src/main/java/edu/uci/ics/hyracks/hdfs/MiniDFSClusterFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-0.20.2/src/main/java/edu/uci/ics/hyracks/hdfs/MiniDFSClusterFactory.java
new file mode 100644
index 0000000..9133d35
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-0.20.2/src/main/java/edu/uci/ics/hyracks/hdfs/MiniDFSClusterFactory.java
@@ -0,0 +1,17 @@
+package edu.uci.ics.hyracks.hdfs;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public class MiniDFSClusterFactory {
+
+    public MiniDFSCluster getMiniDFSCluster(Configuration conf, int numberOfNC) throws HyracksDataException {
+        try {
+            return new MiniDFSCluster(conf, numberOfNC, true, null);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-0.23.1/pom.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-0.23.1/pom.xml
new file mode 100644
index 0000000..9f96ac1
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-0.23.1/pom.xml
@@ -0,0 +1,217 @@
+<?xml version="1.0"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-hdfs-0.23.1</artifactId>
+	<name>hyracks-hdfs-0.23.1</name>
+	<parent>
+		<artifactId>hyracks-hdfs</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-surefire-plugin</artifactId>
+				<version>2.7.2</version>
+				<configuration>
+					<forkMode>pertest</forkMode>
+					<includes>
+						<include>**/*TestSuite.java</include>
+						<include>**/*Test.java</include>
+					</includes>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
+	<profiles>
+		<profile>
+			<activation>
+				<activeByDefault>true</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>0.23.1</value>
+				</property>
+			</activation>
+			<id>hadoop-0.23.1</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-common</artifactId>
+					<version>0.23.1</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-mapreduce-client-core</artifactId>
+					<version>0.23.1</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-hdfs</artifactId>
+					<version>0.23.1</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<version>0.23.1</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<id>hadoop-0.23.6</id>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>0.23.6</value>
+				</property>
+			</activation>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-common</artifactId>
+					<version>0.23.6</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-mapreduce-client-core</artifactId>
+					<version>0.23.6</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-hdfs</artifactId>
+					<version>0.23.6</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<version>0.23.6</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>cdh-4.2</value>
+				</property>
+			</activation>
+			<id>cdh-4.2</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-common</artifactId>
+					<version>2.0.0-cdh4.2.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-mapreduce-client-core</artifactId>
+					<version>2.0.0-cdh4.2.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-hdfs</artifactId>
+					<version>2.0.0-cdh4.2.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<version>2.0.0-cdh4.2.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>cdh-4.1</value>
+				</property>
+			</activation>
+			<id>cdh-4.1</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-common</artifactId>
+					<version>2.0.0-cdh4.1.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-mapreduce-client-core</artifactId>
+					<version>2.0.0-cdh4.1.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-hdfs</artifactId>
+					<version>2.0.0-cdh4.1.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<version>2.0.0-cdh4.1.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+	</profiles>
+
+	<dependencies>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-api</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+	</dependencies>
+
+	<repositories>
+		<repository>
+			<id>cloudera</id>
+			<url>https://repository.cloudera.com/artifactory/cloudera-repos/</url>
+		</repository>
+	</repositories>
+</project>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-0.23.1/src/main/java/edu/uci/ics/hyracks/hdfs/ContextFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-0.23.1/src/main/java/edu/uci/ics/hyracks/hdfs/ContextFactory.java
new file mode 100644
index 0000000..ddcce64
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-0.23.1/src/main/java/edu/uci/ics/hyracks/hdfs/ContextFactory.java
@@ -0,0 +1,40 @@
+package edu.uci.ics.hyracks.hdfs;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.mapreduce.JobContext;
+import org.apache.hadoop.mapreduce.JobID;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+import org.apache.hadoop.mapreduce.TaskType;
+import org.apache.hadoop.mapreduce.task.JobContextImpl;
+import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * The wrapper to generate TaskTattemptContext
+ */
+public class ContextFactory {
+
+    public TaskAttemptContext createContext(Configuration conf, TaskAttemptID tid) throws HyracksDataException {
+        try {
+            return new TaskAttemptContextImpl(conf, tid);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public TaskAttemptContext createContext(Configuration conf, int partition) throws HyracksDataException {
+        try {
+            TaskAttemptID tid = new TaskAttemptID("", 0, TaskType.REDUCE, partition, 0);
+            return new TaskAttemptContextImpl(conf, tid);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public JobContext createJobContext(Configuration conf) {
+        return new JobContextImpl(conf, new JobID("0", 0));
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-0.23.1/src/main/java/edu/uci/ics/hyracks/hdfs/MiniDFSClusterFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-0.23.1/src/main/java/edu/uci/ics/hyracks/hdfs/MiniDFSClusterFactory.java
new file mode 100644
index 0000000..ded75f1
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-0.23.1/src/main/java/edu/uci/ics/hyracks/hdfs/MiniDFSClusterFactory.java
@@ -0,0 +1,20 @@
+package edu.uci.ics.hyracks.hdfs;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public class MiniDFSClusterFactory {
+
+    public MiniDFSCluster getMiniDFSCluster(Configuration conf, int numberOfNC) throws HyracksDataException {
+        try {
+            MiniDFSCluster.Builder builder = new MiniDFSCluster.Builder(conf);
+            builder.numDataNodes(numberOfNC);
+            MiniDFSCluster dfsCluster = builder.build();
+            return dfsCluster;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/pom.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/pom.xml
new file mode 100644
index 0000000..2a4b0d1
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/pom.xml
@@ -0,0 +1,215 @@
+<?xml version="1.0"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-hdfs-core</artifactId>
+	<name>hyracks-hdfs-core</name>
+	<parent>
+		<artifactId>hyracks-hdfs</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-surefire-plugin</artifactId>
+				<version>2.7.2</version>
+				<configuration>
+					<forkMode>pertest</forkMode>
+					<includes>
+						<include>**/*TestSuite.java</include>
+						<include>**/*Test.java</include>
+					</includes>
+				</configuration>
+			</plugin>
+			<plugin>
+				<artifactId>maven-clean-plugin</artifactId>
+				<version>2.5</version>
+				<configuration>
+					<filesets>
+						<fileset>
+							<directory>.</directory>
+							<includes>
+								<include>edu*</include>
+								<include>actual*</include>
+								<include>build*</include>
+								<include>expect*</include>
+								<include>ClusterController*</include>
+								<include>edu.uci.*</include>
+							</includes>
+						</fileset>
+					</filesets>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
+	<profiles>
+		<profile>
+			<activation>
+				<activeByDefault>true</activeByDefault>
+			</activation>
+			<id>hadoop-0.20.2</id>
+			<dependencies>
+				<dependency>
+					<groupId>edu.uci.ics.hyracks</groupId>
+					<artifactId>hyracks-hdfs-0.20.2</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>1.0.4</value>
+				</property>
+			</activation>
+			<id>hadoop-1.0.4</id>
+			<dependencies>
+				<dependency>
+					<groupId>edu.uci.ics.hyracks</groupId>
+					<artifactId>hyracks-hdfs-0.20.2</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>0.23.1</value>
+				</property>
+			</activation>
+			<id>hadoop-0.23.1</id>
+			<dependencies>
+				<dependency>
+					<groupId>edu.uci.ics.hyracks</groupId>
+					<artifactId>hyracks-hdfs-0.23.1</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>0.23.6</value>
+				</property>
+			</activation>
+			<id>hadoop-0.23.6</id>
+			<dependencies>
+				<dependency>
+					<groupId>edu.uci.ics.hyracks</groupId>
+					<artifactId>hyracks-hdfs-0.23.1</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>cdh-4.1</value>
+				</property>
+			</activation>
+			<id>cdh-4.1</id>
+			<dependencies>
+				<dependency>
+					<groupId>edu.uci.ics.hyracks</groupId>
+					<artifactId>hyracks-hdfs-0.23.1</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>cdh-4.2</value>
+				</property>
+			</activation>
+			<id>cdh-4.2</id>
+			<dependencies>
+				<dependency>
+					<groupId>edu.uci.ics.hyracks</groupId>
+					<artifactId>hyracks-hdfs-0.23.1</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+	</profiles>
+
+	<dependencies>
+		<dependency>
+			<groupId>junit</groupId>
+			<artifactId>junit</artifactId>
+			<version>3.8.1</version>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-api</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-dataflow-std</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-dataflow-common</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-control-cc</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-control-nc</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.commons</groupId>
+			<artifactId>commons-io</artifactId>
+			<version>1.3.2</version>
+			<scope>test</scope>
+		</dependency>
+	</dependencies>
+</project>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParser.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParser.java
new file mode 100644
index 0000000..5d35ec5
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParser.java
@@ -0,0 +1,63 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.api;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Users need to implement this interface to use the HDFSReadOperatorDescriptor.
+ * 
+ * @param <K>
+ *            the key type
+ * @param <V>
+ *            the value type
+ */
+public interface IKeyValueParser<K, V> {
+
+    /**
+     * Initialize the key value parser.
+     * 
+     * @param writer
+     *            The hyracks writer for outputting data.
+     * @throws HyracksDataException
+     */
+    public void open(IFrameWriter writer) throws HyracksDataException;
+
+    /**
+     * Parse a key-value pair returned by HDFS record reader to a tuple.
+     * when the parsers' internal buffer is full, it can flush the buffer to the writer
+     * 
+     * @param key
+     *            The key returned from Hadoop's InputReader.
+     * @param value
+     *            The value returned from Hadoop's InputReader.
+     * @param writer
+     *            The hyracks writer for outputting data.
+     * @throws HyracksDataException
+     */
+    public void parse(K key, V value, IFrameWriter writer) throws HyracksDataException;
+
+    /**
+     * Flush the residual tuples in the internal buffer to the writer.
+     * This method is called in the close() of HDFSReadOperatorDescriptor.
+     * 
+     * @param writer
+     *            The hyracks writer for outputting data.
+     * @throws HyracksDataException
+     */
+    public void close(IFrameWriter writer) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParserFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParserFactory.java
new file mode 100644
index 0000000..7d6f868
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParserFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.api;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Users need to implement this interface to use the HDFSReadOperatorDescriptor.
+ * 
+ * @param <K>
+ *            the key type
+ * @param <V>
+ *            the value type
+ */
+public interface IKeyValueParserFactory<K, V> extends Serializable {
+
+    /**
+     * This method creates a key-value parser.
+     * 
+     * @param ctx
+     *            the IHyracksTaskContext
+     * @return a key-value parser instance.
+     */
+    public IKeyValueParser<K, V> createKeyValueParser(IHyracksTaskContext ctx) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/INcCollection.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/INcCollection.java
new file mode 100644
index 0000000..c51c1dd
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/INcCollection.java
@@ -0,0 +1,11 @@
+package edu.uci.ics.hyracks.hdfs.api;
+
+import org.apache.hadoop.mapred.InputSplit;
+
+@SuppressWarnings("deprecation")
+public interface INcCollection {
+
+    public String findNearestAvailableSlot(InputSplit split);
+
+    public int numAvailableSlots();
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/INcCollectionBuilder.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/INcCollectionBuilder.java
new file mode 100644
index 0000000..ef3ff23
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/INcCollectionBuilder.java
@@ -0,0 +1,18 @@
+package edu.uci.ics.hyracks.hdfs.api;
+
+import java.util.List;
+import java.util.Map;
+
+import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+
+/**
+ * NC collections
+ * 
+ * @author yingyib
+ */
+public interface INcCollectionBuilder {
+
+    public INcCollection build(Map<String, NodeControllerInfo> ncNameToNcInfos,
+            Map<String, List<String>> ipToNcMapping, Map<String, Integer> ncNameToIndex, String[] NCs, int[] workloads,
+            int slotLimit);
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriter.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriter.java
new file mode 100644
index 0000000..8e85627
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriter.java
@@ -0,0 +1,57 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.api;
+
+import java.io.DataOutput;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * Users need to implement this interface to use the HDFSWriteOperatorDescriptor.
+ */
+public interface ITupleWriter {
+
+    /**
+     * Initialize the the tuple writer.
+     * 
+     * @param output
+     *            The channel for output data.
+     * @throws HyracksDataException
+     */
+    public void open(DataOutput output) throws HyracksDataException;
+
+    /**
+     * Write the tuple to the DataOutput.
+     * 
+     * @param output
+     *            the DataOutput channel
+     * @param tuple
+     *            the tuple to write
+     * @throws HyracksDataException
+     */
+    public void write(DataOutput output, ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * Close the writer.
+     * 
+     * @param output
+     *            The channel for output data.
+     * @throws HyracksDataException
+     */
+    public void close(DataOutput output) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriterFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriterFactory.java
new file mode 100644
index 0000000..9a025c2
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriterFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.api;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Users need to implement this interface to use the HDFSWriteOperatorDescriptor.
+ */
+public interface ITupleWriterFactory extends Serializable {
+
+    /**
+     * @param ctx
+     *            the IHyracksTaskContext
+     * @return a tuple writer instance
+     */
+    public ITupleWriter getTupleWriter(IHyracksTaskContext ctx) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/ConfFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/ConfFactory.java
similarity index 100%
rename from hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/ConfFactory.java
rename to hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/ConfFactory.java
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSReadOperatorDescriptor.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSReadOperatorDescriptor.java
new file mode 100644
index 0000000..f49688b
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSReadOperatorDescriptor.java
@@ -0,0 +1,145 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.dataflow;
+
+import java.util.Arrays;
+
+import org.apache.hadoop.mapred.InputFormat;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.RecordReader;
+import org.apache.hadoop.mapred.Reporter;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import edu.uci.ics.hyracks.hdfs.api.IKeyValueParser;
+import edu.uci.ics.hyracks.hdfs.api.IKeyValueParserFactory;
+
+/**
+ * The HDFS file read operator using the Hadoop old API.
+ * To use this operator, a user need to provide an IKeyValueParserFactory implementation which convert
+ * key-value pairs into tuples.
+ */
+@SuppressWarnings({ "deprecation", "rawtypes" })
+public class HDFSReadOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private final ConfFactory confFactory;
+    private final InputSplitsFactory splitsFactory;
+    private final String[] scheduledLocations;
+    private final IKeyValueParserFactory tupleParserFactory;
+    private final boolean[] executed;
+
+    /**
+     * The constructor of HDFSReadOperatorDescriptor.
+     * 
+     * @param spec
+     *            the JobSpecification object
+     * @param rd
+     *            the output record descriptor
+     * @param conf
+     *            the Hadoop JobConf object, which contains the input format and the input paths
+     * @param splits
+     *            the array of FileSplits (HDFS chunks).
+     * @param scheduledLocations
+     *            the node controller names to scan the FileSplits, which is an one-to-one mapping. The String array
+     *            is obtained from the edu.cui.ics.hyracks.hdfs.scheduler.Scheduler.getLocationConstraints(InputSplits[]).
+     * @param tupleParserFactory
+     *            the ITupleParserFactory implementation instance.
+     * @throws HyracksException
+     */
+    public HDFSReadOperatorDescriptor(JobSpecification spec, RecordDescriptor rd, JobConf conf, InputSplit[] splits,
+            String[] scheduledLocations, IKeyValueParserFactory tupleParserFactory) throws HyracksException {
+        super(spec, 0, 1);
+        try {
+            this.splitsFactory = new InputSplitsFactory(splits);
+            this.confFactory = new ConfFactory(conf);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+        this.scheduledLocations = scheduledLocations;
+        this.executed = new boolean[scheduledLocations.length];
+        Arrays.fill(executed, false);
+        this.tupleParserFactory = tupleParserFactory;
+        this.recordDescriptors[0] = rd;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+            throws HyracksDataException {
+        final InputSplit[] inputSplits = splitsFactory.getSplits();
+
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+            private String nodeName = ctx.getJobletContext().getApplicationContext().getNodeId();
+
+            @SuppressWarnings("unchecked")
+            @Override
+            public void initialize() throws HyracksDataException {
+                ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+                try {
+                    Thread.currentThread().setContextClassLoader(getClass().getClassLoader());
+                    JobConf conf = confFactory.getConf();
+                    IKeyValueParser parser = tupleParserFactory.createKeyValueParser(ctx);
+                    writer.open();
+                    parser.open(writer);
+                    InputFormat inputFormat = conf.getInputFormat();
+                    for (int i = 0; i < inputSplits.length; i++) {
+                        /**
+                         * read all the partitions scheduled to the current node
+                         */
+                        if (scheduledLocations[i].equals(nodeName)) {
+                            /**
+                             * pick an unread split to read
+                             * synchronize among simultaneous partitions in the same machine
+                             */
+                            synchronized (executed) {
+                                if (executed[i] == false) {
+                                    executed[i] = true;
+                                } else {
+                                    continue;
+                                }
+                            }
+
+                            /**
+                             * read the split
+                             */
+                            RecordReader reader = inputFormat.getRecordReader(inputSplits[i], conf, Reporter.NULL);
+                            Object key = reader.createKey();
+                            Object value = reader.createValue();
+                            while (reader.next(key, value) == true) {
+                                parser.parse(key, value, writer);
+                            }
+                        }
+                    }
+                    parser.close(writer);
+                    writer.close();
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                } finally {
+                    Thread.currentThread().setContextClassLoader(ctxCL);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSWriteOperatorDescriptor.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSWriteOperatorDescriptor.java
new file mode 100644
index 0000000..3ce6b2a
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSWriteOperatorDescriptor.java
@@ -0,0 +1,131 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.dataflow;
+
+import java.io.File;
+import java.nio.ByteBuffer;
+
+import org.apache.hadoop.fs.FSDataOutputStream;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapred.FileOutputFormat;
+import org.apache.hadoop.mapred.JobConf;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import edu.uci.ics.hyracks.hdfs.api.ITupleWriter;
+import edu.uci.ics.hyracks.hdfs.api.ITupleWriterFactory;
+
+/**
+ * The HDFS file write operator using the Hadoop old API.
+ * To use this operator, a user need to provide an ITupleWriterFactory.
+ */
+@SuppressWarnings("deprecation")
+public class HDFSWriteOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private ConfFactory confFactory;
+    private ITupleWriterFactory tupleWriterFactory;
+
+    /**
+     * The constructor of HDFSWriteOperatorDescriptor.
+     * 
+     * @param spec
+     *            the JobSpecification object
+     * @param conf
+     *            the Hadoop JobConf which contains the output path
+     * @param tupleWriterFactory
+     *            the ITupleWriterFactory implementation object
+     * @throws HyracksException
+     */
+    public HDFSWriteOperatorDescriptor(JobSpecification spec, JobConf conf, ITupleWriterFactory tupleWriterFactory)
+            throws HyracksException {
+        super(spec, 1, 0);
+        this.confFactory = new ConfFactory(conf);
+        this.tupleWriterFactory = tupleWriterFactory;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+            throws HyracksDataException {
+
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+
+            private FSDataOutputStream dos;
+            private RecordDescriptor inputRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);;
+            private FrameTupleAccessor accessor = new FrameTupleAccessor(ctx.getFrameSize(), inputRd);
+            private FrameTupleReference tuple = new FrameTupleReference();
+            private ITupleWriter tupleWriter;
+            private ClassLoader ctxCL;
+
+            @Override
+            public void open() throws HyracksDataException {
+                ctxCL = Thread.currentThread().getContextClassLoader();
+                Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+                JobConf conf = confFactory.getConf();
+                String outputDirPath = FileOutputFormat.getOutputPath(conf).toString();
+                String fileName = outputDirPath + File.separator + "part-" + partition;
+
+                tupleWriter = tupleWriterFactory.getTupleWriter(ctx);
+                try {
+                    FileSystem dfs = FileSystem.get(conf);
+                    dos = dfs.create(new Path(fileName), true);
+                    tupleWriter.open(dos);
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                accessor.reset(buffer);
+                int tupleCount = accessor.getTupleCount();
+                for (int i = 0; i < tupleCount; i++) {
+                    tuple.reset(accessor, i);
+                    tupleWriter.write(dos, tuple);
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                try {
+                    tupleWriter.close(dos);
+                    dos.close();
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                } finally {
+                    Thread.currentThread().setContextClassLoader(ctxCL);
+                }
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/InputSplitsFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/InputSplitsFactory.java
new file mode 100644
index 0000000..147e872
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/InputSplitsFactory.java
@@ -0,0 +1,106 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.dataflow;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.Serializable;
+import java.lang.reflect.Constructor;
+
+import org.apache.hadoop.mapred.FileSplit;
+import org.apache.hadoop.mapred.InputSplit;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+@SuppressWarnings({ "deprecation", "rawtypes" })
+public class InputSplitsFactory implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+    private byte[] splitBytes;
+    private String splitClassName;
+
+    public InputSplitsFactory(InputSplit[] splits) throws HyracksDataException {
+        splitBytes = splitsToBytes(splits);
+        if (splits.length > 0) {
+            splitClassName = splits[0].getClass().getName();
+        } else {
+            splitClassName = FileSplit.class.getName();
+        }
+    }
+
+    public InputSplit[] getSplits() throws HyracksDataException {
+        return bytesToSplits(splitBytes);
+    }
+
+    /**
+     * Convert splits to bytes.
+     * 
+     * @param splits
+     *            input splits
+     * @return bytes which serialize the splits
+     * @throws IOException
+     */
+    private byte[] splitsToBytes(InputSplit[] splits) throws HyracksDataException {
+        try {
+            ByteArrayOutputStream bos = new ByteArrayOutputStream();
+            DataOutputStream dos = new DataOutputStream(bos);
+            dos.writeInt(splits.length);
+            for (int i = 0; i < splits.length; i++) {
+                splits[i].write(dos);
+            }
+            dos.close();
+            return bos.toByteArray();
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    /**
+     * Covert bytes to splits.
+     * 
+     * @param bytes
+     * @return
+     * @throws HyracksDataException
+     */
+    private InputSplit[] bytesToSplits(byte[] bytes) throws HyracksDataException {
+        try {
+            Class splitClass = Class.forName(splitClassName);
+            Constructor[] constructors = splitClass.getDeclaredConstructors();
+            Constructor defaultConstructor = null;
+            for (Constructor constructor : constructors) {
+                if (constructor.getParameterTypes().length == 0) {
+                    constructor.setAccessible(true);
+                    defaultConstructor = constructor;
+                }
+            }
+            ByteArrayInputStream bis = new ByteArrayInputStream(bytes);
+            DataInputStream dis = new DataInputStream(bis);
+            int size = dis.readInt();
+            InputSplit[] splits = new InputSplit[size];
+            for (int i = 0; i < size; i++) {
+                splits[i] = (InputSplit) defaultConstructor.newInstance();
+                splits[i].readFields(dis);
+            }
+            dis.close();
+            return splits;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/RawBinaryComparatorFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/RawBinaryComparatorFactory.java
new file mode 100644
index 0000000..90c5977
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/RawBinaryComparatorFactory.java
@@ -0,0 +1,32 @@
+package edu.uci.ics.hyracks.hdfs.lib;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class RawBinaryComparatorFactory implements IBinaryComparatorFactory {
+
+    private static final long serialVersionUID = 1L;
+    public static IBinaryComparatorFactory INSTANCE = new RawBinaryComparatorFactory();
+
+    private RawBinaryComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                int commonLength = Math.min(l1, l2);
+                for (int i = 0; i < commonLength; i++) {
+                    if (b1[s1 + i] != b2[s2 + i]) {
+                        return b1[s1 + i] - b2[s2 + i];
+                    }
+                }
+                int difference = l1 - l2;
+                return difference == 0 ? 0 : (difference > 0 ? 1 : -1);
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/RawBinaryHashFunctionFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/RawBinaryHashFunctionFactory.java
new file mode 100644
index 0000000..7895fec
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/RawBinaryHashFunctionFactory.java
@@ -0,0 +1,29 @@
+package edu.uci.ics.hyracks.hdfs.lib;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunction;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+
+public class RawBinaryHashFunctionFactory implements IBinaryHashFunctionFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static IBinaryHashFunctionFactory INSTANCE = new RawBinaryHashFunctionFactory();
+
+    private RawBinaryHashFunctionFactory() {
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction() {
+
+        return new IBinaryHashFunction() {
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                int value = 1;
+                int end = offset + length;
+                for (int i = offset; i < end; i++)
+                    value = value * 31 + (int) bytes[i];
+                return value;
+            }
+        };
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextKeyValueParserFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextKeyValueParserFactory.java
new file mode 100644
index 0000000..9574bb4
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextKeyValueParserFactory.java
@@ -0,0 +1,71 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.lib;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hadoop.io.LongWritable;
+import org.apache.hadoop.io.Text;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
+import edu.uci.ics.hyracks.hdfs.api.IKeyValueParser;
+import edu.uci.ics.hyracks.hdfs.api.IKeyValueParserFactory;
+
+public class TextKeyValueParserFactory implements IKeyValueParserFactory<LongWritable, Text> {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IKeyValueParser<LongWritable, Text> createKeyValueParser(final IHyracksTaskContext ctx) {
+
+        final ArrayTupleBuilder tb = new ArrayTupleBuilder(1);
+        final ByteBuffer buffer = ctx.allocateFrame();
+        final FrameTupleAppender appender = new FrameTupleAppender(ctx.getFrameSize());
+        appender.reset(buffer, true);
+
+        return new IKeyValueParser<LongWritable, Text>() {
+
+            @Override
+            public void open(IFrameWriter writer) {
+
+            }
+
+            @Override
+            public void parse(LongWritable key, Text value, IFrameWriter writer) throws HyracksDataException {
+                tb.reset();
+                tb.addField(value.getBytes(), 0, value.getLength());
+                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                    FrameUtils.flushFrame(buffer, writer);
+                    appender.reset(buffer, true);
+                    if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                        throw new HyracksDataException("tuple cannot be appended into the frame");
+                    }
+                }
+            }
+
+            @Override
+            public void close(IFrameWriter writer) throws HyracksDataException {
+                FrameUtils.flushFrame(buffer, writer);
+            }
+
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextTupleWriterFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextTupleWriterFactory.java
new file mode 100644
index 0000000..0da14e5
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextTupleWriterFactory.java
@@ -0,0 +1,60 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.lib;
+
+import java.io.DataOutput;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.hdfs.api.ITupleWriter;
+import edu.uci.ics.hyracks.hdfs.api.ITupleWriterFactory;
+
+public class TextTupleWriterFactory implements ITupleWriterFactory {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public ITupleWriter getTupleWriter(IHyracksTaskContext ctx) {
+        return new ITupleWriter() {
+            private byte newLine = "\n".getBytes()[0];
+
+            @Override
+            public void open(DataOutput output) {
+
+            }
+
+            @Override
+            public void write(DataOutput output, ITupleReference tuple) throws HyracksDataException {
+                byte[] data = tuple.getFieldData(0);
+                int start = tuple.getFieldStart(0);
+                int len = tuple.getFieldLength(0);
+                try {
+                    output.write(data, start, len);
+                    output.writeByte(newLine);
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void close(DataOutput output) {
+
+            }
+
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/IPProximityNcCollectionBuilder.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/IPProximityNcCollectionBuilder.java
new file mode 100644
index 0000000..320b48b
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/IPProximityNcCollectionBuilder.java
@@ -0,0 +1,121 @@
+package edu.uci.ics.hyracks.hdfs.scheduler;
+
+import java.net.InetAddress;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.TreeMap;
+
+import org.apache.hadoop.io.BytesWritable;
+import org.apache.hadoop.io.IntWritable;
+import org.apache.hadoop.mapred.InputSplit;
+
+import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+import edu.uci.ics.hyracks.hdfs.api.INcCollection;
+import edu.uci.ics.hyracks.hdfs.api.INcCollectionBuilder;
+
+@SuppressWarnings("deprecation")
+public class IPProximityNcCollectionBuilder implements INcCollectionBuilder {
+
+    @Override
+    public INcCollection build(Map<String, NodeControllerInfo> ncNameToNcInfos,
+            final Map<String, List<String>> ipToNcMapping, final Map<String, Integer> ncNameToIndex, String[] NCs,
+            final int[] workloads, final int slotLimit) {
+        final TreeMap<BytesWritable, IntWritable> availableIpsToSlots = new TreeMap<BytesWritable, IntWritable>();
+        for (int i = 0; i < workloads.length; i++) {
+            if (workloads[i] < slotLimit) {
+                BytesWritable ip = new BytesWritable(ncNameToNcInfos.get(NCs[i]).getNetworkAddress().getIpAddress());
+                IntWritable availableSlot = availableIpsToSlots.get(ip);
+                if (availableSlot == null) {
+                    availableSlot = new IntWritable(slotLimit - workloads[i]);
+                    availableIpsToSlots.put(ip, availableSlot);
+                } else {
+                    availableSlot.set(slotLimit - workloads[i] + availableSlot.get());
+                }
+            }
+        }
+        return new INcCollection() {
+
+            @Override
+            public String findNearestAvailableSlot(InputSplit split) {
+                try {
+                    String[] locs = split.getLocations();
+                    int minDistance = Integer.MAX_VALUE;
+                    BytesWritable currentCandidateIp = null;
+                    if (locs == null || locs.length > 0) {
+                        for (int j = 0; j < locs.length; j++) {
+                            /**
+                             * get all the IP addresses from the name
+                             */
+                            InetAddress[] allIps = InetAddress.getAllByName(locs[j]);
+                            for (InetAddress ip : allIps) {
+                                BytesWritable splitIp = new BytesWritable(ip.getAddress());
+                                /**
+                                 * if the node controller exists
+                                 */
+                                BytesWritable candidateNcIp = availableIpsToSlots.floorKey(splitIp);
+                                if (candidateNcIp == null) {
+                                    candidateNcIp = availableIpsToSlots.ceilingKey(splitIp);
+                                }
+                                if (candidateNcIp != null) {
+                                    if (availableIpsToSlots.get(candidateNcIp).get() > 0) {
+                                        byte[] candidateIP = candidateNcIp.getBytes();
+                                        byte[] splitIP = splitIp.getBytes();
+                                        int candidateInt = candidateIP[0] << 24 | (candidateIP[1] & 0xFF) << 16
+                                                | (candidateIP[2] & 0xFF) << 8 | (candidateIP[3] & 0xFF);
+                                        int splitInt = splitIP[0] << 24 | (splitIP[1] & 0xFF) << 16
+                                                | (splitIP[2] & 0xFF) << 8 | (splitIP[3] & 0xFF);
+                                        int distance = Math.abs(candidateInt - splitInt);
+                                        if (minDistance > distance) {
+                                            minDistance = distance;
+                                            currentCandidateIp = candidateNcIp;
+                                        }
+                                    }
+                                }
+                            }
+                        }
+                    } else {
+                        for (Entry<BytesWritable, IntWritable> entry : availableIpsToSlots.entrySet()) {
+                            if (entry.getValue().get() > 0) {
+                                currentCandidateIp = entry.getKey();
+                                break;
+                            }
+                        }
+                    }
+
+                    if (currentCandidateIp != null) {
+                        /**
+                         * Update the entry of the selected IP
+                         */
+                        IntWritable availableSlot = availableIpsToSlots.get(currentCandidateIp);
+                        availableSlot.set(availableSlot.get() - 1);
+                        if (availableSlot.get() == 0) {
+                            availableIpsToSlots.remove(currentCandidateIp);
+                        }
+                        /**
+                         * Update the entry of the selected NC
+                         */
+                        List<String> dataLocations = ipToNcMapping.get(InetAddress.getByAddress(
+                                currentCandidateIp.getBytes()).getHostAddress());
+                        for (String nc : dataLocations) {
+                            int ncIndex = ncNameToIndex.get(nc);
+                            if (workloads[ncIndex] < slotLimit) {
+                                return nc;
+                            }
+                        }
+                    }
+                    /** not scheduled */
+                    return null;
+                } catch (Exception e) {
+                    throw new IllegalStateException(e);
+                }
+            }
+
+            @Override
+            public int numAvailableSlots() {
+                return availableIpsToSlots.size();
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/RackAwareNcCollectionBuilder.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/RackAwareNcCollectionBuilder.java
new file mode 100644
index 0000000..fa5e7ae
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/RackAwareNcCollectionBuilder.java
@@ -0,0 +1,211 @@
+package edu.uci.ics.hyracks.hdfs.scheduler;
+
+import java.net.InetAddress;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.TreeMap;
+import java.util.logging.Logger;
+
+import org.apache.hadoop.io.IntWritable;
+import org.apache.hadoop.mapred.InputSplit;
+
+import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+import edu.uci.ics.hyracks.api.topology.ClusterTopology;
+import edu.uci.ics.hyracks.hdfs.api.INcCollection;
+import edu.uci.ics.hyracks.hdfs.api.INcCollectionBuilder;
+
+@SuppressWarnings("deprecation")
+public class RackAwareNcCollectionBuilder implements INcCollectionBuilder {
+    private static final Logger LOGGER = Logger.getLogger(RackAwareNcCollectionBuilder.class.getName());
+    private ClusterTopology topology;
+
+    public RackAwareNcCollectionBuilder(ClusterTopology topology) {
+        this.topology = topology;
+    }
+
+    @Override
+    public INcCollection build(Map<String, NodeControllerInfo> ncNameToNcInfos,
+            final Map<String, List<String>> ipToNcMapping, final Map<String, Integer> ncNameToIndex, String[] NCs,
+            final int[] workloads, final int slotLimit) {
+        try {
+            final Map<List<Integer>, List<String>> pathToNCs = new HashMap<List<Integer>, List<String>>();
+            for (int i = 0; i < NCs.length; i++) {
+                List<Integer> path = new ArrayList<Integer>();
+                String ipAddress = InetAddress.getByAddress(
+                        ncNameToNcInfos.get(NCs[i]).getNetworkAddress().getIpAddress()).getHostAddress();
+                topology.lookupNetworkTerminal(ipAddress, path);
+                if (path.size() <= 0) {
+                    // if the hyracks nc is not in the defined cluster
+                    path.add(Integer.MIN_VALUE);
+                    LOGGER.info(NCs[i] + "'s IP address is not in the cluster toplogy file!");
+                }
+                List<String> ncs = pathToNCs.get(path);
+                if (ncs == null) {
+                    ncs = new ArrayList<String>();
+                    pathToNCs.put(path, ncs);
+                }
+                ncs.add(NCs[i]);
+            }
+
+            final TreeMap<List<Integer>, IntWritable> availableIpsToSlots = new TreeMap<List<Integer>, IntWritable>(
+                    new Comparator<List<Integer>>() {
+
+                        @Override
+                        public int compare(List<Integer> l1, List<Integer> l2) {
+                            int commonLength = Math.min(l1.size(), l2.size());
+                            for (int i = 0; i < commonLength; i++) {
+                                Integer value1 = l1.get(i);
+                                Integer value2 = l2.get(i);
+                                int cmp = value1 > value2 ? 1 : (value1 < value2 ? -1 : 0);
+                                if (cmp != 0) {
+                                    return cmp;
+                                }
+                            }
+                            return l1.size() > l2.size() ? 1 : (l1.size() < l2.size() ? -1 : 0);
+                        }
+
+                    });
+            for (int i = 0; i < workloads.length; i++) {
+                if (workloads[i] < slotLimit) {
+                    List<Integer> path = new ArrayList<Integer>();
+                    String ipAddress = InetAddress.getByAddress(
+                            ncNameToNcInfos.get(NCs[i]).getNetworkAddress().getIpAddress()).getHostAddress();
+                    topology.lookupNetworkTerminal(ipAddress, path);
+                    if (path.size() <= 0) {
+                        // if the hyracks nc is not in the defined cluster
+                        path.add(Integer.MIN_VALUE);
+                    }
+                    IntWritable availableSlot = availableIpsToSlots.get(path);
+                    if (availableSlot == null) {
+                        availableSlot = new IntWritable(slotLimit - workloads[i]);
+                        availableIpsToSlots.put(path, availableSlot);
+                    } else {
+                        availableSlot.set(slotLimit - workloads[i] + availableSlot.get());
+                    }
+                }
+            }
+            return new INcCollection() {
+
+                @Override
+                public String findNearestAvailableSlot(InputSplit split) {
+                    try {
+                        String[] locs = split.getLocations();
+                        int minDistance = Integer.MAX_VALUE;
+                        List<Integer> currentCandidatePath = null;
+                        if (locs == null || locs.length > 0) {
+                            for (int j = 0; j < locs.length; j++) {
+                                /**
+                                 * get all the IP addresses from the name
+                                 */
+                                InetAddress[] allIps = InetAddress.getAllByName(locs[j]);
+                                boolean inTopology = false;
+                                for (InetAddress ip : allIps) {
+                                    List<Integer> splitPath = new ArrayList<Integer>();
+                                    boolean inCluster = topology.lookupNetworkTerminal(ip.getHostAddress(), splitPath);
+                                    if (!inCluster) {
+                                        continue;
+                                    }
+                                    inTopology = true;
+                                    /**
+                                     * if the node controller exists
+                                     */
+                                    List<Integer> candidatePath = availableIpsToSlots.floorKey(splitPath);
+                                    if (candidatePath == null) {
+                                        candidatePath = availableIpsToSlots.ceilingKey(splitPath);
+                                    }
+                                    if (candidatePath != null) {
+                                        if (availableIpsToSlots.get(candidatePath).get() > 0) {
+                                            int distance = distance(splitPath, candidatePath);
+                                            if (minDistance > distance) {
+                                                minDistance = distance;
+                                                currentCandidatePath = candidatePath;
+                                            }
+                                        }
+
+                                    }
+                                }
+
+                                if (!inTopology) {
+                                    LOGGER.info(locs[j] + "'s IP address is not in the cluster toplogy file!");
+                                    /**
+                                     * if the machine is not in the toplogy file
+                                     */
+                                    List<Integer> candidatePath = null;
+                                    for (Entry<List<Integer>, IntWritable> entry : availableIpsToSlots.entrySet()) {
+                                        if (entry.getValue().get() > 0) {
+                                            candidatePath = entry.getKey();
+                                            break;
+                                        }
+                                    }
+                                    /** the split path is empty */
+                                    if (candidatePath != null) {
+                                        if (availableIpsToSlots.get(candidatePath).get() > 0) {
+                                            currentCandidatePath = candidatePath;
+                                        }
+                                    }
+                                }
+                            }
+                        } else {
+                            for (Entry<List<Integer>, IntWritable> entry : availableIpsToSlots.entrySet()) {
+                                if (entry.getValue().get() > 0) {
+                                    currentCandidatePath = entry.getKey();
+                                    break;
+                                }
+                            }
+                        }
+
+                        if (currentCandidatePath != null && currentCandidatePath.size() > 0) {
+                            /**
+                             * Update the entry of the selected IP
+                             */
+                            IntWritable availableSlot = availableIpsToSlots.get(currentCandidatePath);
+                            availableSlot.set(availableSlot.get() - 1);
+                            if (availableSlot.get() == 0) {
+                                availableIpsToSlots.remove(currentCandidatePath);
+                            }
+                            /**
+                             * Update the entry of the selected NC
+                             */
+                            List<String> candidateNcs = pathToNCs.get(currentCandidatePath);
+                            for (String candidate : candidateNcs) {
+                                int ncIndex = ncNameToIndex.get(candidate);
+                                if (workloads[ncIndex] < slotLimit) {
+                                    return candidate;
+                                }
+                            }
+                        }
+                        /** not scheduled */
+                        return null;
+                    } catch (Exception e) {
+                        throw new IllegalStateException(e);
+                    }
+                }
+
+                @Override
+                public int numAvailableSlots() {
+                    return availableIpsToSlots.size();
+                }
+
+                private int distance(List<Integer> splitPath, List<Integer> candidatePath) {
+                    int commonLength = Math.min(splitPath.size(), candidatePath.size());
+                    int distance = 0;
+                    for (int i = 0; i < commonLength; i++) {
+                        distance = distance * 100 + Math.abs(splitPath.get(i) - candidatePath.get(i));
+                    }
+                    List<Integer> restElements = splitPath.size() > candidatePath.size() ? splitPath : candidatePath;
+                    for (int i = commonLength; i < restElements.size(); i++) {
+                        distance = distance * 100 + Math.abs(restElements.get(i));
+                    }
+                    return distance;
+                }
+            };
+        } catch (Exception e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/Scheduler.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/Scheduler.java
new file mode 100644
index 0000000..3f7997b
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/Scheduler.java
@@ -0,0 +1,404 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.scheduler;
+
+import java.io.IOException;
+import java.net.InetAddress;
+import java.net.UnknownHostException;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.PriorityQueue;
+import java.util.Random;
+import java.util.logging.Logger;
+
+import org.apache.hadoop.io.IntWritable;
+import org.apache.hadoop.mapred.InputSplit;
+
+import edu.uci.ics.hyracks.api.client.HyracksConnection;
+import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
+import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.topology.ClusterTopology;
+import edu.uci.ics.hyracks.hdfs.api.INcCollection;
+import edu.uci.ics.hyracks.hdfs.api.INcCollectionBuilder;
+
+/**
+ * The scheduler conduct data-local scheduling for data reading on HDFS. This
+ * class works for Hadoop old API.
+ */
+@SuppressWarnings("deprecation")
+public class Scheduler {
+    private static final Logger LOGGER = Logger.getLogger(Scheduler.class.getName());
+
+    /** a list of NCs */
+    private String[] NCs;
+
+    /** a map from ip to NCs */
+    private Map<String, List<String>> ipToNcMapping = new HashMap<String, List<String>>();
+
+    /** a map from the NC name to the index */
+    private Map<String, Integer> ncNameToIndex = new HashMap<String, Integer>();
+
+    /** a map from NC name to the NodeControllerInfo */
+    private Map<String, NodeControllerInfo> ncNameToNcInfos;
+
+    /**
+     * the nc collection builder
+     */
+    private INcCollectionBuilder ncCollectionBuilder;
+
+    /**
+     * The constructor of the scheduler.
+     * 
+     * @param ncNameToNcInfos
+     * @throws HyracksException
+     */
+    public Scheduler(String ipAddress, int port) throws HyracksException {
+        try {
+            IHyracksClientConnection hcc = new HyracksConnection(ipAddress, port);
+            this.ncNameToNcInfos = hcc.getNodeControllerInfos();
+            ClusterTopology topology = hcc.getClusterTopology();
+            this.ncCollectionBuilder = topology == null ? new IPProximityNcCollectionBuilder()
+                    : new RackAwareNcCollectionBuilder(topology);
+            loadIPAddressToNCMap(ncNameToNcInfos);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * The constructor of the scheduler.
+     * 
+     * @param ncNameToNcInfos
+     * @throws HyracksException
+     */
+    public Scheduler(String ipAddress, int port, INcCollectionBuilder ncCollectionBuilder) throws HyracksException {
+        try {
+            IHyracksClientConnection hcc = new HyracksConnection(ipAddress, port);
+            this.ncNameToNcInfos = hcc.getNodeControllerInfos();
+            this.ncCollectionBuilder = ncCollectionBuilder;
+            loadIPAddressToNCMap(ncNameToNcInfos);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * The constructor of the scheduler.
+     * 
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
+        this.ncNameToNcInfos = ncNameToNcInfos;
+        this.ncCollectionBuilder = new IPProximityNcCollectionBuilder();
+        loadIPAddressToNCMap(ncNameToNcInfos);
+    }
+
+    /**
+     * The constructor of the scheduler.
+     * 
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @param topology
+     *            the hyracks cluster toplogy
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, ClusterTopology topology) throws HyracksException {
+        this(ncNameToNcInfos);
+        this.ncCollectionBuilder = topology == null ? new IPProximityNcCollectionBuilder()
+                : new RackAwareNcCollectionBuilder(topology);
+    }
+
+    /**
+     * The constructor of the scheduler.
+     * 
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, INcCollectionBuilder ncCollectionBuilder)
+            throws HyracksException {
+        this.ncNameToNcInfos = ncNameToNcInfos;
+        this.ncCollectionBuilder = ncCollectionBuilder;
+        loadIPAddressToNCMap(ncNameToNcInfos);
+    }
+
+    /**
+     * Set location constraints for a file scan operator with a list of file
+     * splits. It guarantees the maximum slots a machine can is at most one more
+     * than the minimum slots a machine can get.
+     * 
+     * @throws HyracksDataException
+     */
+    public String[] getLocationConstraints(InputSplit[] splits) throws HyracksException {
+        if (splits == null) {
+            /** deal the case when the splits array is null */
+            return new String[] {};
+        }
+        int[] workloads = new int[NCs.length];
+        Arrays.fill(workloads, 0);
+        String[] locations = new String[splits.length];
+        Map<String, IntWritable> locationToNumOfSplits = new HashMap<String, IntWritable>();
+        /**
+         * upper bound number of slots that a machine can get
+         */
+        int upperBoundSlots = splits.length % workloads.length == 0 ? (splits.length / workloads.length)
+                : (splits.length / workloads.length + 1);
+        /**
+         * lower bound number of slots that a machine can get
+         */
+        int lowerBoundSlots = splits.length % workloads.length == 0 ? upperBoundSlots : upperBoundSlots - 1;
+
+        try {
+            Random random = new Random(System.currentTimeMillis());
+            boolean scheduled[] = new boolean[splits.length];
+            Arrays.fill(scheduled, false);
+            /**
+             * scan the splits and build the popularity map
+             * give the machines with less local splits more scheduling priority
+             */
+            buildPopularityMap(splits, locationToNumOfSplits);
+            /**
+             * push data-local lower-bounds slots to each machine
+             */
+            scheduleLocalSlots(splits, workloads, locations, lowerBoundSlots, random, scheduled, locationToNumOfSplits);
+            /**
+             * push data-local upper-bounds slots to each machine
+             */
+            scheduleLocalSlots(splits, workloads, locations, upperBoundSlots, random, scheduled, locationToNumOfSplits);
+
+            int dataLocalCount = 0;
+            for (int i = 0; i < scheduled.length; i++) {
+                if (scheduled[i] == true) {
+                    dataLocalCount++;
+                }
+            }
+            LOGGER.info("Data local rate: "
+                    + (scheduled.length == 0 ? 0.0 : ((float) dataLocalCount / (float) (scheduled.length))));
+            /**
+             * push non-data-local lower-bounds slots to each machine
+             */
+            scheduleNonLocalSlots(splits, workloads, locations, lowerBoundSlots, scheduled);
+            /**
+             * push non-data-local upper-bounds slots to each machine
+             */
+            scheduleNonLocalSlots(splits, workloads, locations, upperBoundSlots, scheduled);
+            return locations;
+        } catch (IOException e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * Schedule non-local slots to each machine
+     * 
+     * @param splits
+     *            The HDFS file splits.
+     * @param workloads
+     *            The current capacity of each machine.
+     * @param locations
+     *            The result schedule.
+     * @param slotLimit
+     *            The maximum slots of each machine.
+     * @param scheduled
+     *            Indicate which slot is scheduled.
+     */
+    private void scheduleNonLocalSlots(InputSplit[] splits, int[] workloads, String[] locations, int slotLimit,
+            boolean[] scheduled) throws IOException, UnknownHostException {
+        /**
+         * build the map from available ips to the number of available slots
+         */
+        INcCollection ncCollection = this.ncCollectionBuilder.build(ncNameToNcInfos, ipToNcMapping, ncNameToIndex, NCs,
+                workloads, slotLimit);
+        if (ncCollection.numAvailableSlots() == 0) {
+            return;
+        }
+        /**
+         * schedule no-local file reads
+         */
+        for (int i = 0; i < splits.length; i++) {
+            /** if there is no data-local NC choice, choose a random one */
+            if (!scheduled[i]) {
+                InputSplit split = splits[i];
+                String selectedNcName = ncCollection.findNearestAvailableSlot(split);
+                if (selectedNcName != null) {
+                    int ncIndex = ncNameToIndex.get(selectedNcName);
+                    workloads[ncIndex]++;
+                    scheduled[i] = true;
+                    locations[i] = selectedNcName;
+                }
+            }
+        }
+    }
+
+    /**
+     * Schedule data-local slots to each machine.
+     * 
+     * @param splits
+     *            The HDFS file splits.
+     * @param workloads
+     *            The current capacity of each machine.
+     * @param locations
+     *            The result schedule.
+     * @param slots
+     *            The maximum slots of each machine.
+     * @param random
+     *            The random generator.
+     * @param scheduled
+     *            Indicate which slot is scheduled.
+     * @throws IOException
+     * @throws UnknownHostException
+     */
+    private void scheduleLocalSlots(InputSplit[] splits, int[] workloads, String[] locations, int slots, Random random,
+            boolean[] scheduled, final Map<String, IntWritable> locationToNumSplits) throws IOException,
+            UnknownHostException {
+        /** scheduling candidates will be ordered inversely according to their popularity */
+        PriorityQueue<String> scheduleCadndiates = new PriorityQueue<String>(3, new Comparator<String>() {
+
+            @Override
+            public int compare(String s1, String s2) {
+                return locationToNumSplits.get(s1).compareTo(locationToNumSplits.get(s2));
+            }
+
+        });
+        for (int i = 0; i < splits.length; i++) {
+            if (scheduled[i]) {
+                continue;
+            }
+            /**
+             * get the location of all the splits
+             */
+            String[] locs = splits[i].getLocations();
+            if (locs.length > 0) {
+                scheduleCadndiates.clear();
+                for (int j = 0; j < locs.length; j++) {
+                    scheduleCadndiates.add(locs[j]);
+                }
+
+                for (String candidate : scheduleCadndiates) {
+                    /**
+                     * get all the IP addresses from the name
+                     */
+                    InetAddress[] allIps = InetAddress.getAllByName(candidate);
+                    /**
+                     * iterate overa all ips
+                     */
+                    for (InetAddress ip : allIps) {
+                        /**
+                         * if the node controller exists
+                         */
+                        if (ipToNcMapping.get(ip.getHostAddress()) != null) {
+                            /**
+                             * set the ncs
+                             */
+                            List<String> dataLocations = ipToNcMapping.get(ip.getHostAddress());
+                            int arrayPos = random.nextInt(dataLocations.size());
+                            String nc = dataLocations.get(arrayPos);
+                            int pos = ncNameToIndex.get(nc);
+                            /**
+                             * check if the node is already full
+                             */
+                            if (workloads[pos] < slots) {
+                                locations[i] = nc;
+                                workloads[pos]++;
+                                scheduled[i] = true;
+                                break;
+                            }
+                        }
+                    }
+                    /**
+                     * break the loop for data-locations if the schedule has
+                     * already been found
+                     */
+                    if (scheduled[i] == true) {
+                        break;
+                    }
+                }
+            }
+        }
+    }
+
+    /**
+     * Scan the splits once and build a popularity map
+     * 
+     * @param splits
+     *            the split array
+     * @param locationToNumOfSplits
+     *            the map to be built
+     * @throws IOException
+     */
+    private void buildPopularityMap(InputSplit[] splits, Map<String, IntWritable> locationToNumOfSplits)
+            throws IOException {
+        for (InputSplit split : splits) {
+            String[] locations = split.getLocations();
+            for (String loc : locations) {
+                IntWritable locCount = locationToNumOfSplits.get(loc);
+                if (locCount == null) {
+                    locCount = new IntWritable(0);
+                    locationToNumOfSplits.put(loc, locCount);
+                }
+                locCount.set(locCount.get() + 1);
+            }
+        }
+    }
+
+    /**
+     * Load the IP-address-to-NC map from the NCNameToNCInfoMap
+     * 
+     * @param ncNameToNcInfos
+     * @throws HyracksException
+     */
+    private void loadIPAddressToNCMap(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
+        try {
+            NCs = new String[ncNameToNcInfos.size()];
+            ipToNcMapping.clear();
+            ncNameToIndex.clear();
+            int i = 0;
+
+            /**
+             * build the IP address to NC map
+             */
+            for (Map.Entry<String, NodeControllerInfo> entry : ncNameToNcInfos.entrySet()) {
+                String ipAddr = InetAddress.getByAddress(entry.getValue().getNetworkAddress().getIpAddress())
+                        .getHostAddress();
+                List<String> matchedNCs = ipToNcMapping.get(ipAddr);
+                if (matchedNCs == null) {
+                    matchedNCs = new ArrayList<String>();
+                    ipToNcMapping.put(ipAddr, matchedNCs);
+                }
+                matchedNCs.add(entry.getKey());
+                NCs[i] = entry.getKey();
+                i++;
+            }
+
+            /**
+             * set up the NC name to index mapping
+             */
+            for (i = 0; i < NCs.length; i++) {
+                ncNameToIndex.put(NCs[i], i);
+            }
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/ConfFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/ConfFactory.java
new file mode 100644
index 0000000..d843d27
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/ConfFactory.java
@@ -0,0 +1,40 @@
+package edu.uci.ics.hyracks.hdfs2.dataflow;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.Serializable;
+
+import org.apache.hadoop.mapreduce.Job;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public class ConfFactory implements Serializable {
+    private static final long serialVersionUID = 1L;
+    private byte[] confBytes;
+
+    public ConfFactory(Job conf) throws HyracksDataException {
+        try {
+            ByteArrayOutputStream bos = new ByteArrayOutputStream();
+            DataOutputStream dos = new DataOutputStream(bos);
+            conf.getConfiguration().write(dos);
+            confBytes = bos.toByteArray();
+            dos.close();
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public Job getConf() throws HyracksDataException {
+        try {
+            Job conf = new Job();
+            DataInputStream dis = new DataInputStream(new ByteArrayInputStream(confBytes));
+            conf.getConfiguration().readFields(dis);
+            dis.close();
+            return conf;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/FileSplitsFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/FileSplitsFactory.java
new file mode 100644
index 0000000..14dc70c
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/FileSplitsFactory.java
@@ -0,0 +1,106 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs2.dataflow;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.Serializable;
+import java.lang.reflect.Constructor;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hadoop.mapreduce.lib.input.FileSplit;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+@SuppressWarnings("rawtypes")
+public class FileSplitsFactory implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+    private byte[] splitBytes;
+    private String splitClassName;
+
+    public FileSplitsFactory(List<FileSplit> splits) throws HyracksDataException {
+        splitBytes = splitsToBytes(splits);
+        if (splits.size() > 0) {
+            splitClassName = splits.get(0).getClass().getName();
+        }
+    }
+
+    public List<FileSplit> getSplits() throws HyracksDataException {
+        return bytesToSplits(splitBytes);
+    }
+
+    /**
+     * Convert splits to bytes.
+     * 
+     * @param splits
+     *            input splits
+     * @return bytes which serialize the splits
+     * @throws IOException
+     */
+    private byte[] splitsToBytes(List<FileSplit> splits) throws HyracksDataException {
+        try {
+            ByteArrayOutputStream bos = new ByteArrayOutputStream();
+            DataOutputStream dos = new DataOutputStream(bos);
+            dos.writeInt(splits.size());
+            int size = splits.size();
+            for (int i = 0; i < size; i++) {
+                splits.get(i).write(dos);
+            }
+            dos.close();
+            return bos.toByteArray();
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    /**
+     * Covert bytes to splits.
+     * 
+     * @param bytes
+     * @return
+     * @throws HyracksDataException
+     */
+    private List<FileSplit> bytesToSplits(byte[] bytes) throws HyracksDataException {
+        try {
+            Class splitClass = Class.forName(splitClassName);
+            Constructor[] constructors = splitClass.getDeclaredConstructors();
+            Constructor defaultConstructor = null;
+            for (Constructor constructor : constructors) {
+                if (constructor.getParameterTypes().length == 0) {
+                    constructor.setAccessible(true);
+                    defaultConstructor = constructor;
+                }
+            }
+            ByteArrayInputStream bis = new ByteArrayInputStream(bytes);
+            DataInputStream dis = new DataInputStream(bis);
+            int size = dis.readInt();
+            List<FileSplit> splits = new ArrayList<FileSplit>();
+            for (int i = 0; i < size; i++) {
+                splits.add((FileSplit) defaultConstructor.newInstance());
+                splits.get(i).readFields(dis);
+            }
+            dis.close();
+            return splits;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/HDFSReadOperatorDescriptor.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/HDFSReadOperatorDescriptor.java
new file mode 100644
index 0000000..9e9abdf
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/HDFSReadOperatorDescriptor.java
@@ -0,0 +1,160 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs2.dataflow;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+
+import org.apache.hadoop.mapreduce.InputFormat;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.Job;
+import org.apache.hadoop.mapreduce.RecordReader;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.lib.input.FileSplit;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import edu.uci.ics.hyracks.hdfs.ContextFactory;
+import edu.uci.ics.hyracks.hdfs.api.IKeyValueParser;
+import edu.uci.ics.hyracks.hdfs.api.IKeyValueParserFactory;
+
+/**
+ * The HDFS file read operator using the Hadoop new API. To use this operator, a
+ * user need to provide an IKeyValueParserFactory implementation which convert
+ * key-value pairs into tuples.
+ */
+@SuppressWarnings("rawtypes")
+public class HDFSReadOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private final ConfFactory confFactory;
+    private final FileSplitsFactory splitsFactory;
+    private final String[] scheduledLocations;
+    private final IKeyValueParserFactory tupleParserFactory;
+    private final boolean[] executed;
+
+    /**
+     * The constructor of HDFSReadOperatorDescriptor.
+     * 
+     * @param spec
+     *            the JobSpecification object
+     * @param rd
+     *            the output record descriptor
+     * @param conf
+     *            the Hadoop JobConf object, which contains the input format and
+     *            the input paths
+     * @param splits
+     *            the array of FileSplits (HDFS chunks).
+     * @param scheduledLocations
+     *            the node controller names to scan the FileSplits, which is an
+     *            one-to-one mapping. The String array is obtained from the
+     *            edu.cui
+     *            .ics.hyracks.hdfs.scheduler.Scheduler.getLocationConstraints
+     *            (InputSplits[]).
+     * @param tupleParserFactory
+     *            the ITupleParserFactory implementation instance.
+     * @throws HyracksException
+     */
+    public HDFSReadOperatorDescriptor(JobSpecification spec, RecordDescriptor rd, Job conf, List<InputSplit> splits,
+            String[] scheduledLocations, IKeyValueParserFactory tupleParserFactory) throws HyracksException {
+        super(spec, 0, 1);
+        try {
+            List<FileSplit> fileSplits = new ArrayList<FileSplit>();
+            for (int i = 0; i < splits.size(); i++) {
+                fileSplits.add((FileSplit) splits.get(i));
+            }
+            this.splitsFactory = new FileSplitsFactory(fileSplits);
+            this.confFactory = new ConfFactory(conf);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+        this.scheduledLocations = scheduledLocations;
+        this.executed = new boolean[scheduledLocations.length];
+        Arrays.fill(executed, false);
+        this.tupleParserFactory = tupleParserFactory;
+        this.recordDescriptors[0] = rd;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+            throws HyracksDataException {
+        final List<FileSplit> inputSplits = splitsFactory.getSplits();
+
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+            private String nodeName = ctx.getJobletContext().getApplicationContext().getNodeId();
+            private ContextFactory ctxFactory = new ContextFactory();
+
+            @SuppressWarnings("unchecked")
+            @Override
+            public void initialize() throws HyracksDataException {
+                ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+                try {
+                    Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+                    Job job = confFactory.getConf();
+                    IKeyValueParser parser = tupleParserFactory.createKeyValueParser(ctx);
+                    writer.open();
+                    InputFormat inputFormat = ReflectionUtils.newInstance(job.getInputFormatClass(),
+                            job.getConfiguration());
+                    int size = inputSplits.size();
+                    for (int i = 0; i < size; i++) {
+                        /**
+                         * read all the partitions scheduled to the current node
+                         */
+                        if (scheduledLocations[i].equals(nodeName)) {
+                            /**
+                             * pick an unread split to read synchronize among
+                             * simultaneous partitions in the same machine
+                             */
+                            synchronized (executed) {
+                                if (executed[i] == false) {
+                                    executed[i] = true;
+                                } else {
+                                    continue;
+                                }
+                            }
+
+                            /**
+                             * read the split
+                             */
+                            TaskAttemptContext context = ctxFactory.createContext(job.getConfiguration(), i);
+                            RecordReader reader = inputFormat.createRecordReader(inputSplits.get(i), context);
+                            reader.initialize(inputSplits.get(i), context);
+                            while (reader.nextKeyValue() == true) {
+                                parser.parse(reader.getCurrentKey(), reader.getCurrentValue(), writer);
+                            }
+                        }
+                    }
+                    parser.close(writer);
+                    writer.close();
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                } finally {
+                    Thread.currentThread().setContextClassLoader(ctxCL);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/HDFSWriteOperatorDescriptor.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/HDFSWriteOperatorDescriptor.java
new file mode 100644
index 0000000..c1c227c
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/dataflow/HDFSWriteOperatorDescriptor.java
@@ -0,0 +1,130 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs2.dataflow;
+
+import java.io.File;
+import java.nio.ByteBuffer;
+
+import org.apache.hadoop.fs.FSDataOutputStream;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapreduce.Job;
+import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import edu.uci.ics.hyracks.hdfs.api.ITupleWriter;
+import edu.uci.ics.hyracks.hdfs.api.ITupleWriterFactory;
+
+/**
+ * The HDFS file write operator using the Hadoop new API. To use this operator,
+ * a user need to provide an ITupleWriterFactory.
+ */
+public class HDFSWriteOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private ConfFactory confFactory;
+    private ITupleWriterFactory tupleWriterFactory;
+
+    /**
+     * The constructor of HDFSWriteOperatorDescriptor.
+     * 
+     * @param spec
+     *            the JobSpecification object
+     * @param conf
+     *            the Hadoop JobConf which contains the output path
+     * @param tupleWriterFactory
+     *            the ITupleWriterFactory implementation object
+     * @throws HyracksException
+     */
+    public HDFSWriteOperatorDescriptor(JobSpecification spec, Job conf, ITupleWriterFactory tupleWriterFactory)
+            throws HyracksException {
+        super(spec, 1, 0);
+        this.confFactory = new ConfFactory(conf);
+        this.tupleWriterFactory = tupleWriterFactory;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+            throws HyracksDataException {
+
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+
+            private FSDataOutputStream dos;
+            private RecordDescriptor inputRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);;
+            private FrameTupleAccessor accessor = new FrameTupleAccessor(ctx.getFrameSize(), inputRd);
+            private FrameTupleReference tuple = new FrameTupleReference();
+            private ITupleWriter tupleWriter;
+            private ClassLoader ctxCL;
+
+            @Override
+            public void open() throws HyracksDataException {
+                ctxCL = Thread.currentThread().getContextClassLoader();
+                Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+                Job conf = confFactory.getConf();
+                String outputPath = FileOutputFormat.getOutputPath(conf).toString();
+                String fileName = outputPath + File.separator + "part-" + partition;
+
+                tupleWriter = tupleWriterFactory.getTupleWriter(ctx);
+                try {
+                    FileSystem dfs = FileSystem.get(conf.getConfiguration());
+                    dos = dfs.create(new Path(fileName), true);
+                    tupleWriter.open(dos);
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                accessor.reset(buffer);
+                int tupleCount = accessor.getTupleCount();
+                for (int i = 0; i < tupleCount; i++) {
+                    tuple.reset(accessor, i);
+                    tupleWriter.write(dos, tuple);
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                try {
+                    tupleWriter.close(dos);
+                    dos.close();
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                } finally {
+                    Thread.currentThread().setContextClassLoader(ctxCL);
+                }
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/scheduler/Scheduler.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/scheduler/Scheduler.java
new file mode 100644
index 0000000..cde187d
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/scheduler/Scheduler.java
@@ -0,0 +1,84 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs2.scheduler;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.hdfs.api.INcCollectionBuilder;
+
+/**
+ * The scheduler conduct data-local scheduling for data reading on HDFS.
+ * This class works for Hadoop new API.
+ */
+@SuppressWarnings("deprecation")
+public class Scheduler {
+
+    private edu.uci.ics.hyracks.hdfs.scheduler.Scheduler scheduler;
+
+    /**
+     * The constructor of the scheduler
+     * 
+     * @param ncNameToNcInfos
+     * @throws HyracksException
+     */
+    public Scheduler(String ipAddress, int port) throws HyracksException {
+        scheduler = new edu.uci.ics.hyracks.hdfs.scheduler.Scheduler(ipAddress, port);
+    }
+
+    /**
+     * The constructor of the scheduler.
+     * 
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
+        scheduler = new edu.uci.ics.hyracks.hdfs.scheduler.Scheduler(ncNameToNcInfos);
+    }
+    
+    /**
+     * The constructor of the scheduler.
+     * 
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, INcCollectionBuilder builder) throws HyracksException {
+        scheduler = new edu.uci.ics.hyracks.hdfs.scheduler.Scheduler(ncNameToNcInfos, builder);
+    }
+
+    /**
+     * Set location constraints for a file scan operator with a list of file splits
+     * 
+     * @throws HyracksDataException
+     */
+    public String[] getLocationConstraints(List<InputSplit> splits) throws HyracksException {
+        try {
+            org.apache.hadoop.mapred.InputSplit[] inputSplits = new org.apache.hadoop.mapred.InputSplit[splits.size()];
+            for (int i = 0; i < inputSplits.length; i++)
+                inputSplits[i] = new WrappedFileSplit(splits.get(i).getLocations(), splits.get(i).getLength());
+            return scheduler.getLocationConstraints(inputSplits);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/scheduler/WrappedFileSplit.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/scheduler/WrappedFileSplit.java
new file mode 100644
index 0000000..1deb469
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/edu/uci/ics/hyracks/hdfs2/scheduler/WrappedFileSplit.java
@@ -0,0 +1,51 @@
+package edu.uci.ics.hyracks.hdfs2.scheduler;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hadoop.mapred.InputSplit;
+
+/**
+ * The wrapped implementation of InputSplit, for the new API scheduler
+ * to reuse the old API scheduler
+ */
+@SuppressWarnings("deprecation")
+public class WrappedFileSplit implements InputSplit {
+
+    private String[] locations;
+    private long length;
+
+    public WrappedFileSplit(String[] locations, long length) {
+        this.locations = locations;
+        this.length = length;
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        int len = input.readInt();
+        locations = new String[len];
+        for (int i = 0; i < len; i++)
+            locations[i] = input.readUTF();
+        length = input.readLong();
+    }
+
+    @Override
+    public void write(DataOutput output) throws IOException {
+        output.write(locations.length);
+        for (int i = 0; i < locations.length; i++)
+            output.writeUTF(locations[i]);
+        output.writeLong(length);
+    }
+
+    @Override
+    public long getLength() throws IOException {
+        return length;
+    }
+
+    @Override
+    public String[] getLocations() throws IOException {
+        return locations;
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/dataflow/DataflowTest.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/dataflow/DataflowTest.java
new file mode 100644
index 0000000..affe1347
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/dataflow/DataflowTest.java
@@ -0,0 +1,201 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.dataflow;
+
+import java.io.DataOutputStream;
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.IOException;
+
+import junit.framework.Assert;
+import junit.framework.TestCase;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+import org.apache.hadoop.mapred.FileInputFormat;
+import org.apache.hadoop.mapred.FileOutputFormat;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.TextInputFormat;
+
+import edu.uci.ics.hyracks.api.client.HyracksConnection;
+import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import edu.uci.ics.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import edu.uci.ics.hyracks.hdfs.lib.RawBinaryComparatorFactory;
+import edu.uci.ics.hyracks.hdfs.lib.RawBinaryHashFunctionFactory;
+import edu.uci.ics.hyracks.hdfs.lib.TextKeyValueParserFactory;
+import edu.uci.ics.hyracks.hdfs.lib.TextTupleWriterFactory;
+import edu.uci.ics.hyracks.hdfs.scheduler.Scheduler;
+import edu.uci.ics.hyracks.hdfs.utils.HyracksUtils;
+import edu.uci.ics.hyracks.hdfs.utils.TestUtils;
+
+/**
+ * Test the edu.uci.ics.hyracks.hdfs.dataflow package,
+ * the operators for the Hadoop old API.
+ */
+@SuppressWarnings({ "deprecation" })
+public class DataflowTest extends TestCase {
+
+    private static final String ACTUAL_RESULT_DIR = "actual";
+    private static final String EXPECTED_RESULT_PATH = "src/test/resources/expected";
+    private static final String PATH_TO_HADOOP_CONF = "src/test/resources/hadoop/conf";
+
+    private static final String DATA_PATH = "src/test/resources/data/customer.tbl";
+    private static final String HDFS_INPUT_PATH = "/customer/";
+    private static final String HDFS_OUTPUT_PATH = "/customer_result/";
+
+    private static final String HADOOP_CONF_PATH = ACTUAL_RESULT_DIR + File.separator + "conf.xml";
+    private MiniDFSCluster dfsCluster;
+
+    private JobConf conf = new JobConf();
+    private int numberOfNC = 2;
+
+    @Override
+    public void setUp() throws Exception {
+        cleanupStores();
+        HyracksUtils.init();
+        FileUtils.forceMkdir(new File(ACTUAL_RESULT_DIR));
+        FileUtils.cleanDirectory(new File(ACTUAL_RESULT_DIR));
+        startHDFS();
+    }
+
+    private void cleanupStores() throws IOException {
+        FileUtils.forceMkdir(new File("teststore"));
+        FileUtils.forceMkdir(new File("build"));
+        FileUtils.cleanDirectory(new File("teststore"));
+        FileUtils.cleanDirectory(new File("build"));
+    }
+
+    /**
+     * Start the HDFS cluster and setup the data files
+     * 
+     * @throws IOException
+     */
+    private void startHDFS() throws IOException {
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/core-site.xml"));
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/mapred-site.xml"));
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/hdfs-site.xml"));
+
+        FileSystem lfs = FileSystem.getLocal(new Configuration());
+        lfs.delete(new Path("build"), true);
+        System.setProperty("hadoop.log.dir", "logs");
+        dfsCluster = new MiniDFSCluster(conf, numberOfNC, true, null);
+        FileSystem dfs = FileSystem.get(conf);
+        Path src = new Path(DATA_PATH);
+        Path dest = new Path(HDFS_INPUT_PATH);
+        Path result = new Path(HDFS_OUTPUT_PATH);
+        dfs.mkdirs(dest);
+        dfs.mkdirs(result);
+        dfs.copyFromLocalFile(src, dest);
+
+        DataOutputStream confOutput = new DataOutputStream(new FileOutputStream(new File(HADOOP_CONF_PATH)));
+        conf.writeXml(confOutput);
+        confOutput.flush();
+        confOutput.close();
+    }
+
+    /**
+     * Test a job with only HDFS read and writes.
+     * 
+     * @throws Exception
+     */
+    public void testHDFSReadWriteOperators() throws Exception {
+        FileInputFormat.setInputPaths(conf, HDFS_INPUT_PATH);
+        FileOutputFormat.setOutputPath(conf, new Path(HDFS_OUTPUT_PATH));
+        conf.setInputFormat(TextInputFormat.class);
+
+        Scheduler scheduler = new Scheduler(HyracksUtils.CC_HOST, HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
+        InputSplit[] splits = conf.getInputFormat().getSplits(conf, numberOfNC * 4);
+
+        String[] readSchedule = scheduler.getLocationConstraints(splits);
+        JobSpecification jobSpec = new JobSpecification();
+        RecordDescriptor recordDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE });
+
+        String[] locations = new String[] { HyracksUtils.NC1_ID, HyracksUtils.NC1_ID, HyracksUtils.NC2_ID,
+                HyracksUtils.NC2_ID };
+        HDFSReadOperatorDescriptor readOperator = new HDFSReadOperatorDescriptor(jobSpec, recordDesc, conf, splits,
+                readSchedule, new TextKeyValueParserFactory());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, readOperator, locations);
+
+        ExternalSortOperatorDescriptor sortOperator = new ExternalSortOperatorDescriptor(jobSpec, 10, new int[] { 0 },
+                new IBinaryComparatorFactory[] { RawBinaryComparatorFactory.INSTANCE }, recordDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, sortOperator, locations);
+
+        HDFSWriteOperatorDescriptor writeOperator = new HDFSWriteOperatorDescriptor(jobSpec, conf,
+                new TextTupleWriterFactory());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, writeOperator, HyracksUtils.NC1_ID);
+
+        jobSpec.connect(new OneToOneConnectorDescriptor(jobSpec), readOperator, 0, sortOperator, 0);
+        jobSpec.connect(new MToNPartitioningMergingConnectorDescriptor(jobSpec, new FieldHashPartitionComputerFactory(
+                new int[] { 0 }, new IBinaryHashFunctionFactory[] { RawBinaryHashFunctionFactory.INSTANCE }),
+                new int[] { 0 }, new IBinaryComparatorFactory[] { RawBinaryComparatorFactory.INSTANCE }), sortOperator,
+                0, writeOperator, 0);
+        jobSpec.addRoot(writeOperator);
+
+        IHyracksClientConnection client = new HyracksConnection(HyracksUtils.CC_HOST,
+                HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
+        JobId jobId = client.startJob(jobSpec);
+        client.waitForCompletion(jobId);
+
+        Assert.assertEquals(true, checkResults());
+    }
+
+    /**
+     * Check if the results are correct
+     * 
+     * @return true if correct
+     * @throws Exception
+     */
+    private boolean checkResults() throws Exception {
+        FileSystem dfs = FileSystem.get(conf);
+        Path result = new Path(HDFS_OUTPUT_PATH);
+        Path actual = new Path(ACTUAL_RESULT_DIR);
+        dfs.copyToLocalFile(result, actual);
+
+        TestUtils.compareWithResult(new File(EXPECTED_RESULT_PATH + File.separator + "part-0"), new File(
+                ACTUAL_RESULT_DIR + File.separator + "customer_result" + File.separator + "part-0"));
+        return true;
+    }
+
+    /**
+     * cleanup hdfs cluster
+     */
+    private void cleanupHDFS() throws Exception {
+        dfsCluster.shutdown();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        HyracksUtils.deinit();
+        cleanupHDFS();
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/scheduler/SchedulerTest.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/scheduler/SchedulerTest.java
new file mode 100644
index 0000000..1f394a9
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/scheduler/SchedulerTest.java
@@ -0,0 +1,341 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.scheduler;
+
+import java.io.FileReader;
+import java.io.IOException;
+import java.net.InetAddress;
+import java.util.HashMap;
+import java.util.Map;
+
+import junit.framework.Assert;
+import junit.framework.TestCase;
+
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapred.FileSplit;
+import org.apache.hadoop.mapred.InputSplit;
+import org.xml.sax.InputSource;
+import org.xml.sax.SAXException;
+
+import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+import edu.uci.ics.hyracks.api.client.NodeStatus;
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+import edu.uci.ics.hyracks.api.topology.ClusterTopology;
+import edu.uci.ics.hyracks.api.topology.TopologyDefinitionParser;
+
+@SuppressWarnings("deprecation")
+public class SchedulerTest extends TestCase {
+    private static String TOPOLOGY_PATH = "src/test/resources/topology.xml";
+
+    private ClusterTopology parseTopology() throws IOException, SAXException {
+        FileReader fr = new FileReader(TOPOLOGY_PATH);
+        InputSource in = new InputSource(fr);
+        try {
+            return TopologyDefinitionParser.parse(in);
+        } finally {
+            fr.close();
+        }
+    }
+
+    /**
+     * Test the scheduler for the case when the Hyracks cluster is the HDFS cluster
+     * 
+     * @throws Exception
+     */
+    public void testSchedulerSimple() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.1").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.1")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.2").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.2")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.3").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.3")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.4").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.4")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.5").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.6").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.6")
+                .getAddress(), 5098)));
+
+        InputSplit[] fileSplits = new InputSplit[6];
+        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" });
+        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" });
+        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc6", "nc2", "nc3", "nc5" };
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     * 
+     * @throws Exception
+     */
+    public void testSchedulerLargerHDFS() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.1").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.1")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.2").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.2")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.3").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.3")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.4").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.4")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc7", new NodeControllerInfo("nc7", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.7").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc12", new NodeControllerInfo("nc12", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.12").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+
+        InputSplit[] fileSplits = new InputSplit[12];
+        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" });
+        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" });
+        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+        fileSplits[6] = new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[7] = new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[8] = new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.14", "10.0.0.11", "10.0.0.13" });
+        fileSplits[9] = new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" });
+        fileSplits[10] = new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.7" });
+        fileSplits[11] = new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" });
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc12",
+                "nc7", "nc7", "nc12" };
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc7", "nc12", "nc7",
+                "nc12" };
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     * 
+     * @throws Exception
+     */
+    public void testSchedulerSmallerHDFS() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.1").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.1")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.2").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.2")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.3").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.3")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.4").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.4")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.5").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.6").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.6")
+                .getAddress(), 5098)));
+
+        InputSplit[] fileSplits = new InputSplit[12];
+        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" });
+        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" });
+        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+        fileSplits[6] = new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[7] = new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[8] = new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" });
+        fileSplits[9] = new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" });
+        fileSplits[10] = new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[11] = new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc5", "nc6",
+                "nc5", "nc6" };
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     * 
+     * @throws Exception
+     */
+    public void testSchedulerSmallerHDFSOdd() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.1").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.1")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.2").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.2")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.3").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.3")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.4").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.4")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.5").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.6").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.6")
+                .getAddress(), 5098)));
+
+        InputSplit[] fileSplits = new InputSplit[13];
+        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" });
+        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" });
+        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+        fileSplits[6] = new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[7] = new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[8] = new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" });
+        fileSplits[9] = new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" });
+        fileSplits[10] = new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[11] = new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+        fileSplits[12] = new FileSplit(new Path("part-13"), 0, 0, new String[] { "10.0.0.2", "10.0.0.4", "10.0.0.5" });
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc5", "nc1",
+                "nc5", "nc2", "nc4" };
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+    }
+
+    /**
+     * Test boundary cases where splits array is empty or null
+     * 
+     * @throws Exception
+     */
+    public void testSchedulercBoundary() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.1").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.1")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.2").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.2")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.3").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.3")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.4").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.4")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.5").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.6").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.6")
+                .getAddress(), 5098)));
+
+        /** test empty file splits */
+        InputSplit[] fileSplits = new InputSplit[0];
+        String[] expectedResults = new String[] {};
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        fileSplits = null;
+        expectedResults = new String[] {};
+
+        scheduler = new Scheduler(ncNameToNcInfos);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/utils/HyracksUtils.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/utils/HyracksUtils.java
new file mode 100644
index 0000000..bdff2fd
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/utils/HyracksUtils.java
@@ -0,0 +1,98 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs.utils;
+
+import java.util.EnumSet;
+
+import edu.uci.ics.hyracks.api.client.HyracksConnection;
+import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
+import edu.uci.ics.hyracks.api.job.JobFlag;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
+import edu.uci.ics.hyracks.control.common.controllers.CCConfig;
+import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
+import edu.uci.ics.hyracks.control.nc.NodeControllerService;
+
+public class HyracksUtils {
+
+    public static final String NC1_ID = "nc1";
+    public static final String NC2_ID = "nc2";
+
+    public static final int DEFAULT_HYRACKS_CC_PORT = 1099;
+    public static final int TEST_HYRACKS_CC_PORT = 1099;
+    public static final int TEST_HYRACKS_CC_CLIENT_PORT = 2099;
+    public static final String CC_HOST = "localhost";
+
+    public static final int FRAME_SIZE = 65536;
+
+    private static ClusterControllerService cc;
+    private static NodeControllerService nc1;
+    private static NodeControllerService nc2;
+    private static IHyracksClientConnection hcc;
+
+    public static void init() throws Exception {
+        CCConfig ccConfig = new CCConfig();
+        ccConfig.clientNetIpAddress = CC_HOST;
+        ccConfig.clusterNetIpAddress = CC_HOST;
+        ccConfig.clusterNetPort = TEST_HYRACKS_CC_PORT;
+        ccConfig.clientNetPort = TEST_HYRACKS_CC_CLIENT_PORT;
+        ccConfig.defaultMaxJobAttempts = 0;
+        ccConfig.jobHistorySize = 0;
+        ccConfig.profileDumpPeriod = -1;
+
+        // cluster controller
+        cc = new ClusterControllerService(ccConfig);
+        cc.start();
+
+        // two node controllers
+        NCConfig ncConfig1 = new NCConfig();
+        ncConfig1.ccHost = "localhost";
+        ncConfig1.clusterNetIPAddress = "localhost";
+        ncConfig1.ccPort = TEST_HYRACKS_CC_PORT;
+        ncConfig1.dataIPAddress = "127.0.0.1";
+        ncConfig1.datasetIPAddress = "127.0.0.1";
+        ncConfig1.nodeId = NC1_ID;
+        nc1 = new NodeControllerService(ncConfig1);
+        nc1.start();
+
+        NCConfig ncConfig2 = new NCConfig();
+        ncConfig2.ccHost = "localhost";
+        ncConfig2.clusterNetIPAddress = "localhost";
+        ncConfig2.ccPort = TEST_HYRACKS_CC_PORT;
+        ncConfig2.dataIPAddress = "127.0.0.1";
+        ncConfig2.datasetIPAddress = "127.0.0.1";
+        ncConfig2.nodeId = NC2_ID;
+        nc2 = new NodeControllerService(ncConfig2);
+        nc2.start();
+
+        // hyracks connection
+        hcc = new HyracksConnection(CC_HOST, TEST_HYRACKS_CC_CLIENT_PORT);
+    }
+
+    public static void deinit() throws Exception {
+        nc2.stop();
+        nc1.stop();
+        cc.stop();
+    }
+
+    public static void runJob(JobSpecification spec, String appName) throws Exception {
+        spec.setFrameSize(FRAME_SIZE);
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        hcc.waitForCompletion(jobId);
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/utils/TestUtils.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/utils/TestUtils.java
similarity index 100%
rename from hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/utils/TestUtils.java
rename to hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs/utils/TestUtils.java
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs2/dataflow/DataflowTest.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs2/dataflow/DataflowTest.java
new file mode 100644
index 0000000..c2892e9
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs2/dataflow/DataflowTest.java
@@ -0,0 +1,208 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs2.dataflow;
+
+import java.io.DataOutputStream;
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.util.List;
+
+import junit.framework.Assert;
+import junit.framework.TestCase;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+import org.apache.hadoop.mapreduce.InputFormat;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.Job;
+import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
+import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
+import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import edu.uci.ics.hyracks.api.client.HyracksConnection;
+import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
+import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobId;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import edu.uci.ics.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import edu.uci.ics.hyracks.hdfs.MiniDFSClusterFactory;
+import edu.uci.ics.hyracks.hdfs.lib.RawBinaryComparatorFactory;
+import edu.uci.ics.hyracks.hdfs.lib.RawBinaryHashFunctionFactory;
+import edu.uci.ics.hyracks.hdfs.lib.TextKeyValueParserFactory;
+import edu.uci.ics.hyracks.hdfs.lib.TextTupleWriterFactory;
+import edu.uci.ics.hyracks.hdfs.utils.HyracksUtils;
+import edu.uci.ics.hyracks.hdfs.utils.TestUtils;
+import edu.uci.ics.hyracks.hdfs2.scheduler.Scheduler;
+
+/**
+ * Test the edu.uci.ics.hyracks.hdfs2.dataflow package,
+ * the operators for the Hadoop new API.
+ */
+public class DataflowTest extends TestCase {
+
+    private static final String ACTUAL_RESULT_DIR = "actual";
+    private static final String EXPECTED_RESULT_PATH = "src/test/resources/expected";
+    private static final String PATH_TO_HADOOP_CONF = "src/test/resources/hadoop/conf";
+
+    private static final String DATA_PATH = "src/test/resources/data/customer.tbl";
+    private static final String HDFS_INPUT_PATH = "/customer/";
+    private static final String HDFS_OUTPUT_PATH = "/customer_result/";
+
+    private static final String HADOOP_CONF_PATH = ACTUAL_RESULT_DIR + File.separator + "conf.xml";
+    private MiniDFSCluster dfsCluster;
+    private MiniDFSClusterFactory dfsClusterFactory = new MiniDFSClusterFactory();
+
+    private Job conf;
+    private int numberOfNC = 2;
+
+    @Override
+    public void setUp() throws Exception {
+        conf = new Job();
+        cleanupStores();
+        HyracksUtils.init();
+        FileUtils.forceMkdir(new File(ACTUAL_RESULT_DIR));
+        FileUtils.cleanDirectory(new File(ACTUAL_RESULT_DIR));
+        startHDFS();
+    }
+
+    private void cleanupStores() throws IOException {
+        FileUtils.forceMkdir(new File("teststore"));
+        FileUtils.forceMkdir(new File("build"));
+        FileUtils.cleanDirectory(new File("teststore"));
+        FileUtils.cleanDirectory(new File("build"));
+    }
+
+    /**
+     * Start the HDFS cluster and setup the data files
+     * 
+     * @throws IOException
+     */
+    private void startHDFS() throws IOException {
+        conf.getConfiguration().addResource(new Path(PATH_TO_HADOOP_CONF + "/core-site.xml"));
+        conf.getConfiguration().addResource(new Path(PATH_TO_HADOOP_CONF + "/mapred-site.xml"));
+        conf.getConfiguration().addResource(new Path(PATH_TO_HADOOP_CONF + "/hdfs-site.xml"));
+
+        FileSystem lfs = FileSystem.getLocal(new Configuration());
+        lfs.delete(new Path("build"), true);
+        System.setProperty("hadoop.log.dir", "logs");
+        dfsCluster = dfsClusterFactory.getMiniDFSCluster(conf.getConfiguration(), numberOfNC);
+        FileSystem dfs = FileSystem.get(conf.getConfiguration());
+        Path src = new Path(DATA_PATH);
+        Path dest = new Path(HDFS_INPUT_PATH);
+        Path result = new Path(HDFS_OUTPUT_PATH);
+        dfs.mkdirs(dest);
+        dfs.mkdirs(result);
+        dfs.copyFromLocalFile(src, dest);
+
+        DataOutputStream confOutput = new DataOutputStream(new FileOutputStream(new File(HADOOP_CONF_PATH)));
+        conf.getConfiguration().writeXml(confOutput);
+        confOutput.flush();
+        confOutput.close();
+    }
+
+    /**
+     * Test a job with only HDFS read and writes.
+     * 
+     * @throws Exception
+     */
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    public void testHDFSReadWriteOperators() throws Exception {
+        FileInputFormat.setInputPaths(conf, HDFS_INPUT_PATH);
+        FileOutputFormat.setOutputPath(conf, new Path(HDFS_OUTPUT_PATH));
+        conf.setInputFormatClass(TextInputFormat.class);
+
+        Scheduler scheduler = new Scheduler(HyracksUtils.CC_HOST, HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
+        InputFormat inputFormat = ReflectionUtils.newInstance(conf.getInputFormatClass(), conf.getConfiguration());
+        List<InputSplit> splits = inputFormat.getSplits(conf);
+
+        String[] readSchedule = scheduler.getLocationConstraints(splits);
+        JobSpecification jobSpec = new JobSpecification();
+        RecordDescriptor recordDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE });
+
+        String[] locations = new String[] { HyracksUtils.NC1_ID, HyracksUtils.NC1_ID, HyracksUtils.NC2_ID,
+                HyracksUtils.NC2_ID };
+        HDFSReadOperatorDescriptor readOperator = new HDFSReadOperatorDescriptor(jobSpec, recordDesc, conf, splits,
+                readSchedule, new TextKeyValueParserFactory());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, readOperator, locations);
+
+        ExternalSortOperatorDescriptor sortOperator = new ExternalSortOperatorDescriptor(jobSpec, 10, new int[] { 0 },
+                new IBinaryComparatorFactory[] { RawBinaryComparatorFactory.INSTANCE }, recordDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, sortOperator, locations);
+
+        HDFSWriteOperatorDescriptor writeOperator = new HDFSWriteOperatorDescriptor(jobSpec, conf,
+                new TextTupleWriterFactory());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, writeOperator, HyracksUtils.NC1_ID);
+
+        jobSpec.connect(new OneToOneConnectorDescriptor(jobSpec), readOperator, 0, sortOperator, 0);
+        jobSpec.connect(new MToNPartitioningMergingConnectorDescriptor(jobSpec, new FieldHashPartitionComputerFactory(
+                new int[] { 0 }, new IBinaryHashFunctionFactory[] { RawBinaryHashFunctionFactory.INSTANCE }),
+                new int[] { 0 }, new IBinaryComparatorFactory[] { RawBinaryComparatorFactory.INSTANCE }), sortOperator,
+                0, writeOperator, 0);
+        jobSpec.addRoot(writeOperator);
+
+        IHyracksClientConnection client = new HyracksConnection(HyracksUtils.CC_HOST,
+                HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
+        JobId jobId = client.startJob(jobSpec);
+        client.waitForCompletion(jobId);
+
+        Assert.assertEquals(true, checkResults());
+    }
+
+    /**
+     * Check if the results are correct
+     * 
+     * @return true if correct
+     * @throws Exception
+     */
+    private boolean checkResults() throws Exception {
+        FileSystem dfs = FileSystem.get(conf.getConfiguration());
+        Path result = new Path(HDFS_OUTPUT_PATH);
+        Path actual = new Path(ACTUAL_RESULT_DIR);
+        dfs.copyToLocalFile(result, actual);
+
+        TestUtils.compareWithResult(new File(EXPECTED_RESULT_PATH + File.separator + "part-0"), new File(
+                ACTUAL_RESULT_DIR + File.separator + "customer_result" + File.separator + "part-0"));
+        return true;
+    }
+
+    /**
+     * cleanup hdfs cluster
+     */
+    private void cleanupHDFS() throws Exception {
+        dfsCluster.shutdown();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        HyracksUtils.deinit();
+        cleanupHDFS();
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs2/scheduler/SchedulerTest.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs2/scheduler/SchedulerTest.java
new file mode 100644
index 0000000..442aeae0
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/edu/uci/ics/hyracks/hdfs2/scheduler/SchedulerTest.java
@@ -0,0 +1,238 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.hdfs2.scheduler;
+
+import java.net.InetAddress;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import junit.framework.Assert;
+import junit.framework.TestCase;
+
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.lib.input.FileSplit;
+
+import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
+import edu.uci.ics.hyracks.api.client.NodeStatus;
+import edu.uci.ics.hyracks.api.comm.NetworkAddress;
+
+/**
+ * Test case for the new HDFS API scheduler
+ */
+public class SchedulerTest extends TestCase {
+
+    /**
+     * Test the scheduler for the case when the Hyracks cluster is the HDFS cluster
+     * 
+     * @throws Exception
+     */
+    public void testSchedulerSimple() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.1").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.1")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.2").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.2")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.3").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.3")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.4").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.4")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.5").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.6").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.6")
+                .getAddress(), 5098)));
+
+        List<InputSplit> fileSplits = new ArrayList<InputSplit>();
+        fileSplits.add(new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc6", "nc2", "nc3", "nc5" };
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     * 
+     * @throws Exception
+     */
+    public void testSchedulerLargerHDFS() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.1").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.1")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.2").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.2")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.3").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.3")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.4").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.4")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.5").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.6").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.6")
+                .getAddress(), 5098)));
+
+        List<InputSplit> fileSplits = new ArrayList<InputSplit>();
+        fileSplits.add(new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.7" }));
+        fileSplits.add(new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc6", "nc1", "nc4", "nc2", "nc2", "nc3", "nc6", "nc5",
+                "nc3", "nc5" };
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     * 
+     * @throws Exception
+     */
+    public void testSchedulerSmallerHDFS() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.1").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.1")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.2").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.2")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.3").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.3")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.4").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.4")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.5").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.6").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.6")
+                .getAddress(), 5098)));
+
+        List<InputSplit> fileSplits = new ArrayList<InputSplit>();
+        fileSplits.add(new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" }));
+        fileSplits.add(new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" }));
+        fileSplits.add(new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc5", "nc6",
+                "nc5", "nc6" };
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     * 
+     * @throws Exception
+     */
+    public void testSchedulerSmallerHDFSOdd() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.1").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.1")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.2").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.2")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.3").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.3")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.4").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.4")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.5").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.5")
+                .getAddress(), 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
+                .getByName("10.0.0.6").getAddress(), 5099), new NetworkAddress(InetAddress.getByName("10.0.0.6")
+                .getAddress(), 5098)));
+
+        List<InputSplit> fileSplits = new ArrayList<InputSplit>();
+        fileSplits.add(new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" }));
+        fileSplits.add(new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" }));
+        fileSplits.add(new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-13"), 0, 0, new String[] { "10.0.0.2", "10.0.0.4", "10.0.0.5" }));
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc5", "nc1",
+                "nc5", "nc2", "nc4" };
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/src/test/resources/data/customer.tbl b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/data/customer.tbl
similarity index 100%
rename from hyracks/hyracks-hdfs/src/test/resources/data/customer.tbl
rename to hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/data/customer.tbl
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/expected/part-0 b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/expected/part-0
new file mode 100755
index 0000000..ce3b00c
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/expected/part-0
@@ -0,0 +1,150 @@
+100|Customer#000000100|fptUABXcmkC5Wx|20|30-749-445-4907|9889.89|FURNITURE|was furiously fluffily quiet deposits. silent, pending requests boost against |
+101|Customer#000000101|sMmL2rNeHDltovSm Y|2|12-514-298-3699|7470.96|MACHINERY| sleep. pending packages detect slyly ironic pack|
+102|Customer#000000102|UAtflJ06 fn9zBfKjInkQZlWtqaA|19|29-324-978-8538|8462.17|BUILDING|ously regular dependencies nag among the furiously express dinos. blithely final|
+103|Customer#000000103|8KIsQX4LJ7QMsj6DrtFtXu0nUEdV,8a|9|19-216-107-2107|2757.45|BUILDING|furiously pending notornis boost slyly around the blithely ironic ideas? final, even instructions cajole fl|
+104|Customer#000000104|9mcCK L7rt0SwiYtrbO88DiZS7U d7M|10|20-966-284-8065|-588.38|FURNITURE|rate carefully slyly special pla|
+105|Customer#000000105|4iSJe4L SPjg7kJj98Yz3z0B|10|20-793-553-6417|9091.82|MACHINERY|l pains cajole even accounts. quietly final instructi|
+106|Customer#000000106|xGCOEAUjUNG|1|11-751-989-4627|3288.42|MACHINERY|lose slyly. ironic accounts along the evenly regular theodolites wake about the special, final gifts. |
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+79|Customer#000000079|n5hH2ftkVRwW8idtD,BmM2|15|25-147-850-4166|5121.28|MACHINERY|es. packages haggle furiously. regular, special requests poach after the quickly express ideas. blithely pending re|
+7|Customer#000000007|TcGe5gaZNgVePxU5kRrvXBfkasDTea|18|28-190-982-9759|9561.95|AUTOMOBILE|ainst the ironic, express theodolites. express, even pinto beans among the exp|
+80|Customer#000000080|K,vtXp8qYB |0|10-267-172-7101|7383.53|FURNITURE|tect among the dependencies. bold accounts engage closely even pinto beans. ca|
+81|Customer#000000081|SH6lPA7JiiNC6dNTrR|20|30-165-277-3269|2023.71|BUILDING|r packages. fluffily ironic requests cajole fluffily. ironically regular theodolit|
+82|Customer#000000082|zhG3EZbap4c992Gj3bK,3Ne,Xn|18|28-159-442-5305|9468.34|AUTOMOBILE|s wake. bravely regular accounts are furiously. regula|
+83|Customer#000000083|HnhTNB5xpnSF20JBH4Ycs6psVnkC3RDf|22|32-817-154-4122|6463.51|BUILDING|ccording to the quickly bold warhorses. final, regular foxes integrate carefully. bold packages nag blithely ev|
+84|Customer#000000084|lpXz6Fwr9945rnbtMc8PlueilS1WmASr CB|11|21-546-818-3802|5174.71|FURNITURE|ly blithe foxes. special asymptotes haggle blithely against the furiously regular depo|
+85|Customer#000000085|siRerlDwiolhYR 8FgksoezycLj|5|15-745-585-8219|3386.64|FURNITURE|ronic ideas use above the slowly pendin|
+86|Customer#000000086|US6EGGHXbTTXPL9SBsxQJsuvy|0|10-677-951-2353|3306.32|HOUSEHOLD|quests. pending dugouts are carefully aroun|
+87|Customer#000000087|hgGhHVSWQl 6jZ6Ev|23|33-869-884-7053|6327.54|FURNITURE|hely ironic requests integrate according to the ironic accounts. slyly regular pla|
+88|Customer#000000088|wtkjBN9eyrFuENSMmMFlJ3e7jE5KXcg|16|26-516-273-2566|8031.44|AUTOMOBILE|s are quickly above the quickly ironic instructions; even requests about the carefully final deposi|
+89|Customer#000000089|dtR, y9JQWUO6FoJExyp8whOU|14|24-394-451-5404|1530.76|FURNITURE|counts are slyly beyond the slyly final accounts. quickly final ideas wake. r|
+8|Customer#000000008|I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5|17|27-147-574-9335|6819.74|BUILDING|among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide|
+90|Customer#000000090|QxCzH7VxxYUWwfL7|16|26-603-491-1238|7354.23|BUILDING|sly across the furiously even |
+91|Customer#000000091|S8OMYFrpHwoNHaGBeuS6E 6zhHGZiprw1b7 q|8|18-239-400-3677|4643.14|AUTOMOBILE|onic accounts. fluffily silent pinto beans boost blithely according to the fluffily exp|
+92|Customer#000000092|obP PULk2LH LqNF,K9hcbNqnLAkJVsl5xqSrY,|2|12-446-416-8471|1182.91|MACHINERY|. pinto beans hang slyly final deposits. ac|
+93|Customer#000000093|EHXBr2QGdh|7|17-359-388-5266|2182.52|MACHINERY|press deposits. carefully regular platelets r|
+94|Customer#000000094|IfVNIN9KtkScJ9dUjK3Pg5gY1aFeaXewwf|9|19-953-499-8833|5500.11|HOUSEHOLD|latelets across the bold, final requests sleep according to the fluffily bold accounts. unusual deposits amon|
+95|Customer#000000095|EU0xvmWvOmUUn5J,2z85DQyG7QCJ9Xq7|15|25-923-255-2929|5327.38|MACHINERY|ithely. ruthlessly final requests wake slyly alongside of the furiously silent pinto beans. even the|
+96|Customer#000000096|vWLOrmXhRR|8|18-422-845-1202|6323.92|AUTOMOBILE|press requests believe furiously. carefully final instructions snooze carefully. |
+97|Customer#000000097|OApyejbhJG,0Iw3j rd1M|17|27-588-919-5638|2164.48|AUTOMOBILE|haggle slyly. bold, special ideas are blithely above the thinly bold theo|
+98|Customer#000000098|7yiheXNSpuEAwbswDW|12|22-885-845-6889|-551.37|BUILDING|ages. furiously pending accounts are quickly carefully final foxes: busily pe|
+99|Customer#000000099|szsrOiPtCHVS97Lt|15|25-515-237-9232|4088.65|HOUSEHOLD|cajole slyly about the regular theodolites! furiously bold requests nag along the pending, regular packages. somas|
+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
diff --git a/hyracks/hyracks-hdfs/src/test/resources/hadoop/conf/core-site.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/core-site.xml
similarity index 100%
rename from hyracks/hyracks-hdfs/src/test/resources/hadoop/conf/core-site.xml
rename to hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/core-site.xml
diff --git a/hyracks/hyracks-hdfs/src/test/resources/hadoop/conf/hdfs-site.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/hdfs-site.xml
similarity index 100%
rename from hyracks/hyracks-hdfs/src/test/resources/hadoop/conf/hdfs-site.xml
rename to hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/hdfs-site.xml
diff --git a/hyracks/hyracks-hdfs/src/test/resources/hadoop/conf/log4j.properties b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/log4j.properties
similarity index 100%
rename from hyracks/hyracks-hdfs/src/test/resources/hadoop/conf/log4j.properties
rename to hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/log4j.properties
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/mapred-site.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/mapred-site.xml
new file mode 100644
index 0000000..39b6505
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/mapred-site.xml
@@ -0,0 +1,25 @@
+<?xml version="1.0"?>
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+
+<!-- Put site-specific property overrides in this file. -->
+
+<configuration>
+
+  <property>
+    <name>mapred.job.tracker</name>
+    <value>localhost:29007</value>
+  </property>
+  <property>
+     <name>mapred.tasktracker.map.tasks.maximum</name>
+     <value>20</value>
+  </property>
+   <property>
+      <name>mapred.tasktracker.reduce.tasks.maximum</name>
+      <value>20</value>
+   </property>
+   <property>
+      <name>mapred.max.split.size</name>
+      <value>2048</value>
+   </property>
+
+</configuration>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/topology.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/topology.xml
new file mode 100644
index 0000000..3a0ac7e
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/topology.xml
@@ -0,0 +1,32 @@
+<cluster-topology>
+	<network-switch name="all">
+		<network-switch name="rack1">
+			<terminal name="10.0.0.1" />
+			<terminal name="10.0.0.5" />
+			<terminal name="10.0.0.9" />
+			<terminal name="10.0.0.13" />
+			<terminal name="10.0.0.17" />
+		</network-switch>
+		<network-switch name="rack2">
+			<terminal name="10.0.0.2" />
+			<terminal name="10.0.0.6" />
+			<terminal name="10.0.0.10" />
+			<terminal name="10.0.0.14" />
+			<terminal name="10.0.0.18" />
+		</network-switch>
+		<network-switch name="rack3">
+			<terminal name="10.0.0.3" />
+			<terminal name="10.0.0.7" />
+			<terminal name="10.0.0.11" />
+			<terminal name="10.0.0.15" />
+			<terminal name="10.0.0.19" />
+		</network-switch>
+		<network-switch name="rack4">
+			<terminal name="10.0.0.4" />
+			<terminal name="10.0.0.8" />
+			<terminal name="10.0.0.12" />
+			<terminal name="10.0.0.16" />
+			<terminal name="10.0.0.20" />
+		</network-switch>
+	</network-switch>
+</cluster-topology>
\ No newline at end of file
diff --git a/hyracks/hyracks-hdfs/pom.xml b/hyracks/hyracks-hdfs/pom.xml
index 105b700..bea1244 100644
--- a/hyracks/hyracks-hdfs/pom.xml
+++ b/hyracks/hyracks-hdfs/pom.xml
@@ -1,118 +1,19 @@
-<?xml version="1.0"?>
-<project
-	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"
-	xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
-	<modelVersion>4.0.0</modelVersion>
-	<parent>
-		<artifactId>hyracks</artifactId>
-		<groupId>edu.uci.ics.hyracks</groupId>
-		<version>0.2.3-SNAPSHOT</version>
-	</parent>
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-hdfs</artifactId>
+  <packaging>pom</packaging>
+  <name>hyracks-hdfs</name>
 
-	<artifactId>hyracks-hdfs</artifactId>
-	<name>hyracks-hdfs</name>
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
 
-	<build>
-		<plugins>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-compiler-plugin</artifactId>
-				<version>2.0.2</version>
-				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
-				</configuration>
-			</plugin>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-surefire-plugin</artifactId>
-				<version>2.7.2</version>
-				<configuration>
-					<forkMode>pertest</forkMode>
-					<includes>
-						<include>**/*TestSuite.java</include>
-						<include>**/*Test.java</include>
-					</includes>
-				</configuration>
-			</plugin>
-			<plugin>
-				<artifactId>maven-clean-plugin</artifactId>
-				<version>2.5</version>
-				<configuration>
-					<filesets>
-						<fileset>
-							<directory>.</directory>
-							<includes>
-								<include>teststore*</include>
-								<include>edu*</include>
-								<include>actual*</include>
-								<include>build*</include>
-								<include>expect*</include>
-								<include>ClusterController*</include>
-							</includes>
-						</fileset>
-					</filesets>
-				</configuration>
-			</plugin>
-		</plugins>
-	</build>
-
-	<dependencies>
-		<dependency>
-			<groupId>junit</groupId>
-			<artifactId>junit</artifactId>
-			<version>3.8.1</version>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>edu.uci.ics.hyracks</groupId>
-			<artifactId>hyracks-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>edu.uci.ics.hyracks</groupId>
-			<artifactId>hyracks-dataflow-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>edu.uci.ics.hyracks</groupId>
-			<artifactId>hyracks-dataflow-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-core</artifactId>
-			<version>0.20.2</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>edu.uci.ics.hyracks</groupId>
-			<artifactId>hyracks-control-cc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>edu.uci.ics.hyracks</groupId>
-			<artifactId>hyracks-control-nc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-test</artifactId>
-			<version>0.20.2</version>
-			<type>jar</type>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.commons</groupId>
-			<artifactId>commons-io</artifactId>
-			<version>1.3.2</version>
-			<scope>test</scope>
-		</dependency>
-	</dependencies>
+  <modules>
+    <module>hyracks-hdfs-0.20.2</module>
+    <module>hyracks-hdfs-0.23.1</module>
+    <module>hyracks-hdfs-core</module>
+  </modules>
 </project>
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParser.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParser.java
deleted file mode 100644
index 523786c..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParser.java
+++ /dev/null
@@ -1,26 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.api;
-
-import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-
-public interface IKeyValueParser<K, V> {
-
-    public void parse(K key, V value, IFrameWriter writer) throws HyracksDataException;
-
-    public void flush(IFrameWriter writer) throws HyracksDataException;
-}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParserFactory.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParserFactory.java
deleted file mode 100644
index cc16087..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/IKeyValueParserFactory.java
+++ /dev/null
@@ -1,26 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.api;
-
-import java.io.Serializable;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-
-public interface IKeyValueParserFactory<K, V> extends Serializable {
-
-    public IKeyValueParser<K, V> createKeyValueParser(IHyracksTaskContext ctx);
-
-}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriter.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriter.java
deleted file mode 100644
index 05bb102..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriter.java
+++ /dev/null
@@ -1,27 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.api;
-
-import java.io.DataOutput;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-
-public interface ITupleWriter {
-
-    public void write(DataOutput output, ITupleReference tuple) throws HyracksDataException;
-
-}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriterFactory.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriterFactory.java
deleted file mode 100644
index 35313f9..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/api/ITupleWriterFactory.java
+++ /dev/null
@@ -1,24 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.api;
-
-import java.io.Serializable;
-
-public interface ITupleWriterFactory extends Serializable {
-
-    public ITupleWriter getTupleWriter();
-
-}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSReadOperatorDescriptor.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSReadOperatorDescriptor.java
deleted file mode 100644
index 50dac60..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSReadOperatorDescriptor.java
+++ /dev/null
@@ -1,97 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.dataflow;
-
-import org.apache.hadoop.mapred.InputFormat;
-import org.apache.hadoop.mapred.InputSplit;
-import org.apache.hadoop.mapred.JobConf;
-import org.apache.hadoop.mapred.RecordReader;
-import org.apache.hadoop.mapred.Reporter;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
-import edu.uci.ics.hyracks.hdfs.api.IKeyValueParser;
-import edu.uci.ics.hyracks.hdfs.api.IKeyValueParserFactory;
-
-@SuppressWarnings({ "deprecation", "rawtypes" })
-public class HDFSReadOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
-
-    private static final long serialVersionUID = 1L;
-    private ConfFactory confFactory;
-    private InputSplitsFactory splitsFactory;
-    private String[] scheduledLocations;
-    private IKeyValueParserFactory tupleParserFactory;
-
-    public HDFSReadOperatorDescriptor(JobSpecification spec, RecordDescriptor rd, JobConf conf, InputSplit[] splits,
-            String[] scheduledLocations, IKeyValueParserFactory tupleParserFactory) throws HyracksException {
-        super(spec, 0, 1);
-        try {
-            this.splitsFactory = new InputSplitsFactory(splits);
-            this.confFactory = new ConfFactory(conf);
-        } catch (Exception e) {
-            throw new HyracksException(e);
-        }
-        this.scheduledLocations = scheduledLocations;
-        this.tupleParserFactory = tupleParserFactory;
-        this.recordDescriptors[0] = rd;
-    }
-
-    @Override
-    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
-            IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
-            throws HyracksDataException {
-        final InputSplit[] inputSplits = splitsFactory.getSplits();
-        final JobConf conf = confFactory.getConf();
-
-        return new AbstractUnaryOutputSourceOperatorNodePushable() {
-            private String nodeName = ctx.getJobletContext().getApplicationContext().getNodeId();
-
-            @SuppressWarnings("unchecked")
-            @Override
-            public void initialize() throws HyracksDataException {
-                try {
-                    IKeyValueParser parser = tupleParserFactory.createKeyValueParser(ctx);
-                    writer.open();
-                    InputFormat inputFormat = conf.getInputFormat();
-                    for (int i = 0; i < inputSplits.length; i++) {
-                        /**
-                         * read all the partitions scheduled to the current node
-                         */
-                        if (scheduledLocations[i].equals(nodeName)) {
-                            RecordReader reader = inputFormat.getRecordReader(inputSplits[i], conf, Reporter.NULL);
-                            Object key = reader.createKey();
-                            Object value = reader.createValue();
-                            while (reader.next(key, value) == true) {
-                                parser.parse(key, value, writer);
-                            }
-                        }
-                    }
-                    parser.flush(writer);
-                    writer.close();
-                } catch (Exception e) {
-                    throw new HyracksDataException(e);
-                }
-            }
-        };
-    }
-}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSWriteOperatorDescriptor.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSWriteOperatorDescriptor.java
deleted file mode 100644
index 740f90e..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/HDFSWriteOperatorDescriptor.java
+++ /dev/null
@@ -1,108 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.dataflow;
-
-import java.io.File;
-import java.nio.ByteBuffer;
-
-import org.apache.hadoop.fs.FSDataOutputStream;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.mapred.FileOutputFormat;
-import org.apache.hadoop.mapred.JobConf;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
-import edu.uci.ics.hyracks.hdfs.api.ITupleWriter;
-import edu.uci.ics.hyracks.hdfs.api.ITupleWriterFactory;
-
-@SuppressWarnings("deprecation")
-public class HDFSWriteOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
-
-    private static final long serialVersionUID = 1L;
-    private ConfFactory confFactory;
-    private ITupleWriterFactory tupleWriterFactory;
-
-    public HDFSWriteOperatorDescriptor(JobSpecification spec, JobConf conf, ITupleWriterFactory tupleWriterFactory)
-            throws HyracksException {
-        super(spec, 1, 0);
-        this.confFactory = new ConfFactory(conf);
-        this.tupleWriterFactory = tupleWriterFactory;
-    }
-
-    @Override
-    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
-            final IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
-            throws HyracksDataException {
-        final JobConf conf = confFactory.getConf();
-        final String outputDirPath = FileOutputFormat.getOutputPath(conf).toString();
-
-        return new AbstractUnaryInputSinkOperatorNodePushable() {
-
-            private String fileName = outputDirPath + File.separator + "part-" + partition;
-            private FSDataOutputStream dos;
-            private RecordDescriptor inputRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);;
-            private FrameTupleAccessor accessor = new FrameTupleAccessor(ctx.getFrameSize(), inputRd);
-            private FrameTupleReference tuple = new FrameTupleReference();
-            private ITupleWriter tupleWriter;
-
-            @Override
-            public void open() throws HyracksDataException {
-                tupleWriter = tupleWriterFactory.getTupleWriter();
-                try {
-                    FileSystem dfs = FileSystem.get(conf);
-                    dos = dfs.create(new Path(fileName), true);
-                } catch (Exception e) {
-                    throw new HyracksDataException(e);
-                }
-            }
-
-            @Override
-            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-                accessor.reset(buffer);
-                int tupleCount = accessor.getTupleCount();
-                for (int i = 0; i < tupleCount; i++) {
-                    tuple.reset(accessor, i);
-                    tupleWriter.write(dos, tuple);
-                }
-            }
-
-            @Override
-            public void fail() throws HyracksDataException {
-
-            }
-
-            @Override
-            public void close() throws HyracksDataException {
-                try {
-                    dos.close();
-                } catch (Exception e) {
-                    throw new HyracksDataException(e);
-                }
-            }
-
-        };
-    }
-}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/InputSplitsFactory.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/InputSplitsFactory.java
deleted file mode 100644
index 9cc9ebc..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/dataflow/InputSplitsFactory.java
+++ /dev/null
@@ -1,103 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.dataflow;
-
-import java.io.ByteArrayInputStream;
-import java.io.ByteArrayOutputStream;
-import java.io.DataInputStream;
-import java.io.DataOutputStream;
-import java.io.IOException;
-import java.io.Serializable;
-import java.lang.reflect.Constructor;
-
-import org.apache.hadoop.mapred.InputSplit;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-
-@SuppressWarnings({ "deprecation", "rawtypes" })
-public class InputSplitsFactory implements Serializable {
-
-    private static final long serialVersionUID = 1L;
-    private byte[] splitBytes;
-    private String splitClassName;
-
-    public InputSplitsFactory(InputSplit[] splits) throws HyracksDataException {
-        splitBytes = splitsToBytes(splits);
-        if (splits.length > 0) {
-            splitClassName = splits[0].getClass().getName();
-        }
-    }
-
-    public InputSplit[] getSplits() throws HyracksDataException {
-        return bytesToSplits(splitBytes);
-    }
-
-    /**
-     * Convert splits to bytes.
-     * 
-     * @param splits
-     *            input splits
-     * @return bytes which serialize the splits
-     * @throws IOException
-     */
-    private byte[] splitsToBytes(InputSplit[] splits) throws HyracksDataException {
-        try {
-            ByteArrayOutputStream bos = new ByteArrayOutputStream();
-            DataOutputStream dos = new DataOutputStream(bos);
-            dos.writeInt(splits.length);
-            for (int i = 0; i < splits.length; i++) {
-                splits[i].write(dos);
-            }
-            dos.close();
-            return bos.toByteArray();
-        } catch (Exception e) {
-            throw new HyracksDataException(e);
-        }
-    }
-
-    /**
-     * Covert bytes to splits.
-     * 
-     * @param bytes
-     * @return
-     * @throws HyracksDataException
-     */
-    private InputSplit[] bytesToSplits(byte[] bytes) throws HyracksDataException {
-        try {
-            Class splitClass = Class.forName(splitClassName);
-            Constructor[] constructors = splitClass.getDeclaredConstructors();
-            Constructor defaultConstructor = null;
-            for (Constructor constructor : constructors) {
-                if (constructor.getParameterTypes().length == 0) {
-                    constructor.setAccessible(true);
-                    defaultConstructor = constructor;
-                }
-            }
-            ByteArrayInputStream bis = new ByteArrayInputStream(bytes);
-            DataInputStream dis = new DataInputStream(bis);
-            int size = dis.readInt();
-            InputSplit[] splits = new InputSplit[size];
-            for (int i = 0; i < size; i++) {
-                splits[i] = (InputSplit) defaultConstructor.newInstance();
-                splits[i].readFields(dis);
-            }
-            dis.close();
-            return splits;
-        } catch (Exception e) {
-            throw new HyracksDataException(e);
-        }
-    }
-}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextKeyValueParserFactory.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextKeyValueParserFactory.java
deleted file mode 100644
index c691f5d..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextKeyValueParserFactory.java
+++ /dev/null
@@ -1,66 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.lib;
-
-import java.nio.ByteBuffer;
-
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.io.Text;
-
-import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
-import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
-import edu.uci.ics.hyracks.hdfs.api.IKeyValueParser;
-import edu.uci.ics.hyracks.hdfs.api.IKeyValueParserFactory;
-
-public class TextKeyValueParserFactory implements IKeyValueParserFactory<LongWritable, Text> {
-    private static final long serialVersionUID = 1L;
-
-    @Override
-    public IKeyValueParser<LongWritable, Text> createKeyValueParser(final IHyracksTaskContext ctx) {
-
-        final ArrayTupleBuilder tb = new ArrayTupleBuilder(1);
-        final ByteBuffer buffer = ctx.allocateFrame();
-        final FrameTupleAppender appender = new FrameTupleAppender(ctx.getFrameSize());
-        appender.reset(buffer, true);
-
-        return new IKeyValueParser<LongWritable, Text>() {
-
-            @Override
-            public void parse(LongWritable key, Text value, IFrameWriter writer) throws HyracksDataException {
-                tb.reset();
-                tb.addField(value.getBytes(), 0, value.getLength());
-                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
-                    FrameUtils.flushFrame(buffer, writer);
-                    appender.reset(buffer, true);
-                    if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
-                        throw new HyracksDataException("tuple cannot be appended into the frame");
-                    }
-                }
-            }
-
-            @Override
-            public void flush(IFrameWriter writer) throws HyracksDataException {
-                FrameUtils.flushFrame(buffer, writer);
-            }
-
-        };
-    }
-
-}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextTupleWriterFactory.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextTupleWriterFactory.java
deleted file mode 100644
index d26721d..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/lib/TextTupleWriterFactory.java
+++ /dev/null
@@ -1,49 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.lib;
-
-import java.io.DataOutput;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.hdfs.api.ITupleWriter;
-import edu.uci.ics.hyracks.hdfs.api.ITupleWriterFactory;
-
-public class TextTupleWriterFactory implements ITupleWriterFactory {
-    private static final long serialVersionUID = 1L;
-
-    @Override
-    public ITupleWriter getTupleWriter() {
-        return new ITupleWriter() {
-            byte newLine = "\n".getBytes()[0];
-
-            @Override
-            public void write(DataOutput output, ITupleReference tuple) throws HyracksDataException {
-                byte[] data = tuple.getFieldData(0);
-                int start = tuple.getFieldStart(0);
-                int len = tuple.getFieldLength(0);
-                try {
-                    output.write(data, start, len);
-                    output.writeByte(newLine);
-                } catch (Exception e) {
-                    throw new HyracksDataException(e);
-                }
-            }
-
-        };
-    }
-
-}
diff --git a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/Scheduler.java b/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/Scheduler.java
deleted file mode 100644
index cb1db45..0000000
--- a/hyracks/hyracks-hdfs/src/main/java/edu/uci/ics/hyracks/hdfs/scheduler/Scheduler.java
+++ /dev/null
@@ -1,209 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.scheduler;
-
-import java.io.IOException;
-import java.net.InetAddress;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Random;
-
-import org.apache.hadoop.mapred.InputSplit;
-
-import edu.uci.ics.hyracks.api.client.HyracksConnection;
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-
-/**
- * The scheduler conduct data-local scheduling for data on HDFS
- */
-@SuppressWarnings({ "rawtypes", "deprecation" })
-public class Scheduler {
-
-    /** a list of NCs */
-    private String[] NCs;
-
-    /** a map from ip to NCs */
-    private Map<String, List<String>> ipToNcMapping = new HashMap<String, List<String>>();
-
-    /** a map from the NC name to the index */
-    private Map<String, Integer> ncNameToIndex = new HashMap<String, Integer>();
-
-    /**
-     * The constructor of the scheduler
-     * 
-     * @param ncNameToNcInfos
-     * @throws HyracksException
-     */
-    public Scheduler(String ipAddress, int port) throws HyracksException {
-        try {
-            IHyracksClientConnection hcc = new HyracksConnection(ipAddress, port);
-            Map<String, NodeControllerInfo> ncNameToNcInfos = hcc.getNodeControllerInfos();
-            loadIPAddressToNCMap(ncNameToNcInfos);
-        } catch (Exception e) {
-            throw new HyracksException(e);
-        }
-    }
-
-    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
-        loadIPAddressToNCMap(ncNameToNcInfos);
-    }
-
-    /**
-     * Set location constraints for a file scan operator with a list of file splits
-     * 
-     * @throws HyracksDataException
-     */
-    public String[] getLocationConstraints(InputSplit[] splits) throws HyracksException {
-        int[] capacity = new int[NCs.length];
-        Arrays.fill(capacity, 0);
-        String[] locations = new String[splits.length];
-        int slots = splits.length % capacity.length == 0 ? (splits.length / capacity.length) : (splits.length
-                / capacity.length + 1);
-
-        try {
-            Random random = new Random(System.currentTimeMillis());
-            boolean scheduled[] = new boolean[splits.length];
-            Arrays.fill(scheduled, false);
-
-            for (int i = 0; i < splits.length; i++) {
-                /**
-                 * get the location of all the splits
-                 */
-                String[] loc = splits[i].getLocations();
-                if (loc.length > 0) {
-                    for (int j = 0; j < loc.length; j++) {
-                        /**
-                         * get all the IP addresses from the name
-                         */
-                        InetAddress[] allIps = InetAddress.getAllByName(loc[j]);
-                        /**
-                         * iterate overa all ips
-                         */
-                        for (InetAddress ip : allIps) {
-                            /**
-                             * if the node controller exists
-                             */
-                            if (ipToNcMapping.get(ip.getHostAddress()) != null) {
-                                /**
-                                 * set the ncs
-                                 */
-                                List<String> dataLocations = ipToNcMapping.get(ip.getHostAddress());
-                                int arrayPos = random.nextInt(dataLocations.size());
-                                String nc = dataLocations.get(arrayPos);
-                                int pos = ncNameToIndex.get(nc);
-                                /**
-                                 * check if the node is already full
-                                 */
-                                if (capacity[pos] < slots) {
-                                    locations[i] = nc;
-                                    capacity[pos]++;
-                                    scheduled[i] = true;
-                                }
-                            }
-                        }
-
-                        /**
-                         * break the loop for data-locations if the schedule has already been found
-                         */
-                        if (scheduled[i] == true) {
-                            break;
-                        }
-                    }
-                }
-            }
-
-            /**
-             * find the lowest index the current available NCs
-             */
-            int currentAvailableNC = 0;
-            for (int i = 0; i < capacity.length; i++) {
-                if (capacity[i] < slots) {
-                    currentAvailableNC = i;
-                    break;
-                }
-            }
-
-            /**
-             * schedule no-local file reads
-             */
-            for (int i = 0; i < splits.length; i++) {
-                // if there is no data-local NC choice, choose a random one
-                if (!scheduled[i]) {
-                    locations[i] = NCs[currentAvailableNC];
-                    capacity[currentAvailableNC]++;
-                    scheduled[i] = true;
-
-                    /**
-                     * move the available NC cursor to the next one
-                     */
-                    for (int j = currentAvailableNC; j < capacity.length; j++) {
-                        if (capacity[j] < slots) {
-                            currentAvailableNC = j;
-                            break;
-                        }
-                    }
-                }
-            }
-            return locations;
-        } catch (IOException e) {
-            throw new HyracksException(e);
-        }
-    }
-
-    /**
-     * Load the IP-address-to-NC map from the NCNameToNCInfoMap
-     * 
-     * @param ncNameToNcInfos
-     * @throws HyracksException
-     */
-    private void loadIPAddressToNCMap(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
-        try {
-            NCs = new String[ncNameToNcInfos.size()];
-            int i = 0;
-
-            /**
-             * build the IP address to NC map
-             */
-            for (Map.Entry<String, NodeControllerInfo> entry : ncNameToNcInfos.entrySet()) {
-                String ipAddr = InetAddress.getByAddress(entry.getValue().getNetworkAddress().getIpAddress())
-                        .getHostAddress();
-                List<String> matchedNCs = ipToNcMapping.get(ipAddr);
-                if (matchedNCs == null) {
-                    matchedNCs = new ArrayList<String>();
-                    ipToNcMapping.put(ipAddr, matchedNCs);
-                }
-                matchedNCs.add(entry.getKey());
-                NCs[i] = entry.getKey();
-                i++;
-            }
-
-            /**
-             * set up the NC name to index mapping
-             */
-            for (i = 0; i < NCs.length; i++) {
-                ncNameToIndex.put(NCs[i], i);
-            }
-        } catch (Exception e) {
-            throw new HyracksException(e);
-        }
-    }
-}
diff --git a/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/dataflow/DataflowTest.java b/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/dataflow/DataflowTest.java
deleted file mode 100644
index 2b83972..0000000
--- a/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/dataflow/DataflowTest.java
+++ /dev/null
@@ -1,189 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.dataflow;
-
-import java.io.DataOutputStream;
-import java.io.File;
-import java.io.FileOutputStream;
-import java.io.IOException;
-
-import junit.framework.Assert;
-import junit.framework.TestCase;
-
-import org.apache.commons.io.FileUtils;
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hdfs.MiniDFSCluster;
-import org.apache.hadoop.mapred.FileInputFormat;
-import org.apache.hadoop.mapred.FileOutputFormat;
-import org.apache.hadoop.mapred.InputSplit;
-import org.apache.hadoop.mapred.JobConf;
-import org.apache.hadoop.mapred.TextInputFormat;
-
-import edu.uci.ics.hyracks.api.client.HyracksConnection;
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.job.JobId;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
-import edu.uci.ics.hyracks.hdfs.lib.TextKeyValueParserFactory;
-import edu.uci.ics.hyracks.hdfs.lib.TextTupleWriterFactory;
-import edu.uci.ics.hyracks.hdfs.scheduler.Scheduler;
-import edu.uci.ics.hyracks.hdfs.utils.HyracksUtils;
-import edu.uci.ics.hyracks.hdfs.utils.TestUtils;
-
-/**
- * Test the edu.uci.ics.hyracks.hdfs.dataflow package
- */
-@SuppressWarnings({ "deprecation" })
-public class DataflowTest extends TestCase {
-
-    private static final String ACTUAL_RESULT_DIR = "actual";
-    private static final String EXPECTED_RESULT_PATH = "src/test/resources/expected";
-    private static final String PATH_TO_HADOOP_CONF = "src/test/resources/hadoop/conf";
-
-    private static final String DATA_PATH = "src/test/resources/data/customer.tbl";
-    private static final String HDFS_INPUT_PATH = "/customer/";
-    private static final String HDFS_OUTPUT_PATH = "/customer_result/";
-
-    private static final String HYRACKS_APP_NAME = "DataflowTest";
-    private static final String HADOOP_CONF_PATH = ACTUAL_RESULT_DIR + File.separator + "conf.xml";
-    private MiniDFSCluster dfsCluster;
-
-    private JobConf conf = new JobConf();
-    private int numberOfNC = 2;
-
-    @Override
-    public void setUp() throws Exception {
-        cleanupStores();
-        HyracksUtils.init();
-        HyracksUtils.createApp(HYRACKS_APP_NAME);
-        FileUtils.forceMkdir(new File(ACTUAL_RESULT_DIR));
-        FileUtils.cleanDirectory(new File(ACTUAL_RESULT_DIR));
-        startHDFS();
-    }
-
-    private void cleanupStores() throws IOException {
-        FileUtils.forceMkdir(new File("teststore"));
-        FileUtils.forceMkdir(new File("build"));
-        FileUtils.cleanDirectory(new File("teststore"));
-        FileUtils.cleanDirectory(new File("build"));
-    }
-
-    /**
-     * Start the HDFS cluster and setup the data files
-     * 
-     * @throws IOException
-     */
-    private void startHDFS() throws IOException {
-        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/core-site.xml"));
-        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/mapred-site.xml"));
-        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/hdfs-site.xml"));
-
-        FileSystem lfs = FileSystem.getLocal(new Configuration());
-        lfs.delete(new Path("build"), true);
-        System.setProperty("hadoop.log.dir", "logs");
-        dfsCluster = new MiniDFSCluster(conf, numberOfNC, true, null);
-        FileSystem dfs = FileSystem.get(conf);
-        Path src = new Path(DATA_PATH);
-        Path dest = new Path(HDFS_INPUT_PATH);
-        Path result = new Path(HDFS_OUTPUT_PATH);
-        dfs.mkdirs(dest);
-        dfs.mkdirs(result);
-        dfs.copyFromLocalFile(src, dest);
-
-        DataOutputStream confOutput = new DataOutputStream(new FileOutputStream(new File(HADOOP_CONF_PATH)));
-        conf.writeXml(confOutput);
-        confOutput.flush();
-        confOutput.close();
-    }
-
-    /**
-     * Test a job with only HDFS read and writes.
-     * 
-     * @throws Exception
-     */
-    public void testHDFSReadWriteOperators() throws Exception {
-        FileInputFormat.setInputPaths(conf, HDFS_INPUT_PATH);
-        FileOutputFormat.setOutputPath(conf, new Path(HDFS_OUTPUT_PATH));
-        conf.setInputFormat(TextInputFormat.class);
-
-        Scheduler scheduler = new Scheduler(HyracksUtils.CC_HOST, HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
-        InputSplit[] splits = conf.getInputFormat().getSplits(conf, numberOfNC);
-
-        String[] readSchedule = scheduler.getLocationConstraints(splits);
-        JobSpecification jobSpec = new JobSpecification();
-        RecordDescriptor recordDesc = new RecordDescriptor(
-                new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE });
-
-        String[] locations = new String[] { HyracksUtils.NC1_ID, HyracksUtils.NC2_ID };
-        HDFSReadOperatorDescriptor readOperator = new HDFSReadOperatorDescriptor(jobSpec, recordDesc, conf, splits,
-                readSchedule, new TextKeyValueParserFactory());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, readOperator, locations);
-
-        HDFSWriteOperatorDescriptor writeOperator = new HDFSWriteOperatorDescriptor(jobSpec, conf,
-                new TextTupleWriterFactory());
-        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, writeOperator, locations);
-
-        jobSpec.connect(new OneToOneConnectorDescriptor(jobSpec), readOperator, 0, writeOperator, 0);
-        jobSpec.addRoot(writeOperator);
-
-        IHyracksClientConnection client = new HyracksConnection(HyracksUtils.CC_HOST,
-                HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
-        JobId jobId = client.startJob(HYRACKS_APP_NAME, jobSpec);
-        client.waitForCompletion(jobId);
-
-        Assert.assertEquals(true, checkResults());
-    }
-
-    /**
-     * Check if the results are correct
-     * 
-     * @return true if correct
-     * @throws Exception
-     */
-    private boolean checkResults() throws Exception {
-        FileSystem dfs = FileSystem.get(conf);
-        Path result = new Path(HDFS_OUTPUT_PATH);
-        Path actual = new Path(ACTUAL_RESULT_DIR);
-        dfs.copyToLocalFile(result, actual);
-
-        TestUtils.compareWithResult(new File(EXPECTED_RESULT_PATH + File.separator + "part-0"), new File(
-                ACTUAL_RESULT_DIR + File.separator + "customer_result" + File.separator + "part-0"));
-        TestUtils.compareWithResult(new File(EXPECTED_RESULT_PATH + File.separator + "part-1"), new File(
-                ACTUAL_RESULT_DIR + File.separator + "customer_result" + File.separator + "part-1"));
-        return true;
-    }
-
-    /**
-     * cleanup hdfs cluster
-     */
-    private void cleanupHDFS() throws Exception {
-        dfsCluster.shutdown();
-    }
-
-    @Override
-    public void tearDown() throws Exception {
-        HyracksUtils.destroyApp(HYRACKS_APP_NAME);
-        HyracksUtils.deinit();
-        cleanupHDFS();
-    }
-
-}
diff --git a/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/scheduler/SchedulerTest.java b/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/scheduler/SchedulerTest.java
deleted file mode 100644
index 4b8a278..0000000
--- a/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/scheduler/SchedulerTest.java
+++ /dev/null
@@ -1,210 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.scheduler;
-
-import java.net.InetAddress;
-import java.util.HashMap;
-import java.util.Map;
-
-import junit.framework.Assert;
-import junit.framework.TestCase;
-
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.mapred.FileSplit;
-import org.apache.hadoop.mapred.InputSplit;
-
-import edu.uci.ics.hyracks.api.client.NodeControllerInfo;
-import edu.uci.ics.hyracks.api.client.NodeStatus;
-import edu.uci.ics.hyracks.api.comm.NetworkAddress;
-
-@SuppressWarnings("deprecation")
-public class SchedulerTest extends TestCase {
-
-    /**
-     * Test the scheduler for the case when the Hyracks cluster is the HDFS cluster
-     * 
-     * @throws Exception
-     */
-    public void testSchedulerSimple() throws Exception {
-        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
-        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.1").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.2").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.3").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.4").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.5").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.6").getAddress(), 5099)));
-
-        InputSplit[] fileSplits = new InputSplit[6];
-        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
-        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" });
-        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" });
-        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
-
-        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
-        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
-
-        String[] expectedResults = new String[] { "nc1", "nc3", "nc4", "nc2", "nc5", "nc6" };
-
-        for (int i = 0; i < locationConstraints.length; i++) {
-            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
-        }
-    }
-
-    /**
-     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
-     * 
-     * @throws Exception
-     */
-    public void testSchedulerLargerHDFS() throws Exception {
-        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
-        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.1").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.2").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.3").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.4").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.5").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.6").getAddress(), 5099)));
-
-        InputSplit[] fileSplits = new InputSplit[12];
-        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
-        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" });
-        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" });
-        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
-        fileSplits[6] = new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
-        fileSplits[7] = new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[8] = new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" });
-        fileSplits[9] = new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" });
-        fileSplits[10] = new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.7" });
-        fileSplits[11] = new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
-
-        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
-        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
-
-        String[] expectedResults = new String[] { "nc1", "nc3", "nc4", "nc2", "nc3", "nc2", "nc1", "nc4", "nc5", "nc6",
-                "nc6", "nc5" };
-
-        for (int i = 0; i < locationConstraints.length; i++) {
-            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
-        }
-    }
-
-    /**
-     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
-     * 
-     * @throws Exception
-     */
-    public void testSchedulerSmallerHDFS() throws Exception {
-        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
-        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.1").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.2").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.3").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.4").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.5").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.6").getAddress(), 5099)));
-
-        InputSplit[] fileSplits = new InputSplit[12];
-        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
-        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" });
-        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" });
-        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
-        fileSplits[6] = new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
-        fileSplits[7] = new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[8] = new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" });
-        fileSplits[9] = new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" });
-        fileSplits[10] = new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[11] = new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
-
-        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
-        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
-
-        String[] expectedResults = new String[] { "nc1", "nc3", "nc4", "nc2", "nc3", "nc2", "nc1", "nc4", "nc5", "nc6",
-                "nc5", "nc6" };
-
-        for (int i = 0; i < locationConstraints.length; i++) {
-            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
-        }
-    }
-
-    /**
-     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
-     * 
-     * @throws Exception
-     */
-    public void testSchedulerSmallerHDFSOdd() throws Exception {
-        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
-        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.1").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.2").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.3").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.4").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.5").getAddress(), 5099)));
-        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress(InetAddress
-                .getByName("10.0.0.6").getAddress(), 5099)));
-
-        InputSplit[] fileSplits = new InputSplit[13];
-        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
-        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" });
-        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" });
-        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
-        fileSplits[6] = new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
-        fileSplits[7] = new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[8] = new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" });
-        fileSplits[9] = new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" });
-        fileSplits[10] = new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
-        fileSplits[11] = new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
-        fileSplits[12] = new FileSplit(new Path("part-13"), 0, 0, new String[] { "10.0.0.2", "10.0.0.4", "10.0.0.5" });
-
-        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
-        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
-
-        String[] expectedResults = new String[] { "nc1", "nc3", "nc4", "nc2", "nc3", "nc2", "nc1", "nc3", "nc4", "nc2",
-                "nc4", "nc5", "nc5" };
-
-        for (int i = 0; i < locationConstraints.length; i++) {
-            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
-        }
-    }
-
-}
diff --git a/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/utils/HyracksUtils.java b/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/utils/HyracksUtils.java
deleted file mode 100644
index d44b75a..0000000
--- a/hyracks/hyracks-hdfs/src/test/java/edu/uci/ics/hyracks/hdfs/utils/HyracksUtils.java
+++ /dev/null
@@ -1,104 +0,0 @@
-/*
- * Copyright 2009-2012 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.hdfs.utils;
-
-import java.util.EnumSet;
-
-import edu.uci.ics.hyracks.api.client.HyracksConnection;
-import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
-import edu.uci.ics.hyracks.api.job.JobFlag;
-import edu.uci.ics.hyracks.api.job.JobId;
-import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.control.cc.ClusterControllerService;
-import edu.uci.ics.hyracks.control.common.controllers.CCConfig;
-import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
-import edu.uci.ics.hyracks.control.nc.NodeControllerService;
-
-public class HyracksUtils {
-
-    public static final String NC1_ID = "nc1";
-    public static final String NC2_ID = "nc2";
-
-    public static final int DEFAULT_HYRACKS_CC_PORT = 1099;
-    public static final int TEST_HYRACKS_CC_PORT = 1099;
-    public static final int TEST_HYRACKS_CC_CLIENT_PORT = 2099;
-    public static final String CC_HOST = "localhost";
-
-    public static final int FRAME_SIZE = 65536;
-
-    private static ClusterControllerService cc;
-    private static NodeControllerService nc1;
-    private static NodeControllerService nc2;
-    private static IHyracksClientConnection hcc;
-
-    public static void init() throws Exception {
-        CCConfig ccConfig = new CCConfig();
-        ccConfig.clientNetIpAddress = CC_HOST;
-        ccConfig.clusterNetIpAddress = CC_HOST;
-        ccConfig.clusterNetPort = TEST_HYRACKS_CC_PORT;
-        ccConfig.clientNetPort = TEST_HYRACKS_CC_CLIENT_PORT;
-        ccConfig.defaultMaxJobAttempts = 0;
-        ccConfig.jobHistorySize = 0;
-        ccConfig.profileDumpPeriod = -1;
-
-        // cluster controller
-        cc = new ClusterControllerService(ccConfig);
-        cc.start();
-
-        // two node controllers
-        NCConfig ncConfig1 = new NCConfig();
-        ncConfig1.ccHost = "localhost";
-        ncConfig1.clusterNetIPAddress = "localhost";
-        ncConfig1.ccPort = TEST_HYRACKS_CC_PORT;
-        ncConfig1.dataIPAddress = "127.0.0.1";
-        ncConfig1.nodeId = NC1_ID;
-        nc1 = new NodeControllerService(ncConfig1);
-        nc1.start();
-
-        NCConfig ncConfig2 = new NCConfig();
-        ncConfig2.ccHost = "localhost";
-        ncConfig2.clusterNetIPAddress = "localhost";
-        ncConfig2.ccPort = TEST_HYRACKS_CC_PORT;
-        ncConfig2.dataIPAddress = "127.0.0.1";
-        ncConfig2.nodeId = NC2_ID;
-        nc2 = new NodeControllerService(ncConfig2);
-        nc2.start();
-
-        // hyracks connection
-        hcc = new HyracksConnection(CC_HOST, TEST_HYRACKS_CC_CLIENT_PORT);
-    }
-
-    public static void destroyApp(String hyracksAppName) throws Exception {
-        hcc.destroyApplication(hyracksAppName);
-    }
-
-    public static void createApp(String hyracksAppName) throws Exception {
-        hcc.createApplication(hyracksAppName, null);
-    }
-
-    public static void deinit() throws Exception {
-        nc2.stop();
-        nc1.stop();
-        cc.stop();
-    }
-
-    public static void runJob(JobSpecification spec, String appName) throws Exception {
-        spec.setFrameSize(FRAME_SIZE);
-        JobId jobId = hcc.startJob(appName, spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
-        hcc.waitForCompletion(jobId);
-    }
-
-}
diff --git a/hyracks/hyracks-hdfs/src/test/resources/expected/part-0 b/hyracks/hyracks-hdfs/src/test/resources/expected/part-0
deleted file mode 100755
index 1e4c58b..0000000
--- a/hyracks/hyracks-hdfs/src/test/resources/expected/part-0
+++ /dev/null
@@ -1,77 +0,0 @@
-1|Customer#000000001|IVhzIApeRb ot,c,E|15|25-989-741-2988|711.56|BUILDING|to the even, regular platelets. regular, ironic epitaphs nag e|
-2|Customer#000000002|XSTf4,NCwDVaWNe6tEgvwfmRchLXak|13|23-768-687-3665|121.65|AUTOMOBILE|l accounts. blithely ironic theodolites integrate boldly: caref|
-3|Customer#000000003|MG9kdTD2WBHm|1|11-719-748-3364|7498.12|AUTOMOBILE| deposits eat slyly ironic, even instructions. express foxes detect slyly. blithely even accounts abov|
-4|Customer#000000004|XxVSJsLAGtn|4|14-128-190-5944|2866.83|MACHINERY| requests. final, regular ideas sleep final accou|
-5|Customer#000000005|KvpyuHCplrB84WgAiGV6sYpZq7Tj|3|13-750-942-6364|794.47|HOUSEHOLD|n accounts will have to unwind. foxes cajole accor|
-6|Customer#000000006|sKZz0CsnMD7mp4Xd0YrBvx,LREYKUWAh yVn|20|30-114-968-4951|7638.57|AUTOMOBILE|tions. even deposits boost according to the slyly bold packages. final accounts cajole requests. furious|
-7|Customer#000000007|TcGe5gaZNgVePxU5kRrvXBfkasDTea|18|28-190-982-9759|9561.95|AUTOMOBILE|ainst the ironic, express theodolites. express, even pinto beans among the exp|
-8|Customer#000000008|I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5|17|27-147-574-9335|6819.74|BUILDING|among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide|
-9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
-10|Customer#000000010|6LrEaV6KR6PLVcgl2ArL Q3rqzLzcT1 v2|5|15-741-346-9870|2753.54|HOUSEHOLD|es regular deposits haggle. fur|
-11|Customer#000000011|PkWS 3HlXqwTuzrKg633BEi|23|33-464-151-3439|-272.60|BUILDING|ckages. requests sleep slyly. quickly even pinto beans promise above the slyly regular pinto beans. |
-12|Customer#000000012|9PWKuhzT4Zr1Q|13|23-791-276-1263|3396.49|HOUSEHOLD| to the carefully final braids. blithely regular requests nag. ironic theodolites boost quickly along|
-13|Customer#000000013|nsXQu0oVjD7PM659uC3SRSp|3|13-761-547-5974|3857.34|BUILDING|ounts sleep carefully after the close frays. carefully bold notornis use ironic requests. blithely|
-14|Customer#000000014|KXkletMlL2JQEA |1|11-845-129-3851|5266.30|FURNITURE|, ironic packages across the unus|
-15|Customer#000000015|YtWggXoOLdwdo7b0y,BZaGUQMLJMX1Y,EC,6Dn|23|33-687-542-7601|2788.52|HOUSEHOLD| platelets. regular deposits detect asymptotes. blithely unusual packages nag slyly at the fluf|
-16|Customer#000000016|cYiaeMLZSMAOQ2 d0W,|10|20-781-609-3107|4681.03|FURNITURE|kly silent courts. thinly regular theodolites sleep fluffily after |
-17|Customer#000000017|izrh 6jdqtp2eqdtbkswDD8SG4SzXruMfIXyR7|2|12-970-682-3487|6.34|AUTOMOBILE|packages wake! blithely even pint|
-18|Customer#000000018|3txGO AiuFux3zT0Z9NYaFRnZt|6|16-155-215-1315|5494.43|BUILDING|s sleep. carefully even instructions nag furiously alongside of t|
-19|Customer#000000019|uc,3bHIx84H,wdrmLOjVsiqXCq2tr|18|28-396-526-5053|8914.71|HOUSEHOLD| nag. furiously careful packages are slyly at the accounts. furiously regular in|
-20|Customer#000000020|JrPk8Pqplj4Ne|22|32-957-234-8742|7603.40|FURNITURE|g alongside of the special excuses-- fluffily enticing packages wake |
-21|Customer#000000021|XYmVpr9yAHDEn|8|18-902-614-8344|1428.25|MACHINERY| quickly final accounts integrate blithely furiously u|
-22|Customer#000000022|QI6p41,FNs5k7RZoCCVPUTkUdYpB|3|13-806-545-9701|591.98|MACHINERY|s nod furiously above the furiously ironic ideas. |
-23|Customer#000000023|OdY W13N7Be3OC5MpgfmcYss0Wn6TKT|3|13-312-472-8245|3332.02|HOUSEHOLD|deposits. special deposits cajole slyly. fluffily special deposits about the furiously |
-24|Customer#000000024|HXAFgIAyjxtdqwimt13Y3OZO 4xeLe7U8PqG|13|23-127-851-8031|9255.67|MACHINERY|into beans. fluffily final ideas haggle fluffily|
-25|Customer#000000025|Hp8GyFQgGHFYSilH5tBfe|12|22-603-468-3533|7133.70|FURNITURE|y. accounts sleep ruthlessly according to the regular theodolites. unusual instructions sleep. ironic, final|
-26|Customer#000000026|8ljrc5ZeMl7UciP|22|32-363-455-4837|5182.05|AUTOMOBILE|c requests use furiously ironic requests. slyly ironic dependencies us|
-27|Customer#000000027|IS8GIyxpBrLpMT0u7|3|13-137-193-2709|5679.84|BUILDING| about the carefully ironic pinto beans. accoun|
-28|Customer#000000028|iVyg0daQ,Tha8x2WPWA9m2529m|8|18-774-241-1462|1007.18|FURNITURE| along the regular deposits. furiously final pac|
-29|Customer#000000029|sJ5adtfyAkCK63df2,vF25zyQMVYE34uh|0|10-773-203-7342|7618.27|FURNITURE|its after the carefully final platelets x-ray against |
-30|Customer#000000030|nJDsELGAavU63Jl0c5NKsKfL8rIJQQkQnYL2QJY|1|11-764-165-5076|9321.01|BUILDING|lithely final requests. furiously unusual account|
-31|Customer#000000031|LUACbO0viaAv6eXOAebryDB xjVst|23|33-197-837-7094|5236.89|HOUSEHOLD|s use among the blithely pending depo|
-32|Customer#000000032|jD2xZzi UmId,DCtNBLXKj9q0Tlp2iQ6ZcO3J|15|25-430-914-2194|3471.53|BUILDING|cial ideas. final, furious requests across the e|
-33|Customer#000000033|qFSlMuLucBmx9xnn5ib2csWUweg D|17|27-375-391-1280|-78.56|AUTOMOBILE|s. slyly regular accounts are furiously. carefully pending requests|
-34|Customer#000000034|Q6G9wZ6dnczmtOx509xgE,M2KV|15|25-344-968-5422|8589.70|HOUSEHOLD|nder against the even, pending accounts. even|
-35|Customer#000000035|TEjWGE4nBzJL2|17|27-566-888-7431|1228.24|HOUSEHOLD|requests. special, express requests nag slyly furiousl|
-36|Customer#000000036|3TvCzjuPzpJ0,DdJ8kW5U|21|31-704-669-5769|4987.27|BUILDING|haggle. enticing, quiet platelets grow quickly bold sheaves. carefully regular acc|
-37|Customer#000000037|7EV4Pwh,3SboctTWt|8|18-385-235-7162|-917.75|FURNITURE|ilent packages are carefully among the deposits. furiousl|
-38|Customer#000000038|a5Ee5e9568R8RLP 2ap7|12|22-306-880-7212|6345.11|HOUSEHOLD|lar excuses. closely even asymptotes cajole blithely excuses. carefully silent pinto beans sleep carefully fin|
-39|Customer#000000039|nnbRg,Pvy33dfkorYE FdeZ60|2|12-387-467-6509|6264.31|AUTOMOBILE|tions. slyly silent excuses slee|
-40|Customer#000000040|gOnGWAyhSV1ofv|3|13-652-915-8939|1335.30|BUILDING|rges impress after the slyly ironic courts. foxes are. blithely |
-41|Customer#000000041|IM9mzmyoxeBmvNw8lA7G3Ydska2nkZF|10|20-917-711-4011|270.95|HOUSEHOLD|ly regular accounts hang bold, silent packages. unusual foxes haggle slyly above the special, final depo|
-42|Customer#000000042|ziSrvyyBke|5|15-416-330-4175|8727.01|BUILDING|ssly according to the pinto beans: carefully special requests across the even, pending accounts wake special|
-43|Customer#000000043|ouSbjHk8lh5fKX3zGso3ZSIj9Aa3PoaFd|19|29-316-665-2897|9904.28|MACHINERY|ial requests: carefully pending foxes detect quickly. carefully final courts cajole quickly. carefully|
-44|Customer#000000044|Oi,dOSPwDu4jo4x,,P85E0dmhZGvNtBwi|16|26-190-260-5375|7315.94|AUTOMOBILE|r requests around the unusual, bold a|
-45|Customer#000000045|4v3OcpFgoOmMG,CbnF,4mdC|9|19-715-298-9917|9983.38|AUTOMOBILE|nto beans haggle slyly alongside of t|
-46|Customer#000000046|eaTXWWm10L9|6|16-357-681-2007|5744.59|AUTOMOBILE|ctions. accounts sleep furiously even requests. regular, regular accounts cajole blithely around the final pa|
-47|Customer#000000047|b0UgocSqEW5 gdVbhNT|2|12-427-271-9466|274.58|BUILDING|ions. express, ironic instructions sleep furiously ironic ideas. furi|
-48|Customer#000000048|0UU iPhBupFvemNB|0|10-508-348-5882|3792.50|BUILDING|re fluffily pending foxes. pending, bold platelets sleep slyly. even platelets cajo|
-49|Customer#000000049|cNgAeX7Fqrdf7HQN9EwjUa4nxT,68L FKAxzl|10|20-908-631-4424|4573.94|FURNITURE|nusual foxes! fluffily pending packages maintain to the regular |
-50|Customer#000000050|9SzDYlkzxByyJ1QeTI o|6|16-658-112-3221|4266.13|MACHINERY|ts. furiously ironic accounts cajole furiously slyly ironic dinos.|
-51|Customer#000000051|uR,wEaiTvo4|12|22-344-885-4251|855.87|FURNITURE|eposits. furiously regular requests integrate carefully packages. furious|
-52|Customer#000000052|7 QOqGqqSy9jfV51BC71jcHJSD0|11|21-186-284-5998|5630.28|HOUSEHOLD|ic platelets use evenly even accounts. stealthy theodolites cajole furiou|
-53|Customer#000000053|HnaxHzTfFTZs8MuCpJyTbZ47Cm4wFOOgib|15|25-168-852-5363|4113.64|HOUSEHOLD|ar accounts are. even foxes are blithely. fluffily pending deposits boost|
-54|Customer#000000054|,k4vf 5vECGWFy,hosTE,|4|14-776-370-4745|868.90|AUTOMOBILE|sual, silent accounts. furiously express accounts cajole special deposits. final, final accounts use furi|
-55|Customer#000000055|zIRBR4KNEl HzaiV3a i9n6elrxzDEh8r8pDom|10|20-180-440-8525|4572.11|MACHINERY|ully unusual packages wake bravely bold packages. unusual requests boost deposits! blithely ironic packages ab|
-56|Customer#000000056|BJYZYJQk4yD5B|10|20-895-685-6920|6530.86|FURNITURE|. notornis wake carefully. carefully fluffy requests are furiously even accounts. slyly expre|
-57|Customer#000000057|97XYbsuOPRXPWU|21|31-835-306-1650|4151.93|AUTOMOBILE|ove the carefully special packages. even, unusual deposits sleep slyly pend|
-58|Customer#000000058|g9ap7Dk1Sv9fcXEWjpMYpBZIRUohi T|13|23-244-493-2508|6478.46|HOUSEHOLD|ideas. ironic ideas affix furiously express, final instructions. regular excuses use quickly e|
-59|Customer#000000059|zLOCP0wh92OtBihgspOGl4|1|11-355-584-3112|3458.60|MACHINERY|ously final packages haggle blithely after the express deposits. furiou|
-60|Customer#000000060|FyodhjwMChsZmUz7Jz0H|12|22-480-575-5866|2741.87|MACHINERY|latelets. blithely unusual courts boost furiously about the packages. blithely final instruct|
-61|Customer#000000061|9kndve4EAJxhg3veF BfXr7AqOsT39o gtqjaYE|17|27-626-559-8599|1536.24|FURNITURE|egular packages shall have to impress along the |
-62|Customer#000000062|upJK2Dnw13,|7|17-361-978-7059|595.61|MACHINERY|kly special dolphins. pinto beans are slyly. quickly regular accounts are furiously a|
-63|Customer#000000063|IXRSpVWWZraKII|21|31-952-552-9584|9331.13|AUTOMOBILE|ithely even accounts detect slyly above the fluffily ir|
-64|Customer#000000064|MbCeGY20kaKK3oalJD,OT|3|13-558-731-7204|-646.64|BUILDING|structions after the quietly ironic theodolites cajole be|
-65|Customer#000000065|RGT yzQ0y4l0H90P783LG4U95bXQFDRXbWa1sl,X|23|33-733-623-5267|8795.16|AUTOMOBILE|y final foxes serve carefully. theodolites are carefully. pending i|
-66|Customer#000000066|XbsEqXH1ETbJYYtA1A|22|32-213-373-5094|242.77|HOUSEHOLD|le slyly accounts. carefully silent packages benea|
-67|Customer#000000067|rfG0cOgtr5W8 xILkwp9fpCS8|9|19-403-114-4356|8166.59|MACHINERY|indle furiously final, even theodo|
-68|Customer#000000068|o8AibcCRkXvQFh8hF,7o|12|22-918-832-2411|6853.37|HOUSEHOLD| pending pinto beans impress realms. final dependencies |
-69|Customer#000000069|Ltx17nO9Wwhtdbe9QZVxNgP98V7xW97uvSH1prEw|9|19-225-978-5670|1709.28|HOUSEHOLD|thely final ideas around the quickly final dependencies affix carefully quickly final theodolites. final accounts c|
-70|Customer#000000070|mFowIuhnHjp2GjCiYYavkW kUwOjIaTCQ|22|32-828-107-2832|4867.52|FURNITURE|fter the special asymptotes. ideas after the unusual frets cajole quickly regular pinto be|
-71|Customer#000000071|TlGalgdXWBmMV,6agLyWYDyIz9MKzcY8gl,w6t1B|7|17-710-812-5403|-611.19|HOUSEHOLD|g courts across the regular, final pinto beans are blithely pending ac|
-72|Customer#000000072|putjlmskxE,zs,HqeIA9Wqu7dhgH5BVCwDwHHcf|2|12-759-144-9689|-362.86|FURNITURE|ithely final foxes sleep always quickly bold accounts. final wat|
-73|Customer#000000073|8IhIxreu4Ug6tt5mog4|0|10-473-439-3214|4288.50|BUILDING|usual, unusual packages sleep busily along the furiou|
-74|Customer#000000074|IkJHCA3ZThF7qL7VKcrU nRLl,kylf |4|14-199-862-7209|2764.43|MACHINERY|onic accounts. blithely slow packages would haggle carefully. qui|
-75|Customer#000000075|Dh 6jZ,cwxWLKQfRKkiGrzv6pm|18|28-247-803-9025|6684.10|AUTOMOBILE| instructions cajole even, even deposits. finally bold deposits use above the even pains. slyl|
-76|Customer#000000076|m3sbCvjMOHyaOofH,e UkGPtqc4|0|10-349-718-3044|5745.33|FURNITURE|pecial deposits. ironic ideas boost blithely according to the closely ironic theodolites! furiously final deposits n|
-77|Customer#000000077|4tAE5KdMFGD4byHtXF92vx|17|27-269-357-4674|1738.87|BUILDING|uffily silent requests. carefully ironic asymptotes among the ironic hockey players are carefully bli|
diff --git a/hyracks/hyracks-hdfs/src/test/resources/expected/part-1 b/hyracks/hyracks-hdfs/src/test/resources/expected/part-1
deleted file mode 100755
index e7655d1..0000000
--- a/hyracks/hyracks-hdfs/src/test/resources/expected/part-1
+++ /dev/null
@@ -1,73 +0,0 @@
-78|Customer#000000078|HBOta,ZNqpg3U2cSL0kbrftkPwzX|9|19-960-700-9191|7136.97|FURNITURE|ests. blithely bold pinto beans h|
-79|Customer#000000079|n5hH2ftkVRwW8idtD,BmM2|15|25-147-850-4166|5121.28|MACHINERY|es. packages haggle furiously. regular, special requests poach after the quickly express ideas. blithely pending re|
-80|Customer#000000080|K,vtXp8qYB |0|10-267-172-7101|7383.53|FURNITURE|tect among the dependencies. bold accounts engage closely even pinto beans. ca|
-81|Customer#000000081|SH6lPA7JiiNC6dNTrR|20|30-165-277-3269|2023.71|BUILDING|r packages. fluffily ironic requests cajole fluffily. ironically regular theodolit|
-82|Customer#000000082|zhG3EZbap4c992Gj3bK,3Ne,Xn|18|28-159-442-5305|9468.34|AUTOMOBILE|s wake. bravely regular accounts are furiously. regula|
-83|Customer#000000083|HnhTNB5xpnSF20JBH4Ycs6psVnkC3RDf|22|32-817-154-4122|6463.51|BUILDING|ccording to the quickly bold warhorses. final, regular foxes integrate carefully. bold packages nag blithely ev|
-84|Customer#000000084|lpXz6Fwr9945rnbtMc8PlueilS1WmASr CB|11|21-546-818-3802|5174.71|FURNITURE|ly blithe foxes. special asymptotes haggle blithely against the furiously regular depo|
-85|Customer#000000085|siRerlDwiolhYR 8FgksoezycLj|5|15-745-585-8219|3386.64|FURNITURE|ronic ideas use above the slowly pendin|
-86|Customer#000000086|US6EGGHXbTTXPL9SBsxQJsuvy|0|10-677-951-2353|3306.32|HOUSEHOLD|quests. pending dugouts are carefully aroun|
-87|Customer#000000087|hgGhHVSWQl 6jZ6Ev|23|33-869-884-7053|6327.54|FURNITURE|hely ironic requests integrate according to the ironic accounts. slyly regular pla|
-88|Customer#000000088|wtkjBN9eyrFuENSMmMFlJ3e7jE5KXcg|16|26-516-273-2566|8031.44|AUTOMOBILE|s are quickly above the quickly ironic instructions; even requests about the carefully final deposi|
-89|Customer#000000089|dtR, y9JQWUO6FoJExyp8whOU|14|24-394-451-5404|1530.76|FURNITURE|counts are slyly beyond the slyly final accounts. quickly final ideas wake. r|
-90|Customer#000000090|QxCzH7VxxYUWwfL7|16|26-603-491-1238|7354.23|BUILDING|sly across the furiously even |
-91|Customer#000000091|S8OMYFrpHwoNHaGBeuS6E 6zhHGZiprw1b7 q|8|18-239-400-3677|4643.14|AUTOMOBILE|onic accounts. fluffily silent pinto beans boost blithely according to the fluffily exp|
-92|Customer#000000092|obP PULk2LH LqNF,K9hcbNqnLAkJVsl5xqSrY,|2|12-446-416-8471|1182.91|MACHINERY|. pinto beans hang slyly final deposits. ac|
-93|Customer#000000093|EHXBr2QGdh|7|17-359-388-5266|2182.52|MACHINERY|press deposits. carefully regular platelets r|
-94|Customer#000000094|IfVNIN9KtkScJ9dUjK3Pg5gY1aFeaXewwf|9|19-953-499-8833|5500.11|HOUSEHOLD|latelets across the bold, final requests sleep according to the fluffily bold accounts. unusual deposits amon|
-95|Customer#000000095|EU0xvmWvOmUUn5J,2z85DQyG7QCJ9Xq7|15|25-923-255-2929|5327.38|MACHINERY|ithely. ruthlessly final requests wake slyly alongside of the furiously silent pinto beans. even the|
-96|Customer#000000096|vWLOrmXhRR|8|18-422-845-1202|6323.92|AUTOMOBILE|press requests believe furiously. carefully final instructions snooze carefully. |
-97|Customer#000000097|OApyejbhJG,0Iw3j rd1M|17|27-588-919-5638|2164.48|AUTOMOBILE|haggle slyly. bold, special ideas are blithely above the thinly bold theo|
-98|Customer#000000098|7yiheXNSpuEAwbswDW|12|22-885-845-6889|-551.37|BUILDING|ages. furiously pending accounts are quickly carefully final foxes: busily pe|
-99|Customer#000000099|szsrOiPtCHVS97Lt|15|25-515-237-9232|4088.65|HOUSEHOLD|cajole slyly about the regular theodolites! furiously bold requests nag along the pending, regular packages. somas|
-100|Customer#000000100|fptUABXcmkC5Wx|20|30-749-445-4907|9889.89|FURNITURE|was furiously fluffily quiet deposits. silent, pending requests boost against |
-101|Customer#000000101|sMmL2rNeHDltovSm Y|2|12-514-298-3699|7470.96|MACHINERY| sleep. pending packages detect slyly ironic pack|
-102|Customer#000000102|UAtflJ06 fn9zBfKjInkQZlWtqaA|19|29-324-978-8538|8462.17|BUILDING|ously regular dependencies nag among the furiously express dinos. blithely final|
-103|Customer#000000103|8KIsQX4LJ7QMsj6DrtFtXu0nUEdV,8a|9|19-216-107-2107|2757.45|BUILDING|furiously pending notornis boost slyly around the blithely ironic ideas? final, even instructions cajole fl|
-104|Customer#000000104|9mcCK L7rt0SwiYtrbO88DiZS7U d7M|10|20-966-284-8065|-588.38|FURNITURE|rate carefully slyly special pla|
-105|Customer#000000105|4iSJe4L SPjg7kJj98Yz3z0B|10|20-793-553-6417|9091.82|MACHINERY|l pains cajole even accounts. quietly final instructi|
-106|Customer#000000106|xGCOEAUjUNG|1|11-751-989-4627|3288.42|MACHINERY|lose slyly. ironic accounts along the evenly regular theodolites wake about the special, final gifts. |
-107|Customer#000000107|Zwg64UZ,q7GRqo3zm7P1tZIRshBDz|15|25-336-529-9919|2514.15|AUTOMOBILE|counts cajole slyly. regular requests wake. furiously regular deposits about the blithely final fo|
-108|Customer#000000108|GPoeEvpKo1|5|15-908-619-7526|2259.38|BUILDING|refully ironic deposits sleep. regular, unusual requests wake slyly|
-109|Customer#000000109|OOOkYBgCMzgMQXUmkocoLb56rfrdWp2NE2c|16|26-992-422-8153|-716.10|BUILDING|es. fluffily final dependencies sleep along the blithely even pinto beans. final deposits haggle furiously furiou|
-110|Customer#000000110|mymPfgphaYXNYtk|10|20-893-536-2069|7462.99|AUTOMOBILE|nto beans cajole around the even, final deposits. quickly bold packages according to the furiously regular dept|
-111|Customer#000000111|CBSbPyOWRorloj2TBvrK9qp9tHBs|22|32-582-283-7528|6505.26|MACHINERY|ly unusual instructions detect fluffily special deposits-- theodolites nag carefully during the ironic dependencies|
-112|Customer#000000112|RcfgG3bO7QeCnfjqJT1|19|29-233-262-8382|2953.35|FURNITURE|rmanently unusual multipliers. blithely ruthless deposits are furiously along the|
-113|Customer#000000113|eaOl5UBXIvdY57rglaIzqvfPD,MYfK|12|22-302-930-4756|2912.00|BUILDING|usly regular theodolites boost furiously doggedly pending instructio|
-114|Customer#000000114|xAt 5f5AlFIU|14|24-805-212-7646|1027.46|FURNITURE|der the carefully express theodolites are after the packages. packages are. bli|
-115|Customer#000000115|0WFt1IXENmUT2BgbsB0ShVKJZt0HCBCbFl0aHc|8|18-971-699-1843|7508.92|HOUSEHOLD|sits haggle above the carefully ironic theodolite|
-116|Customer#000000116|yCuVxIgsZ3,qyK2rloThy3u|16|26-632-309-5792|8403.99|BUILDING|as. quickly final sauternes haggle slyly carefully even packages. brave, ironic pinto beans are above the furious|
-117|Customer#000000117|uNhM,PzsRA3S,5Y Ge5Npuhi|24|34-403-631-3505|3950.83|FURNITURE|affix. instructions are furiously sl|
-118|Customer#000000118|OVnFuHygK9wx3xpg8|18|28-639-943-7051|3582.37|AUTOMOBILE|uick packages alongside of the furiously final deposits haggle above the fluffily even foxes. blithely dogged dep|
-119|Customer#000000119|M1ETOIecuvH8DtM0Y0nryXfW|7|17-697-919-8406|3930.35|FURNITURE|express ideas. blithely ironic foxes thrash. special acco|
-120|Customer#000000120|zBNna00AEInqyO1|12|22-291-534-1571|363.75|MACHINERY| quickly. slyly ironic requests cajole blithely furiously final dependen|
-121|Customer#000000121|tv nCR2YKupGN73mQudO|17|27-411-990-2959|6428.32|BUILDING|uriously stealthy ideas. carefully final courts use carefully|
-122|Customer#000000122|yp5slqoNd26lAENZW3a67wSfXA6hTF|3|13-702-694-4520|7865.46|HOUSEHOLD| the special packages hinder blithely around the permanent requests. bold depos|
-123|Customer#000000123|YsOnaaER8MkvK5cpf4VSlq|5|15-817-151-1168|5897.83|BUILDING|ependencies. regular, ironic requests are fluffily regu|
-124|Customer#000000124|aTbyVAW5tCd,v09O|18|28-183-750-7809|1842.49|AUTOMOBILE|le fluffily even dependencies. quietly s|
-125|Customer#000000125|,wSZXdVR xxIIfm9s8ITyLl3kgjT6UC07GY0Y|19|29-261-996-3120|-234.12|FURNITURE|x-ray finally after the packages? regular requests c|
-126|Customer#000000126|ha4EHmbx3kg DYCsP6DFeUOmavtQlHhcfaqr|22|32-755-914-7592|1001.39|HOUSEHOLD|s about the even instructions boost carefully furiously ironic pearls. ruthless, |
-127|Customer#000000127|Xyge4DX2rXKxXyye1Z47LeLVEYMLf4Bfcj|21|31-101-672-2951|9280.71|MACHINERY|ic, unusual theodolites nod silently after the final, ironic instructions: pending r|
-128|Customer#000000128|AmKUMlJf2NRHcKGmKjLS|4|14-280-874-8044|-986.96|HOUSEHOLD|ing packages integrate across the slyly unusual dugouts. blithely silent ideas sublate carefully. blithely expr|
-129|Customer#000000129|q7m7rbMM0BpaCdmxloCgBDRCleXsXkdD8kf|7|17-415-148-7416|9127.27|HOUSEHOLD| unusual deposits boost carefully furiously silent ideas. pending accounts cajole slyly across|
-130|Customer#000000130|RKPx2OfZy0Vn 8wGWZ7F2EAvmMORl1k8iH|9|19-190-993-9281|5073.58|HOUSEHOLD|ix slowly. express packages along the furiously ironic requests integrate daringly deposits. fur|
-131|Customer#000000131|jyN6lAjb1FtH10rMC,XzlWyCBrg75|11|21-840-210-3572|8595.53|HOUSEHOLD|jole special packages. furiously final dependencies about the furiously speci|
-132|Customer#000000132|QM5YabAsTLp9|4|14-692-150-9717|162.57|HOUSEHOLD|uickly carefully special theodolites. carefully regular requests against the blithely unusual instructions |
-133|Customer#000000133|IMCuXdpIvdkYO92kgDGuyHgojcUs88p|17|27-408-997-8430|2314.67|AUTOMOBILE|t packages. express pinto beans are blithely along the unusual, even theodolites. silent packages use fu|
-134|Customer#000000134|sUiZ78QCkTQPICKpA9OBzkUp2FM|11|21-200-159-5932|4608.90|BUILDING|yly fluffy foxes boost final ideas. b|
-135|Customer#000000135|oZK,oC0 fdEpqUML|19|29-399-293-6241|8732.91|FURNITURE| the slyly final accounts. deposits cajole carefully. carefully sly packag|
-136|Customer#000000136|QoLsJ0v5C1IQbh,DS1|7|17-501-210-4726|-842.39|FURNITURE|ackages sleep ironic, final courts. even requests above the blithely bold requests g|
-137|Customer#000000137|cdW91p92rlAEHgJafqYyxf1Q|16|26-777-409-5654|7838.30|HOUSEHOLD|carefully regular theodolites use. silent dolphins cajo|
-138|Customer#000000138|5uyLAeY7HIGZqtu66Yn08f|5|15-394-860-4589|430.59|MACHINERY|ts doze on the busy ideas. regular|
-139|Customer#000000139|3ElvBwudHKL02732YexGVFVt |9|19-140-352-1403|7897.78|MACHINERY|nstructions. quickly ironic ideas are carefully. bold, |
-140|Customer#000000140|XRqEPiKgcETII,iOLDZp5jA|4|14-273-885-6505|9963.15|MACHINERY|ies detect slyly ironic accounts. slyly ironic theodolites hag|
-141|Customer#000000141|5IW,WROVnikc3l7DwiUDGQNGsLBGOL6Dc0|1|11-936-295-6204|6706.14|FURNITURE|packages nag furiously. carefully unusual accounts snooze according to the fluffily regular pinto beans. slyly spec|
-142|Customer#000000142|AnJ5lxtLjioClr2khl9pb8NLxG2,|9|19-407-425-2584|2209.81|AUTOMOBILE|. even, express theodolites upo|
-143|Customer#000000143|681r22uL452zqk 8By7I9o9enQfx0|16|26-314-406-7725|2186.50|MACHINERY|across the blithely unusual requests haggle theodo|
-144|Customer#000000144|VxYZ3ebhgbltnetaGjNC8qCccjYU05 fePLOno8y|1|11-717-379-4478|6417.31|MACHINERY|ges. slyly regular accounts are slyly. bold, idle reque|
-145|Customer#000000145|kQjHmt2kcec cy3hfMh969u|13|23-562-444-8454|9748.93|HOUSEHOLD|ests? express, express instructions use. blithely fina|
-146|Customer#000000146|GdxkdXG9u7iyI1,,y5tq4ZyrcEy|3|13-835-723-3223|3328.68|FURNITURE|ffily regular dinos are slyly unusual requests. slyly specia|
-147|Customer#000000147|6VvIwbVdmcsMzuu,C84GtBWPaipGfi7DV|18|28-803-187-4335|8071.40|AUTOMOBILE|ress packages above the blithely regular packages sleep fluffily blithely ironic accounts. |
-148|Customer#000000148|BhSPlEWGvIJyT9swk vCWE|11|21-562-498-6636|2135.60|HOUSEHOLD|ing to the carefully ironic requests. carefully regular dependencies about the theodolites wake furious|
-149|Customer#000000149|3byTHCp2mNLPigUrrq|19|29-797-439-6760|8959.65|AUTOMOBILE|al instructions haggle against the slyly bold w|
-150|Customer#000000150|zeoGShTjCwGPplOWFkLURrh41O0AZ8dwNEEN4 |18|28-328-564-7630|3849.48|MACHINERY|ole blithely among the furiously pending packages. furiously bold ideas wake fluffily ironic idea|
diff --git a/hyracks/hyracks-hdfs/src/test/resources/hadoop/conf/mapred-site.xml b/hyracks/hyracks-hdfs/src/test/resources/hadoop/conf/mapred-site.xml
deleted file mode 100644
index 2904fef..0000000
--- a/hyracks/hyracks-hdfs/src/test/resources/hadoop/conf/mapred-site.xml
+++ /dev/null
@@ -1,25 +0,0 @@
-<?xml version="1.0"?>
-<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
-
-<!-- Put site-specific property overrides in this file. -->
-
-<configuration>
-
-  <property>
-    <name>mapred.job.tracker</name>
-    <value>localhost:29007</value>
-  </property>
-  <property>
-     <name>mapred.tasktracker.map.tasks.maximum</name>
-     <value>20</value>
-  </property>
-   <property>
-      <name>mapred.tasktracker.reduce.tasks.maximum</name>
-      <value>20</value>
-   </property>
-   <property>
-      <name>mapred.min.split.size</name>
-      <value>8192</value>
-   </property>
-
-</configuration>
diff --git a/hyracks/hyracks-ipc/pom.xml b/hyracks/hyracks-ipc/pom.xml
index cb0de08..14121fd 100644
--- a/hyracks/hyracks-ipc/pom.xml
+++ b/hyracks/hyracks-ipc/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -15,8 +15,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml
index 50c05da..e8342a3 100644
--- a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml
+++ b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml
@@ -7,7 +7,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-maven-plugins</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -17,8 +17,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/AbstractHyracksCLIMojo.java b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/AbstractHyracksCLIMojo.java
deleted file mode 100644
index 7f3faef..0000000
--- a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/AbstractHyracksCLIMojo.java
+++ /dev/null
@@ -1,65 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.maven.plugin;
-
-import java.io.File;
-import java.io.PrintWriter;
-
-import org.apache.maven.plugin.MojoExecutionException;
-import org.apache.maven.plugin.MojoFailureException;
-
-public abstract class AbstractHyracksCLIMojo extends AbstractHyracksMojo {
-    private static final String HYRACKS_CLI_SCRIPT = "bin" + File.separator + "hyrackscli";
-
-    /**
-     * @parameter
-     * @required
-     */
-    protected File hyracksCLIHome;
-
-    /**
-     * @parameter
-     * @required
-     */
-    private String ccHost;
-
-    /**
-     * @parameter
-     */
-    private int ccPort;
-
-    @Override
-    public void execute() throws MojoExecutionException, MojoFailureException {
-        StringBuilder buffer = new StringBuilder();
-        buffer.append(createConnectCommand());
-        buffer.append('\n');
-        buffer.append(getCommands());
-        final Process proc = launch(new File(hyracksCLIHome, makeScriptName(HYRACKS_CLI_SCRIPT)), null, null);
-        try {
-            PrintWriter out = new PrintWriter(proc.getOutputStream());
-            out.println(buffer.toString());
-            out.close();
-            proc.waitFor();
-        } catch (Exception e) {
-            throw new MojoExecutionException(e.getMessage());
-        }
-    }
-
-    private String createConnectCommand() {
-        return "connect to \"" + ccHost + (ccPort == 0 ? "" : (":" + ccPort)) + "\";";
-    }
-
-    protected abstract String getCommands();
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/HyracksAppDeploymentMojo.java b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/HyracksAppDeploymentMojo.java
deleted file mode 100644
index 76bbb5a..0000000
--- a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/HyracksAppDeploymentMojo.java
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.maven.plugin;
-
-import java.io.File;
-
-/**
- * @goal deploy-app
- */
-public class HyracksAppDeploymentMojo extends AbstractHyracksCLIMojo {
-    /**
-     * @parameter
-     * @required
-     */
-    private String appName;
-
-    /**
-     * @parameter
-     * @required
-     */
-    private File harFile;
-
-    @Override
-    protected String getCommands() {
-        return "create application " + appName + " \"" + harFile.getAbsolutePath() + "\";";
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/HyracksNCStartMojo.java b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/HyracksNCStartMojo.java
index 47de024..fc06a68 100644
--- a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/HyracksNCStartMojo.java
+++ b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/edu/uci/ics/hyracks/maven/plugin/HyracksNCStartMojo.java
@@ -55,6 +55,7 @@
         cmdLineBuffer.append(" -data-ip-address ").append(dataIpAddress);
         cmdLineBuffer.append(" -node-id ").append(nodeId);
         cmdLineBuffer.append(" -cluster-net-ip-address 127.0.0.1");
+        cmdLineBuffer.append(" -result-ip-address 127.0.0.1");
         if (ccPort != 0) {
             cmdLineBuffer.append(" -cc-port ").append(ccPort);
         }
diff --git a/hyracks/hyracks-maven-plugins/pom.xml b/hyracks/hyracks-maven-plugins/pom.xml
index d9223ba..ee97d58 100644
--- a/hyracks/hyracks-maven-plugins/pom.xml
+++ b/hyracks/hyracks-maven-plugins/pom.xml
@@ -7,7 +7,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <dependencies>
diff --git a/hyracks/hyracks-net/pom.xml b/hyracks/hyracks-net/pom.xml
index a079306..de2a2a0 100644
--- a/hyracks/hyracks-net/pom.xml
+++ b/hyracks/hyracks-net/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -15,8 +15,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
diff --git a/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/muxdemux/ChannelSet.java b/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/muxdemux/ChannelSet.java
index dabc8a4..8fa99be 100644
--- a/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/muxdemux/ChannelSet.java
+++ b/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/muxdemux/ChannelSet.java
@@ -58,6 +58,7 @@
 
     ChannelControlBlock allocateChannel() throws NetException {
         synchronized (mConn) {
+       	    cleanupClosedChannels();
             int idx = allocationBitmap.nextClearBit(0);
             if (idx < 0 || idx >= ccbArray.length) {
                 cleanupClosedChannels();
@@ -231,4 +232,4 @@
             ccbArray = Arrays.copyOf(ccbArray, ccbArray.length * 2);
         }
     }
-}
\ No newline at end of file
+}
diff --git a/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/muxdemux/MuxDemux.java b/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/muxdemux/MuxDemux.java
index c719bc4..e4df6b9 100644
--- a/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/muxdemux/MuxDemux.java
+++ b/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/muxdemux/MuxDemux.java
@@ -48,9 +48,9 @@
      * Constructor.
      * 
      * @param localAddress
-     *            - TCP/IP socket address to listen on
+     *            - TCP/IP socket address to listen on. Null for non-listening unidirectional sockets
      * @param listener
-     *            - Callback interface to report channel events
+     *            - Callback interface to report channel events. Null for non-listening unidirectional sockets
      * @param nThreads
      *            - Number of threads to use for data transfer
      * @param maxConnectionAttempts
diff --git a/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/tcp/TCPEndpoint.java b/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/tcp/TCPEndpoint.java
index d13a17e..a9061e1 100644
--- a/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/tcp/TCPEndpoint.java
+++ b/hyracks/hyracks-net/src/main/java/edu/uci/ics/hyracks/net/protocols/tcp/TCPEndpoint.java
@@ -45,15 +45,23 @@
     }
 
     public void start(InetSocketAddress localAddress) throws IOException {
-        serverSocketChannel = ServerSocketChannel.open();
-        ServerSocket serverSocket = serverSocketChannel.socket();
-        serverSocket.bind(localAddress);
-        this.localAddress = (InetSocketAddress) serverSocket.getLocalSocketAddress();
+        // Setup a server socket listening channel only if the TCPEndpoint is a listening endpoint.
+        if (localAddress != null) {
+            serverSocketChannel = ServerSocketChannel.open();
+            ServerSocket serverSocket = serverSocketChannel.socket();
+            serverSocket.bind(localAddress);
+            this.localAddress = (InetSocketAddress) serverSocket.getLocalSocketAddress();
+        }
+
         ioThreads = new IOThread[nThreads];
         for (int i = 0; i < ioThreads.length; ++i) {
             ioThreads[i] = new IOThread();
         }
-        ioThreads[0].registerServerSocket(serverSocketChannel);
+
+        if (localAddress != null) {
+            ioThreads[0].registerServerSocket(serverSocketChannel);
+        }
+
         for (int i = 0; i < ioThreads.length; ++i) {
             ioThreads[i].start();
         }
diff --git a/hyracks/hyracks-server/pom.xml b/hyracks/hyracks-server/pom.xml
index 6c6640e..85af7f2 100644
--- a/hyracks/hyracks-server/pom.xml
+++ b/hyracks/hyracks-server/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -15,8 +15,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
       <plugin>
@@ -73,14 +74,14 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-control-cc</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-control-nc</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
diff --git a/hyracks/hyracks-storage-am-bloomfilter/pom.xml b/hyracks/hyracks-storage-am-bloomfilter/pom.xml
new file mode 100644
index 0000000..65714f0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/pom.xml
@@ -0,0 +1,40 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-bloomfilter</artifactId>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-common</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  	
+  	<dependency>
+  		<groupId>junit</groupId>
+  		<artifactId>junit</artifactId>
+  		<version>4.8.1</version>
+  		<type>jar</type>
+  		<scope>test</scope>
+  	</dependency>  	  		
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomCalculations.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomCalculations.java
new file mode 100644
index 0000000..9c9a7be
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomCalculations.java
@@ -0,0 +1,163 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.bloomfilter.impls;
+
+/**
+ * This class has been taken from cassandra source code with minor modifications.
+ */
+
+/**
+ * The following calculations are taken from:
+ * http://www.cs.wisc.edu/~cao/papers/summary-cache/node8.html
+ * "Bloom Filters - the math"
+ * This class's static methods are meant to facilitate the use of the Bloom
+ * Filter class by helping to choose correct values of 'bits per element' and
+ * 'number of hash functions, k'.
+ */
+public class BloomCalculations {
+
+    private static final int minBuckets = 2;
+    private static final int minK = 1;
+
+    /**
+     * In the following table, the row 'i' shows false positive rates if i buckets
+     * per element are used. Column 'j' shows false positive rates if j hash
+     * functions are used. The first row is 'i=0', the first column is 'j=0'.
+     * Each cell (i,j) the false positive rate determined by using i buckets per
+     * element and j hash functions.
+     */
+    static final double[][] probs = new double[][] {
+            { 1.0 }, // dummy row representing 0 buckets per element
+            { 1.0, 1.0 }, // dummy row representing 1 buckets per element
+            { 1.0, 0.393, 0.400 },
+            { 1.0, 0.283, 0.237, 0.253 },
+            { 1.0, 0.221, 0.155, 0.147, 0.160 },
+            { 1.0, 0.181, 0.109, 0.092, 0.092, 0.101 }, // 5
+            { 1.0, 0.154, 0.0804, 0.0609, 0.0561, 0.0578, 0.0638 },
+            { 1.0, 0.133, 0.0618, 0.0423, 0.0359, 0.0347, 0.0364 },
+            { 1.0, 0.118, 0.0489, 0.0306, 0.024, 0.0217, 0.0216, 0.0229 },
+            { 1.0, 0.105, 0.0397, 0.0228, 0.0166, 0.0141, 0.0133, 0.0135, 0.0145 },
+            { 1.0, 0.0952, 0.0329, 0.0174, 0.0118, 0.00943, 0.00844, 0.00819, 0.00846 }, // 10
+            { 1.0, 0.0869, 0.0276, 0.0136, 0.00864, 0.0065, 0.00552, 0.00513, 0.00509 },
+            { 1.0, 0.08, 0.0236, 0.0108, 0.00646, 0.00459, 0.00371, 0.00329, 0.00314 },
+            { 1.0, 0.074, 0.0203, 0.00875, 0.00492, 0.00332, 0.00255, 0.00217, 0.00199, 0.00194 },
+            { 1.0, 0.0689, 0.0177, 0.00718, 0.00381, 0.00244, 0.00179, 0.00146, 0.00129, 0.00121, 0.0012 },
+            { 1.0, 0.0645, 0.0156, 0.00596, 0.003, 0.00183, 0.00128, 0.001, 0.000852, 0.000775, 0.000744 }, // 15
+            { 1.0, 0.0606, 0.0138, 0.005, 0.00239, 0.00139, 0.000935, 0.000702, 0.000574, 0.000505, 0.00047, 0.000459 },
+            { 1.0, 0.0571, 0.0123, 0.00423, 0.00193, 0.00107, 0.000692, 0.000499, 0.000394, 0.000335, 0.000302,
+                    0.000287, 0.000284 },
+            { 1.0, 0.054, 0.0111, 0.00362, 0.00158, 0.000839, 0.000519, 0.00036, 0.000275, 0.000226, 0.000198,
+                    0.000183, 0.000176 },
+            { 1.0, 0.0513, 0.00998, 0.00312, 0.0013, 0.000663, 0.000394, 0.000264, 0.000194, 0.000155, 0.000132,
+                    0.000118, 0.000111, 0.000109 },
+            { 1.0, 0.0488, 0.00906, 0.0027, 0.00108, 0.00053, 0.000303, 0.000196, 0.00014, 0.000108, 8.89e-05,
+                    7.77e-05, 7.12e-05, 6.79e-05, 6.71e-05 } // 20
+    }; // the first column is a dummy column representing K=0.
+
+    /**
+     * The optimal number of hashes for a given number of bits per element.
+     * These values are automatically calculated from the data above.
+     */
+    private static final int[] optKPerBuckets = new int[probs.length];
+
+    static {
+        for (int i = 0; i < probs.length; i++) {
+            double min = Double.MAX_VALUE;
+            double[] prob = probs[i];
+            for (int j = 0; j < prob.length; j++) {
+                if (prob[j] < min) {
+                    min = prob[j];
+                    optKPerBuckets[i] = Math.max(minK, j);
+                }
+            }
+        }
+    }
+
+    /**
+     * Given the number of buckets that can be used per element, return a
+     * specification that minimizes the false positive rate.
+     * 
+     * @param bucketsPerElement
+     *            The number of buckets per element for the filter.
+     * @return A spec that minimizes the false positive rate.
+     */
+    public static BloomFilterSpecification computeBloomSpec(int bucketsPerElement) {
+        assert bucketsPerElement >= 1;
+        assert bucketsPerElement <= probs.length - 1;
+        return new BloomFilterSpecification(optKPerBuckets[bucketsPerElement], bucketsPerElement);
+    }
+
+    /**
+     * Given a maximum tolerable false positive probability, compute a Bloom
+     * specification which will give less than the specified false positive rate,
+     * but minimize the number of buckets per element and the number of hash
+     * functions used. Because bandwidth (and therefore total bitvector size)
+     * is considered more expensive than computing power, preference is given
+     * to minimizing buckets per element rather than number of hash functions.
+     * 
+     * @param maxBucketsPerElement
+     *            The maximum number of buckets available for the filter.
+     * @param maxFalsePosProb
+     *            The maximum tolerable false positive rate.
+     * @return A Bloom Specification which would result in a false positive rate
+     *         less than specified by the function call
+     * @throws UnsupportedOperationException
+     *             if a filter satisfying the parameters cannot be met
+     */
+    public static BloomFilterSpecification computeBloomSpec(int maxBucketsPerElement, double maxFalsePosProb) {
+        assert maxBucketsPerElement >= 1;
+        assert maxBucketsPerElement <= probs.length - 1;
+        int maxK = probs[maxBucketsPerElement].length - 1;
+
+        // Handle the trivial cases
+        if (maxFalsePosProb >= probs[minBuckets][minK]) {
+            return new BloomFilterSpecification(2, optKPerBuckets[2]);
+        }
+        if (maxFalsePosProb < probs[maxBucketsPerElement][maxK]) {
+            throw new UnsupportedOperationException(String.format("Unable to satisfy %s with %s buckets per element",
+                    maxFalsePosProb, maxBucketsPerElement));
+        }
+
+        // First find the minimal required number of buckets:
+        int bucketsPerElement = 2;
+        int K = optKPerBuckets[2];
+        while (probs[bucketsPerElement][K] > maxFalsePosProb) {
+            bucketsPerElement++;
+            K = optKPerBuckets[bucketsPerElement];
+        }
+        // Now that the number of buckets is sufficient, see if we can relax K
+        // without losing too much precision.
+        while (probs[bucketsPerElement][K - 1] <= maxFalsePosProb) {
+            K--;
+        }
+
+        return new BloomFilterSpecification(K, bucketsPerElement);
+    }
+
+    /**
+     * Calculates the maximum number of buckets per element that this implementation
+     * can support. Crucially, it will lower the bucket count if necessary to meet
+     * BitSet's size restrictions.
+     */
+    public static int maxBucketsPerElement(long numElements) {
+        numElements = Math.max(1, numElements);
+        double v = Long.MAX_VALUE / (double) numElements;
+        if (v < 1.0) {
+            throw new UnsupportedOperationException("Cannot compute probabilities for " + numElements + " elements.");
+        }
+        return Math.min(BloomCalculations.probs.length - 1, (int) v);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomFilter.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomFilter.java
new file mode 100644
index 0000000..0e796b0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomFilter.java
@@ -0,0 +1,269 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.bloomfilter.impls;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class BloomFilter {
+
+    private final static int METADATA_PAGE_ID = 0;
+    private final static int NUM_PAGES_OFFSET = 0; // 0
+    private final static int NUM_HASHES_USED_OFFSET = NUM_PAGES_OFFSET + 4; // 4
+    private final static int NUM_ELEMENTS_OFFSET = NUM_HASHES_USED_OFFSET + 4; // 8
+    private final static int NUM_BITS_OFFSET = NUM_ELEMENTS_OFFSET + 8; // 12
+
+    private final IBufferCache bufferCache;
+    private final IFileMapProvider fileMapProvider;
+    private final FileReference file;
+    private final int[] keyFields;
+    private int fileId = -1;
+    private boolean isActivated = false;
+
+    private int numPages;
+    private int numHashes;
+    private long numElements;
+    private long numBits;
+    private int numBitsPerPage;
+
+    private final ArrayList<ICachedPage> bloomFilterPages = new ArrayList<ICachedPage>();
+    private final static long SEED = 0L;
+
+    public BloomFilter(IBufferCache bufferCache, IFileMapProvider fileMapProvider, FileReference file, int[] keyFields)
+            throws HyracksDataException {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.file = file;
+        this.keyFields = keyFields;
+        numBitsPerPage = bufferCache.getPageSize() * Byte.SIZE;
+    }
+
+    public int getFileId() {
+        return fileId;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public int getNumPages() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("The bloom filter is not activated.");
+        }
+        return numPages;
+    }
+
+    public long getNumElements() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("The bloom filter is not activated.");
+        }
+        return numElements;
+    }
+
+    public boolean contains(ITupleReference tuple, long[] hashes) {
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, SEED, hashes);
+        for (int i = 0; i < numHashes; ++i) {
+            long hash = Math.abs((hashes[0] + (long) i * hashes[1]) % numBits);
+
+            ByteBuffer buffer = bloomFilterPages.get((int) (hash / numBitsPerPage)).getBuffer();
+            int byteIndex = (int) (hash % numBitsPerPage) >> 3; // divide by 8
+            byte b = buffer.get(byteIndex);
+            int bitIndex = (int) (hash % numBitsPerPage) & 0x07; // mod 8
+
+            if (!((b & (1L << bitIndex)) != 0)) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    private void prepareFile() throws HyracksDataException {
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(file);
+            if (!fileIsMapped) {
+                bufferCache.createFile(file);
+            }
+            fileId = fileMapProvider.lookupFileId(file);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+    }
+
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the bloom filter since it is activated.");
+        }
+        prepareFile();
+        ICachedPage metaPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, METADATA_PAGE_ID), true);
+        metaPage.acquireWriteLatch();
+        metaPage.getBuffer().putInt(NUM_PAGES_OFFSET, 0);
+        metaPage.getBuffer().putInt(NUM_HASHES_USED_OFFSET, 0);
+        metaPage.getBuffer().putLong(NUM_ELEMENTS_OFFSET, 0L);
+        metaPage.getBuffer().putLong(NUM_BITS_OFFSET, 0L);
+        metaPage.releaseWriteLatch();
+        bufferCache.unpin(metaPage);
+        bufferCache.closeFile(fileId);
+    }
+
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            return;
+        }
+
+        prepareFile();
+        readBloomFilterMetaData();
+
+        int currentPageId = 1;
+        while (currentPageId <= numPages) {
+            ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), false);
+            bloomFilterPages.add(page);
+            ++currentPageId;
+        }
+        isActivated = true;
+    }
+
+    private void readBloomFilterMetaData() throws HyracksDataException {
+        ICachedPage metaPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, METADATA_PAGE_ID), false);
+        metaPage.acquireReadLatch();
+        numPages = metaPage.getBuffer().getInt(NUM_PAGES_OFFSET);
+        numHashes = metaPage.getBuffer().getInt(NUM_HASHES_USED_OFFSET);
+        numElements = metaPage.getBuffer().getLong(NUM_ELEMENTS_OFFSET);
+        numBits = metaPage.getBuffer().getLong(NUM_BITS_OFFSET);
+        metaPage.releaseReadLatch();
+        bufferCache.unpin(metaPage);
+    }
+
+    public synchronized void deactivate() throws HyracksDataException {
+        if (!isActivated) {
+            return;
+        }
+
+        for (int i = 0; i < numPages; ++i) {
+            bufferCache.unpin(bloomFilterPages.get(i));
+        }
+        bloomFilterPages.clear();
+        bufferCache.closeFile(fileId);
+        isActivated = false;
+    }
+
+    public synchronized void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the bloom filter since it is activated.");
+        }
+
+        file.delete();
+        if (fileId == -1) {
+            return;
+        }
+        bufferCache.deleteFile(fileId, false);
+        fileId = -1;
+    }
+
+    public IIndexBulkLoader createBuilder(long numElements, int numHashes, int numBitsPerElement)
+            throws HyracksDataException {
+        return new BloomFilterBuilder(numElements, numHashes, numBitsPerElement);
+    }
+
+    public class BloomFilterBuilder implements IIndexBulkLoader {
+        private final long[] hashes = new long[2];
+
+        private final long numElements;
+        private final int numHashes;
+        private final long numBits;
+        private final int numPages;
+
+        public BloomFilterBuilder(long numElements, int numHashes, int numBitsPerElement) throws HyracksDataException {
+            if (!isActivated) {
+                throw new HyracksDataException("Failed to create the bloom filter builder since it is not activated.");
+            }
+
+            this.numElements = numElements;
+            this.numHashes = numHashes;
+            numBits = numElements * numBitsPerElement;
+            long tmp = (long) Math.ceil(numBits / (double) numBitsPerPage);
+            if (tmp > Integer.MAX_VALUE) {
+                throw new HyracksDataException("Cannot create a bloom filter with his huge number of pages.");
+            }
+            numPages = (int) tmp;
+            if (numElements > 0) {
+                persistBloomFilterMetaData();
+                readBloomFilterMetaData();
+                int currentPageId = 1;
+                while (currentPageId <= numPages) {
+                    ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), true);
+                    page.acquireWriteLatch();
+                    bloomFilterPages.add(page);
+                    ++currentPageId;
+                }
+            }
+        }
+
+        private void persistBloomFilterMetaData() throws HyracksDataException {
+            ICachedPage metaPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, METADATA_PAGE_ID), false);
+            metaPage.acquireWriteLatch();
+            metaPage.getBuffer().putInt(NUM_PAGES_OFFSET, numPages);
+            metaPage.getBuffer().putInt(NUM_HASHES_USED_OFFSET, numHashes);
+            metaPage.getBuffer().putLong(NUM_ELEMENTS_OFFSET, numElements);
+            metaPage.getBuffer().putLong(NUM_BITS_OFFSET, numBits);
+            metaPage.releaseWriteLatch();
+            bufferCache.unpin(metaPage);
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            MurmurHash128Bit.hash3_x64_128(tuple, keyFields, SEED, hashes);
+            for (int i = 0; i < numHashes; ++i) {
+                long hash = Math.abs((hashes[0] + (long) i * hashes[1]) % numBits);
+
+                ByteBuffer buffer = bloomFilterPages.get((int) (hash / numBitsPerPage)).getBuffer();
+                int byteIndex = (int) (hash % numBitsPerPage) >> 3; // divide by 8
+                byte b = buffer.get(byteIndex);
+                int bitIndex = (int) (hash % numBitsPerPage) & 0x07; // mod 8
+                b = (byte) (b | (1 << bitIndex));
+
+                buffer.put(byteIndex, b);
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            for (int i = 0; i < numPages; ++i) {
+                ICachedPage page = bloomFilterPages.get(i);
+                page.releaseWriteLatch();
+            }
+        }
+
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomFilterFactory.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomFilterFactory.java
new file mode 100644
index 0000000..d430e54
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomFilterFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.bloomfilter.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class BloomFilterFactory {
+    private final IBufferCache bufferCache;
+    private final IFileMapProvider fileMapProvider;
+    private final int[] bloomFilterKeyFields;
+
+    public BloomFilterFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider, int[] bloomFilterKeyFields) {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.bloomFilterKeyFields = bloomFilterKeyFields;
+    }
+
+    public BloomFilter createBloomFiltertInstance(FileReference file) throws HyracksDataException {
+        return new BloomFilter(bufferCache, fileMapProvider, file, bloomFilterKeyFields);
+    }
+
+    public int[] getBloomFilterKeyFields() {
+        return bloomFilterKeyFields;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomFilterSpecification.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomFilterSpecification.java
new file mode 100644
index 0000000..a1e5517
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/BloomFilterSpecification.java
@@ -0,0 +1,34 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.bloomfilter.impls;
+
+public final class BloomFilterSpecification {
+    private final int numBucketsPerElement;
+    private final int numHashes;
+
+    public BloomFilterSpecification(int numBucketsPerElement, int numHashes) {
+        this.numBucketsPerElement = numBucketsPerElement;
+        this.numHashes = numHashes;
+    }
+
+    public int getNumBucketsPerElements() {
+        return numBucketsPerElement;
+    }
+
+    public int getNumHashes() {
+        return numHashes;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/MurmurHash128Bit.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/MurmurHash128Bit.java
new file mode 100644
index 0000000..0bc0a7f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/edu/uci/ics/hyracks/storage/am/bloomfilter/impls/MurmurHash128Bit.java
@@ -0,0 +1,256 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.bloomfilter.impls;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * The idea of this class is borrowed from http://murmurhash.googlepages.com/ and cassandra source code.
+ * We changed the hash function to operate on ITupleReference instead of a byte array.
+ **/
+public class MurmurHash128Bit {
+
+    private final static int DUMMY_FIELD = 0;
+
+    public static long rotl64(long v, int n) {
+        return ((v << n) | (v >>> (64 - n)));
+    }
+
+    public static long fmix(long k) {
+        k ^= k >>> 33;
+        k *= 0xff51afd7ed558ccdL;
+        k ^= k >>> 33;
+        k *= 0xc4ceb9fe1a85ec53L;
+        k ^= k >>> 33;
+
+        return k;
+    }
+
+    public static void hash3_x64_128(ITupleReference tuple, int[] keyFields, long seed, long[] hashes) {
+        int length = 0;
+        for (int i = 0; i < keyFields.length; ++i) {
+            length += tuple.getFieldLength(keyFields[i]);
+        }
+        final int nblocks = length >> 4; // Process as 128-bit blocks.
+
+        long h1 = seed;
+        long h2 = seed;
+
+        long c1 = 0x87c37b91114253d5L;
+        long c2 = 0x4cf5ad432745937fL;
+
+        //----------
+        // body
+
+        int currentFieldIndex = 0;
+        int bytePos = 0;
+        for (int i = 0; i < nblocks; ++i) {
+
+            long k1 = 0L;
+            for (int j = 0; j < 8; ++j) {
+                k1 += (((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos] & 0xff) << (j << 3));
+                ++bytePos;
+                if (tuple.getFieldLength(keyFields[currentFieldIndex]) == bytePos) {
+                    ++currentFieldIndex;
+                    bytePos = 0;
+                }
+            }
+            long k2 = 0L;
+            for (int j = 0; j < 8; ++j) {
+                k2 += (((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos] & 0xff) << (j << 3));
+                ++bytePos;
+                if (tuple.getFieldLength(keyFields[currentFieldIndex]) == bytePos) {
+                    ++currentFieldIndex;
+                    bytePos = 0;
+                }
+            }
+
+            k1 *= c1;
+            k1 = rotl64(k1, 31);
+            k1 *= c2;
+            h1 ^= k1;
+
+            h1 = rotl64(h1, 27);
+            h1 += h2;
+            h1 = h1 * 5 + 0x52dce729;
+
+            k2 *= c2;
+            k2 = rotl64(k2, 33);
+            k2 *= c1;
+            h2 ^= k2;
+
+            h2 = rotl64(h2, 31);
+            h2 += h1;
+            h2 = h2 * 5 + 0x38495ab5;
+        }
+
+        //----------
+        // tail
+
+        long k1 = 0L;
+        long k2 = 0L;
+
+        currentFieldIndex = keyFields.length - 1;
+        bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+        switch (length & 15) {
+            case 15:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 48;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 14:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 40;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 13:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 32;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 12:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 24;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 11:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 16;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 10:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 8;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 9:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]);
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+                k2 *= c2;
+                k2 = rotl64(k2, 33);
+                k2 *= c1;
+                h2 ^= k2;
+
+            case 8:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 56;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 7:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 48;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 6:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 40;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 5:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 32;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 4:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 24;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 3:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 16;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 2:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 8;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 1:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]);
+                k1 *= c1;
+                k1 = rotl64(k1, 31);
+                k1 *= c2;
+                h1 ^= k1;
+        };
+
+        //----------
+        // finalization
+
+        h1 ^= length;
+        h2 ^= length;
+
+        h1 += h2;
+        h2 += h1;
+
+        h1 = fmix(h1);
+        h2 = fmix(h2);
+
+        h1 += h2;
+        h2 += h1;
+
+        hashes[0] = h1;
+        hashes[1] = h2;
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-btree/pom.xml b/hyracks/hyracks-storage-am-btree/pom.xml
index 118d46d..8b09d50 100644
--- a/hyracks/hyracks-storage-am-btree/pom.xml
+++ b/hyracks/hyracks-storage-am-btree/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-storage-am-btree</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-storage-am-btree</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -28,28 +27,28 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>  	
         <dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-am-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>  	
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>  	
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>  	
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeFrame.java
index 7a61d09..ee3fd90 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeFrame.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeFrame.java
@@ -15,17 +15,22 @@
 
 package edu.uci.ics.hyracks.storage.am.btree.api;
 
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
 public interface IBTreeFrame extends ITreeIndexFrame {
-	public int findUpdateTupleIndex(ITupleReference tuple) throws TreeIndexException;
-	public int findInsertTupleIndex(ITupleReference tuple) throws TreeIndexException;	
-	public int findDeleteTupleIndex(ITupleReference tuple) throws TreeIndexException;
-	public void insertSorted(ITupleReference tuple);
-    public boolean getSmFlag();
+    public int findInsertTupleIndex(ITupleReference tuple) throws TreeIndexException;
+
+    public int findDeleteTupleIndex(ITupleReference tuple) throws TreeIndexException;
+
+    public void insertSorted(ITupleReference tuple);
+
     public void setSmFlag(boolean smFlag);
-    public void setMultiComparator(MultiComparator cmp);
+
+    public boolean getSmFlag();
+
+    public void validate(PageValidationInfo pvi) throws HyracksDataException;
 }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeInteriorFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeInteriorFrame.java
index 23fdcf5..ffdcc5c 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeInteriorFrame.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeInteriorFrame.java
@@ -15,10 +15,11 @@
 
 package edu.uci.ics.hyracks.storage.am.btree.api;
 
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
 
 public interface IBTreeInteriorFrame extends IBTreeFrame {
-    public int getChildPageId(RangePredicate pred);
+    public int getChildPageId(RangePredicate pred) throws HyracksDataException;
 
     public int getLeftmostChildPageId();
 
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeLeafFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeLeafFrame.java
index 74bf2b0..bbb67bd 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeLeafFrame.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IBTreeLeafFrame.java
@@ -24,13 +24,21 @@
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
 public interface IBTreeLeafFrame extends IBTreeFrame {
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference pageTuple, MultiComparator cmp,
+            FindTupleMode ftm, FindTupleNoExactMatchPolicy ftp) throws HyracksDataException;
+
+    public int findUpdateTupleIndex(ITupleReference tuple) throws TreeIndexException;
+
+    public int findUpsertTupleIndex(ITupleReference tuple) throws TreeIndexException;
+
+    /**
+     * @param searchTuple the tuple to match 
+     * @param targetTupleIndex the index of the tuple to check
+     * @return the tuple at targetTupleIndex if its keys match searchTuple's keys, otherwise null 
+     */
+    public ITupleReference getMatchingKeyTuple(ITupleReference searchTuple, int targetTupleIndex);
+
     public void setNextLeaf(int nextPage);
 
     public int getNextLeaf();
-
-    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference pageTuple, MultiComparator cmp,
-            FindTupleMode ftm, FindTupleNoExactMatchPolicy ftp) throws HyracksDataException;
-    
-    public int findUpsertTupleIndex(ITupleReference tuple) throws TreeIndexException;
-    public ITupleReference getUpsertBeforeTuple(ITupleReference tuple, int targetTupleIndex) throws TreeIndexException;
 }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IPrefixSlotManager.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IPrefixSlotManager.java
index 0636968..6ec5eef 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IPrefixSlotManager.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/IPrefixSlotManager.java
@@ -22,29 +22,28 @@
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
-// a slot consists of two fields:
-// first field is 1 byte, it indicates the slot number of a prefix tuple
-// we call the first field prefixSlotOff
-// second field is 3 bytes, it points to the start offset of a tuple
-// we call the second field tupleOff
-
-// we distinguish between two slot types:
-// prefix slots that point to prefix tuples, 
-// a frame is assumed to have a field numPrefixTuples
-// tuple slots that point to data tuples
-// a frame is assumed to have a field numTuples
-// a tuple slot contains a tuple pointer and a pointer to a prefix slot (prefix slot number) 
-
-// INSERT procedure
-// a tuple insertion may use an existing prefix tuple 
-// a tuple insertion may never create a new prefix tuple
-// modifying the prefix slots would be extremely expensive because: 
-// potentially all tuples slots would have to change their prefix slot pointers
-// all prefixes are recomputed during a reorg or compaction
-
+/**
+ *  A slot consists of two fields. The first field is 1 byte and it indicates the slot number of 
+ *  a prefix tuple that is called the first field prefixSlotOff. The second field is 3 bytes and 
+ *  it points to the start offset of a tuple that is called the second field tupleOff.
+ *  
+ *  We distinguish between two slot types:
+ *      1) prefix slots that point to prefix tuples (a frame is assumed to have a field numPrefixTuples)
+ *      2) tuple slots that point to data tuples (a frame is assumed to have a field numTuples)
+ *      
+ *  A tuple slot contains a tuple pointer and a pointer to a prefix slot (prefix slot number).
+ *  
+ *  INSERT procedure:
+ *      - A tuple insertion may use an existing prefix tuple
+ *      - A tuple insertion may never create a new prefix tuple
+ *  
+ *  Modifying the prefix slots would be extremely expensive because potentially all tuples slots 
+ *  would have to change their prefix slot pointers. All prefixes are recomputed during a reorg 
+ *  or compaction.
+ */
 public interface IPrefixSlotManager extends ISlotManager {
     // TODO: Clean up interface after extending ISlotManager.
-	
+
     public int decodeFirstSlotField(int slot);
 
     public int decodeSecondSlotField(int slot);
@@ -57,7 +56,9 @@
 
     public int insertSlot(int slot, int tupleOff);
 
-    // returns prefix slot number, returns TUPLE_UNCOMPRESSED if none found
+    /** 
+     * @return the prefix slot number or FieldPrefixSlotManager.TUPLE_UNCOMPRESSED if none found
+     */
     public int findPrefix(ITupleReference tuple, ITreeIndexTupleReference framePrefixTuple);
 
     public int getTupleSlotStartOff();
@@ -78,6 +79,6 @@
 
     // functions for testing
     public void setPrefixSlot(int tupleIndex, int slot);
-    
+
     public void setMultiComparator(MultiComparator cmp);
 }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/ITupleAcceptor.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/ITupleAcceptor.java
new file mode 100644
index 0000000..5f4b30a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/api/ITupleAcceptor.java
@@ -0,0 +1,22 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.btree.api;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface ITupleAcceptor {
+    public boolean accept(ITupleReference tuple);
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java
index f78b6e4..7e27113 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java
@@ -33,15 +33,13 @@
 
 public class FieldPrefixCompressor implements ITreeIndexFrameCompressor {
 
-    // minimum ratio of uncompressed tuples to total tuple to consider
-    // re-compression
-    private float ratioThreshold;
+    // minimum ratio of uncompressed tuples to total tuple to consider re-compression
+    private final float ratioThreshold;
 
-    // minimum number of tuple matching field prefixes to consider compressing
-    // them
-    private int occurrenceThreshold;
+    // minimum number of tuple matching field prefixes to consider compressing them
+    private final int occurrenceThreshold;
 
-    private ITypeTraits[] typeTraits;
+    private final ITypeTraits[] typeTraits;
 
     public FieldPrefixCompressor(ITypeTraits[] typeTraits, float ratioThreshold, int occurrenceThreshold) {
         this.typeTraits = typeTraits;
@@ -51,8 +49,8 @@
 
     @Override
     public boolean compress(ITreeIndexFrame indexFrame, MultiComparator cmp) throws Exception {
-        BTreeFieldPrefixNSMLeafFrame frame = (BTreeFieldPrefixNSMLeafFrame)indexFrame;
-    	int tupleCount = frame.getTupleCount();
+        BTreeFieldPrefixNSMLeafFrame frame = (BTreeFieldPrefixNSMLeafFrame) indexFrame;
+        int tupleCount = frame.getTupleCount();
         if (tupleCount <= 0) {
             frame.setPrefixTupleCount(0);
             frame.setFreeSpaceOff(frame.getOrigFreeSpaceOff());
@@ -63,7 +61,7 @@
         if (cmp.getKeyFieldCount() == 1) {
             return false;
         }
-        
+
         int uncompressedTupleCount = frame.getUncompressedTupleCount();
         float ratio = (float) uncompressedTupleCount / (float) tupleCount;
         if (ratio < ratioThreshold)
@@ -74,7 +72,7 @@
 
         ByteBuffer buf = frame.getBuffer();
         byte[] pageArray = buf.array();
-        IPrefixSlotManager slotManager = frame.slotManager;
+        IPrefixSlotManager slotManager = (IPrefixSlotManager) frame.getSlotManager();
 
         // perform analysis pass
         ArrayList<KeyPartition> keyPartitions = getKeyPartitions(frame, cmp, occurrenceThreshold);
@@ -95,8 +93,7 @@
                 }
             }
 
-            // ignore keyPartitions with no benefit and don't count bytes and
-            // slots needed
+            // ignore keyPartitions with no benefit and don't count bytes and slots needed
             if (kp.maxBenefitMinusCost <= 0)
                 continue;
 
@@ -104,12 +101,9 @@
             totalSlotsNeeded += kp.pmi[kp.maxPmiIndex].prefixSlotsNeeded;
         }
 
-        // System.out.println("TOTAL SLOTS NEEDED: " + totalSlotsNeeded);
-
         // we use a greedy heuristic to solve this "knapsack"-like problem
         // (every keyPartition has a space savings and a number of slots
-        // required, but the number of slots are constrained by
-        // MAX_PREFIX_SLOTS)
+        // required, but the number of slots are constrained by MAX_PREFIX_SLOTS)
         // we sort the keyPartitions by maxBenefitMinusCost / prefixSlotsNeeded
         // and later choose the top MAX_PREFIX_SLOTS
         int[] newPrefixSlots;
@@ -139,8 +133,7 @@
                 keyPartitions.remove(lastIndex);
             }
 
-            // re-order keyPartitions by prefix (corresponding to original
-            // order)
+            // re-order keyPartitions by prefix (corresponding to original order)
             SortByOriginalRank originalRankComparator = new SortByOriginalRank();
             Collections.sort(keyPartitions, originalRankComparator);
         } else {
@@ -150,8 +143,7 @@
         int[] newTupleSlots = new int[tupleCount];
 
         // WARNING: our hope is that compression is infrequent
-        // here we allocate a big chunk of memory to temporary hold the new,
-        // re-compressed tuple
+        // here we allocate a big chunk of memory to temporary hold the new, re-compressed tuple
         // in general it is very hard to avoid this step
         int prefixFreeSpace = frame.getOrigFreeSpaceOff();
         int tupleFreeSpace = prefixFreeSpace + totalPrefixBytes;
@@ -159,8 +151,8 @@
         ByteBuffer byteBuffer = ByteBuffer.wrap(buffer);
 
         // perform compression, and reorg
-        // we assume that the keyPartitions are sorted by the prefixes (i.e., in
-        // the logical target order)
+        // we assume that the keyPartitions are sorted by the prefixes 
+        // (i.e., in the logical target order)
         int kpIndex = 0;
         int tupleIndex = 0;
         int prefixTupleIndex = 0;
@@ -176,19 +168,13 @@
                 // beginning of keyPartition found, compress entire keyPartition
                 if (tupleIndex == keyPartitions.get(kpIndex).firstTupleIndex) {
 
-                    // number of fields we decided to use for compression of
-                    // this keyPartition
+                    // number of fields we decided to use for compression of this keyPartition
                     int fieldCountToCompress = keyPartitions.get(kpIndex).maxPmiIndex + 1;
                     int segmentStart = keyPartitions.get(kpIndex).firstTupleIndex;
                     int tuplesInSegment = 1;
 
-                    // System.out.println("PROCESSING KEYPARTITION: " + kpIndex
-                    // + " RANGE: " + keyPartitions.get(kpIndex).firstRecSlotNum
-                    // + " " + keyPartitions.get(kpIndex).lastRecSlotNum +
-                    // " FIELDSTOCOMPRESS: " + fieldCountToCompress);
-
-                    FieldPrefixTupleReference prevTuple = new FieldPrefixTupleReference(tupleWriter
-                            .createTupleReference());
+                    FieldPrefixTupleReference prevTuple = new FieldPrefixTupleReference(
+                            tupleWriter.createTupleReference());
                     prevTuple.setFieldCount(fieldCount);
 
                     FieldPrefixTupleReference tuple = new FieldPrefixTupleReference(tupleWriter.createTupleReference());
@@ -198,8 +184,7 @@
                         prevTuple.resetByTupleIndex(frame, i - 1);
                         tuple.resetByTupleIndex(frame, i);
 
-                        // check if tuples match in fieldCountToCompress of their
-                        // first fields
+                        // check if tuples match in fieldCountToCompress of their first fields
                         int prefixFieldsMatch = 0;
                         for (int j = 0; j < fieldCountToCompress; j++) {
                             if (cmps[j].compare(pageArray, prevTuple.getFieldStart(j), prevTuple.getFieldLength(j),
@@ -209,8 +194,8 @@
                                 break;
                         }
 
-                        // the two tuples must match in exactly the number of
-                        // fields we decided to compress for this keyPartition
+                        // the two tuples must match in exactly the number of fields we decided 
+                        // to compress for this keyPartition
                         int processSegments = 0;
                         if (prefixFieldsMatch == fieldCountToCompress)
                             tuplesInSegment++;
@@ -221,12 +206,10 @@
                             processSegments++;
 
                         for (int r = 0; r < processSegments; r++) {
-                            // compress current segment and then start new
-                            // segment
+                            // compress current segment and then start new segment
                             if (tuplesInSegment < occurrenceThreshold || fieldCountToCompress <= 0) {
-                                // segment does not have at least
-                                // occurrenceThreshold tuples, so write tuples
-                                // uncompressed
+                                // segment does not have at least occurrenceThreshold tuples, so 
+                                // write tuples uncompressed
                                 for (int j = 0; j < tuplesInSegment; j++) {
                                     int slotNum = segmentStart + j;
                                     tupleToWrite.resetByTupleIndex(frame, slotNum);
@@ -236,29 +219,14 @@
                                 }
                                 uncompressedTupleCount += tuplesInSegment;
                             } else {
-                                // segment has enough tuples, compress segment
-                                // extract prefix, write prefix tuple to buffer,
-                                // and set prefix slot
+                                // segment has enough tuples: compress segment, extract prefix, 
+                                // write prefix tuple to buffer, and set prefix slot
                                 newPrefixSlots[newPrefixSlots.length - 1 - prefixTupleIndex] = slotManager
                                         .encodeSlotFields(fieldCountToCompress, prefixFreeSpace);
-                                // int tmp = freeSpace;
-                                // prevRec.reset();
-                                // System.out.println("SOURCE CONTENTS: " +
-                                // buf.getInt(prevRec.getFieldOff()) + " " +
-                                // buf.getInt(prevRec.getFieldOff()+4));
                                 prefixFreeSpace += tupleWriter.writeTupleFields(prevTuple, 0, fieldCountToCompress,
                                         byteBuffer.array(), prefixFreeSpace);
-                                // System.out.println("WRITING PREFIX RECORD " +
-                                // prefixSlotNum + " AT " + tmp + " " +
-                                // freeSpace);
-                                // System.out.print("CONTENTS: ");
-                                // for(int x = 0; x < fieldCountToCompress; x++)
-                                // System.out.print(buf.getInt(tmp + x*4) +
-                                // " ");
-                                // System.out.println();
 
-                                // truncate tuples, write them to buffer, and
-                                // set tuple slots
+                                // truncate tuples, write them to buffer, and set tuple slots
                                 for (int j = 0; j < tuplesInSegment; j++) {
                                     int currTupleIndex = segmentStart + j;
                                     tupleToWrite.resetByTupleIndex(frame, currTupleIndex);
@@ -298,27 +266,24 @@
             tupleIndex++;
         }
 
-        // sanity check to see if we have written exactly as many prefix bytes
-        // as computed before
+        // sanity check to see if we have written exactly as many prefix bytes as computed before
         if (prefixFreeSpace != frame.getOrigFreeSpaceOff() + totalPrefixBytes) {
             throw new Exception("ERROR: Number of prefix bytes written don't match computed number");
         }
 
-        // in some rare instances our procedure could even increase the space
-        // requirement which is very dangerous
-        // this can happen to to the greedy solution of the knapsack-like
-        // problem
-        // therefore, we check if the new space exceeds the page size to avoid
-        // the only danger of an increasing space
+        // in some rare instances our procedure could even increase the space requirement which is very dangerous
+        // this can happen to to the greedy solution of the knapsack-like problem
+        // therefore, we check if the new space exceeds the page size to avoid the only danger of 
+        // an increasing space
         int totalSpace = tupleFreeSpace + newTupleSlots.length * slotManager.getSlotSize() + newPrefixSlots.length
                 * slotManager.getSlotSize();
         if (totalSpace > buf.capacity())
-            return false; // just leave the page as is
+            // just leave the page as is
+            return false;
 
         // copy new tuple and new slots into original page
         int freeSpaceAfterInit = frame.getOrigFreeSpaceOff();
-        System.arraycopy(buffer, freeSpaceAfterInit, pageArray, freeSpaceAfterInit, tupleFreeSpace
-                        - freeSpaceAfterInit);
+        System.arraycopy(buffer, freeSpaceAfterInit, pageArray, freeSpaceAfterInit, tupleFreeSpace - freeSpaceAfterInit);
 
         // copy prefix slots
         int slotOffRunner = buf.capacity() - slotManager.getSlotSize();
@@ -333,22 +298,6 @@
             slotOffRunner -= slotManager.getSlotSize();
         }
 
-        // int originalFreeSpaceOff = frame.getOrigFreeSpaceOff();
-        // System.out.println("ORIGINALFREESPACE: " + originalFreeSpaceOff);
-        // System.out.println("RECSPACE BEF: " + (frame.getFreeSpaceOff() -
-        // originalFreeSpaceOff));
-        // System.out.println("RECSPACE AFT: " + (recordFreeSpace -
-        // originalFreeSpaceOff));
-        // System.out.println("PREFIXSLOTS BEF: " +
-        // frame.getNumPrefixRecords());
-        // System.out.println("PREFIXSLOTS AFT: " + newPrefixSlots.length);
-        //        
-        // System.out.println("FREESPACE BEF: " + frame.getFreeSpaceOff());
-        // System.out.println("FREESPACE AFT: " + recordFreeSpace);
-        // System.out.println("PREFIXES: " + newPrefixSlots.length + " / " +
-        // FieldPrefixSlotManager.MAX_PREFIX_SLOTS);
-        // System.out.println("RECORDS: " + newRecordSlots.length);
-
         // update space fields, TODO: we need to update more fields
         frame.setFreeSpaceOff(tupleFreeSpace);
         frame.setPrefixTupleCount(newPrefixSlots.length);
@@ -377,7 +326,7 @@
         int maxCmps = cmps.length - 1;
         ByteBuffer buf = frame.getBuffer();
         byte[] pageArray = buf.array();
-        IPrefixSlotManager slotManager = frame.slotManager;
+        IPrefixSlotManager slotManager = (IPrefixSlotManager) frame.getSlotManager();
 
         ArrayList<KeyPartition> keyPartitions = new ArrayList<KeyPartition>();
         KeyPartition kp = new KeyPartition(maxCmps);
@@ -397,10 +346,6 @@
             prevTuple.resetByTupleIndex(frame, i - 1);
             tuple.resetByTupleIndex(frame, i);
 
-            // System.out.println("BEFORE RECORD: " + i + " " + rec.recSlotOff +
-            // " " + rec.recOff);
-            // kp.print();
-
             int prefixFieldsMatch = 0;
             for (int j = 0; j < maxCmps; j++) {
 
@@ -415,16 +360,15 @@
                                     - prefixFieldsMatch);
 
                     if (kp.pmi[j].matches == occurrenceThreshold) {
-                        // if we compress this prefix, we pay the cost of
-                        // storing it once, plus the size for one prefix slot
+                        // if we compress this prefix, we pay the cost of storing it once, plus 
+                        // the size for one prefix slot
                         kp.pmi[j].prefixBytes += prefixBytes;
                         kp.pmi[j].spaceCost += prefixBytes + slotManager.getSlotSize();
                         kp.pmi[j].prefixSlotsNeeded++;
                         kp.pmi[j].spaceBenefit += occurrenceThreshold * spaceBenefit;
                     } else if (kp.pmi[j].matches > occurrenceThreshold) {
-                        // we are beyond the occurrence threshold, every
-                        // additional tuple with a matching prefix increases the
-                        // benefit
+                        // we are beyond the occurrence threshold, every additional tuple with a 
+                        // matching prefix increases the benefit
                         kp.pmi[j].spaceBenefit += spaceBenefit;
                     }
                 } else {
@@ -433,15 +377,8 @@
                 }
             }
 
-            // System.out.println();
-            // System.out.println("AFTER RECORD: " + i);
-            // kp.print();
-            // System.out.println("-----------------");
-
-            // this means not even the first field matched, so we start to
-            // consider a new "key partition"
+            // this means not even the first field matched, so we start to consider a new "key partition"
             if (maxCmps > 0 && prefixFieldsMatch == 0) {
-                // System.out.println("NEW KEY PARTITION");
                 kp.lastTupleIndex = i - 1;
 
                 // remove keyPartitions that don't have enough tuples
@@ -478,7 +415,6 @@
         public int maxPmiIndex = -1;
 
         // number of fields used for compression for this kp of current page
-
         public KeyPartition(int numKeyFields) {
             pmi = new PrefixMatchInfo[numKeyFields];
             for (int i = 0; i < numKeyFields; i++) {
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeDataflowHelper.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeDataflowHelper.java
index 699915d..982f0ed 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeDataflowHelper.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeDataflowHelper.java
@@ -21,6 +21,7 @@
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
 
@@ -31,10 +32,11 @@
 
     @Override
     public ITreeIndex createIndexInstance() throws HyracksDataException {
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
         try {
-            return BTreeUtils.createBTree(opDesc.getStorageManager().getBufferCache(ctx), opDesc
-                    .getOpCallbackProvider().getOperationCallback(), treeOpDesc.getTreeIndexTypeTraits(), treeOpDesc
-                    .getTreeIndexComparatorFactories(), BTreeLeafFrameType.REGULAR_NSM);
+            return BTreeUtils.createBTree(opDesc.getStorageManager().getBufferCache(ctx), opDesc.getStorageManager()
+                    .getFileMapProvider(ctx), treeOpDesc.getTreeIndexTypeTraits(), treeOpDesc
+                    .getTreeIndexComparatorFactories(), BTreeLeafFrameType.REGULAR_NSM, file);
         } catch (BTreeException e) {
             throw new HyracksDataException(e);
         }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java
index f403312..c56308b 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java
@@ -23,32 +23,34 @@
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
 
 public class BTreeSearchOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
 
     private static final long serialVersionUID = 1L;
 
-    // fields in input tuple to be used as low keys
-    protected int[] lowKeyFields;
-    // fields in input tuple to be used as high keys
-    protected int[] highKeyFields;
-    protected boolean lowKeyInclusive;
-    protected boolean highKeyInclusive;
+    protected final int[] lowKeyFields;
+    protected final int[] highKeyFields;
+    protected final boolean lowKeyInclusive;
+    protected final boolean highKeyInclusive;
 
     public BTreeSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> indexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
             IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
-            IBinaryComparatorFactory[] comparatorFactories, int[] lowKeyFields, int[] highKeyFields,
-            boolean lowKeyInclusive, boolean highKeyInclusive, IIndexDataflowHelperFactory dataflowHelperFactory,
-            boolean retainInput, IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 1, 1, recDesc, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, dataflowHelperFactory, null, retainInput, opCallbackProvider);
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] lowKeyFields,
+            int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
+            IIndexDataflowHelperFactory dataflowHelperFactory, boolean retainInput,
+            ISearchOperationCallbackFactory searchOpCallbackProvider) {
+        super(spec, 1, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, null, retainInput,
+                NoOpLocalResourceFactoryProvider.INSTANCE, searchOpCallbackProvider,
+                NoOpOperationCallbackFactory.INSTANCE);
         this.lowKeyFields = lowKeyFields;
         this.highKeyFields = highKeyFields;
         this.lowKeyInclusive = lowKeyInclusive;
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
index b284847..dc5d161 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
@@ -19,16 +19,18 @@
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexSearchOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexSearchOperatorNodePushable;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 
-public class BTreeSearchOperatorNodePushable extends TreeIndexSearchOperatorNodePushable {
+public class BTreeSearchOperatorNodePushable extends IndexSearchOperatorNodePushable {
+    protected final boolean lowKeyInclusive;
+    protected final boolean highKeyInclusive;
+
     protected PermutingFrameTupleReference lowKey;
     protected PermutingFrameTupleReference highKey;
-    protected boolean lowKeyInclusive;
-    protected boolean highKeyInclusive;
     protected MultiComparator lowKeySearchCmp;
     protected MultiComparator highKeySearchCmp;
 
@@ -60,6 +62,7 @@
 
     @Override
     protected ISearchPredicate createSearchPredicate() {
+        ITreeIndex treeIndex = (ITreeIndex) index;
         lowKeySearchCmp = BTreeUtils.getSearchMultiComparator(treeIndex.getComparatorFactories(), lowKey);
         highKeySearchCmp = BTreeUtils.getSearchMultiComparator(treeIndex.getComparatorFactories(), highKey);
         return new RangePredicate(lowKey, highKey, lowKeyInclusive, highKeyInclusive, lowKeySearchCmp, highKeySearchCmp);
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java
index 1fc5cb8..f13ecae 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java
@@ -23,11 +23,10 @@
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITupleUpdaterFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 public class BTreeUpdateSearchOperatorDescriptor extends BTreeSearchOperatorDescriptor {
@@ -37,14 +36,15 @@
     private final ITupleUpdaterFactory tupleUpdaterFactory;
 
     public BTreeUpdateSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> indexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
             IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
-            IBinaryComparatorFactory[] comparatorFactories, int[] lowKeyFields, int[] highKeyFields,
-            boolean lowKeyInclusive, boolean highKeyInclusive, IIndexDataflowHelperFactory dataflowHelperFactory,
-            boolean retainInput, IOperationCallbackProvider opCallbackProvider, ITupleUpdaterFactory tupleUpdaterFactory) {
-        super(spec, recDesc, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits, comparatorFactories,
-                lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive, dataflowHelperFactory,
-                retainInput, opCallbackProvider);
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] lowKeyFields,
+            int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
+            IIndexDataflowHelperFactory dataflowHelperFactory, boolean retainInput,
+            ISearchOperationCallbackFactory searchOpCallbackProvider, ITupleUpdaterFactory tupleUpdaterFactory) {
+        super(spec, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, lowKeyFields, highKeyFields, lowKeyInclusive,
+                highKeyInclusive, dataflowHelperFactory, retainInput, searchOpCallbackProvider);
         this.tupleUpdaterFactory = tupleUpdaterFactory;
     }
 
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java
index 1141639..648e523 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java
@@ -21,7 +21,9 @@
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITupleUpdater;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
 
@@ -38,6 +40,8 @@
 
     @Override
     protected ITreeIndexCursor createCursor() {
+        ITreeIndex treeIndex = (ITreeIndex) index;
+        ITreeIndexFrame cursorFrame = treeIndex.getLeafFrameFactory().createFrame();
         return new BTreeRangeSearchCursor((IBTreeLeafFrame) cursorFrame, true);
     }
 
@@ -47,9 +51,9 @@
             tb.reset();
             cursor.next();
             if (retainInput) {
-            	frameTuple.reset(accessor, tupleIndex);
+                frameTuple.reset(accessor, tupleIndex);
                 for (int i = 0; i < frameTuple.getFieldCount(); i++) {
-                	dos.write(frameTuple.getFieldData(i), frameTuple.getFieldStart(i), frameTuple.getFieldLength(i));
+                    dos.write(frameTuple.getFieldData(i), frameTuple.getFieldStart(i), frameTuple.getFieldLength(i));
                     tb.addFieldEndOffset();
                 }
             }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeDuplicateKeyException.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeDuplicateKeyException.java
index d6d945f..5a1d610 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeDuplicateKeyException.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeDuplicateKeyException.java
@@ -17,11 +17,11 @@
 
 public class BTreeDuplicateKeyException extends BTreeException {
     private static final long serialVersionUID = 1L;
-    
+
     public BTreeDuplicateKeyException(Exception e) {
         super(e);
     }
-    
+
     public BTreeDuplicateKeyException(String message) {
         super(message);
     }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeNonExistentKeyException.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeNonExistentKeyException.java
index 81a0e79..989f118 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeNonExistentKeyException.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeNonExistentKeyException.java
@@ -16,13 +16,13 @@
 package edu.uci.ics.hyracks.storage.am.btree.exceptions;
 
 public class BTreeNonExistentKeyException extends BTreeException {
-    
+
     private static final long serialVersionUID = 1L;
-    
+
     public BTreeNonExistentKeyException(Exception e) {
         super(e);
     }
-    
+
     public BTreeNonExistentKeyException(String message) {
         super(message);
     }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeNotUpdateableException.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeNotUpdateableException.java
index 73b22d8..7e83c69 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeNotUpdateableException.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeNotUpdateableException.java
@@ -17,11 +17,11 @@
 
 public class BTreeNotUpdateableException extends BTreeException {
     private static final long serialVersionUID = 1L;
-    
+
     public BTreeNotUpdateableException(Exception e) {
         super(e);
     }
-    
+
     public BTreeNotUpdateableException(String message) {
         super(message);
     }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java
index fb2e833..354aa1e 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java
@@ -27,10 +27,10 @@
 import edu.uci.ics.hyracks.storage.am.btree.compressors.FieldPrefixCompressor;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeDuplicateKeyException;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNonExistentKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
 import edu.uci.ics.hyracks.storage.am.btree.impls.FieldPrefixPrefixTupleReference;
 import edu.uci.ics.hyracks.storage.am.btree.impls.FieldPrefixSlotManager;
 import edu.uci.ics.hyracks.storage.am.btree.impls.FieldPrefixTupleReference;
-import edu.uci.ics.hyracks.storage.am.common.api.ISlotManager;
 import edu.uci.ics.hyracks.storage.am.common.api.ISplitKey;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameCompressor;
@@ -45,8 +45,9 @@
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 
-// WARNING: only works when tupleWriter is an instance of TypeAwareTupleWriter
-
+/**
+ * WARNING: only works when tupleWriter is an instance of TypeAwareTupleWriter
+ */
 public class BTreeFieldPrefixNSMLeafFrame implements IBTreeLeafFrame {
 
     protected static final int pageLsnOff = 0; // 0
@@ -57,28 +58,26 @@
     protected static final int smFlagOff = levelOff + 1; // 21
     protected static final int uncompressedTupleCountOff = smFlagOff + 1; // 22
     protected static final int prefixTupleCountOff = uncompressedTupleCountOff + 4; // 26
-
     protected static final int nextLeafOff = prefixTupleCountOff + 4; // 30
 
+    private final IPrefixSlotManager slotManager;
+    private final ITreeIndexFrameCompressor compressor;
+    private final FieldPrefixTupleReference frameTuple;
+    private final FieldPrefixPrefixTupleReference framePrefixTuple;
+    private final ITreeIndexTupleWriter tupleWriter;
+
+    private MultiComparator cmp;
+
     protected ICachedPage page = null;
     protected ByteBuffer buf = null;
 
-    public final ITreeIndexFrameCompressor compressor;
-    // TODO: Should be protected, but will trigger some refactoring.
-    public final IPrefixSlotManager slotManager;
-
-    private final ITreeIndexTupleWriter tupleWriter;
-    private MultiComparator cmp;
-    
-    private final FieldPrefixTupleReference frameTuple;
-    private final FieldPrefixPrefixTupleReference framePrefixTuple;
-
     public BTreeFieldPrefixNSMLeafFrame(ITreeIndexTupleWriter tupleWriter) {
         this.tupleWriter = tupleWriter;
         this.frameTuple = new FieldPrefixTupleReference(tupleWriter.createTupleReference());
+        this.slotManager = new FieldPrefixSlotManager();
+
         ITypeTraits[] typeTraits = ((TypeAwareTupleWriter) tupleWriter).getTypeTraits();
         this.framePrefixTuple = new FieldPrefixPrefixTupleReference(typeTraits);
-        this.slotManager = new FieldPrefixSlotManager();
         this.compressor = new FieldPrefixCompressor(typeTraits, 0.001f, 2);
     }
 
@@ -108,19 +107,18 @@
         }
     }
 
-    // assumptions:
-    // 1. prefix tuple are stored contiguously
-    // 2. prefix tuple are located before tuples (physically on the page)
-    // 3. prefix tuple are sorted (last prefix tuple is at highest offset)
-    // this procedure will not move prefix tuples
+    // Assumptions:
+    // 1) prefix tuples are stored contiguously
+    // 2) prefix tuples are located before tuples (physically on the page)
+    // 3) prefix tuples are sorted (last prefix tuple is at highest offset)
+    // This procedure will not move prefix tuples.
     @Override
     public boolean compact() {
         resetSpaceParams();
 
         int tupleCount = buf.getInt(tupleCountOff);
 
-        // determine start of target free space (depends on assumptions stated
-        // above)
+        // determine start of target free space (depends on assumptions stated above)
         int freeSpace = buf.getInt(freeSpaceOff);
         int prefixTupleCount = buf.getInt(prefixTupleCountOff);
         if (prefixTupleCount > 0) {
@@ -185,8 +183,7 @@
         int length = tupleSlotOff - slotEndOff;
         System.arraycopy(buf.array(), slotEndOff, buf.array(), slotEndOff + slotManager.getSlotSize(), length);
 
-        // maintain space information, get size of tuple suffix (suffix
-        // could be entire tuple)
+        // maintain space information, get size of tuple suffix (suffix could be entire tuple)
         int tupleSize = 0;
         int suffixFieldStart = 0;
         if (prefixSlotNum == FieldPrefixSlotManager.TUPLE_UNCOMPRESSED) {
@@ -257,37 +254,37 @@
         buf.putInt(freeSpaceOff, buf.getInt(freeSpaceOff) + bytesWritten);
         buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) - bytesWritten - slotManager.getSlotSize());
     }
-    
+
     @Override
     public FrameOpSpaceStatus hasSpaceUpdate(ITupleReference newTuple, int oldTupleIndex) {
         int tupleIndex = slotManager.decodeSecondSlotField(oldTupleIndex);
         frameTuple.resetByTupleIndex(this, tupleIndex);
-        
+
         int oldTupleBytes = 0;
         int newTupleBytes = 0;
-        
+
         int numPrefixFields = frameTuple.getNumPrefixFields();
         int fieldCount = frameTuple.getFieldCount();
         if (numPrefixFields != 0) {
-            // Check the space requirements for updating the suffix of the original tuple.            
+            // Check the space requirements for updating the suffix of the original tuple.
             oldTupleBytes = frameTuple.getSuffixTupleSize();
-            newTupleBytes = tupleWriter.bytesRequired(newTuple, numPrefixFields, fieldCount - numPrefixFields); 
+            newTupleBytes = tupleWriter.bytesRequired(newTuple, numPrefixFields, fieldCount - numPrefixFields);
         } else {
             // The original tuple is uncompressed.
             oldTupleBytes = frameTuple.getTupleSize();
             newTupleBytes = tupleWriter.bytesRequired(newTuple);
         }
-        
+
         int additionalBytesRequired = newTupleBytes - oldTupleBytes;
         // Enough space for an in-place update?
         if (additionalBytesRequired <= 0) {
             return FrameOpSpaceStatus.SUFFICIENT_INPLACE_SPACE;
         }
-        
+
         int freeContiguous = buf.capacity() - buf.getInt(freeSpaceOff)
                 - ((buf.getInt(tupleCountOff) + buf.getInt(prefixTupleCountOff)) * slotManager.getSlotSize());
-        
-        // Enough space if we delete the old tuple and insert the new one without compaction? 
+
+        // Enough space if we delete the old tuple and insert the new one without compaction?
         if (newTupleBytes <= freeContiguous) {
             return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
         }
@@ -304,21 +301,24 @@
         int tupleSlotOff = slotManager.getTupleSlotOff(tupleIndex);
         int tupleSlot = buf.getInt(tupleSlotOff);
         int prefixSlotNum = slotManager.decodeFirstSlotField(tupleSlot);
-        int suffixTupleStartOff = slotManager.decodeSecondSlotField(tupleSlot);                
-        
+        int suffixTupleStartOff = slotManager.decodeSecondSlotField(tupleSlot);
+
         frameTuple.resetByTupleIndex(this, tupleIndex);
         int fieldCount = frameTuple.getFieldCount();
         int numPrefixFields = frameTuple.getNumPrefixFields();
         int oldTupleBytes = frameTuple.getSuffixTupleSize();
-        int bytesWritten = 0;        
-        
+        int bytesWritten = 0;
+
         if (inPlace) {
             // Overwrite the old tuple suffix in place.
-            bytesWritten = tupleWriter.writeTupleFields(newTuple, numPrefixFields, fieldCount - numPrefixFields, buf.array(), suffixTupleStartOff);
+            bytesWritten = tupleWriter.writeTupleFields(newTuple, numPrefixFields, fieldCount - numPrefixFields,
+                    buf.array(), suffixTupleStartOff);
         } else {
-            // Insert the new tuple suffix at the end of the free space, and change the slot value (effectively "deleting" the old tuple).
+            // Insert the new tuple suffix at the end of the free space, and change
+            // the slot value (effectively "deleting" the old tuple).
             int newSuffixTupleStartOff = buf.getInt(freeSpaceOff);
-            bytesWritten = tupleWriter.writeTupleFields(newTuple, numPrefixFields, fieldCount - numPrefixFields, buf.array(), newSuffixTupleStartOff);
+            bytesWritten = tupleWriter.writeTupleFields(newTuple, numPrefixFields, fieldCount - numPrefixFields,
+                    buf.array(), newSuffixTupleStartOff);
             // Update slot value using the same prefix slot num.
             slotManager.setSlot(tupleSlotOff, slotManager.encodeSlotFields(prefixSlotNum, newSuffixTupleStartOff));
             // Update contiguous free space pointer.
@@ -326,7 +326,7 @@
         }
         buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + oldTupleBytes - bytesWritten);
     }
-    
+
     protected void resetSpaceParams() {
         buf.putInt(freeSpaceOff, getOrigFreeSpaceOff());
         buf.putInt(totalFreeSpaceOff, getOrigTotalFreeSpace());
@@ -355,8 +355,8 @@
 
     @Override
     public int findInsertTupleIndex(ITupleReference tuple) throws TreeIndexException {
-    	int slot = slotManager.findSlot(tuple, frameTuple, framePrefixTuple, cmp, FindTupleMode.EXCLUSIVE_ERROR_IF_EXISTS,
-                FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        int slot = slotManager.findSlot(tuple, frameTuple, framePrefixTuple, cmp,
+                FindTupleMode.EXCLUSIVE_ERROR_IF_EXISTS, FindTupleNoExactMatchPolicy.HIGHER_KEY);
         int tupleIndex = slotManager.decodeSecondSlotField(slot);
         // Error indicator is set if there is an exact match.
         if (tupleIndex == slotManager.getErrorIndicator()) {
@@ -364,7 +364,7 @@
         }
         return slot;
     }
-    
+
     @Override
     public int findUpsertTupleIndex(ITupleReference tuple) throws TreeIndexException {
         int slot = slotManager.findSlot(tuple, frameTuple, framePrefixTuple, cmp, FindTupleMode.INCLUSIVE,
@@ -376,15 +376,15 @@
         }
         return slot;
     }
-    
+
     @Override
-    public ITupleReference getUpsertBeforeTuple(ITupleReference tuple, int targetTupleIndex) throws TreeIndexException {
+    public ITupleReference getMatchingKeyTuple(ITupleReference searchTuple, int targetTupleIndex) {
         int tupleIndex = slotManager.decodeSecondSlotField(targetTupleIndex);
         // Examine the tuple index to determine whether it is valid or not.
         if (tupleIndex != slotManager.getGreatestKeyIndicator()) {
             // We need to check the key to determine whether it's an insert or an update.
             frameTuple.resetByTupleIndex(this, tupleIndex);
-            if (cmp.compare(tuple, frameTuple) == 0) {
+            if (cmp.compare(searchTuple, frameTuple) == 0) {
                 // The keys match, it's an update.
                 return frameTuple;
             }
@@ -393,7 +393,7 @@
         // In those cases, we are definitely dealing with an insert.
         return null;
     }
-    
+
     @Override
     public int findUpdateTupleIndex(ITupleReference tuple) throws TreeIndexException {
         int slot = slotManager.findSlot(tuple, frameTuple, framePrefixTuple, cmp, FindTupleMode.EXACT,
@@ -402,10 +402,10 @@
         // Error indicator is set if there is no exact match.
         if (tupleIndex == slotManager.getErrorIndicator()) {
             throw new BTreeNonExistentKeyException("Trying to update a tuple with a nonexistent key in leaf node.");
-        }    
+        }
         return slot;
     }
-    
+
     @Override
     public int findDeleteTupleIndex(ITupleReference tuple) throws TreeIndexException {
         int slot = slotManager.findSlot(tuple, frameTuple, framePrefixTuple, cmp, FindTupleMode.EXACT,
@@ -414,10 +414,10 @@
         // Error indicator is set if there is no exact match.
         if (tupleIndex == slotManager.getErrorIndicator()) {
             throw new BTreeNonExistentKeyException("Trying to delete a tuple with a nonexistent key in leaf node.");
-        }    
+        }
         return slot;
     }
-    
+
     @Override
     public String printHeader() {
         StringBuilder strBuilder = new StringBuilder();
@@ -438,8 +438,8 @@
         return buf.getInt(tupleCountOff);
     }
 
-    public ISlotManager getSlotManager() {
-        return null;
+    public IPrefixSlotManager getSlotManager() {
+        return slotManager;
     }
 
     @Override
@@ -537,16 +537,16 @@
     }
 
     @Override
-    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey)
-    		throws TreeIndexException {
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey) {
 
-        BTreeFieldPrefixNSMLeafFrame rf = (BTreeFieldPrefixNSMLeafFrame)rightFrame;
+        BTreeFieldPrefixNSMLeafFrame rf = (BTreeFieldPrefixNSMLeafFrame) rightFrame;
 
         ByteBuffer right = rf.getBuffer();
         int tupleCount = getTupleCount();
         int prefixTupleCount = getPrefixTupleCount();
 
-        // Find split point, and determine into which frame the new tuple should be inserted into.
+        // Find split point, and determine into which frame the new tuple should
+        // be inserted into.
         int tuplesToLeft;
         int midSlotNum = tupleCount / 2;
         ITreeIndexFrame targetFrame = null;
@@ -576,8 +576,7 @@
             }
         }
 
-        // if we are splitting in the middle of a prefix both pages need to have
-        // the prefix slot and tuple
+        // if we are splitting in the middle of a prefix both pages need to have the prefix slot and tuple
         int boundaryTupleSlotOff = rf.slotManager.getTupleSlotOff(tuplesToLeft - 1);
         int boundaryTupleSlot = buf.getInt(boundaryTupleSlotOff);
         int boundaryPrefixSlotNum = rf.slotManager.decodeFirstSlotField(boundaryTupleSlot);
@@ -587,8 +586,7 @@
             prefixesToLeft++; // tuples on both pages share one prefix
         }
 
-        // move prefix tuples on right page to beginning of page and adjust
-        // prefix slots
+        // move prefix tuples on right page to beginning of page and adjust prefix slots
         if (prefixesToRight > 0 && prefixesToLeft > 0 && prefixTupleCount > 1) {
 
             int freeSpace = rf.getOrigFreeSpaceOff();
@@ -652,7 +650,13 @@
         rightFrame.compact();
 
         // insert last key
-        int targetTupleIndex = ((IBTreeLeafFrame)targetFrame).findInsertTupleIndex(tuple);
+        int targetTupleIndex;
+        // it's safe to catch this exception since it will have been caught before reaching here
+        try {
+            targetTupleIndex = ((IBTreeLeafFrame) targetFrame).findInsertTupleIndex(tuple);
+        } catch (TreeIndexException e) {
+            throw new IllegalStateException(e);
+        }
         targetFrame.insert(tuple, targetTupleIndex);
 
         // set split key to be highest value in left page
@@ -716,7 +720,8 @@
         int slot = slotManager.findSlot(searchKey, pageTuple, framePrefixTuple, cmp, ftm, ftp);
         int tupleIndex = slotManager.decodeSecondSlotField(slot);
         // TODO: Revisit this one. Maybe there is a cleaner way to solve this in the RangeSearchCursor.
-        if (tupleIndex == FieldPrefixSlotManager.GREATEST_KEY_INDICATOR || tupleIndex == FieldPrefixSlotManager.ERROR_INDICATOR)
+        if (tupleIndex == FieldPrefixSlotManager.GREATEST_KEY_INDICATOR
+                || tupleIndex == FieldPrefixSlotManager.ERROR_INDICATOR)
             return -1;
         else
             return tupleIndex;
@@ -727,9 +732,14 @@
         return nextLeafOff;
     }
 
-	@Override
-	public void setMultiComparator(MultiComparator cmp) {
-		this.cmp = cmp;
-		this.slotManager.setMultiComparator(cmp);
-	}
+    @Override
+    public void setMultiComparator(MultiComparator cmp) {
+        this.cmp = cmp;
+        this.slotManager.setMultiComparator(cmp);
+    }
+
+    @Override
+    public void validate(PageValidationInfo pvi) {
+        // Do nothing
+    }
 }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrameFactory.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrameFactory.java
index 5defb27..79d2f3a 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrameFactory.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrameFactory.java
@@ -22,8 +22,9 @@
 public class BTreeFieldPrefixNSMLeafFrameFactory implements ITreeIndexFrameFactory {
 
     private static final long serialVersionUID = 1L;
+
     private final ITreeIndexTupleWriterFactory tupleWriterFactory;
-    
+
     public BTreeFieldPrefixNSMLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory) {
         this.tupleWriterFactory = tupleWriterFactory;
     }
@@ -35,6 +36,6 @@
 
     @Override
     public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
-       return tupleWriterFactory;
+        return tupleWriterFactory;
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeLeafFrameType.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeLeafFrameType.java
index 6ff44be..bd543f8 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeLeafFrameType.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeLeafFrameType.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.btree.frames;
 
 public enum BTreeLeafFrameType {
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrame.java
index d2cb2c6..90b167f 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrame.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrame.java
@@ -19,9 +19,11 @@
 import java.util.ArrayList;
 import java.util.Collections;
 
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeInteriorFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
 import edu.uci.ics.hyracks.storage.am.common.api.ISplitKey;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
@@ -41,11 +43,14 @@
     private static final int childPtrSize = 4;
 
     private final ITreeIndexTupleReference cmpFrameTuple;
+    private final ITreeIndexTupleReference previousFt;
+
     private MultiComparator cmp;
 
     public BTreeNSMInteriorFrame(ITreeIndexTupleWriter tupleWriter) {
         super(tupleWriter, new OrderedSlotManager());
         cmpFrameTuple = tupleWriter.createTupleReference();
+        previousFt = tupleWriter.createTupleReference();
     }
 
     @Override
@@ -59,7 +64,7 @@
         return slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.INCLUSIVE,
                 FindTupleNoExactMatchPolicy.HIGHER_KEY);
     }
-    
+
     @Override
     public FrameOpSpaceStatus hasSpaceInsert(ITupleReference tuple) {
         // Tuple bytes + child pointer + slot.
@@ -89,12 +94,9 @@
             System.arraycopy(tuple.getFieldData(tuple.getFieldCount() - 1), getLeftChildPageOff(tuple) + childPtrSize,
                     buf.array(), rightLeafOff, childPtrSize);
         } else {
-            // If slotOff has a right (slot-)neighbor then update its child
-            // pointer.
-            // The only time when this is NOT the case, is when this is the
-            // very first tuple (or when the splitkey goes into the rightmost
-            // slot but that
-            // case is handled in the if above).
+            // If slotOff has a right (slot-)neighbor then update its child pointer.
+            // The only time when this is NOT the case, is when this is the very first tuple
+            // (or when the splitkey goes into the rightmost slot but that case is handled in the if above).
             if (buf.getInt(tupleCountOff) > 1) {
                 int rightNeighborOff = slotOff - slotManager.getSlotSize();
                 frameTuple.resetByTupleOffset(buf, slotManager.getTupleOff(rightNeighborOff));
@@ -103,7 +105,7 @@
             }
         }
     }
-    
+
     @Override
     public int findDeleteTupleIndex(ITupleReference tuple) throws TreeIndexException {
         return slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.INCLUSIVE,
@@ -135,7 +137,7 @@
         buf.putInt(totalFreeSpaceOff,
                 buf.getInt(totalFreeSpaceOff) + keySize + childPtrSize + slotManager.getSlotSize());
     }
-    
+
     @Override
     public void deleteGreatest() {
         int slotOff = slotManager.getSlotEndOff();
@@ -152,16 +154,11 @@
             buf.putInt(freeSpace, freeSpace - (keySize + childPtrSize));
         }
     }
-    
+
     @Override
     public FrameOpSpaceStatus hasSpaceUpdate(ITupleReference tuple, int oldTupleIndex) {
         throw new UnsupportedOperationException("Cannot update tuples in interior node.");
     }
-    
-    @Override
-    public int findUpdateTupleIndex(ITupleReference tuple) throws TreeIndexException {
-        throw new UnsupportedOperationException("Cannot update tuples in interior node.");
-    }
 
     @Override
     public void insertSorted(ITupleReference tuple) {
@@ -179,18 +176,31 @@
     }
 
     @Override
-    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey) throws TreeIndexException {
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey) {
         ByteBuffer right = rightFrame.getBuffer();
         int tupleCount = getTupleCount();
-        
+
         // Find split point, and determine into which frame the new tuple should be inserted into.
-        int tuplesToLeft = (tupleCount / 2) + (tupleCount % 2);
+        int tuplesToLeft;
         ITreeIndexFrame targetFrame = null;
-        frameTuple.resetByTupleIndex(this, tuplesToLeft - 1);
-        if (cmp.compare(tuple, frameTuple) <= 0) {
-            targetFrame = this;
-        } else {
+
+        int totalSize = 0;
+        int halfPageSize = buf.capacity() / 2 - getPageHeaderSize();
+        int i;
+        for (i = 0; i < tupleCount; ++i) {
+            frameTuple.resetByTupleIndex(this, i);
+            totalSize += tupleWriter.bytesRequired(frameTuple) + childPtrSize + slotManager.getSlotSize();
+            if (totalSize >= halfPageSize) {
+                break;
+            }
+        }
+
+        if (cmp.compare(tuple, frameTuple) > 0) {
+            tuplesToLeft = i;
             targetFrame = rightFrame;
+        } else {
+            tuplesToLeft = i + 1;
+            targetFrame = this;
         }
         int tuplesToRight = tupleCount - tuplesToLeft;
 
@@ -232,8 +242,13 @@
         compact();
 
         // Insert the saved split key.
-        int targetTupleIndex = ((BTreeNSMInteriorFrame) targetFrame)
-                .findInsertTupleIndex(savedSplitKey.getTuple());
+        int targetTupleIndex;
+        // it's safe to catch this exception since it will have been caught before reaching here
+        try {
+            targetTupleIndex = ((BTreeNSMInteriorFrame) targetFrame).findInsertTupleIndex(savedSplitKey.getTuple());
+        } catch (TreeIndexException e) {
+            throw new IllegalStateException(e);
+        }
         targetFrame.insert(savedSplitKey.getTuple(), targetTupleIndex);
     }
 
@@ -270,17 +285,17 @@
     }
 
     @Override
-    public int getChildPageId(RangePredicate pred) {
+    public int getChildPageId(RangePredicate pred) throws HyracksDataException {
         // Trivial case where there is only a child pointer (and no key).
         if (buf.getInt(tupleCountOff) == 0) {
             return buf.getInt(rightLeafOff);
         }
-        // Trivial cases where no low key or high key was given (e.g.
-        // during an index scan).
+        // Trivial cases where no low key or high key was given (e.g. during an
+        // index scan).
         ITupleReference tuple = null;
         FindTupleMode fsm = null;
         // The target comparator may be on a prefix of the BTree key fields.
-        MultiComparator targetCmp = pred.getLowKeyComparator();;
+        MultiComparator targetCmp = pred.getLowKeyComparator();
         tuple = pred.getLowKey();
         if (tuple == null) {
             return getLeftmostChildPageId();
@@ -322,6 +337,7 @@
         slotOff -= slotManager.getSlotSize();
         frameTuple.resetByTupleOffset(buf, slotManager.getTupleOff(slotOff));
         int childPageOff = getLeftChildPageOff(frameTuple);
+
         return buf.getInt(childPageOff);
     }
 
@@ -351,7 +367,7 @@
 
     @Override
     public int getPageHeaderSize() {
-        return rightLeafOff;
+        return rightLeafOff + 4;
     }
 
     private int getLeftChildPageOff(ITupleReference tuple) {
@@ -377,15 +393,16 @@
         this.cmp = cmp;
         cmpFrameTuple.setFieldCount(cmp.getKeyFieldCount());
         frameTuple.setFieldCount(cmp.getKeyFieldCount());
+        previousFt.setFieldCount(cmp.getKeyFieldCount());
     }
-    
+
     @Override
     public ITreeIndexTupleReference createTupleReference() {
         ITreeIndexTupleReference tuple = tupleWriter.createTupleReference();
         tuple.setFieldCount(cmp.getKeyFieldCount());
         return tuple;
     }
-    
+
     // For debugging.
     public ArrayList<Integer> getChildren(MultiComparator cmp) {
         ArrayList<Integer> ret = new ArrayList<Integer>();
@@ -407,4 +424,23 @@
         }
         return ret;
     }
+
+    public void validate(PageValidationInfo pvi) throws HyracksDataException {
+        int tupleCount = getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            frameTuple.resetByTupleIndex(this, i);
+            if (!pvi.isLowRangeNull) {
+                assert cmp.compare(pvi.lowRangeTuple, frameTuple) < 0;
+            }
+
+            if (!pvi.isHighRangeNull) {
+                assert cmp.compare(pvi.highRangeTuple, frameTuple) >= 0;
+            }
+
+            if (i > 0) {
+                previousFt.resetByTupleIndex(this, i - 1);
+                assert cmp.compare(previousFt, frameTuple) < 0;
+            }
+        }
+    }
 }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrameFactory.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrameFactory.java
index 8618df8..1491b55 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrameFactory.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrameFactory.java
@@ -22,6 +22,7 @@
 public class BTreeNSMInteriorFrameFactory implements ITreeIndexFrameFactory {
 
     private static final long serialVersionUID = 1L;
+
     private final ITreeIndexTupleWriterFactory tupleWriterFactory;
 
     public BTreeNSMInteriorFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory) {
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMLeafFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMLeafFrame.java
index 4b7f44b..04b3077 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMLeafFrame.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMLeafFrame.java
@@ -17,10 +17,12 @@
 
 import java.nio.ByteBuffer;
 
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeDuplicateKeyException;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNonExistentKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
 import edu.uci.ics.hyracks.storage.am.common.api.ISplitKey;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
@@ -33,10 +35,14 @@
 
 public class BTreeNSMLeafFrame extends TreeIndexNSMFrame implements IBTreeLeafFrame {
     protected static final int nextLeafOff = smFlagOff + 1;
+
     private MultiComparator cmp;
-    
+
+    private final ITreeIndexTupleReference previousFt;
+
     public BTreeNSMLeafFrame(ITreeIndexTupleWriter tupleWriter) {
         super(tupleWriter, new OrderedSlotManager());
+        previousFt = tupleWriter.createTupleReference();
     }
 
     @Override
@@ -65,7 +71,7 @@
         }
         return tupleIndex;
     }
-    
+
     @Override
     public int findUpdateTupleIndex(ITupleReference tuple) throws TreeIndexException {
         int tupleIndex = slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.EXACT,
@@ -73,34 +79,37 @@
         // Error indicator is set if there is no exact match.
         if (tupleIndex == slotManager.getErrorIndicator() || tupleIndex == slotManager.getGreatestKeyIndicator()) {
             throw new BTreeNonExistentKeyException("Trying to update a tuple with a nonexistent key in leaf node.");
-        }        
+        }
         return tupleIndex;
     }
-    
+
     @Override
     public int findUpsertTupleIndex(ITupleReference tuple) throws TreeIndexException {
         int tupleIndex = slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.INCLUSIVE,
                 FindTupleNoExactMatchPolicy.HIGHER_KEY);
-        // Just return the found tupleIndex. The caller will make the final decision whether to insert or update.
+        // Just return the found tupleIndex. The caller will make the final
+        // decision whether to insert or update.
         return tupleIndex;
     }
-    
+
     @Override
-    public ITupleReference getUpsertBeforeTuple(ITupleReference tuple, int targetTupleIndex) throws TreeIndexException {
+    public ITupleReference getMatchingKeyTuple(ITupleReference searchTuple, int targetTupleIndex) {
         // Examine the tuple index to determine whether it is valid or not.
         if (targetTupleIndex != slotManager.getGreatestKeyIndicator()) {
-            // We need to check the key to determine whether it's an insert or an update.
+            // We need to check the key to determine whether it's an insert or
+            // an update/delete
             frameTuple.resetByTupleIndex(this, targetTupleIndex);
-            if (cmp.compare(tuple, frameTuple) == 0) {
-                // The keys match, it's an update.
+            if (cmp.compare(searchTuple, frameTuple) == 0) {
+                // The keys match, it's an update/delete
                 return frameTuple;
             }
         }
-        // Either the tuple index is a special indicator, or the keys don't match.
+        // Either the tuple index is a special indicator, or the keys don't
+        // match.
         // In those cases, we are definitely dealing with an insert.
         return null;
     }
-    
+
     @Override
     public int findDeleteTupleIndex(ITupleReference tuple) throws TreeIndexException {
         int tupleIndex = slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.EXACT,
@@ -108,7 +117,7 @@
         // Error indicator is set if there is no exact match.
         if (tupleIndex == slotManager.getErrorIndicator() || tupleIndex == slotManager.getGreatestKeyIndicator()) {
             throw new BTreeNonExistentKeyException("Trying to delete a tuple with a nonexistent key in leaf node.");
-        }        
+        }
         return tupleIndex;
     }
 
@@ -128,21 +137,30 @@
     }
 
     @Override
-    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey) throws TreeIndexException {
-    	ByteBuffer right = rightFrame.getBuffer();
-        int tupleCount = getTupleCount();        
-        
-        // Find split point, and determine into which frame the new tuple should be inserted into.
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey) {
+        ByteBuffer right = rightFrame.getBuffer();
+        int tupleCount = getTupleCount();
+
+        // Find split point, and determine into which frame the new tuple should
+        // be inserted into.
         int tuplesToLeft;
-        int mid = tupleCount / 2;
         ITreeIndexFrame targetFrame = null;
-        int tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff() + slotManager.getSlotSize() * mid);
-        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int totalSize = 0;
+        int halfPageSize = buf.capacity() / 2 - getPageHeaderSize();
+        int i;
+        for (i = 0; i < tupleCount; ++i) {
+            frameTuple.resetByTupleIndex(this, i);
+            totalSize += tupleWriter.getCopySpaceRequired(frameTuple) + slotManager.getSlotSize();
+            if (totalSize >= halfPageSize) {
+                break;
+            }
+        }
+
         if (cmp.compare(tuple, frameTuple) >= 0) {
-            tuplesToLeft = mid + (tupleCount % 2);
+            tuplesToLeft = i + 1;
             targetFrame = rightFrame;
         } else {
-            tuplesToLeft = mid;
+            tuplesToLeft = i;
             targetFrame = this;
         }
         int tuplesToRight = tupleCount - tuplesToLeft;
@@ -166,11 +184,18 @@
         compact();
 
         // Insert the new tuple.
-        int targetTupleIndex = ((BTreeNSMLeafFrame)targetFrame).findInsertTupleIndex(tuple);
+        int targetTupleIndex;
+        // it's safe to catch this exception since it will have been caught
+        // before reaching here
+        try {
+            targetTupleIndex = ((BTreeNSMLeafFrame) targetFrame).findInsertTupleIndex(tuple);
+        } catch (TreeIndexException e) {
+            throw new IllegalStateException(e);
+        }
         targetFrame.insert(tuple, targetTupleIndex);
 
         // Set the split key to be highest key in the left page.
-        tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
+        int tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
         frameTuple.resetByTupleOffset(buf, tupleOff);
         int splitKeySize = tupleWriter.bytesRequired(frameTuple, 0, cmp.getKeyFieldCount());
         splitKey.initData(splitKeySize);
@@ -197,7 +222,7 @@
 
     @Override
     public int getPageHeaderSize() {
-        return nextLeafOff;
+        return nextLeafOff + 4;
     }
 
     @Override
@@ -213,9 +238,28 @@
             buf.put(smFlagOff, (byte) 0);
         }
     }
-    
-	@Override
-	public void setMultiComparator(MultiComparator cmp) {
-		this.cmp = cmp;
-	}
-}
+
+    @Override
+    public void setMultiComparator(MultiComparator cmp) {
+        this.cmp = cmp;
+    }
+
+    public void validate(PageValidationInfo pvi) throws HyracksDataException {
+        int tupleCount = getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            frameTuple.resetByTupleIndex(this, i);
+            if (!pvi.isLowRangeNull) {
+                assert cmp.compare(pvi.lowRangeTuple, frameTuple) < 0;
+            }
+
+            if (!pvi.isHighRangeNull) {
+                assert cmp.compare(pvi.highRangeTuple, frameTuple) >= 0;
+            }
+
+            if (i > 0) {
+                previousFt.resetByTupleIndex(this, i - 1);
+                assert cmp.compare(previousFt, frameTuple) < 0;
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMLeafFrameFactory.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMLeafFrameFactory.java
index 9508df5..b445fa8 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMLeafFrameFactory.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/BTreeNSMLeafFrameFactory.java
@@ -22,8 +22,9 @@
 public class BTreeNSMLeafFrameFactory implements ITreeIndexFrameFactory {
 
     private static final long serialVersionUID = 1L;
+
     private final ITreeIndexTupleWriterFactory tupleWriterFactory;
-    
+
     public BTreeNSMLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory) {
         this.tupleWriterFactory = tupleWriterFactory;
     }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/OrderedSlotManager.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/OrderedSlotManager.java
index 5f507f5..e51ee99 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/OrderedSlotManager.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/frames/OrderedSlotManager.java
@@ -23,8 +23,8 @@
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
 public class OrderedSlotManager extends AbstractSlotManager {
-    
-	@Override
+
+    @Override
     public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference frameTuple, MultiComparator multiCmp,
             FindTupleMode mode, FindTupleNoExactMatchPolicy matchPolicy) {
         if (frame.getTupleCount() <= 0) {
@@ -34,12 +34,12 @@
         int mid;
         int begin = 0;
         int end = frame.getTupleCount() - 1;
-        
+
         while (begin <= end) {
             mid = (begin + end) / 2;
-            frameTuple.resetByTupleIndex(frame, mid);            
-            
-            int cmp = multiCmp.compare(searchKey, frameTuple);            
+            frameTuple.resetByTupleIndex(frame, mid);
+
+            int cmp = multiCmp.compare(searchKey, frameTuple);
             if (cmp < 0) {
                 end = mid - 1;
             } else if (cmp > 0) {
@@ -87,7 +87,7 @@
             }
         }
     }
-    
+
     @Override
     public int insertSlot(int tupleIndex, int tupleOff) {
         int slotOff = getSlotOff(tupleIndex);
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTree.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTree.java
index 89e8870..86bc32a 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTree.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTree.java
@@ -16,102 +16,76 @@
 package edu.uci.ics.hyracks.storage.am.btree.impls;
 
 import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
 import java.util.concurrent.locks.ReadWriteLock;
 import java.util.concurrent.locks.ReentrantReadWriteLock;
 
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeFrame;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeInteriorFrame;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.api.ITupleAcceptor;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNonExistentKeyException;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNotUpdateableException;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ISplitKey;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.UnsortedInputException;
 import edu.uci.ics.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
-import edu.uci.ics.hyracks.storage.am.common.impls.TreeDiskOrderScanCursor;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.impls.AbstractTreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.impls.NodeFrontier;
+import edu.uci.ics.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.common.util.TreeIndexUtils;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
-public class BTree implements ITreeIndex {
+public class BTree extends AbstractTreeIndex {
 
     public static final float DEFAULT_FILL_FACTOR = 0.7f;
 
     private final static long RESTART_OP = Long.MIN_VALUE;
+    private final static long FULL_RESTART_OP = Long.MIN_VALUE + 1;
     private final static int MAX_RESTARTS = 10;
-    private final static int rootPage = 1;
-        
-    private final IFreePageManager freePageManager;
-    private final IBufferCache bufferCache;    
-    private final IOperationCallback opCallback;
-    private final ITreeIndexFrameFactory interiorFrameFactory;
-    private final ITreeIndexFrameFactory leafFrameFactory;
-    private final int fieldCount;
-    private final IBinaryComparatorFactory[] cmpFactories;
+
+    private final AtomicInteger smoCounter;
     private final ReadWriteLock treeLatch;
-    private int fileId;
 
-    public BTree(IBufferCache bufferCache, IOperationCallback opCallback, int fieldCount, IBinaryComparatorFactory[] cmpFactories, IFreePageManager freePageManager,
-            ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexFrameFactory leafFrameFactory) {
-        this.bufferCache = bufferCache;
-        this.opCallback = opCallback;
-        this.fieldCount = fieldCount;
-        this.cmpFactories = cmpFactories;
-        this.interiorFrameFactory = interiorFrameFactory;
-        this.leafFrameFactory = leafFrameFactory;        
-        this.freePageManager = freePageManager;
+    public BTree(IBufferCache bufferCache, IFileMapProvider fileMapProvider, IFreePageManager freePageManager,
+            ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexFrameFactory leafFrameFactory,
+            IBinaryComparatorFactory[] cmpFactories, int fieldCount, FileReference file) {
+        super(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory, cmpFactories,
+                fieldCount, file);
         this.treeLatch = new ReentrantReadWriteLock(true);
-    }
-
-    @Override
-    public void create(int fileId) throws HyracksDataException {
-        treeLatch.writeLock().lock();
-        try {
-            ITreeIndexFrame leafFrame = leafFrameFactory.createFrame();
-            ITreeIndexMetaDataFrame metaFrame = freePageManager.getMetaDataFrameFactory().createFrame();
-            this.fileId = fileId;
-            freePageManager.open(fileId);
-            freePageManager.init(metaFrame, rootPage);
-            initRoot(leafFrame, true);
-        } finally {
-            treeLatch.writeLock().unlock();
-        }
-    }
-
-    @Override
-    public void open(int fileId) {    	
-    	this.fileId = fileId;
-    	freePageManager.open(fileId);
-    }
-
-    @Override
-    public void close() {
-        fileId = -1;
-        freePageManager.close();
+        this.smoCounter = new AtomicInteger();
     }
 
     private void diskOrderScan(ITreeIndexCursor icursor, BTreeOpContext ctx) throws HyracksDataException {
-        TreeDiskOrderScanCursor cursor = (TreeDiskOrderScanCursor) icursor;
+        TreeIndexDiskOrderScanCursor cursor = (TreeIndexDiskOrderScanCursor) icursor;
         ctx.reset();
         RangePredicate diskOrderScanPred = new RangePredicate(null, null, true, true, ctx.cmp, ctx.cmp);
         int currentPageId = rootPage;
@@ -124,6 +98,8 @@
             cursor.setCurrentPageId(currentPageId);
             cursor.setMaxPageId(maxPageId);
             ctx.cursorInitialState.setPage(page);
+            ctx.cursorInitialState.setSearchOperationCallback(ctx.searchCallback);
+            ctx.cursorInitialState.setOriginialKeyComparator(ctx.cmp);
             cursor.open(ctx.cursorInitialState, diskOrderScanPred);
         } catch (Exception e) {
             page.releaseReadLatch();
@@ -132,6 +108,69 @@
         }
     }
 
+    public void validate() throws HyracksDataException {
+        // Stack validation protocol:
+        //      * parent pushes the validation information onto the stack before validation
+        //      * child pops the validation information off of the stack after validating
+        BTreeAccessor accessor = (BTreeAccessor) createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        PageValidationInfo pvi = accessor.ctx.createPageValidationInfo(null);
+        accessor.ctx.validationInfos.addFirst(pvi);
+        validate(accessor.ctx, rootPage);
+    }
+
+    private void validate(BTreeOpContext ctx, int pageId) throws HyracksDataException {
+        ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+        ctx.interiorFrame.setPage(page);
+        PageValidationInfo currentPvi = ctx.validationInfos.peekFirst();
+
+        boolean isLeaf = ctx.interiorFrame.isLeaf();
+        if (isLeaf) {
+            ctx.leafFrame.setPage(page);
+            ctx.leafFrame.validate(currentPvi);
+        } else {
+            PageValidationInfo nextPvi = ctx.createPageValidationInfo(currentPvi);
+            List<Integer> children = ((BTreeNSMInteriorFrame) ctx.interiorFrame).getChildren(ctx.cmp);
+            ctx.interiorFrame.validate(currentPvi);
+            for (int i = 0; i < children.size(); i++) {
+                ctx.interiorFrame.setPage(page);
+
+                if (children.size() == 1) {
+                    // There is a single child pointer with no keys, so propagate both low and high ranges
+                    nextPvi.propagateLowRangeKey(currentPvi);
+                    nextPvi.propagateHighRangeKey(currentPvi);
+                } else if (i == 0) {
+                    // There is more than one child pointer and this is the left-most child pointer, so:
+                    //      1) propagate the low range key from the parent
+                    //      2) adjust the high range key
+                    nextPvi.propagateLowRangeKey(currentPvi);
+                    ctx.interiorFrameTuple.resetByTupleIndex(ctx.interiorFrame, i);
+                    nextPvi.adjustHighRangeKey(ctx.interiorFrameTuple);
+                } else if (i == children.size() - 1) {
+                    // There is more than one child pointer and this is the right-most child pointer, so:
+                    //      1) propagate the high range key from the parent
+                    //      2) adjust the low range key
+                    nextPvi.propagateHighRangeKey(currentPvi);
+                    ctx.interiorFrameTuple.resetByTupleIndex(ctx.interiorFrame, i - 1);
+                    nextPvi.adjustLowRangeKey(ctx.interiorFrameTuple);
+                } else {
+                    // There is more than one child pointer and this pointer is not the left/right-most pointer, so:
+                    //      1) adjust the low range key
+                    //      2) adjust the high range key
+                    ctx.interiorFrameTuple.resetByTupleIndex(ctx.interiorFrame, i - 1);
+                    nextPvi.adjustLowRangeKey(ctx.interiorFrameTuple);
+                    ctx.interiorFrameTuple.resetByTupleIndex(ctx.interiorFrame, i);
+                    nextPvi.adjustHighRangeKey(ctx.interiorFrameTuple);
+                }
+
+                ctx.validationInfos.addFirst(nextPvi);
+                validate(ctx, children.get(i));
+            }
+        }
+        bufferCache.unpin(page);
+        ctx.validationInfos.removeFirst();
+    }
+
     private void search(ITreeIndexCursor cursor, ISearchPredicate searchPred, BTreeOpContext ctx)
             throws TreeIndexException, HyracksDataException {
         ctx.reset();
@@ -176,24 +215,17 @@
             }
         }
         if (ctx.smPages.size() > 0) {
+            if (ctx.smoCount == Integer.MAX_VALUE) {
+                smoCounter.set(0);
+            } else {
+                smoCounter.incrementAndGet();
+            }
             treeLatch.writeLock().unlock();
             ctx.smPages.clear();
         }
         ctx.interiorFrame.setPage(originalPage);
     }
 
-    private void initRoot(ITreeIndexFrame leafFrame, boolean firstInit) throws HyracksDataException {
-        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), firstInit);
-        rootNode.acquireWriteLatch();
-        try {
-            leafFrame.setPage(rootNode);
-            leafFrame.initBuffer((byte) 0);
-        } finally {
-            rootNode.releaseWriteLatch();
-            bufferCache.unpin(rootNode);
-        }
-    }
-    
     private void createNewRoot(BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
         // Make sure the root is always in the same page.
         ICachedPage leftNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, ctx.splitKey.getLeftPage()),
@@ -209,9 +241,13 @@
                         .getBuffer().capacity());
                 ctx.interiorFrame.setPage(newLeftNode);
                 ctx.interiorFrame.setSmFlag(false);
+                // Remember LSN to set it in the root.
+                long leftNodeLSN = ctx.interiorFrame.getPageLsn();
                 // Initialize new root (leftNode becomes new root).
                 ctx.interiorFrame.setPage(leftNode);
                 ctx.interiorFrame.initBuffer((byte) (ctx.interiorFrame.getLevel() + 1));
+                // Copy over LSN.
+                ctx.interiorFrame.setPageLsn(leftNodeLSN);
                 // Will be cleared later in unsetSmPages.
                 ctx.interiorFrame.setSmFlag(true);
                 ctx.splitKey.setLeftPage(newLeftId);
@@ -226,8 +262,9 @@
             bufferCache.unpin(leftNode);
         }
     }
-    
-    private void insertUpdateOrDelete(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+
+    private void insertUpdateOrDelete(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException,
+            TreeIndexException {
         ctx.reset();
         ctx.pred.setLowKeyComparator(ctx.cmp);
         ctx.pred.setHighKeyComparator(ctx.cmp);
@@ -239,11 +276,18 @@
         // due to ongoing structure modifications during the descent.
         boolean repeatOp = true;
         while (repeatOp && ctx.opRestarts < MAX_RESTARTS) {
+            ctx.smoCount = smoCounter.get();
             performOp(rootPage, null, true, ctx);
             // Do we need to restart from the (possibly new) root?
-            if (!ctx.pageLsns.isEmpty() && ctx.pageLsns.getLast() == RESTART_OP) {
-                ctx.pageLsns.removeLast(); // pop the restart op indicator
-                continue;
+            if (!ctx.pageLsns.isEmpty()) {
+                if (ctx.pageLsns.getLast() == FULL_RESTART_OP) {
+                    ctx.pageLsns.clear();
+                    continue;
+                } else if (ctx.pageLsns.getLast() == RESTART_OP) {
+                    ctx.pageLsns.removeLast(); // pop the restart op indicator
+                    continue;
+                }
+
             }
             // Split key propagated?
             if (ctx.splitKey.getBuffer() != null) {
@@ -253,13 +297,19 @@
             unsetSmPages(ctx);
             repeatOp = false;
         }
+
+        if (ctx.opRestarts >= MAX_RESTARTS) {
+            throw new BTreeException("Operation exceeded the maximum number of restarts");
+        }
     }
-    
+
     private void insert(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        ctx.modificationCallback.before(tuple);
         insertUpdateOrDelete(tuple, ctx);
     }
-    
+
     private void upsert(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        ctx.modificationCallback.before(tuple);
         insertUpdateOrDelete(tuple, ctx);
     }
 
@@ -270,18 +320,22 @@
         if (fieldCount == ctx.cmp.getKeyFieldCount()) {
             throw new BTreeNotUpdateableException("Cannot perform updates when the entire tuple forms the key.");
         }
+        ctx.modificationCallback.before(tuple);
         insertUpdateOrDelete(tuple, ctx);
     }
-    
+
     private void delete(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        ctx.modificationCallback.before(tuple);
         insertUpdateOrDelete(tuple, ctx);
     }
-    
-    private boolean insertLeaf(ITupleReference tuple, int targetTupleIndex, int pageId, BTreeOpContext ctx) throws Exception {
+
+    private boolean insertLeaf(ITupleReference tuple, int targetTupleIndex, int pageId, BTreeOpContext ctx)
+            throws Exception {
         boolean restartOp = false;
         FrameOpSpaceStatus spaceStatus = ctx.leafFrame.hasSpaceInsert(tuple);
         switch (spaceStatus) {
             case SUFFICIENT_CONTIGUOUS_SPACE: {
+                ctx.modificationCallback.found(null, tuple);
                 ctx.leafFrame.insert(tuple, targetTupleIndex);
                 ctx.splitKey.reset();
                 break;
@@ -291,11 +345,12 @@
                 if (slotsChanged) {
                     targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(tuple);
                 }
+                ctx.modificationCallback.found(null, tuple);
                 ctx.leafFrame.insert(tuple, targetTupleIndex);
                 ctx.splitKey.reset();
                 break;
             }
-            case INSUFFICIENT_SPACE: {            	
+            case INSUFFICIENT_SPACE: {
                 // Try compressing the page first and see if there is space available.
                 boolean reCompressed = ctx.leafFrame.compress();
                 if (reCompressed) {
@@ -304,18 +359,20 @@
                     spaceStatus = ctx.leafFrame.hasSpaceInsert(tuple);
                 }
                 if (spaceStatus == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+                    ctx.modificationCallback.found(null, tuple);
                     ctx.leafFrame.insert(tuple, targetTupleIndex);
                     ctx.splitKey.reset();
                 } else {
-                	restartOp = performLeafSplit(pageId, tuple, ctx);
+                    restartOp = performLeafSplit(pageId, tuple, ctx, -1);
                 }
                 break;
             }
-        }        
+        }
         return restartOp;
     }
-    
-    private boolean performLeafSplit(int pageId, ITupleReference tuple, BTreeOpContext ctx) throws Exception {    	
+
+    private boolean performLeafSplit(int pageId, ITupleReference tuple, BTreeOpContext ctx, int updateTupleIndex)
+            throws Exception {
         // We must never hold a latch on a page while waiting to obtain the tree
         // latch, because it this could lead to a latch-deadlock.
         // If we can't get the tree latch, we return, release our page latches,
@@ -323,16 +380,30 @@
         // Lock is released in unsetSmPages(), after sm has fully completed.
         if (!treeLatch.writeLock().tryLock()) {
             return true;
+        } else {
+            int tempSmoCount = smoCounter.get();
+            if (tempSmoCount != ctx.smoCount) {
+                treeLatch.writeLock().unlock();
+                return true;
+            }
         }
         int rightPageId = freePageManager.getFreePage(ctx.metaFrame);
-        ICachedPage rightNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rightPageId),
-                true);
+        ICachedPage rightNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rightPageId), true);
         rightNode.acquireWriteLatch();
         try {
             IBTreeLeafFrame rightFrame = ctx.createLeafFrame();
             rightFrame.setPage(rightNode);
             rightFrame.initBuffer((byte) 0);
             rightFrame.setMultiComparator(ctx.cmp);
+
+            // Perform an update (delete + insert) if the updateTupleIndex != -1
+            if (updateTupleIndex != -1) {
+                ITupleReference beforeTuple = ctx.leafFrame.getMatchingKeyTuple(tuple, updateTupleIndex);
+                ctx.modificationCallback.found(beforeTuple, tuple);
+                ctx.leafFrame.delete(tuple, updateTupleIndex);
+            } else {
+                ctx.modificationCallback.found(null, tuple);
+            }
             ctx.leafFrame.split(rightFrame, tuple, ctx.splitKey);
 
             ctx.smPages.add(pageId);
@@ -343,10 +414,6 @@
             rightFrame.setNextLeaf(ctx.leafFrame.getNextLeaf());
             ctx.leafFrame.setNextLeaf(rightPageId);
 
-            // TODO: we just use increasing numbers as pageLsn,
-            // we
-            // should tie this together with the LogManager and
-            // TransactionManager
             rightFrame.setPageLsn(rightFrame.getPageLsn() + 1);
             ctx.leafFrame.setPageLsn(ctx.leafFrame.getPageLsn() + 1);
 
@@ -360,63 +427,60 @@
         }
         return false;
     }
-    
-    private boolean updateLeaf(ITupleReference tuple, int oldTupleIndex, int pageId, BTreeOpContext ctx) throws Exception {
+
+    private boolean updateLeaf(ITupleReference tuple, int oldTupleIndex, int pageId, BTreeOpContext ctx)
+            throws Exception {
         FrameOpSpaceStatus spaceStatus = ctx.leafFrame.hasSpaceUpdate(tuple, oldTupleIndex);
+        ITupleReference beforeTuple = ctx.leafFrame.getMatchingKeyTuple(tuple, oldTupleIndex);
         boolean restartOp = false;
         switch (spaceStatus) {
             case SUFFICIENT_INPLACE_SPACE: {
+                ctx.modificationCallback.found(beforeTuple, tuple);
                 ctx.leafFrame.update(tuple, oldTupleIndex, true);
                 ctx.splitKey.reset();
                 break;
             }
             case SUFFICIENT_CONTIGUOUS_SPACE: {
+                ctx.modificationCallback.found(beforeTuple, tuple);
                 ctx.leafFrame.update(tuple, oldTupleIndex, false);
                 ctx.splitKey.reset();
                 break;
-            }                
+            }
             case SUFFICIENT_SPACE: {
                 // Delete the old tuple, compact the frame, and insert the new tuple.
+                ctx.modificationCallback.found(beforeTuple, tuple);
                 ctx.leafFrame.delete(tuple, oldTupleIndex);
                 ctx.leafFrame.compact();
                 int targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(tuple);
                 ctx.leafFrame.insert(tuple, targetTupleIndex);
                 ctx.splitKey.reset();
                 break;
-            }                
+            }
             case INSUFFICIENT_SPACE: {
-                // Delete the old tuple, and try compressing the page to make space available.
-                ctx.leafFrame.delete(tuple, oldTupleIndex);
-                ctx.leafFrame.compress();
-                // We need to insert the new tuple, so check if there is space.
-                spaceStatus = ctx.leafFrame.hasSpaceInsert(tuple);                
-                if (spaceStatus == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
-                    int targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(tuple);
-                    ctx.leafFrame.insert(tuple, targetTupleIndex);
-                    ctx.splitKey.reset();
-                } else {
-                    restartOp = performLeafSplit(pageId, tuple, ctx);
-                }
+                restartOp = performLeafSplit(pageId, tuple, ctx, oldTupleIndex);
                 break;
             }
         }
         return restartOp;
     }
 
-    private boolean upsertLeaf(ITupleReference tuple, int targetTupleIndex, int pageId, BTreeOpContext ctx) throws Exception {
+    private boolean upsertLeaf(ITupleReference tuple, int targetTupleIndex, int pageId, BTreeOpContext ctx)
+            throws Exception {
         boolean restartOp = false;
-        ITupleReference beforeTuple = ctx.leafFrame.getUpsertBeforeTuple(tuple, targetTupleIndex);
-        if (beforeTuple == null) {
-            opCallback.pre(null);
-            restartOp = insertLeaf(tuple, targetTupleIndex, pageId, ctx);
+        ITupleReference beforeTuple = ctx.leafFrame.getMatchingKeyTuple(tuple, targetTupleIndex);
+        if (ctx.acceptor.accept(beforeTuple)) {
+            if (beforeTuple == null) {
+                restartOp = insertLeaf(tuple, targetTupleIndex, pageId, ctx);
+            } else {
+                restartOp = updateLeaf(tuple, targetTupleIndex, pageId, ctx);
+            }
         } else {
-            opCallback.pre(beforeTuple);
-            restartOp = updateLeaf(tuple, targetTupleIndex, pageId, ctx);
+            targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(tuple);
+            restartOp = insertLeaf(tuple, targetTupleIndex, pageId, ctx);
         }
-        opCallback.post(tuple);
         return restartOp;
     }
-    
+
     private void insertInterior(ICachedPage node, int pageId, ITupleReference tuple, BTreeOpContext ctx)
             throws Exception {
         ctx.interiorFrame.setPage(node);
@@ -439,9 +503,6 @@
                     ctx.smPages.add(rightPageId);
                     ctx.interiorFrame.setSmFlag(true);
                     rightFrame.setSmFlag(true);
-                    // TODO: we just use increasing numbers as pageLsn, we
-                    // should tie this together with the LogManager and
-                    // TransactionManager
                     rightFrame.setPageLsn(rightFrame.getPageLsn() + 1);
                     ctx.interiorFrame.setPageLsn(ctx.interiorFrame.getPageLsn() + 1);
 
@@ -451,7 +512,7 @@
                     bufferCache.unpin(rightNode);
                 }
                 break;
-            }                
+            }
 
             case SUFFICIENT_CONTIGUOUS_SPACE: {
                 ctx.interiorFrame.insert(tuple, targetTupleIndex);
@@ -471,7 +532,8 @@
         }
     }
 
-    private boolean deleteLeaf(ICachedPage node, int pageId, ITupleReference tuple, BTreeOpContext ctx) throws Exception {
+    private boolean deleteLeaf(ICachedPage node, int pageId, ITupleReference tuple, BTreeOpContext ctx)
+            throws Exception {
         // Simply delete the tuple, and don't do any rebalancing.
         // This means that there could be underflow, even an empty page that is
         // pointed to by an interior node.
@@ -479,12 +541,14 @@
             throw new BTreeNonExistentKeyException("Trying to delete a tuple with a nonexistent key in leaf node.");
         }
         int tupleIndex = ctx.leafFrame.findDeleteTupleIndex(tuple);
+        ITupleReference beforeTuple = ctx.leafFrame.getMatchingKeyTuple(tuple, tupleIndex);
+        ctx.modificationCallback.found(beforeTuple, tuple);
         ctx.leafFrame.delete(tuple, tupleIndex);
         return false;
     }
 
     private final boolean acquireLatch(ICachedPage node, BTreeOpContext ctx, boolean isLeaf) {
-        if (!isLeaf || (ctx.op == IndexOp.SEARCH && !ctx.cursor.exclusiveLatchNodes())) {
+        if (!isLeaf || (ctx.op == IndexOperation.SEARCH && !ctx.cursor.exclusiveLatchNodes())) {
             node.acquireReadLatch();
             return true;
         } else {
@@ -493,24 +557,23 @@
         }
     }
 
-    private boolean isConsistent(int pageId, BTreeOpContext ctx) throws Exception {
+    private ICachedPage isConsistent(int pageId, BTreeOpContext ctx) throws Exception {
         ICachedPage node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
         node.acquireReadLatch();
         ctx.interiorFrame.setPage(node);
-        boolean isConsistent = false;
-        try {
-            isConsistent = ctx.pageLsns.getLast() == ctx.interiorFrame.getPageLsn();
-        } finally {
+        boolean isConsistent = ctx.pageLsns.getLast() == ctx.interiorFrame.getPageLsn();
+        if (!isConsistent) {
             node.releaseReadLatch();
             bufferCache.unpin(node);
+            return null;
         }
-        return isConsistent;
+        return node;
     }
 
-    private void performOp(int pageId, ICachedPage parent, boolean parentIsReadLatched, BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+    private void performOp(int pageId, ICachedPage parent, boolean parentIsReadLatched, BTreeOpContext ctx)
+            throws HyracksDataException, TreeIndexException {
         ICachedPage node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
         ctx.interiorFrame.setPage(node);
-        
         // this check performs an unprotected read in the page
         // the following could happen: TODO fill out
         boolean unsafeIsLeaf = ctx.interiorFrame.isLeaf();
@@ -526,9 +589,9 @@
             // Latch coupling: unlatch parent.
             if (parent != null) {
                 if (parentIsReadLatched) {
-                	parent.releaseReadLatch();
+                    parent.releaseReadLatch();
                 } else {
-                	parent.releaseWriteLatch();
+                    parent.releaseWriteLatch();
                 }
                 bufferCache.unpin(parent);
             }
@@ -542,39 +605,41 @@
                         int childPageId = ctx.interiorFrame.getChildPageId(ctx.pred);
                         performOp(childPageId, node, isReadLatched, ctx);
 
-                        if (!ctx.pageLsns.isEmpty() && ctx.pageLsns.getLast() == RESTART_OP) {
-                            // Pop the restart op indicator.
-                            ctx.pageLsns.removeLast();                            
-                            if (isConsistent(pageId, ctx)) {
-                                // Pin and latch page again, since it was unpinned and unlatched in call to performOp (passed as parent).
-                                node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
-                                node.acquireReadLatch();
-                                ctx.interiorFrame.setPage(node);
-                                isReadLatched = true;
-                                // Descend the tree again.                                
-                                continue;
-                            } else {
-                                // Pop pageLsn of this page (version seen by this op during descent).
-                                ctx.pageLsns.removeLast(); 
-                                // This node is not consistent set the restart indicator for upper level.
-                                ctx.pageLsns.add(RESTART_OP);
+                        if (!ctx.pageLsns.isEmpty()) {
+                            if (ctx.pageLsns.getLast() == FULL_RESTART_OP) {
                                 break;
+                            } else if (ctx.pageLsns.getLast() == RESTART_OP) {
+                                // Pop the restart op indicator.
+                                ctx.pageLsns.removeLast();
+                                node = isConsistent(pageId, ctx);
+                                if (node != null) {
+                                    isReadLatched = true;
+                                    // Descend the tree again.                                
+                                    continue;
+                                } else {
+                                    // Pop pageLsn of this page (version seen by this op during descent).
+                                    ctx.pageLsns.removeLast();
+                                    // This node is not consistent set the restart indicator for upper level.
+                                    ctx.pageLsns.add(RESTART_OP);
+                                    break;
+                                }
                             }
                         }
-                        
+
                         switch (ctx.op) {
                             case INSERT:
                             case UPSERT:
                             case UPDATE: {
                                 // Is there a propagated split key?
                                 if (ctx.splitKey.getBuffer() != null) {
-                                    ICachedPage interiorNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+                                    ICachedPage interiorNode = bufferCache.pin(
+                                            BufferedFileHandle.getDiskPageId(fileId, pageId), false);
                                     interiorNode.acquireWriteLatch();
                                     try {
-                                        // Insert or update op. Both can cause split keys to propagate upwards.                                            
+                                        // Insert or update op. Both can cause split keys to propagate upwards. 
                                         insertInterior(interiorNode, pageId, ctx.splitKey.getTuple(), ctx);
                                     } finally {
-                                    	interiorNode.releaseWriteLatch();
+                                        interiorNode.releaseWriteLatch();
                                         bufferCache.unpin(interiorNode);
                                     }
                                 } else {
@@ -582,14 +647,15 @@
                                 }
                                 break;
                             }
-                            
+
                             case DELETE: {
                                 if (ctx.splitKey.getBuffer() != null) {
-                                    throw new BTreeException("Split key was propagated during delete. Delete allows empty leaf pages.");
+                                    throw new BTreeException(
+                                            "Split key was propagated during delete. Delete allows empty leaf pages.");
                                 }
                                 break;
                             }
-                                
+
                             default: {
                                 // Do nothing for Search and DiskOrderScan.
                                 break;
@@ -601,9 +667,9 @@
                 } else { // smFlag
                     ctx.opRestarts++;
                     if (isReadLatched) {
-                    	node.releaseReadLatch();
+                        node.releaseReadLatch();
                     } else {
-                    	node.releaseWriteLatch();
+                        node.releaseWriteLatch();
                     }
                     bufferCache.unpin(node);
 
@@ -612,9 +678,9 @@
                     // instead we just immediately release the lock. this is
                     // inefficient but still correct and will not cause
                     // latch-deadlock
-                    treeLatch.writeLock().lock();
-                    treeLatch.writeLock().unlock();
-                    
+                    treeLatch.readLock().lock();
+                    treeLatch.readLock().unlock();
+
                     // unwind recursion and restart operation, find lowest page
                     // with a pageLsn as seen by this operation during descent
                     ctx.pageLsns.removeLast(); // pop current page lsn
@@ -624,10 +690,10 @@
                 }
             } else { // isLeaf and !smFlag
                 // We may have to restart an op to avoid latch deadlock.
-            	boolean restartOp = false;
-            	ctx.leafFrame.setPage(node);
-            	switch (ctx.op) {
-                    case INSERT: {                        
+                boolean restartOp = false;
+                ctx.leafFrame.setPage(node);
+                switch (ctx.op) {
+                    case INSERT: {
                         int targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(ctx.pred.getLowKey());
                         restartOp = insertLeaf(ctx.pred.getLowKey(), targetTupleIndex, pageId, ctx);
                         break;
@@ -639,323 +705,72 @@
                     }
                     case UPDATE: {
                         int oldTupleIndex = ctx.leafFrame.findUpdateTupleIndex(ctx.pred.getLowKey());
-                    	restartOp = updateLeaf(ctx.pred.getLowKey(), oldTupleIndex, pageId, ctx);
+                        restartOp = updateLeaf(ctx.pred.getLowKey(), oldTupleIndex, pageId, ctx);
                         break;
                     }
                     case DELETE: {
-                    	restartOp = deleteLeaf(node, pageId, ctx.pred.getLowKey(), ctx);
+                        restartOp = deleteLeaf(node, pageId, ctx.pred.getLowKey(), ctx);
                         break;
                     }
                     case SEARCH: {
+                        ctx.cursorInitialState.setSearchOperationCallback(ctx.searchCallback);
+                        ctx.cursorInitialState.setOriginialKeyComparator(ctx.cmp);
                         ctx.cursorInitialState.setPage(node);
+                        ctx.cursorInitialState.setPageId(pageId);
                         ctx.cursor.open(ctx.cursorInitialState, ctx.pred);
                         break;
                     }
                 }
-            	if (ctx.op != IndexOp.SEARCH) {
-            	    node.releaseWriteLatch();
+                if (ctx.op != IndexOperation.SEARCH) {
+                    node.releaseWriteLatch();
                     bufferCache.unpin(node);
-            	}
-            	if (restartOp) {
-            		ctx.pageLsns.removeLast();
-                    ctx.pageLsns.add(RESTART_OP);
-            	}
+                }
+                if (restartOp) {
+                    // Wait for the SMO to finish before restarting.
+                    treeLatch.readLock().lock();
+                    treeLatch.readLock().unlock();
+                    ctx.pageLsns.removeLast();
+                    ctx.pageLsns.add(FULL_RESTART_OP);
+                }
             }
         } catch (TreeIndexException e) {
-        	if (!ctx.exceptionHandled) {
-        		if (node != null) {
-        			if (isReadLatched) {
-        				node.releaseReadLatch();
-        			} else {
-        				node.releaseWriteLatch();
-        			}
-        			bufferCache.unpin(node);
-        			ctx.exceptionHandled = true;
-        		}
+            if (!ctx.exceptionHandled) {
+                if (node != null) {
+                    if (isReadLatched) {
+                        node.releaseReadLatch();
+                    } else {
+                        node.releaseWriteLatch();
+                    }
+                    bufferCache.unpin(node);
+                    ctx.exceptionHandled = true;
+                }
             }
             throw e;
         } catch (Exception e) {
-        	e.printStackTrace();
-        	if (node != null) {
-        		if (isReadLatched) {
-    				node.releaseReadLatch();
-    			} else {
-    				node.releaseWriteLatch();
-    			}
-        		bufferCache.unpin(node);
-        	}
+            e.printStackTrace();
+            if (node != null) {
+                if (isReadLatched) {
+                    node.releaseReadLatch();
+                } else {
+                    node.releaseWriteLatch();
+                }
+                bufferCache.unpin(node);
+            }
             BTreeException wrappedException = new BTreeException(e);
             ctx.exceptionHandled = true;
             throw wrappedException;
         }
     }
 
-    public class BulkLoadContext implements IIndexBulkLoadContext {
-        public final MultiComparator cmp;
-        public final int slotSize;
-        public final int leafMaxBytes;
-        public final int interiorMaxBytes;
-        public final BTreeSplitKey splitKey;
-        // we maintain a frontier of nodes for each level
-        private final ArrayList<NodeFrontier> nodeFrontiers = new ArrayList<NodeFrontier>();
-        private final IBTreeLeafFrame leafFrame;
-        private final IBTreeInteriorFrame interiorFrame;
-        private final ITreeIndexMetaDataFrame metaFrame;
-        private final ITreeIndexTupleWriter tupleWriter;        
-        
-        public BulkLoadContext(float fillFactor, IBTreeLeafFrame leafFrame, IBTreeInteriorFrame interiorFrame,
-                ITreeIndexMetaDataFrame metaFrame, IBinaryComparatorFactory[] cmpFactories) throws HyracksDataException {
-            this.cmp = MultiComparator.create(cmpFactories);
-            
-        	leafFrame.setMultiComparator(cmp);
-        	interiorFrame.setMultiComparator(cmp);
-        	
-            splitKey = new BTreeSplitKey(leafFrame.getTupleWriter().createTupleReference());
-            tupleWriter = leafFrame.getTupleWriter();
-
-            NodeFrontier leafFrontier = new NodeFrontier(leafFrame.createTupleReference());
-            leafFrontier.pageId = freePageManager.getFreePage(metaFrame);
-            leafFrontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, leafFrontier.pageId),
-                    true);
-            leafFrontier.page.acquireWriteLatch();
-
-            interiorFrame.setPage(leafFrontier.page);
-            interiorFrame.initBuffer((byte) 0);
-            interiorMaxBytes = (int) ((float) interiorFrame.getBuffer().capacity() * fillFactor);
-
-            leafFrame.setPage(leafFrontier.page);
-            leafFrame.initBuffer((byte) 0);
-            leafMaxBytes = (int) ((float) leafFrame.getBuffer().capacity() * fillFactor);
-
-            slotSize = leafFrame.getSlotSize();
-
-            this.leafFrame = leafFrame;
-            this.interiorFrame = interiorFrame;
-            this.metaFrame = metaFrame;
-
-            nodeFrontiers.add(leafFrontier);
-        }
-
-        private void addLevel() throws HyracksDataException {
-            NodeFrontier frontier = new NodeFrontier(tupleWriter.createTupleReference());
-            frontier.pageId = freePageManager.getFreePage(metaFrame);
-            frontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, frontier.pageId), true);
-            frontier.page.acquireWriteLatch();
-            frontier.lastTuple.setFieldCount(cmp.getKeyFieldCount());
-            interiorFrame.setPage(frontier.page);
-            interiorFrame.initBuffer((byte) nodeFrontiers.size());
-            nodeFrontiers.add(frontier);
-        }
+    private BTreeOpContext createOpContext(IIndexAccessor accessor,
+            IModificationOperationCallback modificationCallback, ISearchOperationCallback searchCallback) {
+        return new BTreeOpContext(accessor, leafFrameFactory, interiorFrameFactory, freePageManager
+                .getMetaDataFrameFactory().createFrame(), cmpFactories, modificationCallback, searchCallback);
     }
 
-    private void propagateBulk(BulkLoadContext ctx, int level) throws HyracksDataException {
-
-        if (ctx.splitKey.getBuffer() == null)
-            return;
-
-        if (level >= ctx.nodeFrontiers.size())
-            ctx.addLevel();
-
-        NodeFrontier frontier = ctx.nodeFrontiers.get(level);
-        ctx.interiorFrame.setPage(frontier.page);
-
-        ITupleReference tuple = ctx.splitKey.getTuple();
-        int spaceNeeded = ctx.tupleWriter.bytesRequired(tuple, 0, ctx.cmp.getKeyFieldCount()) + ctx.slotSize + 4;
-        int spaceUsed = ctx.interiorFrame.getBuffer().capacity() - ctx.interiorFrame.getTotalFreeSpace();
-        if (spaceUsed + spaceNeeded > ctx.interiorMaxBytes) {
-
-            BTreeSplitKey copyKey = ctx.splitKey.duplicate(ctx.leafFrame.getTupleWriter().createTupleReference());
-            tuple = copyKey.getTuple();
-
-            frontier.lastTuple.resetByTupleIndex(ctx.interiorFrame, ctx.interiorFrame.getTupleCount() - 1);
-            int splitKeySize = ctx.tupleWriter.bytesRequired(frontier.lastTuple, 0, ctx.cmp.getKeyFieldCount());
-            ctx.splitKey.initData(splitKeySize);
-            ctx.tupleWriter
-                    .writeTupleFields(frontier.lastTuple, 0, ctx.cmp.getKeyFieldCount(), ctx.splitKey.getBuffer().array(), 0);
-            ctx.splitKey.getTuple().resetByTupleOffset(ctx.splitKey.getBuffer(), 0);
-            ctx.splitKey.setLeftPage(frontier.pageId);
-
-            ctx.interiorFrame.deleteGreatest();
-
-            frontier.page.releaseWriteLatch();
-            bufferCache.unpin(frontier.page);
-            frontier.pageId = freePageManager.getFreePage(ctx.metaFrame);
-
-            ctx.splitKey.setRightPage(frontier.pageId);
-            propagateBulk(ctx, level + 1);
-
-            frontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, frontier.pageId), true);
-            frontier.page.acquireWriteLatch();
-            ctx.interiorFrame.setPage(frontier.page);
-            ctx.interiorFrame.initBuffer((byte) level);
-        }
-        ctx.interiorFrame.insertSorted(tuple);
-    }
-
-    // assumes btree has been created and opened
-    @Override
-    public IIndexBulkLoadContext beginBulkLoad(float fillFactor) throws TreeIndexException, HyracksDataException {
-        IBTreeLeafFrame leafFrame = (IBTreeLeafFrame)leafFrameFactory.createFrame();
-    	if (!isEmptyTree(leafFrame)) {
-    		throw new BTreeException("Trying to Bulk-load a non-empty BTree.");
-    	}
-    	
-        BulkLoadContext ctx = new BulkLoadContext(fillFactor, leafFrame,
-                (IBTreeInteriorFrame)interiorFrameFactory.createFrame(), freePageManager.getMetaDataFrameFactory().createFrame(), cmpFactories);
-        ctx.splitKey.getTuple().setFieldCount(ctx.cmp.getKeyFieldCount());
-        return ctx;
-    }
-
-    @Override
-    public void bulkLoadAddTuple(ITupleReference tuple, IIndexBulkLoadContext ictx) throws HyracksDataException {
-        BulkLoadContext ctx = (BulkLoadContext) ictx;
-        NodeFrontier leafFrontier = ctx.nodeFrontiers.get(0);
-        IBTreeLeafFrame leafFrame = ctx.leafFrame;
-
-        int spaceNeeded = ctx.tupleWriter.bytesRequired(tuple) + ctx.slotSize;
-        int spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
-
-        // try to free space by compression
-        if (spaceUsed + spaceNeeded > ctx.leafMaxBytes) {
-            leafFrame.compress();
-            spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
-        }
-
-        if (spaceUsed + spaceNeeded > ctx.leafMaxBytes) {
-            leafFrontier.lastTuple.resetByTupleIndex(leafFrame, leafFrame.getTupleCount() - 1);
-            int splitKeySize = ctx.tupleWriter.bytesRequired(leafFrontier.lastTuple, 0, ctx.cmp.getKeyFieldCount());
-            ctx.splitKey.initData(splitKeySize);
-            ctx.tupleWriter.writeTupleFields(leafFrontier.lastTuple, 0, ctx.cmp.getKeyFieldCount(),
-                    ctx.splitKey.getBuffer().array(), 0);
-            ctx.splitKey.getTuple().resetByTupleOffset(ctx.splitKey.getBuffer(), 0);
-            ctx.splitKey.setLeftPage(leafFrontier.pageId);
-            leafFrontier.pageId = freePageManager.getFreePage(ctx.metaFrame);
-
-            leafFrame.setNextLeaf(leafFrontier.pageId);
-            leafFrontier.page.releaseWriteLatch();
-            bufferCache.unpin(leafFrontier.page);
-
-            ctx.splitKey.setRightPage(leafFrontier.pageId);
-            propagateBulk(ctx, 1);
-
-            leafFrontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, leafFrontier.pageId),
-                    true);
-            leafFrontier.page.acquireWriteLatch();
-            leafFrame.setPage(leafFrontier.page);
-            leafFrame.initBuffer((byte) 0);
-        }
-
-        leafFrame.setPage(leafFrontier.page);
-        leafFrame.insertSorted(tuple);
-    }
-
-    @Override
-    public void endBulkLoad(IIndexBulkLoadContext ictx) throws HyracksDataException {
-        // copy root
-        BulkLoadContext ctx = (BulkLoadContext) ictx;
-        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), true);
-        rootNode.acquireWriteLatch();
-        NodeFrontier lastNodeFrontier = ctx.nodeFrontiers.get(ctx.nodeFrontiers.size() - 1);
-        IBTreeInteriorFrame interiorFrame = ctx.interiorFrame;
-        try {
-            ICachedPage toBeRoot = lastNodeFrontier.page;
-            System.arraycopy(toBeRoot.getBuffer().array(), 0, rootNode.getBuffer().array(), 0, toBeRoot.getBuffer()
-                    .capacity());
-        } finally {
-            rootNode.releaseWriteLatch();
-            bufferCache.unpin(rootNode);
-
-            // register old root as free page
-            freePageManager.addFreePage(ctx.metaFrame, lastNodeFrontier.pageId);
-
-            // make old root a free page
-            interiorFrame.setPage(lastNodeFrontier.page);
-            interiorFrame.initBuffer(freePageManager.getFreePageLevelIndicator());
-
-            // cleanup
-            for (int i = 0; i < ctx.nodeFrontiers.size(); i++) {
-                ctx.nodeFrontiers.get(i).page.releaseWriteLatch();
-                bufferCache.unpin(ctx.nodeFrontiers.get(i).page);
-            }
-        }
-    }
-
-    private BTreeOpContext createOpContext() {
-        return new BTreeOpContext(leafFrameFactory, interiorFrameFactory, freePageManager.getMetaDataFrameFactory()
-                .createFrame(), cmpFactories);
-    }
-    
-    public ITreeIndexFrameFactory getInteriorFrameFactory() {
-        return interiorFrameFactory;
-    }
-
-    public ITreeIndexFrameFactory getLeafFrameFactory() {
-        return leafFrameFactory;
-    }
-
-    public IBinaryComparatorFactory[] getComparatorFactories() {
-        return cmpFactories;
-    }
-
-    public IFreePageManager getFreePageManager() {
-        return freePageManager;
-    }
-
-    public int getRootPageId() {
-        return rootPage;
-    }    
-
-    @Override
-    public int getFieldCount() {
-        return fieldCount;
-    }
-
-    @Override
-    public IndexType getIndexType() {
-        return IndexType.BTREE;
-    }
-    
-    @Override
-    public int getFileId() {
-    	return fileId;
-    }
-    
-    @Override
-    public IBufferCache getBufferCache() {
-        return bufferCache;
-    }
-    
-    public byte getTreeHeight(IBTreeLeafFrame leafFrame) throws HyracksDataException {
-        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), false);
-        rootNode.acquireReadLatch();
-        try {
-            leafFrame.setPage(rootNode);
-            return leafFrame.getLevel();
-        } finally {
-            rootNode.releaseReadLatch();
-            bufferCache.unpin(rootNode);
-        }
-    }
-    
-    public boolean isEmptyTree(IBTreeLeafFrame leafFrame) throws HyracksDataException {
-    	ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), false);
-        rootNode.acquireReadLatch();
-        try {
-            leafFrame.setPage(rootNode);
-            if (leafFrame.getLevel() == 0 && leafFrame.getTupleCount() == 0) {
-            	return true;
-            } else {
-            	return false;
-            }
-        } finally {
-            rootNode.releaseReadLatch();
-            bufferCache.unpin(rootNode);
-        }
-    }
-    
-    @SuppressWarnings("rawtypes") 
-    public String printTree(IBTreeLeafFrame leafFrame, IBTreeInteriorFrame interiorFrame, ISerializerDeserializer[] keySerdes)
-            throws Exception {
+    @SuppressWarnings("rawtypes")
+    public String printTree(IBTreeLeafFrame leafFrame, IBTreeInteriorFrame interiorFrame,
+            ISerializerDeserializer[] keySerdes) throws Exception {
         MultiComparator cmp = MultiComparator.create(cmpFactories);
         byte treeHeight = getTreeHeight(leafFrame);
         StringBuilder strBuilder = new StringBuilder();
@@ -963,9 +778,10 @@
         return strBuilder.toString();
     }
 
-    @SuppressWarnings("rawtypes") 
+    @SuppressWarnings("rawtypes")
     public void printTree(int pageId, ICachedPage parent, boolean unpin, IBTreeLeafFrame leafFrame,
-            IBTreeInteriorFrame interiorFrame, byte treeHeight, ISerializerDeserializer[] keySerdes, StringBuilder strBuilder, MultiComparator cmp) throws Exception {
+            IBTreeInteriorFrame interiorFrame, byte treeHeight, ISerializerDeserializer[] keySerdes,
+            StringBuilder strBuilder, MultiComparator cmp) throws Exception {
         ICachedPage node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
         node.acquireReadLatch();
         try {
@@ -984,16 +800,17 @@
             String keyString;
             if (interiorFrame.isLeaf()) {
                 leafFrame.setPage(node);
-                keyString = TreeIndexUtils.printFrameTuples(leafFrame, keySerdes);
+                keyString = printLeafFrameTuples(leafFrame, keySerdes);
             } else {
-                keyString = TreeIndexUtils.printFrameTuples(interiorFrame, keySerdes);
+                keyString = printInteriorFrameTuples(interiorFrame, keySerdes);
             }
 
             strBuilder.append(keyString + "\n");
             if (!interiorFrame.isLeaf()) {
                 ArrayList<Integer> children = ((BTreeNSMInteriorFrame) (interiorFrame)).getChildren(cmp);
                 for (int i = 0; i < children.size(); i++) {
-                    printTree(children.get(i), node, i == children.size() - 1, leafFrame, interiorFrame, treeHeight, keySerdes, strBuilder, cmp);
+                    printTree(children.get(i), node, i == children.size() - 1, leafFrame, interiorFrame, treeHeight,
+                            keySerdes, strBuilder, cmp);
                 }
             } else {
                 node.releaseReadLatch();
@@ -1007,75 +824,259 @@
     }
 
     @Override
-    public ITreeIndexAccessor createAccessor() {
-        return new BTreeAccessor(this);
+    public ITreeIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new BTreeAccessor(this, modificationCallback, searchCallback);
     }
-    
-	// TODO: Class should be private. But currently we need to expose the
-	// setOpContext() API to the LSM Tree for it to work correctly.
+
+    // TODO: Class should be private. But currently we need to expose the
+    // setOpContext() API to the LSM Tree for it to work correctly.
     public class BTreeAccessor implements ITreeIndexAccessor {
         private BTree btree;
         private BTreeOpContext ctx;
-        
-        public BTreeAccessor(BTree btree) {
+
+        public BTreeAccessor(BTree btree, IModificationOperationCallback modificationCalback,
+                ISearchOperationCallback searchCallback) {
             this.btree = btree;
-            this.ctx = btree.createOpContext();
+            this.ctx = btree.createOpContext(this, modificationCalback, searchCallback);
         }
-        
+
         @Override
         public void insert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
-            ctx.reset(IndexOp.INSERT);
+            ctx.setOperation(IndexOperation.INSERT);
             btree.insert(tuple, ctx);
         }
 
         @Override
         public void update(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
-            ctx.reset(IndexOp.UPDATE);
+            ctx.setOperation(IndexOperation.UPDATE);
             btree.update(tuple, ctx);
         }
 
         @Override
         public void delete(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
-            ctx.reset(IndexOp.DELETE);
+            ctx.setOperation(IndexOperation.DELETE);
             btree.delete(tuple, ctx);
         }
-        
+
         @Override
         public void upsert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
-            ctx.reset(IndexOp.UPSERT);
+            upsertIfConditionElseInsert(tuple, UnconditionalTupleAcceptor.INSTANCE);
+        }
+
+        public void upsertIfConditionElseInsert(ITupleReference tuple, ITupleAcceptor acceptor)
+                throws HyracksDataException, TreeIndexException {
+            ctx.setOperation(IndexOperation.UPSERT);
+            ctx.acceptor = acceptor;
             btree.upsert(tuple, ctx);
         }
-        
+
         @Override
-		public ITreeIndexCursor createSearchCursor() {
-			IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) btree.getLeafFrameFactory().createFrame();
-	        return new BTreeRangeSearchCursor(leafFrame, false);
-		}
-        
+        public ITreeIndexCursor createSearchCursor() {
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) btree.getLeafFrameFactory().createFrame();
+            return new BTreeRangeSearchCursor(leafFrame, false);
+        }
+
         @Override
         public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
                 TreeIndexException {
-            ctx.reset(IndexOp.SEARCH);
+            ctx.setOperation(IndexOperation.SEARCH);
             btree.search((ITreeIndexCursor) cursor, searchPred, ctx);
         }
 
         @Override
-		public ITreeIndexCursor createDiskOrderScanCursor() {
-			IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) btree.getLeafFrameFactory().createFrame();
-	        return new TreeDiskOrderScanCursor(leafFrame);
-		}
-        
+        public ITreeIndexCursor createDiskOrderScanCursor() {
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) btree.getLeafFrameFactory().createFrame();
+            return new TreeIndexDiskOrderScanCursor(leafFrame);
+        }
+
         @Override
         public void diskOrderScan(ITreeIndexCursor cursor) throws HyracksDataException {
-            ctx.reset(IndexOp.DISKORDERSCAN);
+            ctx.setOperation(IndexOperation.DISKORDERSCAN);
             btree.diskOrderScan(cursor, ctx);
         }
-		
-		// TODO: Ideally, this method should not exist. But we need it for
-		// the changing the leafFrame and leafFrameFactory of the op context for
-		// the LSM-BTree to work correctly.
-		public BTreeOpContext getOpContext() {
-			return ctx;
-		}
+
+        // TODO: Ideally, this method should not exist. But we need it for
+        // the changing the leafFrame and leafFrameFactory of the op context for
+        // the LSM-BTree to work correctly.
+        public BTreeOpContext getOpContext() {
+            return ctx;
+        }
+
+        public ITreeIndexCursor createCountingSearchCursor() {
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) btree.getLeafFrameFactory().createFrame();
+            return new BTreeCountingSearchCursor(leafFrame, false);
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+            throws TreeIndexException {
+        try {
+            return new BTreeBulkLoader(fillFactor, verifyInput);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    public class BTreeBulkLoader extends AbstractTreeIndex.AbstractTreeIndexBulkLoader {
+        protected final ISplitKey splitKey;
+        protected final boolean verifyInput;
+
+        public BTreeBulkLoader(float fillFactor, boolean verifyInput) throws TreeIndexException, HyracksDataException {
+            super(fillFactor);
+            this.verifyInput = verifyInput;
+            splitKey = new BTreeSplitKey(leafFrame.getTupleWriter().createTupleReference());
+            splitKey.getTuple().setFieldCount(cmp.getKeyFieldCount());
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                NodeFrontier leafFrontier = nodeFrontiers.get(0);
+
+                int spaceNeeded = tupleWriter.bytesRequired(tuple) + slotSize;
+                int spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
+
+                // try to free space by compression
+                if (spaceUsed + spaceNeeded > leafMaxBytes) {
+                    leafFrame.compress();
+                    spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
+                }
+
+                if (spaceUsed + spaceNeeded > leafMaxBytes) {
+                    leafFrontier.lastTuple.resetByTupleIndex(leafFrame, leafFrame.getTupleCount() - 1);
+                    if (verifyInput) {
+                        verifyInputTuple(tuple, leafFrontier.lastTuple);
+                    }
+                    int splitKeySize = tupleWriter.bytesRequired(leafFrontier.lastTuple, 0, cmp.getKeyFieldCount());
+                    splitKey.initData(splitKeySize);
+                    tupleWriter.writeTupleFields(leafFrontier.lastTuple, 0, cmp.getKeyFieldCount(), splitKey
+                            .getBuffer().array(), 0);
+                    splitKey.getTuple().resetByTupleOffset(splitKey.getBuffer(), 0);
+                    splitKey.setLeftPage(leafFrontier.pageId);
+                    leafFrontier.pageId = freePageManager.getFreePage(metaFrame);
+
+                    ((IBTreeLeafFrame) leafFrame).setNextLeaf(leafFrontier.pageId);
+                    leafFrontier.page.releaseWriteLatch();
+                    bufferCache.unpin(leafFrontier.page);
+
+                    splitKey.setRightPage(leafFrontier.pageId);
+                    propagateBulk(1);
+
+                    leafFrontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, leafFrontier.pageId),
+                            true);
+                    leafFrontier.page.acquireWriteLatch();
+                    leafFrame.setPage(leafFrontier.page);
+                    leafFrame.initBuffer((byte) 0);
+                } else {
+                    if (verifyInput && leafFrame.getTupleCount() > 0) {
+                        leafFrontier.lastTuple.resetByTupleIndex(leafFrame, leafFrame.getTupleCount() - 1);
+                        verifyInputTuple(tuple, leafFrontier.lastTuple);
+                    }
+                }
+
+                leafFrame.setPage(leafFrontier.page);
+                ((IBTreeLeafFrame) leafFrame).insertSorted(tuple);
+            } catch (IndexException e) {
+                handleException();
+                throw e;
+            } catch (HyracksDataException e) {
+                handleException();
+                throw e;
+            } catch (RuntimeException e) {
+                handleException();
+                throw e;
+            }
+        }
+
+        protected void verifyInputTuple(ITupleReference tuple, ITupleReference prevTuple) throws IndexException,
+                HyracksDataException {
+            // New tuple should be strictly greater than last tuple.
+            if (cmp.compare(tuple, prevTuple) <= 0) {
+                throw new UnsortedInputException("Input stream given to BTree bulk load is not sorted.");
+            }
+        }
+
+        protected void propagateBulk(int level) throws HyracksDataException {
+            if (splitKey.getBuffer() == null)
+                return;
+
+            if (level >= nodeFrontiers.size())
+                addLevel();
+
+            NodeFrontier frontier = nodeFrontiers.get(level);
+            interiorFrame.setPage(frontier.page);
+
+            ITupleReference tuple = splitKey.getTuple();
+            int spaceNeeded = tupleWriter.bytesRequired(tuple, 0, cmp.getKeyFieldCount()) + slotSize + 4;
+            int spaceUsed = interiorFrame.getBuffer().capacity() - interiorFrame.getTotalFreeSpace();
+            if (spaceUsed + spaceNeeded > interiorMaxBytes) {
+
+                ISplitKey copyKey = splitKey.duplicate(leafFrame.getTupleWriter().createTupleReference());
+                tuple = copyKey.getTuple();
+
+                frontier.lastTuple.resetByTupleIndex(interiorFrame, interiorFrame.getTupleCount() - 1);
+                int splitKeySize = tupleWriter.bytesRequired(frontier.lastTuple, 0, cmp.getKeyFieldCount());
+                splitKey.initData(splitKeySize);
+                tupleWriter.writeTupleFields(frontier.lastTuple, 0, cmp.getKeyFieldCount(), splitKey.getBuffer()
+                        .array(), 0);
+                splitKey.getTuple().resetByTupleOffset(splitKey.getBuffer(), 0);
+                splitKey.setLeftPage(frontier.pageId);
+
+                ((IBTreeInteriorFrame) interiorFrame).deleteGreatest();
+
+                frontier.page.releaseWriteLatch();
+                bufferCache.unpin(frontier.page);
+                frontier.pageId = freePageManager.getFreePage(metaFrame);
+
+                splitKey.setRightPage(frontier.pageId);
+                propagateBulk(level + 1);
+
+                frontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, frontier.pageId), true);
+                frontier.page.acquireWriteLatch();
+                interiorFrame.setPage(frontier.page);
+                interiorFrame.initBuffer((byte) level);
+            }
+            ((IBTreeInteriorFrame) interiorFrame).insertSorted(tuple);
+        }
+
+    }
+
+    @SuppressWarnings("rawtypes")
+    public static String printLeafFrameTuples(IBTreeLeafFrame leafFrame, ISerializerDeserializer[] fieldSerdes)
+            throws HyracksDataException {
+        StringBuilder strBuilder = new StringBuilder();
+        ITreeIndexTupleReference tuple = leafFrame.createTupleReference();
+        for (int i = 0; i < leafFrame.getTupleCount(); i++) {
+            tuple.resetByTupleIndex(leafFrame, i);
+            String tupleString = TupleUtils.printTuple(tuple, fieldSerdes);
+            strBuilder.append(tupleString + " | ");
+        }
+        // Print right link.
+        int rightPageId = leafFrame.getNextLeaf();
+        strBuilder.append("(" + rightPageId + ")");
+        return strBuilder.toString();
+    }
+
+    @SuppressWarnings("rawtypes")
+    public static String printInteriorFrameTuples(IBTreeInteriorFrame interiorFrame,
+            ISerializerDeserializer[] fieldSerdes) throws HyracksDataException {
+        StringBuilder strBuilder = new StringBuilder();
+        ITreeIndexTupleReference tuple = interiorFrame.createTupleReference();
+        for (int i = 0; i < interiorFrame.getTupleCount(); i++) {
+            tuple.resetByTupleIndex(interiorFrame, i);
+            // Print child pointer.
+            int numFields = tuple.getFieldCount();
+            int childPageId = IntegerSerializerDeserializer.getInt(tuple.getFieldData(numFields - 1),
+                    tuple.getFieldStart(numFields - 1) + tuple.getFieldLength(numFields - 1));
+            strBuilder.append("(" + childPageId + ") ");
+            String tupleString = TupleUtils.printTuple(tuple, fieldSerdes);
+            strBuilder.append(tupleString + " | ");
+        }
+        // Print rightmost pointer.
+        int rightMostChildPageId = interiorFrame.getRightmostChildPageId();
+        strBuilder.append("(" + rightMostChildPageId + ")");
+        return strBuilder.toString();
     }
 }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java
new file mode 100644
index 0000000..0ed1dbe
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java
@@ -0,0 +1,249 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.btree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+
+public class BTreeCountingSearchCursor implements ITreeIndexCursor {
+
+    private int fileId = -1;
+    private ICachedPage page = null;
+    private IBufferCache bufferCache = null;
+
+    private int tupleIndex = 0;
+    private int stopTupleIndex;
+    private int count = -1;
+
+    private FindTupleMode lowKeyFtm;
+    private FindTupleMode highKeyFtm;
+
+    private FindTupleNoExactMatchPolicy lowKeyFtp;
+    private FindTupleNoExactMatchPolicy highKeyFtp;
+
+    private final IBTreeLeafFrame frame;
+    private final ITreeIndexTupleReference frameTuple;
+    private final boolean exclusiveLatchNodes;
+
+    private RangePredicate pred;
+    private MultiComparator lowKeyCmp;
+    private MultiComparator highKeyCmp;
+    private ITupleReference lowKey;
+    private ITupleReference highKey;
+
+    // For storing the count.
+    private byte[] countBuf = new byte[4];
+    private ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(1);
+    private ArrayTupleReference countTuple = new ArrayTupleReference();    
+    
+    public BTreeCountingSearchCursor(IBTreeLeafFrame frame, boolean exclusiveLatchNodes) {
+        this.frame = frame;
+        this.frameTuple = frame.createTupleReference();
+        this.exclusiveLatchNodes = exclusiveLatchNodes;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        // in case open is called multiple times without closing
+        if (page != null) {
+            if (exclusiveLatchNodes) {
+                page.releaseWriteLatch();
+            } else {
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+        }
+
+        page = ((BTreeCursorInitialState) initialState).getPage();
+        frame.setPage(page);
+
+        pred = (RangePredicate) searchPred;
+        lowKeyCmp = pred.getLowKeyComparator();
+        highKeyCmp = pred.getHighKeyComparator();
+
+        lowKey = pred.getLowKey();
+        highKey = pred.getHighKey();
+
+        // init
+        lowKeyFtm = FindTupleMode.EXCLUSIVE;
+        if (pred.lowKeyInclusive) {
+            lowKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
+        } else {
+            lowKeyFtp = FindTupleNoExactMatchPolicy.HIGHER_KEY;
+        }
+
+        highKeyFtm = FindTupleMode.EXCLUSIVE;
+        if (pred.highKeyInclusive) {
+            highKeyFtp = FindTupleNoExactMatchPolicy.HIGHER_KEY;
+        } else {
+            highKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
+        }
+
+        tupleIndex = getLowKeyIndex();
+        stopTupleIndex = getHighKeyIndex();        
+    }
+
+    private void fetchNextLeafPage(int nextLeafPage) throws HyracksDataException {
+        do {
+            ICachedPage nextLeaf = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, nextLeafPage), false);
+            if (exclusiveLatchNodes) {
+                nextLeaf.acquireWriteLatch();
+                page.releaseWriteLatch();
+            } else {
+                nextLeaf.acquireReadLatch();
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+            page = nextLeaf;
+            frame.setPage(page);
+            nextLeafPage = frame.getNextLeaf();
+        } while (frame.getTupleCount() == 0 && nextLeafPage > 0);
+    }
+
+    private int getLowKeyIndex() throws HyracksDataException {
+        if (lowKey == null) {
+            return 0;
+        }
+        int index = frame.findTupleIndex(lowKey, frameTuple, lowKeyCmp, lowKeyFtm, lowKeyFtp);
+        if (pred.lowKeyInclusive) {
+            index++;
+        } else {
+            if (index < 0) {
+                index = frame.getTupleCount();
+            }
+        }
+        return index;
+    }
+
+    private int getHighKeyIndex() throws HyracksDataException {
+        if (highKey == null) {
+            return frame.getTupleCount() - 1;
+        }
+        int index = frame.findTupleIndex(highKey, frameTuple, highKeyCmp, highKeyFtm, highKeyFtp);
+        if (pred.highKeyInclusive) {
+            if (index < 0) {
+                index = frame.getTupleCount() - 1;
+            } else {
+                index--;
+            }
+        }
+        return index;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        // get the count for the current page
+        // follow the sibling pointer until last page
+        // if no more tuples on a page, then done
+
+        if (count < 0) {
+            count = 0;
+
+            while (stopTupleIndex >= 0 || frame.getTupleCount() == 0) {
+                count += (stopTupleIndex - tupleIndex + 1);
+
+                int nextLeafPage = frame.getNextLeaf();
+                if (nextLeafPage >= 0) {
+                    fetchNextLeafPage(nextLeafPage);
+                } else {
+                    // No more pages. Done counting!
+                    break;
+                }
+
+                tupleIndex = 0;
+                stopTupleIndex = getHighKeyIndex();
+            }
+
+            return true;
+        }
+
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        // Do nothing. Count is performed just once!
+        IntegerSerializerDeserializer.putInt(count, countBuf, 0);
+        tupleBuilder.addField(countBuf, 0, 4);
+        countTuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (page != null) {
+            if (exclusiveLatchNodes) {
+                page.releaseWriteLatch();
+            } else {
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+        }
+        tupleBuilder.reset();
+        tupleIndex = 0;
+        page = null;
+        pred = null;
+        count = -1;
+    }
+
+    @Override
+    public void reset() {
+        try {
+            close();
+        } catch (Exception e) {
+            e.printStackTrace();
+        }        
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return countTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        this.bufferCache = bufferCache;
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        this.fileId = fileId;
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return exclusiveLatchNodes;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCursorInitialState.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCursorInitialState.java
index 855f9e6..9d7b612 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCursorInitialState.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCursorInitialState.java
@@ -1,14 +1,28 @@
 package edu.uci.ics.hyracks.storage.am.btree.impls;
 
 import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 
 public class BTreeCursorInitialState implements ICursorInitialState {
 
+    // This is only used by the LSM-RTree
+    private int pageId;
     private ICachedPage page;
+    private ISearchOperationCallback searchCallback;
+    private MultiComparator originalKeyCmp;
+    private final IIndexAccessor accessor;
 
-    public BTreeCursorInitialState(ICachedPage page) {
+    public BTreeCursorInitialState(ICachedPage page, ISearchOperationCallback searchCallback, IIndexAccessor accessor) {
         this.page = page;
+        this.searchCallback = searchCallback;
+        this.accessor = accessor;
+    }
+    
+    public IIndexAccessor getAccessor() {
+        return accessor;
     }
 
     public ICachedPage getPage() {
@@ -18,4 +32,32 @@
     public void setPage(ICachedPage page) {
         this.page = page;
     }
+
+    public int getPageId() {
+        return pageId;
+    }
+
+    public void setPageId(int pageId) {
+        this.pageId = pageId;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return originalKeyCmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.originalKeyCmp = originalCmp;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeOpContext.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeOpContext.java
index 23a14eb6..6991850 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeOpContext.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeOpContext.java
@@ -15,52 +15,94 @@
 
 package edu.uci.ics.hyracks.storage.am.btree.impls;
 
+import java.util.ArrayDeque;
+import java.util.Deque;
+
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeInteriorFrame;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.btree.api.ITupleAcceptor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.IntArrayList;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.LongArrayList;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
-public class BTreeOpContext implements IIndexOpContext {
+public class BTreeOpContext implements IIndexOperationContext {
     private final int INIT_ARRAYLIST_SIZE = 6;
+
+    public IIndexAccessor accessor;
     public MultiComparator cmp;
     public ITreeIndexFrameFactory leafFrameFactory;
     public ITreeIndexFrameFactory interiorFrameFactory;
     public IBTreeLeafFrame leafFrame;
     public IBTreeInteriorFrame interiorFrame;
     public ITreeIndexMetaDataFrame metaFrame;
-    public IndexOp op;
+    public IndexOperation op;
     public ITreeIndexCursor cursor;
     public BTreeCursorInitialState cursorInitialState;
     public RangePredicate pred;
-    public BTreeSplitKey splitKey;    
+    public BTreeSplitKey splitKey;
     public LongArrayList pageLsns;
     public IntArrayList smPages;
     public IntArrayList freePages;
     public int opRestarts = 0;
     public boolean exceptionHandled;
-    
-    public BTreeOpContext(ITreeIndexFrameFactory leafFrameFactory, ITreeIndexFrameFactory interiorFrameFactory,
-            ITreeIndexMetaDataFrame metaFrame, IBinaryComparatorFactory[] cmpFactories) {
-        this.cmp = MultiComparator.create(cmpFactories);
+    public IModificationOperationCallback modificationCallback;
+    public ISearchOperationCallback searchCallback;
+    public ITupleAcceptor acceptor;
+    public int smoCount;
+
+    // Debug
+    public final Deque<PageValidationInfo> validationInfos;
+    public final ITreeIndexTupleReference interiorFrameTuple;
+    public final ITreeIndexTupleReference leafFrameTuple;
+
+    public BTreeOpContext(IIndexAccessor accessor, ITreeIndexFrameFactory leafFrameFactory,
+            ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexMetaDataFrame metaFrame,
+            IBinaryComparatorFactory[] cmpFactories, IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        this.accessor = accessor;
+
+        if (cmpFactories[0] != null) {
+            //            this.cmp = MultiComparator.createIgnoreFieldLength(cmpFactories);
+            this.cmp = MultiComparator.create(cmpFactories);
+        } else {
+            this.cmp = null;
+        }
+
         this.leafFrameFactory = leafFrameFactory;
         this.leafFrame = (IBTreeLeafFrame) leafFrameFactory.createFrame();
-        if (leafFrame != null) {
+        if (leafFrame != null && this.cmp != null) {
             leafFrame.setMultiComparator(cmp);
         }
         this.interiorFrameFactory = interiorFrameFactory;
         this.interiorFrame = (IBTreeInteriorFrame) interiorFrameFactory.createFrame();
-        if (interiorFrame != null) {
+        if (interiorFrame != null && this.cmp != null) {
             interiorFrame.setMultiComparator(cmp);
         }
         this.metaFrame = metaFrame;
         this.pageLsns = new LongArrayList(INIT_ARRAYLIST_SIZE, INIT_ARRAYLIST_SIZE);
+        this.smoCount = 0;
+        this.modificationCallback = modificationCallback;
+        this.searchCallback = searchCallback;
+
+        // Debug
+        this.validationInfos = new ArrayDeque<PageValidationInfo>(INIT_ARRAYLIST_SIZE);
+        this.interiorFrameTuple = interiorFrame.createTupleReference();
+        this.leafFrameTuple = leafFrame.createTupleReference();
     }
 
     public void reset() {
@@ -71,14 +113,15 @@
         if (smPages != null)
             smPages.clear();
         opRestarts = 0;
+        smoCount = 0;
         exceptionHandled = false;
     }
 
     @Override
-    public void reset(IndexOp newOp) {
-        if (newOp == IndexOp.SEARCH || newOp == IndexOp.DISKORDERSCAN) {
+    public void setOperation(IndexOperation newOp) {
+        if (newOp == IndexOperation.SEARCH || newOp == IndexOperation.DISKORDERSCAN) {
             if (cursorInitialState == null) {
-                cursorInitialState = new BTreeCursorInitialState(null);
+                cursorInitialState = new BTreeCursorInitialState(null, searchCallback, accessor);
             }
         } else {
             // Insert, delete, update or upsert operation.
@@ -96,6 +139,7 @@
             }
         }
         op = newOp;
+        smoCount = 0;
         exceptionHandled = false;
     }
 
@@ -106,4 +150,77 @@
     public IBTreeInteriorFrame createInteriorFrame() {
         return (IBTreeInteriorFrame) interiorFrameFactory.createFrame();
     }
+
+    public PageValidationInfo createPageValidationInfo(PageValidationInfo parent) throws HyracksDataException {
+        return new PageValidationInfo(parent);
+    }
+
+    public class PageValidationInfo {
+        public final int numKeyFields;
+
+        public final ArrayTupleBuilder lowRangeBuilder;
+        public final ArrayTupleBuilder highRangeBuilder;
+        public final ArrayTupleReference lowRangeTuple;
+        public final ArrayTupleReference highRangeTuple;
+
+        public boolean isLowRangeNull;
+        public boolean isHighRangeNull;
+
+        public PageValidationInfo() {
+            this.numKeyFields = cmp.getKeyFieldCount();
+            this.lowRangeBuilder = new ArrayTupleBuilder(numKeyFields);
+            this.highRangeBuilder = new ArrayTupleBuilder(numKeyFields);
+            this.lowRangeTuple = new ArrayTupleReference();
+            this.highRangeTuple = new ArrayTupleReference();
+            this.isLowRangeNull = true;
+            this.isHighRangeNull = true;
+        }
+
+        public PageValidationInfo(PageValidationInfo copy) throws HyracksDataException {
+            this();
+            if (copy != null) {
+                propagateLowRangeKey(copy);
+                propagateHighRangeKey(copy);
+            }
+        }
+
+        public void propagateLowRangeKey(PageValidationInfo toPropagate) throws HyracksDataException {
+            isLowRangeNull = toPropagate.isLowRangeNull;
+            if (!isLowRangeNull) {
+                adjustRangeKey(lowRangeBuilder, lowRangeTuple, toPropagate.lowRangeTuple);
+            }
+        }
+
+        public void propagateHighRangeKey(PageValidationInfo toPropagate) throws HyracksDataException {
+            isHighRangeNull = toPropagate.isHighRangeNull;
+            if (!isHighRangeNull) {
+                adjustRangeKey(highRangeBuilder, highRangeTuple, toPropagate.highRangeTuple);
+            }
+        }
+
+        public void adjustLowRangeKey(ITupleReference newLowRangeKey) throws HyracksDataException {
+            isLowRangeNull = newLowRangeKey == null ? true : false;
+            if (!isLowRangeNull) {
+                adjustRangeKey(lowRangeBuilder, lowRangeTuple, newLowRangeKey);
+            }
+        }
+
+        public void adjustHighRangeKey(ITupleReference newHighRangeKey) throws HyracksDataException {
+            isHighRangeNull = newHighRangeKey == null ? true : false;
+            if (!isHighRangeNull) {
+                adjustRangeKey(highRangeBuilder, highRangeTuple, newHighRangeKey);
+            }
+        }
+
+        private void adjustRangeKey(ArrayTupleBuilder builder, ArrayTupleReference tuple, ITupleReference newRangeKey)
+                throws HyracksDataException {
+            TupleUtils.copyTuple(builder, newRangeKey, numKeyFields);
+            tuple.reset(builder.getFieldEndOffsets(), builder.getByteArray());
+        }
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeRangeSearchCursor.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeRangeSearchCursor.java
index 8bf4db3..607e00a 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeRangeSearchCursor.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeRangeSearchCursor.java
@@ -16,12 +16,18 @@
 package edu.uci.ics.hyracks.storage.am.btree.impls;
 
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.FindTupleMode;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
@@ -31,34 +37,43 @@
 
 public class BTreeRangeSearchCursor implements ITreeIndexCursor {
 
-    private int fileId = -1;
-    private ICachedPage page = null;
-    private IBufferCache bufferCache = null;
-
-    private int tupleIndex = 0;
-    private int stopTupleIndex;
-    private int tupleIndexInc = 0;
-
-    private FindTupleMode lowKeyFtm;
-    private FindTupleMode highKeyFtm;
-
-    private FindTupleNoExactMatchPolicy lowKeyFtp;
-    private FindTupleNoExactMatchPolicy highKeyFtp;
-
     private final IBTreeLeafFrame frame;
     private final ITreeIndexTupleReference frameTuple;
     private final boolean exclusiveLatchNodes;
 
+    private IBufferCache bufferCache = null;
+    private int fileId = -1;
+
+    private ICachedPage page = null;
+    private int pageId = -1; // This is used by the LSMRTree flush operation
+
+    private int tupleIndex = 0;
+    private int stopTupleIndex;
+
+    private final RangePredicate reusablePredicate;
+    private final ArrayTupleReference reconciliationTuple;
+    private IIndexAccessor accessor;
+    private ISearchOperationCallback searchCb;
+    private MultiComparator originalKeyCmp;
+    private ArrayTupleBuilder tupleBuilder;
+
+    private FindTupleMode lowKeyFtm;
+    private FindTupleMode highKeyFtm;
+    private FindTupleNoExactMatchPolicy lowKeyFtp;
+    private FindTupleNoExactMatchPolicy highKeyFtp;
+
     private RangePredicate pred;
     private MultiComparator lowKeyCmp;
     private MultiComparator highKeyCmp;
-    private ITupleReference lowKey;
+    protected ITupleReference lowKey;
     private ITupleReference highKey;
 
     public BTreeRangeSearchCursor(IBTreeLeafFrame frame, boolean exclusiveLatchNodes) {
         this.frame = frame;
         this.frameTuple = frame.createTupleReference();
         this.exclusiveLatchNodes = exclusiveLatchNodes;
+        this.reusablePredicate = new RangePredicate();
+        this.reconciliationTuple = new ArrayTupleReference();
     }
 
     @Override
@@ -71,6 +86,7 @@
             }
             bufferCache.unpin(page);
         }
+
         tupleIndex = 0;
         page = null;
         pred = null;
@@ -85,6 +101,14 @@
         return page;
     }
 
+    public int getTupleOffset() {
+        return frame.getTupleOffset(tupleIndex - 1);
+    }
+
+    public int getPageId() {
+        return pageId;
+    }
+
     private void fetchNextLeafPage(int nextLeafPage) throws HyracksDataException {
         do {
             ICachedPage nextLeaf = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, nextLeafPage), false);
@@ -96,16 +120,19 @@
                 page.releaseReadLatch();
             }
             bufferCache.unpin(page);
+
             page = nextLeaf;
             frame.setPage(page);
+            pageId = nextLeafPage;
             nextLeafPage = frame.getNextLeaf();
         } while (frame.getTupleCount() == 0 && nextLeafPage > 0);
     }
 
     @Override
     public boolean hasNext() throws HyracksDataException {
+        int nextLeafPage;
         if (tupleIndex >= frame.getTupleCount()) {
-            int nextLeafPage = frame.getNextLeaf();
+            nextLeafPage = frame.getNextLeaf();
             if (nextLeafPage >= 0) {
                 fetchNextLeafPage(nextLeafPage);
                 tupleIndex = 0;
@@ -118,23 +145,67 @@
             }
         }
 
-        frameTuple.resetByTupleIndex(frame, tupleIndex);
-        if (highKey == null || tupleIndex <= stopTupleIndex) {
-            return true;
-        } else {
+        if (tupleIndex > stopTupleIndex) {
             return false;
         }
+
+        frameTuple.resetByTupleIndex(frame, tupleIndex);
+        while (true) {
+            if (searchCb.proceed(frameTuple)) {
+                return true;
+            } else {
+                // copy the tuple before we unlatch/unpin
+                if (tupleBuilder == null) {
+                    tupleBuilder = new ArrayTupleBuilder(originalKeyCmp.getKeyFieldCount());
+                }
+                TupleUtils.copyTuple(tupleBuilder, frameTuple, originalKeyCmp.getKeyFieldCount());
+                reconciliationTuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+                // unlatch/unpin
+                if (exclusiveLatchNodes) {
+                    page.releaseWriteLatch();
+                } else {
+                    page.releaseReadLatch();
+                }
+                bufferCache.unpin(page);
+                page = null;
+
+                // reconcile
+                searchCb.reconcile(reconciliationTuple);
+
+                // retraverse the index looking for the reconciled key
+                reusablePredicate.setLowKey(reconciliationTuple, true);
+                try {
+                    accessor.search(this, reusablePredicate);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+
+                if (stopTupleIndex < 0 || tupleIndex > stopTupleIndex) {
+                    return false;
+                }
+
+                // see if we found the tuple we reconciled on
+                frameTuple.resetByTupleIndex(frame, tupleIndex);
+                if (originalKeyCmp.compare(reconciliationTuple, frameTuple) == 0) {
+                    return true;
+                } else {
+                    searchCb.cancel(reconciliationTuple);
+                }
+            }
+        }
     }
-    
+
     @Override
     public void next() throws HyracksDataException {
-        tupleIndex += tupleIndexInc;
+        tupleIndex++;
     }
 
     private int getLowKeyIndex() throws HyracksDataException {
         if (lowKey == null) {
             return 0;
         }
+
         int index = frame.findTupleIndex(lowKey, frameTuple, lowKeyCmp, lowKeyFtm, lowKeyFtp);
         if (pred.lowKeyInclusive) {
             index++;
@@ -143,6 +214,7 @@
                 index = frame.getTupleCount();
             }
         }
+
         return index;
     }
 
@@ -150,15 +222,16 @@
         if (highKey == null) {
             return frame.getTupleCount() - 1;
         }
+
         int index = frame.findTupleIndex(highKey, frameTuple, highKeyCmp, highKeyFtm, highKeyFtp);
         if (pred.highKeyInclusive) {
             if (index < 0) {
                 index = frame.getTupleCount() - 1;
-            }
-            else {
+            } else {
                 index--;
             }
         }
+
         return index;
     }
 
@@ -173,18 +246,23 @@
             }
             bufferCache.unpin(page);
         }
-
-        page = ((BTreeCursorInitialState) initialState).getPage();
+        accessor = ((BTreeCursorInitialState) initialState).getAccessor();
+        searchCb = initialState.getSearchOperationCallback();
+        originalKeyCmp = initialState.getOriginalKeyComparator();
+        pageId = ((BTreeCursorInitialState) initialState).getPageId();
+        page = initialState.getPage();
         frame.setPage(page);
 
         pred = (RangePredicate) searchPred;
         lowKeyCmp = pred.getLowKeyComparator();
         highKeyCmp = pred.getHighKeyComparator();
-
         lowKey = pred.getLowKey();
         highKey = pred.getHighKey();
 
-        // init
+        reusablePredicate.setLowKeyComparator(originalKeyCmp);
+        reusablePredicate.setHighKeyComparator(pred.getHighKeyComparator());
+        reusablePredicate.setHighKey(pred.getHighKey(), pred.isHighKeyInclusive());
+
         lowKeyFtm = FindTupleMode.EXCLUSIVE;
         if (pred.lowKeyInclusive) {
             lowKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
@@ -198,19 +276,14 @@
         } else {
             highKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
         }
-        
+
         tupleIndex = getLowKeyIndex();
         stopTupleIndex = getHighKeyIndex();
-        tupleIndexInc = 1;
     }
 
     @Override
-    public void reset() {
-        try {
-            close();
-        } catch (Exception e) {
-            e.printStackTrace();
-        }
+    public void reset() throws HyracksDataException {
+        close();
     }
 
     @Override
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeSplitKey.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeSplitKey.java
index e664e5b..2606c08 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeSplitKey.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeSplitKey.java
@@ -21,15 +21,16 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
 
 public class BTreeSplitKey implements ISplitKey {
+    public final ITreeIndexTupleReference tuple;
+
     public byte[] data = null;
     public ByteBuffer buf = null;
-    public ITreeIndexTupleReference tuple;
     public int keySize = 0;
 
     public BTreeSplitKey(ITreeIndexTupleReference tuple) {
         this.tuple = tuple;
     }
-    
+
     public void initData(int keySize) {
         // try to reuse existing memory from a lower-level split if possible
         this.keySize = keySize;
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java
index 80ac173..44fcdef 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java
@@ -16,6 +16,7 @@
 package edu.uci.ics.hyracks.storage.am.btree.impls;
 
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.btree.api.IPrefixSlotManager;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeFieldPrefixNSMLeafFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
@@ -30,10 +31,11 @@
     @Override
     public void resetByTupleIndex(ITreeIndexFrame frame, int tupleIndex) {
         BTreeFieldPrefixNSMLeafFrame concreteFrame = (BTreeFieldPrefixNSMLeafFrame) frame;
-        int prefixSlotOff = concreteFrame.slotManager.getPrefixSlotOff(tupleIndex);
+        IPrefixSlotManager slotManager = concreteFrame.getSlotManager();
+        int prefixSlotOff = slotManager.getPrefixSlotOff(tupleIndex);
         int prefixSlot = concreteFrame.getBuffer().getInt(prefixSlotOff);
-        setFieldCount(concreteFrame.slotManager.decodeFirstSlotField(prefixSlot));
-        tupleStartOff = concreteFrame.slotManager.decodeSecondSlotField(prefixSlot);
+        setFieldCount(slotManager.decodeFirstSlotField(prefixSlot));
+        tupleStartOff = slotManager.decodeSecondSlotField(prefixSlot);
         buf = concreteFrame.getBuffer();
         resetByTupleOffset(buf, tupleStartOff);
     }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixSlotManager.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixSlotManager.java
index 6525bb9..4c66fbb 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixSlotManager.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixSlotManager.java
@@ -28,16 +28,17 @@
 
 public class FieldPrefixSlotManager implements IPrefixSlotManager {
 
-    private static final int slotSize = 4;
     public static final int TUPLE_UNCOMPRESSED = 0xFF;
     public static final int MAX_PREFIX_SLOTS = 0xFE;
     public static final int GREATEST_KEY_INDICATOR = 0x00FFFFFF;
     public static final int ERROR_INDICATOR = 0x00FFFFFE;
 
+    private static final int slotSize = 4;
+
     private ByteBuffer buf;
     private BTreeFieldPrefixNSMLeafFrame frame;
     private MultiComparator cmp;
-    
+
     public int decodeFirstSlotField(int slot) {
         return (slot & 0xFF000000) >>> 24;
     }
@@ -117,23 +118,17 @@
             }
         }
 
-        // System.out.println("SLOTLBOUND: " + tuplePrefixSlotNumLbound);
-        // System.out.println("SLOTUBOUND: " + tuplePrefixSlotNumUbound);
-
         int tupleMid = -1;
         int tupleBegin = 0;
         int tupleEnd = frame.getTupleCount() - 1;
 
-        // binary search on tuples, guided by the lower and upper bounds on
-        // prefixSlotNum
+        // binary search on tuples, guided by the lower and upper bounds on prefixSlotNum
         while (tupleBegin <= tupleEnd) {
             tupleMid = (tupleBegin + tupleEnd) / 2;
             int tupleSlotOff = getTupleSlotOff(tupleMid);
             int tupleSlot = buf.getInt(tupleSlotOff);
             int prefixSlotNum = decodeFirstSlotField(tupleSlot);
 
-            // System.out.println("RECS: " + recBegin + " " + recMid + " " +
-            // recEnd);
             int cmp = 0;
             if (prefixSlotNum == TUPLE_UNCOMPRESSED) {
                 frameTuple.resetByTupleIndex(frame, tupleMid);
@@ -160,18 +155,15 @@
                     else
                         tupleEnd = tupleMid - 1;
                 } else {
-                	if (mode == FindTupleMode.EXCLUSIVE_ERROR_IF_EXISTS) {
-                		return encodeSlotFields(prefixMatch, ERROR_INDICATOR);
-                	} else {
-                		return encodeSlotFields(prefixMatch, tupleMid);
-                	}
+                    if (mode == FindTupleMode.EXCLUSIVE_ERROR_IF_EXISTS) {
+                        return encodeSlotFields(prefixMatch, ERROR_INDICATOR);
+                    } else {
+                        return encodeSlotFields(prefixMatch, tupleMid);
+                    }
                 }
             }
         }
 
-        // System.out.println("RECS: " + recBegin + " " + recMid + " " +
-        // recEnd);
-
         if (mode == FindTupleMode.EXACT)
             return encodeSlotFields(prefixMatch, ERROR_INDICATOR);
 
@@ -223,7 +215,7 @@
     public int insertSlot(int slot, int tupleOff) {
         int slotNum = decodeSecondSlotField(slot);
         if (slotNum == ERROR_INDICATOR) {
-        	System.out.println("WOW BIG PROBLEM!");
+            System.out.println("WOW BIG PROBLEM!");
         }
         if (slotNum == GREATEST_KEY_INDICATOR) {
             int slotOff = getTupleSlotEndOff() - slotSize;
@@ -255,50 +247,49 @@
         buf.putInt(getPrefixSlotOff(tupleIndex), slot);
     }
 
-	@Override
-	public int getGreatestKeyIndicator() {
-		return GREATEST_KEY_INDICATOR;
-	}
+    @Override
+    public int getGreatestKeyIndicator() {
+        return GREATEST_KEY_INDICATOR;
+    }
 
-	@Override
-	public int getErrorIndicator() {
-		return ERROR_INDICATOR;
-	}
+    @Override
+    public int getErrorIndicator() {
+        return ERROR_INDICATOR;
+    }
 
-	@Override
-	public void setFrame(ITreeIndexFrame frame) {
-		this.frame = (BTreeFieldPrefixNSMLeafFrame)frame;
+    @Override
+    public void setFrame(ITreeIndexFrame frame) {
+        this.frame = (BTreeFieldPrefixNSMLeafFrame) frame;
         this.buf = frame.getBuffer();
-	}
+    }
 
-	@Override
-	public int findTupleIndex(ITupleReference searchKey,
-			ITreeIndexTupleReference frameTuple, MultiComparator multiCmp,
-			FindTupleMode mode, FindTupleNoExactMatchPolicy matchPolicy) {
-		throw new UnsupportedOperationException("Not implemented.");
-	}
-	
-	@Override
-	public int getSlotStartOff() {
-		throw new UnsupportedOperationException("Not implemented.");
-	}
+    @Override
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference frameTuple, MultiComparator multiCmp,
+            FindTupleMode mode, FindTupleNoExactMatchPolicy matchPolicy) {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
 
-	@Override
-	public int getSlotEndOff() {
-		throw new UnsupportedOperationException("Not implemented.");
-	}
+    @Override
+    public int getSlotStartOff() {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
 
-	@Override
-	public int getTupleOff(int slotOff) {
-		throw new UnsupportedOperationException("Not implemented.");
-	}
+    @Override
+    public int getSlotEndOff() {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
 
-	@Override
-	public int getSlotOff(int tupleIndex) {
-		throw new UnsupportedOperationException("Not implemented.");
-	}
-	
-	public void setMultiComparator(MultiComparator cmp) {
-		this.cmp = cmp;
-	}
+    @Override
+    public int getTupleOff(int slotOff) {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
+
+    @Override
+    public int getSlotOff(int tupleIndex) {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
+
+    public void setMultiComparator(MultiComparator cmp) {
+        this.cmp = cmp;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixTupleReference.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixTupleReference.java
index 9644a3e..b7174d4 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixTupleReference.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/FieldPrefixTupleReference.java
@@ -2,18 +2,20 @@
 
 import java.nio.ByteBuffer;
 
+import edu.uci.ics.hyracks.storage.am.btree.api.IPrefixSlotManager;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeFieldPrefixNSMLeafFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
 
 public class FieldPrefixTupleReference implements ITreeIndexTupleReference {
 
+    private final ITreeIndexTupleReference helperTuple;
+
     private BTreeFieldPrefixNSMLeafFrame frame;
     private int prefixTupleStartOff;
     private int suffixTupleStartOff;
     private int numPrefixFields;
     private int fieldCount;
-    private ITreeIndexTupleReference helperTuple;
 
     public FieldPrefixTupleReference(ITreeIndexTupleReference helperTuple) {
         this.helperTuple = helperTuple;
@@ -23,17 +25,17 @@
     @Override
     public void resetByTupleIndex(ITreeIndexFrame frame, int tupleIndex) {
         this.frame = (BTreeFieldPrefixNSMLeafFrame) frame;
-
-        int tupleSlotOff = this.frame.slotManager.getTupleSlotOff(tupleIndex);
+        IPrefixSlotManager slotManager = this.frame.getSlotManager();
+        int tupleSlotOff = slotManager.getTupleSlotOff(tupleIndex);
         int tupleSlot = this.frame.getBuffer().getInt(tupleSlotOff);
-        int prefixSlotNum = this.frame.slotManager.decodeFirstSlotField(tupleSlot);
-        suffixTupleStartOff = this.frame.slotManager.decodeSecondSlotField(tupleSlot);
+        int prefixSlotNum = slotManager.decodeFirstSlotField(tupleSlot);
+        suffixTupleStartOff = slotManager.decodeSecondSlotField(tupleSlot);
 
         if (prefixSlotNum != FieldPrefixSlotManager.TUPLE_UNCOMPRESSED) {
-            int prefixSlotOff = this.frame.slotManager.getPrefixSlotOff(prefixSlotNum);
+            int prefixSlotOff = slotManager.getPrefixSlotOff(prefixSlotNum);
             int prefixSlot = this.frame.getBuffer().getInt(prefixSlotOff);
-            numPrefixFields = this.frame.slotManager.decodeFirstSlotField(prefixSlot);
-            prefixTupleStartOff = this.frame.slotManager.decodeSecondSlotField(prefixSlot);
+            numPrefixFields = slotManager.decodeFirstSlotField(prefixSlot);
+            prefixTupleStartOff = slotManager.decodeSecondSlotField(prefixSlot);
         } else {
             numPrefixFields = 0;
             prefixTupleStartOff = -1;
@@ -96,20 +98,21 @@
     public int getTupleSize() {
         return getSuffixTupleSize() + getPrefixTupleSize();
     }
-    
+
     public int getSuffixTupleSize() {
         helperTuple.setFieldCount(numPrefixFields, fieldCount - numPrefixFields);
         helperTuple.resetByTupleOffset(frame.getBuffer(), suffixTupleStartOff);
         return helperTuple.getTupleSize();
     }
-    
+
     public int getPrefixTupleSize() {
-        if (numPrefixFields == 0) return 0;
+        if (numPrefixFields == 0)
+            return 0;
         helperTuple.setFieldCount(numPrefixFields);
         helperTuple.resetByTupleOffset(frame.getBuffer(), prefixTupleStartOff);
         return helperTuple.getTupleSize();
     }
-    
+
     public int getNumPrefixFields() {
         return numPrefixFields;
     }
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/UnconditionalTupleAcceptor.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/UnconditionalTupleAcceptor.java
new file mode 100644
index 0000000..9ae2523
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/UnconditionalTupleAcceptor.java
@@ -0,0 +1,14 @@
+package edu.uci.ics.hyracks.storage.am.btree.impls;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.api.ITupleAcceptor;
+
+public enum UnconditionalTupleAcceptor implements ITupleAcceptor {
+    INSTANCE;
+
+    @Override
+    public boolean accept(ITupleReference tuple) {
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeUtils.java b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeUtils.java
index 57e3a96..de73459 100644
--- a/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeUtils.java
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeUtils.java
@@ -3,6 +3,7 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeFieldPrefixNSMLeafFrameFactory;
@@ -11,7 +12,6 @@
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
@@ -20,22 +20,38 @@
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
 public class BTreeUtils {
-    public static BTree createBTree(IBufferCache bufferCache, IOperationCallback opCallback, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories, BTreeLeafFrameType leafType) throws BTreeException {
+    public static BTree createBTree(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories, BTreeLeafFrameType leafType,
+            FileReference file) throws BTreeException {
         TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
         ITreeIndexFrameFactory leafFrameFactory = getLeafFrameFactory(tupleWriterFactory, leafType);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
         ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
         IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
-        BTree btree = new BTree(bufferCache, opCallback, typeTraits.length, cmpFactories, freePageManager, interiorFrameFactory, leafFrameFactory);
+        BTree btree = new BTree(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, typeTraits.length, file);
         return btree;
     }
     
+    public static BTree createBTree(IBufferCache bufferCache, IFreePageManager freePageManager,
+            IFileMapProvider fileMapProvider, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            BTreeLeafFrameType leafType, FileReference file) throws BTreeException {
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = getLeafFrameFactory(tupleWriterFactory, leafType);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        BTree btree = new BTree(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, typeTraits.length, file);
+        return btree;
+    }
+
     // Creates a new MultiComparator by constructing new IBinaryComparators.
-    public static MultiComparator getSearchMultiComparator(IBinaryComparatorFactory[] cmpFactories, ITupleReference searchKey) {
+    public static MultiComparator getSearchMultiComparator(IBinaryComparatorFactory[] cmpFactories,
+            ITupleReference searchKey) {
         if (searchKey == null || cmpFactories.length == searchKey.getFieldCount()) {
-            return MultiComparator.create(cmpFactories);
+            return MultiComparator.createIgnoreFieldLength(cmpFactories);
         }
         IBinaryComparator[] newCmps = new IBinaryComparator[searchKey.getFieldCount()];
         for (int i = 0; i < searchKey.getFieldCount(); i++) {
@@ -43,11 +59,12 @@
         }
         return new MultiComparator(newCmps);
     }
-    
-    public static ITreeIndexFrameFactory getLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory, BTreeLeafFrameType leafType) throws BTreeException {
-        switch(leafType) {
+
+    public static ITreeIndexFrameFactory getLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory,
+            BTreeLeafFrameType leafType) throws BTreeException {
+        switch (leafType) {
             case REGULAR_NSM: {
-                return new BTreeNSMLeafFrameFactory(tupleWriterFactory);                
+                return new BTreeNSMLeafFrameFactory(tupleWriterFactory);
             }
             case FIELD_PREFIX_COMPRESSED_NSM: {
                 return new BTreeFieldPrefixNSMLeafFrameFactory(tupleWriterFactory);
diff --git a/hyracks/hyracks-storage-am-common/pom.xml b/hyracks/hyracks-storage-am-common/pom.xml
index 0b32733..bdd370d 100644
--- a/hyracks/hyracks-storage-am-common/pom.xml
+++ b/hyracks/hyracks-storage-am-common/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-storage-am-common</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-storage-am-common</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -28,28 +27,28 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ICursorInitialState.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ICursorInitialState.java
index 60e8ba9..9fbaac2 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ICursorInitialState.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ICursorInitialState.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2009-2010 by The Regents of the University of California
+ * Copyright 2009-2012 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * you may obtain a copy of the License from
@@ -15,9 +15,19 @@
 
 package edu.uci.ics.hyracks.storage.am.common.api;
 
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 
 public interface ICursorInitialState {
-	public ICachedPage getPage();
-	public void setPage(ICachedPage page);
+    public ICachedPage getPage();
+
+    public void setPage(ICachedPage page);
+
+    public ISearchOperationCallback getSearchOperationCallback();
+
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback);
+
+    public MultiComparator getOriginalKeyComparator();
+
+    public void setOriginialKeyComparator(MultiComparator originalCmp);
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IFreePageManagerFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IFreePageManagerFactory.java
new file mode 100644
index 0000000..d26e65f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IFreePageManagerFactory.java
@@ -0,0 +1,5 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+public interface IFreePageManagerFactory {
+    public IFreePageManager createFreePageManager();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IInMemoryFreePageManager.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IInMemoryFreePageManager.java
new file mode 100644
index 0000000..67935a7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IInMemoryFreePageManager.java
@@ -0,0 +1,9 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+public interface IInMemoryFreePageManager extends IFreePageManager {
+    public int getCapacity();
+
+    public void reset();
+
+    public boolean isFull();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndex.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndex.java
new file mode 100644
index 0000000..1557c75
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndex.java
@@ -0,0 +1,124 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+/**
+ * This interface describes the operations common to all indexes. Indexes
+ * implementing this interface can easily reuse existing index operators for
+ * dataflow. Users must perform operations on an via an {@link IIndexAccessor}.
+ * During dataflow, the lifecycle of IIndexes are handled through an {@link IIndexLifecycleManager}.
+ */
+public interface IIndex {
+
+    /**
+     * Initializes the persistent state of an index.
+     * An index cannot be created if it is in the activated state.
+     * Calling create on an index that is deactivated has the effect of clearing the index.
+     * 
+     * @throws HyracksDataException
+     *             if there is an error in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     *             if the index is in the activated state
+     */
+    public void create() throws HyracksDataException;
+
+    /**
+     * Initializes the index's operational state. An index in the activated state may perform
+     * operations via an {@link IIndexAccessor}.
+     * 
+     * @throws HyracksDataException
+     *             if there is a problem in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     */
+    public void activate() throws HyracksDataException;
+
+    /**
+     * Resets the operational state of the index. Calling clear has the same logical effect
+     * as calling deactivate(), destroy(), create(), then activate(), but not necessarily the
+     * same physical effect.
+     * 
+     * @throws HyracksDataException
+     *             if there is a problem in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     *             if the index is not in the activated state
+     */
+    public void clear() throws HyracksDataException;
+
+    /**
+     * Deinitializes the index's operational state. An index in the deactivated state may not
+     * perform operations.
+     * 
+     * @throws HyracksDataException
+     *             if there is a problem in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     */
+    public void deactivate() throws HyracksDataException;
+
+    /**
+     * Removes the persistent state of an index.
+     * An index cannot be destroyed if it is in the activated state.
+     * 
+     * @throws HyracksDataException
+     *             if there is an error in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     *             if the index is already activated
+     */
+    public void destroy() throws HyracksDataException;
+
+    /**
+     * Creates an {@link IIndexAccessor} for performing operations on this index.
+     * An IIndexAccessor is not thread safe, but different IIndexAccessors can concurrently operate
+     * on the same {@link IIndex}.
+     * 
+     * @returns IIndexAccessor an accessor for this {@link IIndex}
+     * @param modificationCallback
+     *            the callback to be used for modification operations
+     * @param searchCallback
+     *            the callback to be used for search operations
+     */
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback);
+
+    /**
+     * Ensures that all pages (and tuples) of the index are logically consistent.
+     * An assertion error is thrown if validation fails.
+     * 
+     * @throws HyracksDataException
+     *             if there is an error performing validation
+     */
+    public void validate() throws HyracksDataException;
+
+    /**
+     * @return the {@link IBufferCache} underlying this index.
+     */
+    public IBufferCache getBufferCache();
+
+    /**
+     * @return the size, in bytes, of pre-allocated memory space that this index was allotted.
+     */
+    public long getMemoryAllocationSize();
+
+    /**
+     * @param fillFactor
+     * @param verifyInput
+     * @throws IndexException
+     */
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+            throws IndexException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexBulkLoadContext.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexBulkLoadContext.java
deleted file mode 100644
index a896d80..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexBulkLoadContext.java
+++ /dev/null
@@ -1,4 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.common.api;
-
-public interface IIndexBulkLoadContext {
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexBulkLoader.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexBulkLoader.java
new file mode 100644
index 0000000..86ed78f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexBulkLoader.java
@@ -0,0 +1,28 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface IIndexBulkLoader {
+    /**
+     * Append a tuple to the index in the context of a bulk load.
+     * 
+     * @param tuple
+     *            Tuple to be inserted.
+     * @throws IndexException
+     *             If the input stream is invalid for bulk loading (e.g., is not sorted).
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     */
+    public void add(ITupleReference tuple) throws IndexException, HyracksDataException;
+
+    /**
+     * Finalize the bulk loading operation in the given context.
+     * 
+     * @throws IndexException
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     */
+    public void end() throws IndexException, HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexCursor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexCursor.java
index d29fd73..1c75da2 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexCursor.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexCursor.java
@@ -19,16 +19,16 @@
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 
 public interface IIndexCursor {
-    public void open(ICursorInitialState initialState,
-            ISearchPredicate searchPred) throws HyracksDataException;      
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException;
 
-    public boolean hasNext() throws HyracksDataException;
+    public boolean hasNext() throws HyracksDataException, IndexException;
 
     public void next() throws HyracksDataException;
 
     public void close() throws HyracksDataException;
 
-    public void reset();
+    public void reset() throws HyracksDataException, IndexException;
 
     public ITupleReference getTuple();
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexDataflowHelper.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexDataflowHelper.java
new file mode 100644
index 0000000..39b4553
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexDataflowHelper.java
@@ -0,0 +1,23 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+
+public interface IIndexDataflowHelper {
+    public void create() throws HyracksDataException;
+
+    public void close() throws HyracksDataException;
+
+    public void open() throws HyracksDataException;
+
+    public void destroy() throws HyracksDataException;
+
+    public IIndex getIndexInstance();
+
+    public FileReference getFileReference();
+
+    public long getResourceID() throws HyracksDataException;
+    
+    public IHyracksTaskContext getTaskContext();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexLifecycleManager.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexLifecycleManager.java
new file mode 100644
index 0000000..c4f43b9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexLifecycleManager.java
@@ -0,0 +1,19 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface IIndexLifecycleManager {
+    public IIndex getIndex(long resourceID);
+
+    public void register(long resourceID, IIndex index) throws HyracksDataException;
+
+    public void unregister(long resourceID) throws HyracksDataException;
+
+    public void open(long resourceID) throws HyracksDataException;
+
+    public void close(long resourceID);
+
+    public List<IIndex> getOpenIndexes();
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexLifecycleManagerProvider.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexLifecycleManagerProvider.java
new file mode 100644
index 0000000..7ae4a48
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexLifecycleManagerProvider.java
@@ -0,0 +1,9 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+
+public interface IIndexLifecycleManagerProvider extends Serializable {
+    public IIndexLifecycleManager getLifecycleManager(IHyracksTaskContext ctx);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexOpContext.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexOpContext.java
deleted file mode 100644
index 7153f78..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexOpContext.java
+++ /dev/null
@@ -1,8 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.common.api;
-
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
-
-public interface IIndexOpContext {
-	void reset();
-	void reset(IndexOp newOp);
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexOperationContext.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexOperationContext.java
new file mode 100644
index 0000000..c5bf83e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexOperationContext.java
@@ -0,0 +1,11 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+
+public interface IIndexOperationContext {
+    void setOperation(IndexOperation newOp);
+    
+    IndexOperation getOperation();
+
+    void reset();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IModificationOperationCallback.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IModificationOperationCallback.java
new file mode 100644
index 0000000..0b68ab0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IModificationOperationCallback.java
@@ -0,0 +1,36 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * This operation callback allows for arbitrary actions to be taken while traversing 
+ * an index structure. The {@link IModificationOperationCallback} will be called on 
+ * all modifying operations (e.g. insert, update, delete...) for all indexes.
+ * 
+ * @author zheilbron
+ */
+public interface IModificationOperationCallback {
+
+    /**
+     * This method is called on a tuple that is about to traverse an index's structure 
+     * (i.e. before any pages are pinned or latched). 
+     *
+     * The format of the tuple is the format that would be stored in the index itself.
+     * 
+     * @param tuple the tuple that is about to be operated on
+     */
+    public void before(ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * This method is called on a tuple when a tuple with a matching key is found for the 
+     * current operation. It is possible that tuple is null, in which case no tuple with a 
+     * matching key was found.
+     * 
+     * When found is called, the leaf page where the tuple resides will be pinned and latched, 
+     * so blocking operations should be avoided.
+     * 
+     * @param tuple a tuple with a matching key, otherwise null if none exists
+     */
+    public void found(ITupleReference before, ITupleReference after) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IModificationOperationCallbackFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IModificationOperationCallbackFactory.java
new file mode 100644
index 0000000..65c9c8a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IModificationOperationCallbackFactory.java
@@ -0,0 +1,11 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface IModificationOperationCallbackFactory extends Serializable {
+    public IModificationOperationCallback createModificationOperationCallback(long resourceId, Object resource, IHyracksTaskContext ctx)
+            throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IOperationCallback.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IOperationCallback.java
deleted file mode 100644
index 9e66b43..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IOperationCallback.java
+++ /dev/null
@@ -1,9 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.common.api;
-
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-
-public interface IOperationCallback {
-    public void pre(ITupleReference tuple);
-
-    public void post(ITupleReference tuple);
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IOperationCallbackProvider.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IOperationCallbackProvider.java
deleted file mode 100644
index 974ef1a..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IOperationCallbackProvider.java
+++ /dev/null
@@ -1,7 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.common.api;
-
-import java.io.Serializable;
-
-public interface IOperationCallbackProvider extends Serializable {
-    public IOperationCallback getOperationCallback();
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISearchOperationCallback.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISearchOperationCallback.java
new file mode 100644
index 0000000..b62bbcb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISearchOperationCallback.java
@@ -0,0 +1,45 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * This operation callback allows for arbitrary actions to be taken while traversing 
+ * an index structure. The {@link ISearchOperationCallback} will be called on 
+ * all search operations for ordered indexes only.
+ * 
+ * @author zheilbron
+ */
+public interface ISearchOperationCallback {
+
+    /**
+     * During an index search operation, this method will be called on tuples as they are 
+     * passed by with a search cursor. This call will be invoked while a leaf page is latched 
+     * and pinned. If the call returns false, then the page will be unlatched and unpinned and 
+     * {@link #reconcile(ITupleReference)} will be called with the tuple that was not proceeded 
+     * on.
+     * 
+     * @param tuple the tuple that is being passed over by the search cursor
+     * @return true to proceed otherwise false to unlatch and unpin, leading to reconciliation
+     */
+    public boolean proceed(ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * This method is only called on a tuple that was not 'proceeded' on 
+     * (see {@link #proceed(ITupleReference)}). This method allows an opportunity to reconcile 
+     * by performing any necessary actions before resuming the search (e.g. a try-lock may have 
+     * failed in the proceed call, and now in reconcile we should take a full (blocking) lock).
+     * 
+     * @param tuple the tuple that failed to proceed
+     */
+    public void reconcile(ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * This method is only called on a tuple that was reconciled on, but not found after 
+     * retraversing. This method allows an opportunity to cancel some action that was taken in 
+     * {@link #reconcile(ITupleReference))}.
+     * 
+     * @param tuple the tuple that was previously reconciled
+     */
+    public void cancel(ITupleReference tuple) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISearchOperationCallbackFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISearchOperationCallbackFactory.java
new file mode 100644
index 0000000..6389b8d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISearchOperationCallbackFactory.java
@@ -0,0 +1,11 @@
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface ISearchOperationCallbackFactory extends Serializable {
+    public ISearchOperationCallback createSearchOperationCallback(long resourceId, IHyracksTaskContext ctx)
+            throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISlotManager.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISlotManager.java
index 2619493..3e5e018 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISlotManager.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ISlotManager.java
@@ -21,27 +21,26 @@
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
 public interface ISlotManager {
-	public int findTupleIndex(ITupleReference searchKey,
-			ITreeIndexTupleReference frameTuple, MultiComparator multiCmp,
-			FindTupleMode mode, FindTupleNoExactMatchPolicy matchPolicy);
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference frameTuple, MultiComparator multiCmp,
+            FindTupleMode mode, FindTupleNoExactMatchPolicy matchPolicy);
 
-	public int getGreatestKeyIndicator();
-	
-	public int getErrorIndicator();
+    public int getGreatestKeyIndicator();
 
-	public void setFrame(ITreeIndexFrame frame);
-	
-	public int insertSlot(int tupleIndex, int tupleOff);
+    public int getErrorIndicator();
 
-	public int getSlotStartOff();
+    public void setFrame(ITreeIndexFrame frame);
 
-	public int getSlotEndOff();
+    public int getTupleOff(int slotOff);
 
-	public int getTupleOff(int slotOff);
+    public int insertSlot(int tupleIndex, int tupleOff);
 
-	public void setSlot(int slotOff, int value);
+    public int getSlotStartOff();
 
-	public int getSlotOff(int tupleIndex);
+    public int getSlotEndOff();
 
-	public int getSlotSize();
+    public int getSlotOff(int tupleIndex);
+
+    public int getSlotSize();
+
+    public void setSlot(int slotOff, int value);
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndex.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndex.java
index 52626cf..2313c2e 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndex.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndex.java
@@ -16,7 +16,6 @@
 package edu.uci.ics.hyracks.storage.am.common.api;
 
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 
 /**
  * Interface describing the operations of tree-based index structures. Indexes
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexFrame.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexFrame.java
index c33a8d8..612af25 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexFrame.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexFrame.java
@@ -20,20 +20,21 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 
 public interface ITreeIndexFrame {
 
-	public void initBuffer(byte level);
-	
+    public void initBuffer(byte level);
+
     public FrameOpSpaceStatus hasSpaceInsert(ITupleReference tuple);
-	
-	public void insert(ITupleReference tuple, int tupleIndex);    
-    
-	public FrameOpSpaceStatus hasSpaceUpdate(ITupleReference newTuple, int oldTupleIndex);
-	
-	public void update(ITupleReference newTuple, int oldTupleIndex, boolean inPlace);    
-    
+
+    public void insert(ITupleReference tuple, int tupleIndex);
+
+    public FrameOpSpaceStatus hasSpaceUpdate(ITupleReference newTuple, int oldTupleIndex);
+
+    public void update(ITupleReference newTuple, int oldTupleIndex, boolean inPlace);
+
     public void delete(ITupleReference tuple, int tupleIndex);
 
     // returns true if slots were modified, false otherwise
@@ -57,11 +58,11 @@
     public ICachedPage getPage();
 
     public ByteBuffer getBuffer();
-    
+
     // for debugging
     public String printHeader();
 
-    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey) throws TreeIndexException;
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey);
 
     public ISlotManager getSlotManager();
 
@@ -87,6 +88,9 @@
     public ITreeIndexTupleWriter getTupleWriter();
 
     public int getPageHeaderSize();
-    
+
     public ITreeIndexTupleReference createTupleReference();
+
+    public void setMultiComparator(MultiComparator cmp);
+
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexMetaDataFrame.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexMetaDataFrame.java
index 9e95970..b48ded4 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexMetaDataFrame.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexMetaDataFrame.java
@@ -47,4 +47,9 @@
 	
 	// Set special validity flag.
 	public void setValid(boolean isValid);
+	
+	// Special placeholder for LSN information. Used for transactional LSM indexes.
+	public long getLSN();
+	
+	public void setLSN(long lsn);
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexTupleWriter.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexTupleWriter.java
index 30e8f39..43991f1 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexTupleWriter.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/ITreeIndexTupleWriter.java
@@ -21,19 +21,22 @@
 
 public interface ITreeIndexTupleWriter {
     public int writeTuple(ITupleReference tuple, ByteBuffer targetBuf, int targetOff);
-    
+
     public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff);
 
     public int bytesRequired(ITupleReference tuple);
 
-    public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf,
-            int targetOff);
+    public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf, int targetOff);
 
     public int bytesRequired(ITupleReference tuple, int startField, int numFields);
 
     // return a tuplereference instance that can read the tuple written by this
-    // writer
-    // the main idea is that the format of the written tuple may not be the same
+    // writer the main idea is that the format of the written tuple may not be the same
     // as the format written by this writer
     public ITreeIndexTupleReference createTupleReference();
+
+    // This method is only used by the BTree leaf frame split method since tuples
+    // in the LSM-BTree can be either matter or anti-matter tuples and we want
+    // to calculate the size of all tuples in the frame.
+    public int getCopySpaceRequired(ITupleReference tuple);
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IndexType.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IndexType.java
deleted file mode 100644
index 6f83e0b..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IndexType.java
+++ /dev/null
@@ -1,5 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.common.api;
-
-public enum IndexType {
-	BTREE, RTREE, INVERTED
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/UnsortedInputException.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/UnsortedInputException.java
new file mode 100644
index 0000000..e3304c9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/UnsortedInputException.java
@@ -0,0 +1,31 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.api;
+
+/**
+ * Thrown when trying to bulk load an index with an unsorted input stream. 
+ */
+public class UnsortedInputException extends IndexException {
+	private static final long serialVersionUID = 1L;
+	
+	public UnsortedInputException(Exception e) {
+		super(e);
+	}
+	
+	public UnsortedInputException(String message) {
+        super(message);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/AbstractIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/AbstractIndexOperatorDescriptor.java
new file mode 100644
index 0000000..c26bbfa
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/AbstractIndexOperatorDescriptor.java
@@ -0,0 +1,115 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.dataflow;
+
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+
+public abstract class AbstractIndexOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor implements
+        IIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final IFileSplitProvider fileSplitProvider;
+    protected final IStorageManagerInterface storageManager;
+    protected final IIndexLifecycleManagerProvider lifecycleManagerProvider;
+    protected final IIndexDataflowHelperFactory dataflowHelperFactory;
+    protected final ITupleFilterFactory tupleFilterFactory;
+    protected final boolean retainInput;
+    protected final ISearchOperationCallbackFactory searchOpCallbackFactory;
+    protected final IModificationOperationCallbackFactory modificationOpCallbackFactory;
+    protected final ILocalResourceFactoryProvider localResourceFactoryProvider;
+
+    public AbstractIndexOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity, int outputArity,
+            RecordDescriptor recDesc, IStorageManagerInterface storageManager,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            IIndexDataflowHelperFactory dataflowHelperFactory, ITupleFilterFactory tupleFilterFactory,
+            boolean retainInput, ILocalResourceFactoryProvider localResourceFactoryProvider,
+            ISearchOperationCallbackFactory searchOpCallbackFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, inputArity, outputArity);
+        this.fileSplitProvider = fileSplitProvider;
+        this.storageManager = storageManager;
+        this.lifecycleManagerProvider = lifecycleManagerProvider;
+        this.dataflowHelperFactory = dataflowHelperFactory;
+        this.retainInput = retainInput;
+        this.tupleFilterFactory = tupleFilterFactory;
+        this.localResourceFactoryProvider = localResourceFactoryProvider;
+        this.searchOpCallbackFactory = searchOpCallbackFactory;
+        this.modificationOpCallbackFactory = modificationOpCallbackFactory;
+        if (outputArity > 0) {
+            recordDescriptors[0] = recDesc;
+        }
+    }
+
+    @Override
+    public IFileSplitProvider getFileSplitProvider() {
+        return fileSplitProvider;
+    }
+
+    @Override
+    public IStorageManagerInterface getStorageManager() {
+        return storageManager;
+    }
+
+    @Override
+    public IIndexLifecycleManagerProvider getLifecycleManagerProvider() {
+        return lifecycleManagerProvider;
+    }
+
+    @Override
+    public RecordDescriptor getRecordDescriptor() {
+        return recordDescriptors[0];
+    }
+
+    @Override
+    public IIndexDataflowHelperFactory getIndexDataflowHelperFactory() {
+        return dataflowHelperFactory;
+    }
+
+    @Override
+    public boolean getRetainInput() {
+        return retainInput;
+    }
+
+    @Override
+    public ISearchOperationCallbackFactory getSearchOpCallbackFactory() {
+        return searchOpCallbackFactory;
+    }
+    
+    @Override
+    public IModificationOperationCallbackFactory getModificationOpCallbackFactory() {
+        return modificationOpCallbackFactory;
+    }
+
+    @Override
+    public ITupleFilterFactory getTupleFilterFactory() {
+        return tupleFilterFactory;
+    }
+    
+    @Override
+    public ILocalResourceFactoryProvider getLocalResourceFactoryProvider() {
+        return localResourceFactoryProvider;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/AbstractTreeIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/AbstractTreeIndexOperatorDescriptor.java
index 9f0fbc9..ffcf7a1 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/AbstractTreeIndexOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/AbstractTreeIndexOperatorDescriptor.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2009-2010 by The Regents of the University of California
+ * Copyright 2009-2012 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * you may obtain a copy of the License from
@@ -19,104 +19,57 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceFactoryProvider;
 
-public abstract class AbstractTreeIndexOperatorDescriptor extends
-		AbstractSingleActivityOperatorDescriptor implements
-		ITreeIndexOperatorDescriptor {
+public abstract class AbstractTreeIndexOperatorDescriptor extends AbstractIndexOperatorDescriptor {
 
-	private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 1L;
 
-	protected final IFileSplitProvider fileSplitProvider;
+    protected final ITypeTraits[] typeTraits;
+    protected final IBinaryComparatorFactory[] comparatorFactories;
+    protected final int[] bloomFilterKeyFields;
 
-	protected final IBinaryComparatorFactory[] comparatorFactories;
+    public AbstractTreeIndexOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity, int outputArity,
+            RecordDescriptor recDesc, IStorageManagerInterface storageManager,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields,
+            IIndexDataflowHelperFactory dataflowHelperFactory, ITupleFilterFactory tupleFilterFactory,
+            boolean retainInput, ILocalResourceFactoryProvider localResourceFactoryProvider,
+            ISearchOperationCallbackFactory searchOpCallbackFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, inputArity, outputArity, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider,
+                dataflowHelperFactory, tupleFilterFactory, retainInput, localResourceFactoryProvider,
+                searchOpCallbackFactory, modificationOpCallbackFactory);
+        this.typeTraits = typeTraits;
+        this.comparatorFactories = comparatorFactories;
+        this.bloomFilterKeyFields = bloomFilterKeyFields;
+    }
 
-	protected final IStorageManagerInterface storageManager;
-	protected final IIndexRegistryProvider<IIndex> indexRegistryProvider;
+    public IBinaryComparatorFactory[] getTreeIndexComparatorFactories() {
+        return comparatorFactories;
+    }
 
-	protected final ITypeTraits[] typeTraits;
-	protected final IIndexDataflowHelperFactory dataflowHelperFactory;
-	protected final ITupleFilterFactory tupleFilterFactory;
-	
-	protected final boolean retainInput;
-    protected final IOperationCallbackProvider opCallbackProvider;
+    public ITypeTraits[] getTreeIndexTypeTraits() {
+        return typeTraits;
+    }
 
-	public AbstractTreeIndexOperatorDescriptor(IOperatorDescriptorRegistry spec,
-			int inputArity, int outputArity, RecordDescriptor recDesc,
-			IStorageManagerInterface storageManager,
-			IIndexRegistryProvider<IIndex> indexRegistryProvider,
-			IFileSplitProvider fileSplitProvider,
-			ITypeTraits[] typeTraits,
-			IBinaryComparatorFactory[] comparatorFactories,
-			IIndexDataflowHelperFactory dataflowHelperFactory,
-			ITupleFilterFactory tupleFilterFactory,
-			boolean retainInput, IOperationCallbackProvider opCallbackProvider) {
-		super(spec, inputArity, outputArity);
-		this.fileSplitProvider = fileSplitProvider;
-		this.storageManager = storageManager;
-		this.indexRegistryProvider = indexRegistryProvider;
-		this.typeTraits = typeTraits;
-		this.comparatorFactories = comparatorFactories;
-		this.dataflowHelperFactory = dataflowHelperFactory;
-		this.retainInput = retainInput;
-		this.tupleFilterFactory = tupleFilterFactory;
-        this.opCallbackProvider = opCallbackProvider;
-		if (outputArity > 0) {
-			recordDescriptors[0] = recDesc;
-		}
-	}
+    public int[] getTreeIndexBloomFilterKeyFields() {
+        return bloomFilterKeyFields;
+    }
 
-	@Override
-	public IFileSplitProvider getFileSplitProvider() {
-		return fileSplitProvider;
-	}
+    @Override
+    public boolean getRetainInput() {
+        return retainInput;
+    }
 
-	@Override
-	public IBinaryComparatorFactory[] getTreeIndexComparatorFactories() {
-		return comparatorFactories;
-	}
-
-	@Override
-	public ITypeTraits[] getTreeIndexTypeTraits() {
-		return typeTraits;
-	}
-
-	@Override
-	public IStorageManagerInterface getStorageManager() {
-		return storageManager;
-	}
-
-	@Override
-	public IIndexRegistryProvider<IIndex> getIndexRegistryProvider() {
-		return indexRegistryProvider;
-	}
-
-	@Override
-	public RecordDescriptor getRecordDescriptor() {
-		return recordDescriptors[0];
-	}
-
-	@Override
-	public IIndexDataflowHelperFactory getIndexDataflowHelperFactory() {
-		return dataflowHelperFactory;
-	}
-	
-	@Override
-	public boolean getRetainInput() {
-		return retainInput;
-	}
-	
-	@Override
-	public IOperationCallbackProvider getOpCallbackProvider() {
-	    return opCallbackProvider;
-	}
-	
-	@Override
-	public ITupleFilterFactory getTupleFilterFactory() {
-		return tupleFilterFactory;
-	}
+    @Override
+    public ITupleFilterFactory getTupleFilterFactory() {
+        return tupleFilterFactory;
+    }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndex.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndex.java
deleted file mode 100644
index 64cbd58..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndex.java
+++ /dev/null
@@ -1,112 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-
-/**
- * Interface describing the operations common to all index structures. Indexes
- * implementing this interface can easily reuse existing index operators for
- * dataflow. Users must perform operations on an IIndex via an IIndexAccessor.
- */
-public interface IIndex {
-    /**
-     * Initializes the persistent state of an index, e.g., the root page, and
-     * metadata pages.
-     * 
-     * @param indexFileId
-     *            The file id to use for this index.
-     * @throws HyracksDataException
-     *             If the BufferCache throws while un/pinning or un/latching.
-     */
-    public void create(int indexFileId) throws HyracksDataException;
-
-    /**
-     * Opens the index backed by the given file id.
-     * 
-     * @param indexFileId
-     *            The file id backing this index.
-     */
-    public void open(int indexFileId) throws HyracksDataException;
-
-    /**
-     * Closes the index.
-     */
-    public void close() throws HyracksDataException;
-
-    /**
-     * Creates an index accessor for performing operations on this index.
-     * (insert/delete/update/search/diskorderscan). An IIndexAccessor is not
-     * thread safe, but different IIndexAccessors can concurrently operate
-     * on the same IIndex
-     * 
-     * @returns IIndexAccessor An accessor for this tree.
-     */
-    public IIndexAccessor createAccessor();
-
-    /**
-     * Prepares the index for bulk loading, returning a bulk load context. The
-     * index may require to be empty for bulk loading.
-     * 
-     * @param fillFactor
-     *            Desired fill factor in [0, 1.0].
-     * @throws HyracksDataException
-     *             If the BufferCache throws while un/pinning or un/latching.
-     * @throws IndexException
-     *             For example, if the index was already loaded and only
-     *             supports a single load.
-     * @returns A new context for bulk loading, required for appending tuples.
-     */
-    public IIndexBulkLoadContext beginBulkLoad(float fillFactor) throws IndexException, HyracksDataException;
-
-    /**
-     * Append a tuple to the index in the context of a bulk load.
-     * 
-     * @param tuple
-     *            Tuple to be inserted.
-     * @param ictx
-     *            Existing bulk load context.
-     * @throws HyracksDataException
-     *             If the BufferCache throws while un/pinning or un/latching.
-     */
-    public void bulkLoadAddTuple(ITupleReference tuple, IIndexBulkLoadContext ictx) throws HyracksDataException;
-
-    /**
-     * Finalize the bulk loading operation in the given context.
-     * 
-     * @param ictx
-     *            Existing bulk load context to be finalized.
-     * @throws HyracksDataException
-     *             If the BufferCache throws while un/pinning or un/latching.
-     */
-    public void endBulkLoad(IIndexBulkLoadContext ictx) throws HyracksDataException;
-
-    /**
-     * @return BufferCache underlying this index.
-     */
-    public IBufferCache getBufferCache();
-
-    /**
-     * @return An enum of the concrete type of this index.
-     */
-    public IndexType getIndexType();
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexDataflowHelperFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexDataflowHelperFactory.java
index ddca470..71760c9 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexDataflowHelperFactory.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexDataflowHelperFactory.java
@@ -18,8 +18,9 @@
 import java.io.Serializable;
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexDataflowHelper;
 
 public interface IIndexDataflowHelperFactory extends Serializable {
-    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc,
+    public IIndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc,
             final IHyracksTaskContext ctx, int partition);
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexOperatorDescriptor.java
index e37d374..6193414 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexOperatorDescriptor.java
@@ -18,21 +18,31 @@
 import edu.uci.ics.hyracks.api.dataflow.IActivity;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceFactoryProvider;
 
 public interface IIndexOperatorDescriptor extends IActivity {
     public IFileSplitProvider getFileSplitProvider();
 
     public IStorageManagerInterface getStorageManager();
 
-    public IIndexRegistryProvider<IIndex> getIndexRegistryProvider();    
-    
+    public IIndexLifecycleManagerProvider getLifecycleManagerProvider();
+
     public RecordDescriptor getRecordDescriptor();
-    
+
     public IIndexDataflowHelperFactory getIndexDataflowHelperFactory();
-    
+
     public boolean getRetainInput();
+
+    public ISearchOperationCallbackFactory getSearchOpCallbackFactory();
     
-    public IOperationCallbackProvider getOpCallbackProvider();
+    public IModificationOperationCallbackFactory getModificationOpCallbackFactory();
+    
+    public ITupleFilterFactory getTupleFilterFactory();
+    
+    public ILocalResourceFactoryProvider getLocalResourceFactoryProvider();
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexRegistryProvider.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexRegistryProvider.java
deleted file mode 100644
index ed20de0..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IIndexRegistryProvider.java
+++ /dev/null
@@ -1,24 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
-
-import java.io.Serializable;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-
-public interface IIndexRegistryProvider<IndexType> extends Serializable {
-	public IndexRegistry<IndexType> getRegistry(IHyracksTaskContext ctx);
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexBulkLoadOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexBulkLoadOperatorNodePushable.java
new file mode 100644
index 0000000..1b6271d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexBulkLoadOperatorNodePushable.java
@@ -0,0 +1,99 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.common.dataflow;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
+
+public class IndexBulkLoadOperatorNodePushable extends AbstractUnaryInputSinkOperatorNodePushable {
+    private final IIndexOperatorDescriptor opDesc;
+    private final IHyracksTaskContext ctx;
+    private final float fillFactor;
+    private final boolean verifyInput;
+    private final long numElementsHint;
+    private final IIndexDataflowHelper indexHelper;
+    private FrameTupleAccessor accessor;
+    private IIndex index;
+    private IIndexBulkLoader bulkLoader;
+    private IRecordDescriptorProvider recDescProvider;
+    private PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
+
+    public IndexBulkLoadOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            int[] fieldPermutation, float fillFactor, boolean verifyInput, long numElementsHint,
+            IRecordDescriptorProvider recordDescProvider) {
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+        this.fillFactor = fillFactor;
+        this.verifyInput = verifyInput;
+        this.numElementsHint = numElementsHint;
+        this.recDescProvider = recordDescProvider;
+        tuple.setFieldPermutation(fieldPermutation);
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        RecordDescriptor recDesc = recDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
+        accessor = new FrameTupleAccessor(ctx.getFrameSize(), recDesc);
+        indexHelper.open();
+        index = indexHelper.getIndexInstance();
+        try {
+            bulkLoader = index.createBulkLoader(fillFactor, verifyInput, numElementsHint);
+        } catch (Exception e) {
+            indexHelper.close();
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            tuple.reset(accessor, i);
+            try {
+                bulkLoader.add(tuple);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        try {
+            bulkLoader.end();
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        } finally {
+            indexHelper.close();
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexCreateOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexCreateOperatorNodePushable.java
new file mode 100644
index 0000000..f965f01
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexCreateOperatorNodePushable.java
@@ -0,0 +1,54 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.dataflow;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexDataflowHelper;
+
+public class IndexCreateOperatorNodePushable extends AbstractOperatorNodePushable {
+    private final IIndexDataflowHelper indexHelper;
+
+    public IndexCreateOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition) {
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+    }
+
+    @Override
+    public int getInputArity() {
+        return 0;
+    }
+
+    @Override
+    public IFrameWriter getInputFrameWriter(int index) {
+        return null;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        indexHelper.create();
+    }
+
+    @Override
+    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDataflowHelper.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDataflowHelper.java
index fa95ce4..e46efff 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDataflowHelper.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDataflowHelper.java
@@ -15,105 +15,132 @@
 
 package edu.uci.ics.hyracks.storage.am.common.dataflow;
 
+import java.io.IOException;
+
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceFactory;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepository;
+import edu.uci.ics.hyracks.storage.common.file.LocalResource;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactory;
 
-public abstract class IndexDataflowHelper {
-    protected IIndex index;
-    protected int indexFileId = -1;
+public abstract class IndexDataflowHelper implements IIndexDataflowHelper {
 
-    protected final int partition;
     protected final IIndexOperatorDescriptor opDesc;
     protected final IHyracksTaskContext ctx;
+    protected final IIndexLifecycleManager lcManager;
+    protected final ILocalResourceRepository localResourceRepository;
+    protected final ResourceIdFactory resourceIdFactory;
+    protected final FileReference file;
+    protected final int partition;
+
+    protected IIndex index;
 
     public IndexDataflowHelper(IIndexOperatorDescriptor opDesc, final IHyracksTaskContext ctx, int partition) {
         this.opDesc = opDesc;
         this.ctx = ctx;
+        this.lcManager = opDesc.getLifecycleManagerProvider().getLifecycleManager(ctx);
+        this.localResourceRepository = opDesc.getStorageManager().getLocalResourceRepository(ctx);
+        this.resourceIdFactory = opDesc.getStorageManager().getResourceIdFactory(ctx);
         this.partition = partition;
+        this.file = opDesc.getFileSplitProvider().getFileSplits()[partition].getLocalFile();
     }
 
-    public void init(boolean forceCreate) throws HyracksDataException {
-        IBufferCache bufferCache = opDesc.getStorageManager().getBufferCache(ctx);
-        IFileMapProvider fileMapProvider = opDesc.getStorageManager().getFileMapProvider(ctx);
-        IndexRegistry<IIndex> indexRegistry = opDesc.getIndexRegistryProvider().getRegistry(ctx);
-        FileReference fileRef = getFilereference();
-        int fileId = -1;
-        boolean fileIsMapped = false;
-        synchronized (fileMapProvider) {
-            fileIsMapped = fileMapProvider.isMapped(fileRef);
-            if (!fileIsMapped) {
-                bufferCache.createFile(fileRef);
-            }
-            fileId = fileMapProvider.lookupFileId(fileRef);
-            try {
-                // Also creates the file if it doesn't exist yet.
-                bufferCache.openFile(fileId);
-            } catch (HyracksDataException e) {
-                // Revert state of buffer cache since file failed to open.
-                if (!fileIsMapped) {
-                    bufferCache.deleteFile(fileId, false);
-                }
-                throw e;
-            }
-        }
-        // Only set indexFileId member after openFile() succeeds.
-        indexFileId = fileId;
-        // Create new index instance and register it.
-        synchronized (indexRegistry) {
-            // Check if the index has already been registered.
-            boolean register = false;
-            index = indexRegistry.get(indexFileId);
-            if (index == null) {
-                index = createIndexInstance();
-                register = true;
-            }
-            if (forceCreate) {
-                index.create(indexFileId);
-            }
-            index.open(indexFileId);
-            if (register) {
-                indexRegistry.register(indexFileId, index);
-            }
-        }
-    }
+    protected abstract IIndex createIndexInstance() throws HyracksDataException;
 
-    public abstract IIndex createIndexInstance() throws HyracksDataException;
-
-    public FileReference getFilereference() {
-        IFileSplitProvider fileSplitProvider = opDesc.getFileSplitProvider();
-        return fileSplitProvider.getFileSplits()[partition].getLocalFile();
-    }
-
-    public void deinit() throws HyracksDataException {
-        if (indexFileId != -1) {
-            IBufferCache bufferCache = opDesc.getStorageManager().getBufferCache(ctx);
-            bufferCache.closeFile(indexFileId);
-            indexFileId = -1;
-        }
-    }
-
-    public IIndex getIndex() {
+    public IIndex getIndexInstance() {
         return index;
     }
 
-    public IHyracksTaskContext getHyracksTaskContext() {
+    public void create() throws HyracksDataException {
+        synchronized (lcManager) {
+            long resourceID = getResourceID();
+            index = lcManager.getIndex(resourceID);
+            if (index != null) {
+                lcManager.unregister(resourceID);
+            } else {
+                index = createIndexInstance();
+            }
+
+            // The previous resource ID needs to be removed since calling IIndex.create() may possibly destroy 
+            // any physical artifact that the LocalResourceRepository is managing (e.g. a file containing the resource ID). 
+            // Once the index has been created, a new resource ID can be generated.
+            if (resourceID != -1) {
+                localResourceRepository.deleteResourceByName(file.getFile().getPath());
+            }
+            index.create();
+            try {
+                //TODO Create LocalResource through LocalResourceFactory interface
+                resourceID = resourceIdFactory.createId();
+                ILocalResourceFactory localResourceFactory = opDesc.getLocalResourceFactoryProvider()
+                        .getLocalResourceFactory();
+                localResourceRepository.insert(localResourceFactory.createLocalResource(resourceID, file.getFile()
+                        .getPath(), partition));
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+            lcManager.register(resourceID, index);
+        }
+    }
+
+    public void open() throws HyracksDataException {
+        synchronized (lcManager) {
+            long resourceID = getResourceID();
+
+            if (resourceID == -1) {
+                throw new HyracksDataException("Index does not have a valid resource ID. Has it been created yet?");
+            }
+
+            index = lcManager.getIndex(resourceID);
+            if (index == null) {
+                index = createIndexInstance();
+                lcManager.register(resourceID, index);
+            }
+            lcManager.open(resourceID);
+        }
+    }
+
+    public void close() throws HyracksDataException {
+        synchronized (lcManager) {
+            lcManager.close(getResourceID());
+        }
+    }
+
+    public void destroy() throws HyracksDataException {
+        synchronized (lcManager) {
+            long resourceID = getResourceID();
+            index = lcManager.getIndex(resourceID);
+            if (index != null) {
+                lcManager.unregister(resourceID);
+            } else {
+                index = createIndexInstance();
+            }
+
+            if (resourceID != -1) {
+                localResourceRepository.deleteResourceByName(file.getFile().getPath());
+            }
+            index.destroy();
+        }
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public long getResourceID() throws HyracksDataException {
+        LocalResource localResource = localResourceRepository.getResourceByName(file.getFile().getPath());
+        if (localResource == null) {
+            return -1;
+        } else {
+            return localResource.getResourceId();
+        }
+    }
+
+    public IHyracksTaskContext getTaskContext() {
         return ctx;
     }
-
-    public IIndexOperatorDescriptor getOperatorDescriptor() {
-        return opDesc;
-    }
-
-    public int getIndexFileId() {
-        return indexFileId;
-    }
-
-    public IOperationCallbackProvider getOpCallbackProvider() {
-        return opDesc.getOpCallbackProvider();
-    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDropOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDropOperatorDescriptor.java
new file mode 100644
index 0000000..6f890d7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDropOperatorDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class IndexDropOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public IndexDropOperatorDescriptor(IOperatorDescriptorRegistry spec, IStorageManagerInterface storageManager,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            IIndexDataflowHelperFactory dataflowHelperFactory) {
+        // TODO: providing the type traits below is a hack to allow:
+        // 1) Type traits not to be specified when creating the drop operator
+        // 2) The LSMRTreeDataflowHelper to get acceptable type traits
+        // This should eventually not be *hacked*, but I don't know the proper fix yet. -zheilbron
+        super(spec, 0, 0, null, storageManager, lifecycleManagerProvider, fileSplitProvider, new ITypeTraits[] {
+                IntegerPointable.TYPE_TRAITS, IntegerPointable.TYPE_TRAITS }, new IBinaryComparatorFactory[] { null }, null,
+                dataflowHelperFactory, null, false, NoOpLocalResourceFactoryProvider.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new IndexDropOperatorNodePushable(this, ctx, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDropOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDropOperatorNodePushable.java
new file mode 100644
index 0000000..73bed72
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexDropOperatorNodePushable.java
@@ -0,0 +1,55 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.dataflow;
+
+import edu.uci.ics.hyracks.api.comm.IFrameWriter;
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexDataflowHelper;
+
+public class IndexDropOperatorNodePushable extends AbstractOperatorNodePushable {
+    private final IIndexDataflowHelper indexHelper;
+
+    public IndexDropOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+    }
+
+    @Override
+    public int getInputArity() {
+        return 0;
+    }
+
+    @Override
+    public IFrameWriter getInputFrameWriter(int index) {
+        return null;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        indexHelper.destroy();
+    }
+
+    @Override
+    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexInsertUpdateDeleteOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexInsertUpdateDeleteOperatorNodePushable.java
new file mode 100644
index 0000000..059f42a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexInsertUpdateDeleteOperatorNodePushable.java
@@ -0,0 +1,144 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.common.dataflow;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilter;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
+
+public class IndexInsertUpdateDeleteOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
+    protected final IIndexOperatorDescriptor opDesc;
+    protected final IHyracksTaskContext ctx;
+    protected final IIndexDataflowHelper indexHelper;
+    protected final IRecordDescriptorProvider recordDescProvider;
+    protected final IndexOperation op;
+    protected final PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
+    protected FrameTupleAccessor accessor;
+    protected FrameTupleReference frameTuple;
+    protected ByteBuffer writeBuffer;
+    protected IIndexAccessor indexAccessor;
+    protected ITupleFilter tupleFilter;
+    protected IModificationOperationCallback modCallback;
+
+    public IndexInsertUpdateDeleteOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, int[] fieldPermutation, IRecordDescriptorProvider recordDescProvider, IndexOperation op) {
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+        this.recordDescProvider = recordDescProvider;
+        this.op = op;
+        tuple.setFieldPermutation(fieldPermutation);
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        RecordDescriptor inputRecDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
+        accessor = new FrameTupleAccessor(ctx.getFrameSize(), inputRecDesc);
+        writeBuffer = ctx.allocateFrame();
+        writer.open();
+        indexHelper.open();
+        IIndex index = indexHelper.getIndexInstance();
+        try {
+            modCallback = opDesc.getModificationOpCallbackFactory().createModificationOperationCallback(
+                    indexHelper.getResourceID(), index, ctx);
+            indexAccessor = index.createAccessor(modCallback, NoOpOperationCallback.INSTANCE);
+            ITupleFilterFactory tupleFilterFactory = opDesc.getTupleFilterFactory();
+            if (tupleFilterFactory != null) {
+                tupleFilter = tupleFilterFactory.createTupleFilter(indexHelper.getTaskContext());
+                frameTuple = new FrameTupleReference();
+            }
+        } catch (Exception e) {
+            indexHelper.close();
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            try {
+                if (tupleFilter != null) {
+                    frameTuple.reset(accessor, i);
+                    if (!tupleFilter.accept(frameTuple)) {
+                        continue;
+                    }
+                }
+                tuple.reset(accessor, i);
+
+                switch (op) {
+                    case INSERT: {
+                        indexAccessor.insert(tuple);
+                        break;
+                    }
+                    case UPDATE: {
+                        indexAccessor.update(tuple);
+                        break;
+                    }
+                    case UPSERT: {
+                        indexAccessor.upsert(tuple);
+                        break;
+                    }
+                    case DELETE: {
+                        indexAccessor.delete(tuple);
+                        break;
+                    }
+                    default: {
+                        throw new HyracksDataException("Unsupported operation " + op
+                                + " in tree index InsertUpdateDelete operator");
+                    }
+                }
+            } catch (HyracksDataException e) {
+                throw e;
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        // Pass a copy of the frame to next op.
+        System.arraycopy(buffer.array(), 0, writeBuffer.array(), 0, buffer.capacity());
+        FrameUtils.flushFrame(writeBuffer, writer);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        try {
+            writer.close();
+        } finally {
+            indexHelper.close();
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        writer.fail();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexLifecycleManager.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexLifecycleManager.java
new file mode 100644
index 0000000..197aecc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexLifecycleManager.java
@@ -0,0 +1,181 @@
+package edu.uci.ics.hyracks.storage.am.common.dataflow;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
+
+public class IndexLifecycleManager implements IIndexLifecycleManager {
+    private static final long DEFAULT_MEMORY_BUDGET = 1024 * 1024 * 100; // 100 megabytes
+
+    private final Map<Long, IndexInfo> indexInfos;
+    private final long memoryBudget;
+
+    private long memoryUsed;
+
+    public IndexLifecycleManager() {
+        this(DEFAULT_MEMORY_BUDGET);
+    }
+
+    public IndexLifecycleManager(long memoryBudget) {
+        this.indexInfos = new HashMap<Long, IndexInfo>();
+        this.memoryBudget = memoryBudget;
+        this.memoryUsed = 0;
+    }
+
+    private boolean evictCandidateIndex() throws HyracksDataException {
+        // Why min()? As a heuristic for eviction, we will take an open index (an index consuming memory) 
+        // that is not being used (refcount == 0) and has been least recently used. The sort order defined 
+        // for IndexInfo maintains this. See IndexInfo.compareTo().
+        IndexInfo info = Collections.min(indexInfos.values());
+        if (info.referenceCount != 0 || !info.isOpen) {
+            return false;
+        }
+
+        info.index.deactivate();
+        memoryUsed -= info.index.getMemoryAllocationSize();
+        info.isOpen = false;
+
+        return true;
+    }
+
+    @Override
+    public IIndex getIndex(long resourceID) {
+        IndexInfo info = indexInfos.get(resourceID);
+        return info == null ? null : info.index;
+    }
+
+    @Override
+    public void register(long resourceID, IIndex index) throws HyracksDataException {
+        if (indexInfos.containsKey(resourceID)) {
+            throw new HyracksDataException("Index with resource ID " + resourceID + " already exists.");
+        }
+
+        indexInfos.put(resourceID, new IndexInfo(index));
+    }
+
+    @Override
+    public void unregister(long resourceID) throws HyracksDataException {
+        IndexInfo info = indexInfos.remove(resourceID);
+        if (info == null) {
+            throw new HyracksDataException("Index with resource ID " + resourceID + " does not exist.");
+        }
+
+        if (info.referenceCount != 0) {
+            indexInfos.put(resourceID, info);
+            throw new HyracksDataException("Cannot remove index while it is open.");
+        }
+
+        if (info.isOpen) {
+            info.index.deactivate();
+            memoryUsed -= info.index.getMemoryAllocationSize();
+        }
+    }
+
+    @Override
+    public void open(long resourceID) throws HyracksDataException {
+        IndexInfo info = indexInfos.get(resourceID);
+        if (info == null) {
+            throw new HyracksDataException("Failed to open index with resource ID " + resourceID
+                    + " since it does not exist.");
+        }
+
+        long inMemorySize = info.index.getMemoryAllocationSize();
+        while (memoryUsed + inMemorySize > memoryBudget) {
+            if (!evictCandidateIndex()) {
+                throw new HyracksDataException("Cannot activate index since memory budget would be exceeded.");
+            }
+        }
+
+        if (!info.isOpen) {
+            info.index.activate();
+            info.isOpen = true;
+            memoryUsed += inMemorySize;
+        }
+        info.touch();
+    }
+
+    @Override
+    public void close(long resourceID) {
+        indexInfos.get(resourceID).untouch();
+    }
+
+    private class IndexInfo implements Comparable<IndexInfo> {
+        private final IIndex index;
+        private int referenceCount;
+        private long lastAccess;
+        private boolean isOpen;
+
+        public IndexInfo(IIndex index) {
+            this.index = index;
+            this.lastAccess = -1;
+            this.referenceCount = 0;
+            this.isOpen = false;
+        }
+
+        public void touch() {
+            lastAccess = System.currentTimeMillis();
+            referenceCount++;
+        }
+
+        public void untouch() {
+            lastAccess = System.currentTimeMillis();
+            referenceCount--;
+        }
+
+        @Override
+        public int compareTo(IndexInfo i) {
+            // sort by (isOpen, referenceCount, lastAccess) ascending, where true < false
+            //
+            // Example sort order:
+            // -------------------
+            // (F, 0, 70)       <-- largest
+            // (F, 0, 60)
+            // (T, 10, 80)
+            // (T, 10, 70)
+            // (T, 9, 90)
+            // (T, 0, 100)      <-- smallest
+            if (isOpen && !i.isOpen) {
+                return -1;
+            } else if (!isOpen && i.isOpen) {
+                return 1;
+            } else {
+                if (referenceCount < i.referenceCount) {
+                    return -1;
+                } else if (referenceCount > i.referenceCount) {
+                    return 1;
+                } else {
+                    if (lastAccess < i.lastAccess) {
+                        return -1;
+                    } else if (lastAccess > i.lastAccess) {
+                        return 1;
+                    } else {
+                        return 0;
+                    }
+                }
+            }
+
+        }
+
+        public String toString() {
+            return "{index: " + index + ", isOpen: " + isOpen + ", refCount: " + referenceCount + ", lastAccess: "
+                    + lastAccess + "}";
+        }
+    }
+
+    @Override
+    public List<IIndex> getOpenIndexes() {
+        List<IIndex> openIndexes = new ArrayList<IIndex>();
+        for (IndexInfo i : indexInfos.values()) {
+            if (i.isOpen) {
+                openIndexes.add(i.index);
+            }
+        }
+        return openIndexes;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java
new file mode 100644
index 0000000..98beea2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java
@@ -0,0 +1,165 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.common.dataflow;
+
+import java.io.DataOutput;
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+
+public abstract class IndexSearchOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
+    protected final IIndexOperatorDescriptor opDesc;
+    protected final IHyracksTaskContext ctx;
+    protected final IIndexDataflowHelper indexHelper;
+    protected FrameTupleAccessor accessor;
+
+    protected ByteBuffer writeBuffer;
+    protected FrameTupleAppender appender;
+    protected ArrayTupleBuilder tb;
+    protected DataOutput dos;
+
+    protected IIndex index;
+    protected ISearchPredicate searchPred;
+    protected IIndexCursor cursor;
+    protected IIndexAccessor indexAccessor;
+
+    protected final RecordDescriptor inputRecDesc;
+    protected final boolean retainInput;
+    protected FrameTupleReference frameTuple;
+
+    public IndexSearchOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            IRecordDescriptorProvider recordDescProvider) {
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+        this.retainInput = opDesc.getRetainInput();
+        this.inputRecDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
+    }
+
+    protected abstract ISearchPredicate createSearchPredicate();
+
+    protected abstract void resetSearchPredicate(int tupleIndex);
+
+    protected IIndexCursor createCursor() {
+        return indexAccessor.createSearchCursor();
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        accessor = new FrameTupleAccessor(ctx.getFrameSize(), inputRecDesc);
+        writer.open();
+        indexHelper.open();
+        index = indexHelper.getIndexInstance();
+        try {
+            searchPred = createSearchPredicate();
+            writeBuffer = ctx.allocateFrame();
+            tb = new ArrayTupleBuilder(recordDesc.getFieldCount());
+            dos = tb.getDataOutput();
+            appender = new FrameTupleAppender(ctx.getFrameSize());
+            appender.reset(writeBuffer, true);
+            ISearchOperationCallback searchCallback = opDesc.getSearchOpCallbackFactory()
+                    .createSearchOperationCallback(indexHelper.getResourceID(), ctx);
+            indexAccessor = index.createAccessor(NoOpOperationCallback.INSTANCE, searchCallback);
+            cursor = createCursor();
+            if (retainInput) {
+                frameTuple = new FrameTupleReference();
+            }
+        } catch (Exception e) {
+            indexHelper.close();
+            throw new HyracksDataException(e);
+        }
+    }
+
+    protected void writeSearchResults(int tupleIndex) throws Exception {
+        while (cursor.hasNext()) {
+            tb.reset();
+            cursor.next();
+            if (retainInput) {
+                frameTuple.reset(accessor, tupleIndex);
+                for (int i = 0; i < frameTuple.getFieldCount(); i++) {
+                    dos.write(frameTuple.getFieldData(i), frameTuple.getFieldStart(i), frameTuple.getFieldLength(i));
+                    tb.addFieldEndOffset();
+                }
+            }
+            ITupleReference tuple = cursor.getTuple();
+            for (int i = 0; i < tuple.getFieldCount(); i++) {
+                dos.write(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+                tb.addFieldEndOffset();
+            }
+            if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                FrameUtils.flushFrame(writeBuffer, writer);
+                appender.reset(writeBuffer, true);
+                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                    throw new IllegalStateException();
+                }
+            }
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+        try {
+            for (int i = 0; i < tupleCount; i++) {
+                resetSearchPredicate(i);
+                cursor.reset();
+                indexAccessor.search(cursor, searchPred);
+                writeSearchResults(i);
+            }
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        try {
+            if (appender.getTupleCount() > 0) {
+                FrameUtils.flushFrame(writeBuffer, writer);
+            }
+            writer.close();
+            try {
+                cursor.close();
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+        } finally {
+            indexHelper.close();
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        writer.fail();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/PermutingFrameTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/PermutingFrameTupleReference.java
deleted file mode 100644
index 0b296f0..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/PermutingFrameTupleReference.java
+++ /dev/null
@@ -1,65 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
-
-import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-public class PermutingFrameTupleReference implements IFrameTupleReference {
-	private IFrameTupleAccessor fta;
-	private int tIndex;
-	private int[] fieldPermutation;
-
-	public void setFieldPermutation(int[] fieldPermutation) {
-		this.fieldPermutation = fieldPermutation;
-	}
-
-	public void reset(IFrameTupleAccessor fta, int tIndex) {
-		this.fta = fta;
-		this.tIndex = tIndex;
-	}
-
-	@Override
-	public IFrameTupleAccessor getFrameTupleAccessor() {
-		return fta;
-	}
-
-	@Override
-	public int getTupleIndex() {
-		return tIndex;
-	}
-
-	@Override
-	public int getFieldCount() {
-		return fieldPermutation.length;
-	}
-
-	@Override
-	public byte[] getFieldData(int fIdx) {
-		return fta.getBuffer().array();
-	}
-
-	@Override
-	public int getFieldStart(int fIdx) {
-		return fta.getTupleStartOffset(tIndex) + fta.getFieldSlotsLength()
-				+ fta.getFieldStartOffset(tIndex, fieldPermutation[fIdx]);
-	}
-
-	@Override
-	public int getFieldLength(int fIdx) {
-		return fta.getFieldLength(tIndex, fieldPermutation[fIdx]);
-	}
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorDescriptor.java
index 0020089..f7f57e6 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorDescriptor.java
@@ -22,8 +22,11 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
 
 public class TreeIndexBulkLoadOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
 
@@ -31,22 +34,30 @@
 
     private final int[] fieldPermutation;
     private final float fillFactor;
+    private final boolean verifyInput;
+    private final long numElementsHint;
 
-    public TreeIndexBulkLoadOperatorDescriptor(IOperatorDescriptorRegistry spec, IStorageManagerInterface storageManager,
-            IIndexRegistryProvider<IIndex> indexRegistryProvider, IFileSplitProvider fileSplitProvider,
-            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories, int[] fieldPermutation,
-            float fillFactor, IIndexDataflowHelperFactory dataflowHelperFactory,
-            IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 1, 0, null, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, dataflowHelperFactory, null, false, opCallbackProvider);
+    public TreeIndexBulkLoadOperatorDescriptor(IOperatorDescriptorRegistry spec,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] fieldPermutation,
+            float fillFactor, boolean verifyInput, long numElementsHint,
+            IIndexDataflowHelperFactory dataflowHelperFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, 1, 0, null, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, null, false,
+                NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE,
+                modificationOpCallbackFactory);
         this.fieldPermutation = fieldPermutation;
         this.fillFactor = fillFactor;
+        this.verifyInput = verifyInput;
+        this.numElementsHint = numElementsHint;
     }
 
     @Override
     public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
             IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
-        return new TreeIndexBulkLoadOperatorNodePushable(this, ctx, partition, fieldPermutation,
-                fillFactor, recordDescProvider);
+        return new IndexBulkLoadOperatorNodePushable(this, ctx, partition, fieldPermutation, fillFactor, verifyInput,
+                numElementsHint, recordDescProvider);
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorNodePushable.java
deleted file mode 100644
index a2d78a4..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorNodePushable.java
+++ /dev/null
@@ -1,90 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
-
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
-
-public class TreeIndexBulkLoadOperatorNodePushable extends AbstractUnaryInputSinkOperatorNodePushable {
-    private float fillFactor;
-    private final TreeIndexDataflowHelper treeIndexHelper;
-    private FrameTupleAccessor accessor;
-    private IIndexBulkLoadContext bulkLoadCtx;
-    private ITreeIndex treeIndex;
-
-    private IRecordDescriptorProvider recordDescProvider;
-
-    private PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
-
-    public TreeIndexBulkLoadOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
-            int partition, int[] fieldPermutation, float fillFactor, IRecordDescriptorProvider recordDescProvider) {
-        treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(
-                opDesc, ctx, partition);
-        this.fillFactor = fillFactor;
-        this.recordDescProvider = recordDescProvider;
-        tuple.setFieldPermutation(fieldPermutation);
-    }
-
-    @Override
-    public void open() throws HyracksDataException {
-        AbstractTreeIndexOperatorDescriptor opDesc = (AbstractTreeIndexOperatorDescriptor) treeIndexHelper
-                .getOperatorDescriptor();
-        RecordDescriptor recDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
-        accessor = new FrameTupleAccessor(treeIndexHelper.getHyracksTaskContext().getFrameSize(), recDesc);
-        try {
-            treeIndexHelper.init(false);
-            treeIndex = (ITreeIndex) treeIndexHelper.getIndex();
-            treeIndex.open(treeIndexHelper.getIndexFileId());
-            bulkLoadCtx = treeIndex.beginBulkLoad(fillFactor);
-        } catch (Exception e) {
-            // cleanup in case of failure
-            treeIndexHelper.deinit();
-            throw new HyracksDataException(e);
-        }
-    }
-
-    @Override
-    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-        accessor.reset(buffer);
-        int tupleCount = accessor.getTupleCount();
-        for (int i = 0; i < tupleCount; i++) {
-            tuple.reset(accessor, i);
-            treeIndex.bulkLoadAddTuple(tuple, bulkLoadCtx);
-        }
-    }
-
-    @Override
-    public void close() throws HyracksDataException {
-        try {
-            treeIndex.endBulkLoad(bulkLoadCtx);
-        } catch (Exception e) {
-            throw new HyracksDataException(e);
-        } finally {
-            treeIndexHelper.deinit();
-        }
-    }
-
-    @Override
-    public void fail() throws HyracksDataException {
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorDescriptor.java
index 075a6a4..8b7e81d 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorDescriptor.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2009-2010 by The Regents of the University of California
+ * Copyright 2009-2012 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * you may obtain a copy of the License from
@@ -22,24 +22,30 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceFactoryProvider;
 
 public class TreeIndexCreateOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
 
     private static final long serialVersionUID = 1L;
 
     public TreeIndexCreateOperatorDescriptor(IOperatorDescriptorRegistry spec, IStorageManagerInterface storageManager,
-            IIndexRegistryProvider<IIndex> indexRegistryProvider, IFileSplitProvider fileSplitProvider,
-            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories,
-            IIndexDataflowHelperFactory dataflowHelperFactory, IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 0, 0, null, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, dataflowHelperFactory, null, false, opCallbackProvider);
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields,
+            IIndexDataflowHelperFactory dataflowHelperFactory,
+            ILocalResourceFactoryProvider localResourceFactoryProvider,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, 0, 0, null, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, null, false,
+                localResourceFactoryProvider, NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackFactory);
     }
 
     @Override
     public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
             IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
-        return new TreeIndexCreateOperatorNodePushable(this, ctx, partition);
+        return new IndexCreateOperatorNodePushable(this, ctx, partition);
     }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorNodePushable.java
deleted file mode 100644
index 21348a0..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorNodePushable.java
+++ /dev/null
@@ -1,59 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
-
-import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
-
-public class TreeIndexCreateOperatorNodePushable extends AbstractOperatorNodePushable {
-    protected final TreeIndexDataflowHelper treeIndexHelper;
-
-    public TreeIndexCreateOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
-            int partition) {
-        treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(
-                opDesc, ctx, partition);
-    }
-
-    @Override
-    public void deinitialize() throws HyracksDataException {
-    }
-
-    @Override
-    public int getInputArity() {
-        return 0;
-    }
-
-    @Override
-    public IFrameWriter getInputFrameWriter(int index) {
-        return null;
-    }
-
-    @Override
-    public void initialize() throws HyracksDataException {
-        try {
-        	treeIndexHelper.init(true);
-        } finally {
-        	treeIndexHelper.deinit();
-        }
-    }
-
-    @Override
-    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDataflowHelper.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDataflowHelper.java
index 10d1077..711dfe0 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDataflowHelper.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDataflowHelper.java
@@ -17,22 +17,17 @@
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
-import edu.uci.ics.hyracks.storage.am.common.impls.TreeDiskOrderScanCursor;
+import edu.uci.ics.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
 
 public abstract class TreeIndexDataflowHelper extends IndexDataflowHelper {
-    protected ITreeIndexOperatorDescriptor treeOpDesc;
 
     public TreeIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition) {
         super(opDesc, ctx, partition);
-        this.treeOpDesc = (ITreeIndexOperatorDescriptor) opDesc;
     }
 
-    public abstract ITreeIndex createIndexInstance() throws HyracksDataException;
-
     public ITreeIndexCursor createDiskOrderScanCursor(ITreeIndexFrame leafFrame) throws HyracksDataException {
-        return new TreeDiskOrderScanCursor(leafFrame);
+        return new TreeIndexDiskOrderScanCursor(leafFrame);
     }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorDescriptor.java
index 324485e..a8644e4 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorDescriptor.java
@@ -22,19 +22,23 @@
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
 
 public class TreeIndexDiskOrderScanOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
 
     private static final long serialVersionUID = 1L;
 
     public TreeIndexDiskOrderScanOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> indexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
             IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
-            IIndexDataflowHelperFactory dataflowHelperFactory, IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 0, 1, recDesc, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits, null,
-                dataflowHelperFactory, null, false, opCallbackProvider);
+            IIndexDataflowHelperFactory dataflowHelperFactory, ISearchOperationCallbackFactory searchOpCallbackProvider) {
+        super(spec, 0, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits, null, null,
+                dataflowHelperFactory, null, false, NoOpLocalResourceFactoryProvider.INSTANCE,
+                searchOpCallbackProvider, NoOpOperationCallbackFactory.INSTANCE);
     }
 
     @Override
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorNodePushable.java
index d02a570..a861af7 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorNodePushable.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorNodePushable.java
@@ -24,36 +24,44 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 
 public class TreeIndexDiskOrderScanOperatorNodePushable extends AbstractUnaryOutputSourceOperatorNodePushable {
+    private final AbstractTreeIndexOperatorDescriptor opDesc;
+    private final IHyracksTaskContext ctx;
     private final TreeIndexDataflowHelper treeIndexHelper;
     private ITreeIndex treeIndex;
 
     public TreeIndexDiskOrderScanOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc,
             IHyracksTaskContext ctx, int partition) {
-        treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(
-                opDesc, ctx, partition);
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory()
+                .createIndexDataflowHelper(opDesc, ctx, partition);
     }
 
     @Override
     public void initialize() throws HyracksDataException {
+        treeIndexHelper.open();
+        treeIndex = (ITreeIndex) treeIndexHelper.getIndexInstance();
         try {
-            treeIndexHelper.init(false);
-            treeIndex = (ITreeIndex) treeIndexHelper.getIndex();
             ITreeIndexFrame cursorFrame = treeIndex.getLeafFrameFactory().createFrame();
             ITreeIndexCursor cursor = treeIndexHelper.createDiskOrderScanCursor(cursorFrame);
-            ITreeIndexAccessor indexAccessor = (ITreeIndexAccessor) treeIndex.createAccessor();
+            ISearchOperationCallback searchCallback = opDesc.getSearchOpCallbackFactory().createSearchOperationCallback(
+                    treeIndexHelper.getResourceID(), ctx);
+            ITreeIndexAccessor indexAccessor = (ITreeIndexAccessor) treeIndex.createAccessor(
+                    NoOpOperationCallback.INSTANCE, searchCallback);
             writer.open();
             try {
                 indexAccessor.diskOrderScan(cursor);
                 int fieldCount = treeIndex.getFieldCount();
-                ByteBuffer frame = treeIndexHelper.getHyracksTaskContext().allocateFrame();
-                FrameTupleAppender appender = new FrameTupleAppender(treeIndexHelper.getHyracksTaskContext()
-                        .getFrameSize());
+                ByteBuffer frame = ctx.allocateFrame();
+                FrameTupleAppender appender = new FrameTupleAppender(ctx.getFrameSize());
                 appender.reset(frame, true);
                 ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
                 DataOutput dos = tb.getDataOutput();
@@ -87,13 +95,13 @@
                 writer.close();
             }
         } catch (Exception e) {
-            deinitialize();
+            treeIndexHelper.close();
             throw new HyracksDataException(e);
         }
     }
 
     @Override
     public void deinitialize() throws HyracksDataException {
-        treeIndexHelper.deinit();
+        treeIndexHelper.close();
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDropOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDropOperatorDescriptor.java
deleted file mode 100644
index 7c58031..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDropOperatorDescriptor.java
+++ /dev/null
@@ -1,52 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-
-public class TreeIndexDropOperatorDescriptor extends
-		AbstractSingleActivityOperatorDescriptor {
-
-	private static final long serialVersionUID = 1L;
-
-	private IStorageManagerInterface storageManager;
-	private IIndexRegistryProvider<IIndex> treeIndexRegistryProvider;
-	private IFileSplitProvider fileSplitProvider;
-
-	public TreeIndexDropOperatorDescriptor(IOperatorDescriptorRegistry spec,
-			IStorageManagerInterface storageManager,
-			IIndexRegistryProvider<IIndex> treeIndexRegistryProvider,
-			IFileSplitProvider fileSplitProvider) {
-		super(spec, 0, 0);
-		this.storageManager = storageManager;
-		this.treeIndexRegistryProvider = treeIndexRegistryProvider;
-		this.fileSplitProvider = fileSplitProvider;
-	}
-
-	@Override
-	public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
-			IRecordDescriptorProvider recordDescProvider,
-			int partition, int nPartitions) {
-		return new TreeIndexDropOperatorNodePushable(ctx, storageManager,
-				treeIndexRegistryProvider, fileSplitProvider, partition);
-	}
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDropOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDropOperatorNodePushable.java
deleted file mode 100644
index 5f3c0b5..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexDropOperatorNodePushable.java
+++ /dev/null
@@ -1,103 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
-
-import java.util.logging.Level;
-import java.util.logging.Logger;
-
-import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-
-public class TreeIndexDropOperatorNodePushable extends AbstractOperatorNodePushable {
-    private static final Logger LOGGER = Logger.getLogger(TreeIndexDropOperatorNodePushable.class.getName());
-
-    private final IHyracksTaskContext ctx;
-    private IIndexRegistryProvider<IIndex> treeIndexRegistryProvider;
-    private IStorageManagerInterface storageManager;
-    private IFileSplitProvider fileSplitProvider;
-    private int partition;
-
-    public TreeIndexDropOperatorNodePushable(IHyracksTaskContext ctx, IStorageManagerInterface storageManager,
-            IIndexRegistryProvider<IIndex> treeIndexRegistryProvider, IFileSplitProvider fileSplitProvider,
-            int partition) {
-        this.ctx = ctx;
-        this.storageManager = storageManager;
-        this.treeIndexRegistryProvider = treeIndexRegistryProvider;
-        this.fileSplitProvider = fileSplitProvider;
-        this.partition = partition;
-    }
-
-    @Override
-    public void deinitialize() throws HyracksDataException {
-    }
-
-    @Override
-    public int getInputArity() {
-        return 0;
-    }
-
-    @Override
-    public IFrameWriter getInputFrameWriter(int index) {
-        return null;
-    }
-
-    @Override
-    public void initialize() throws HyracksDataException {
-        try {
-            IndexRegistry<IIndex> treeIndexRegistry = treeIndexRegistryProvider.getRegistry(ctx);
-            IBufferCache bufferCache = storageManager.getBufferCache(ctx);
-            IFileMapProvider fileMapProvider = storageManager.getFileMapProvider(ctx);
-
-            FileReference f = fileSplitProvider.getFileSplits()[partition].getLocalFile();
-            int indexFileId = -1;
-            synchronized (fileMapProvider) {
-                boolean fileIsMapped = fileMapProvider.isMapped(f);
-                if (!fileIsMapped) {
-                    throw new HyracksDataException("Cannot drop Tree with name " + f.toString()
-                            + ". No file mapping exists.");
-                }
-                indexFileId = fileMapProvider.lookupFileId(f);
-            }
-            // Unregister tree instance.
-            synchronized (treeIndexRegistry) {
-                treeIndexRegistry.unregister(indexFileId);
-            }
-
-            // remove name to id mapping
-            bufferCache.deleteFile(indexFileId, false);
-        }
-        // TODO: for the time being we don't throw,
-        // with proper exception handling (no hanging job problem) we should
-        // throw
-        catch (Exception e) {
-            if (LOGGER.isLoggable(Level.WARNING)) {
-                LOGGER.warning("Tree Drop Operator Failed Due To Exception: " + e.getMessage());
-            }
-        }
-    }
-
-    @Override
-    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorDescriptor.java
index a615386..84e6090 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorDescriptor.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2009-2010 by The Regents of the University of California
+ * Copyright 2009-2012 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * you may obtain a copy of the License from
@@ -23,26 +23,31 @@
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
 
 public class TreeIndexInsertUpdateDeleteOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
 
     private static final long serialVersionUID = 1L;
 
     private final int[] fieldPermutation;
-
-    private IndexOp op;
+    private final IndexOperation op;
 
     public TreeIndexInsertUpdateDeleteOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> indexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
             IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
-            IBinaryComparatorFactory[] comparatorFactories, int[] fieldPermutation, IndexOp op,
-            IIndexDataflowHelperFactory dataflowHelperFactory, ITupleFilterFactory tupleFilterFactory, IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 1, 1, recDesc, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, dataflowHelperFactory, tupleFilterFactory, false, opCallbackProvider);
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] fieldPermutation,
+            IndexOperation op, IIndexDataflowHelperFactory dataflowHelperFactory,
+            ITupleFilterFactory tupleFilterFactory, IModificationOperationCallbackFactory modificationOpCallbackProvider) {
+        super(spec, 1, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, tupleFilterFactory, false,
+                NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE,
+                modificationOpCallbackProvider);
         this.fieldPermutation = fieldPermutation;
         this.op = op;
     }
@@ -50,7 +55,7 @@
     @Override
     public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
             IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
-        return new TreeIndexInsertUpdateDeleteOperatorNodePushable(this, ctx, partition, fieldPermutation,
+        return new IndexInsertUpdateDeleteOperatorNodePushable(this, ctx, partition, fieldPermutation,
                 recordDescProvider, op);
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorNodePushable.java
deleted file mode 100644
index e05568f..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorNodePushable.java
+++ /dev/null
@@ -1,137 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
-
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
-import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilter;
-import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
-
-public class TreeIndexInsertUpdateDeleteOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
-    private final TreeIndexDataflowHelper treeIndexHelper;
-    private FrameTupleAccessor accessor;
-    private final IRecordDescriptorProvider recordDescProvider;
-    private final IndexOp op;
-    private final PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
-    private FrameTupleReference frameTuple;
-    private ByteBuffer writeBuffer;
-    private IIndexAccessor indexAccessor;
-    private ITupleFilter tupleFilter;
-
-    public TreeIndexInsertUpdateDeleteOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc,
-            IHyracksTaskContext ctx, int partition, int[] fieldPermutation,
-            IRecordDescriptorProvider recordDescProvider, IndexOp op) {
-        treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(
-                opDesc, ctx, partition);
-        this.recordDescProvider = recordDescProvider;
-        this.op = op;
-        tuple.setFieldPermutation(fieldPermutation);
-    }
-
-    @Override
-    public void open() throws HyracksDataException {
-        AbstractTreeIndexOperatorDescriptor opDesc = (AbstractTreeIndexOperatorDescriptor) treeIndexHelper
-                .getOperatorDescriptor();
-        RecordDescriptor inputRecDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
-        accessor = new FrameTupleAccessor(treeIndexHelper.getHyracksTaskContext().getFrameSize(), inputRecDesc);
-        writeBuffer = treeIndexHelper.getHyracksTaskContext().allocateFrame();
-        writer.open();
-        try {
-            treeIndexHelper.init(false);
-            ITreeIndex treeIndex = (ITreeIndex) treeIndexHelper.getIndex();
-            indexAccessor = treeIndex.createAccessor();
-            ITupleFilterFactory tupleFilterFactory = opDesc.getTupleFilterFactory();
-            if (tupleFilterFactory != null) {
-                tupleFilter = tupleFilterFactory.createTupleFilter(treeIndexHelper.ctx);
-                frameTuple = new FrameTupleReference();
-            }
-        } catch (Exception e) {
-            // cleanup in case of failure
-            treeIndexHelper.deinit();
-            throw new HyracksDataException(e);
-        }
-    }
-
-    @Override
-    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-        accessor.reset(buffer);
-        int tupleCount = accessor.getTupleCount();
-        for (int i = 0; i < tupleCount; i++) {
-            try {
-                if (tupleFilter != null) {
-                    frameTuple.reset(accessor, i);
-                    if (!tupleFilter.accept(frameTuple)) {
-                        continue;
-                    }
-                }
-                tuple.reset(accessor, i);
-                switch (op) {
-                    case INSERT: {
-                        indexAccessor.insert(tuple);
-                        break;
-                    }
-                    case UPDATE: {
-                        indexAccessor.update(tuple);
-                        break;
-                    }
-                    case UPSERT: {
-                        indexAccessor.upsert(tuple);
-                        break;
-                    }
-                    case DELETE: {
-                        indexAccessor.delete(tuple);
-                        break;
-                    }
-                    default: {
-                        throw new HyracksDataException("Unsupported operation " + op
-                                + " in tree index InsertUpdateDelete operator");
-                    }
-                }
-            } catch (HyracksDataException e) {
-                throw e;
-            } catch (Exception e) {
-                throw new HyracksDataException(e);
-            }
-        }
-        // Pass a copy of the frame to next op.
-        System.arraycopy(buffer.array(), 0, writeBuffer.array(), 0, buffer.capacity());
-        FrameUtils.flushFrame(writeBuffer, writer);
-    }
-
-    @Override
-    public void close() throws HyracksDataException {
-        try {
-            writer.close();
-        } finally {
-            treeIndexHelper.deinit();
-        }
-    }
-
-    @Override
-    public void fail() throws HyracksDataException {
-        writer.fail();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexSearchOperatorNodePushable.java
deleted file mode 100644
index 5c19483..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexSearchOperatorNodePushable.java
+++ /dev/null
@@ -1,160 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
-
-import java.io.DataOutput;
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
-import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
-
-public abstract class TreeIndexSearchOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
-    protected final TreeIndexDataflowHelper treeIndexHelper;
-    protected FrameTupleAccessor accessor;
-
-    protected ByteBuffer writeBuffer;
-    protected FrameTupleAppender appender;
-    protected ArrayTupleBuilder tb;
-    protected DataOutput dos;
-
-    protected ITreeIndex treeIndex;
-    protected ISearchPredicate searchPred;
-    protected IIndexCursor cursor;
-    protected ITreeIndexFrame cursorFrame;
-    protected IIndexAccessor indexAccessor;
-
-    protected final RecordDescriptor inputRecDesc;
-    protected final boolean retainInput;
-    protected FrameTupleReference frameTuple;
-
-    public TreeIndexSearchOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
-            int partition, IRecordDescriptorProvider recordDescProvider) {
-        treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(
-                opDesc, ctx, partition);
-        this.retainInput = treeIndexHelper.getOperatorDescriptor().getRetainInput();
-        inputRecDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
-    }
-
-    protected abstract ISearchPredicate createSearchPredicate();
-
-    protected abstract void resetSearchPredicate(int tupleIndex);
-
-    protected IIndexCursor createCursor() {
-        return indexAccessor.createSearchCursor();
-    }
-
-    @Override
-    public void open() throws HyracksDataException {
-        accessor = new FrameTupleAccessor(treeIndexHelper.getHyracksTaskContext().getFrameSize(), inputRecDesc);
-        writer.open();
-        try {        	
-            treeIndexHelper.init(false);
-            treeIndex = (ITreeIndex) treeIndexHelper.getIndex();
-            cursorFrame = treeIndex.getLeafFrameFactory().createFrame();
-            searchPred = createSearchPredicate();
-            writeBuffer = treeIndexHelper.getHyracksTaskContext().allocateFrame();
-            tb = new ArrayTupleBuilder(recordDesc.getFieldCount());
-            dos = tb.getDataOutput();
-            appender = new FrameTupleAppender(treeIndexHelper.getHyracksTaskContext().getFrameSize());
-            appender.reset(writeBuffer, true);
-            indexAccessor = treeIndex.createAccessor();
-            cursor = createCursor();
-            if (retainInput) {
-            	frameTuple = new FrameTupleReference();
-            }
-        } catch (Exception e) {
-            treeIndexHelper.deinit();
-            throw new HyracksDataException(e);
-        }
-    }
-
-    protected void writeSearchResults(int tupleIndex) throws Exception {
-        while (cursor.hasNext()) {
-            tb.reset();
-            cursor.next();
-            if (retainInput) {
-            	frameTuple.reset(accessor, tupleIndex);
-                for (int i = 0; i < frameTuple.getFieldCount(); i++) {
-                	dos.write(frameTuple.getFieldData(i), frameTuple.getFieldStart(i), frameTuple.getFieldLength(i));
-                    tb.addFieldEndOffset();
-                }
-            }
-            ITupleReference tuple = cursor.getTuple();
-            for (int i = 0; i < tuple.getFieldCount(); i++) {
-                dos.write(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
-                tb.addFieldEndOffset();
-            }
-            if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
-                FrameUtils.flushFrame(writeBuffer, writer);
-                appender.reset(writeBuffer, true);
-                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
-                    throw new IllegalStateException();
-                }
-            }
-        }
-    }
-
-    @Override
-    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-        accessor.reset(buffer);
-        int tupleCount = accessor.getTupleCount();
-        try {
-            for (int i = 0; i < tupleCount; i++) {
-                resetSearchPredicate(i);
-                cursor.reset();
-                indexAccessor.search(cursor, searchPred);
-                writeSearchResults(i);
-            }
-        } catch (Exception e) {
-            throw new HyracksDataException(e);
-        }
-    }
-
-    @Override
-    public void close() throws HyracksDataException {
-        try {
-            if (appender.getTupleCount() > 0) {
-                FrameUtils.flushFrame(writeBuffer, writer);
-            }
-            writer.close();
-            try {
-                cursor.close();
-            } catch (Exception e) {
-                throw new HyracksDataException(e);
-            }
-        } finally {
-            treeIndexHelper.deinit();
-        }
-    }
-
-    @Override
-    public void fail() throws HyracksDataException {
-        writer.fail();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorDescriptor.java
index 6bf0983..b589f96 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorDescriptor.java
@@ -24,8 +24,11 @@
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
 
 public class TreeIndexStatsOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
 
@@ -34,11 +37,13 @@
             new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE });
 
     public TreeIndexStatsOperatorDescriptor(IOperatorDescriptorRegistry spec, IStorageManagerInterface storageManager,
-            IIndexRegistryProvider<IIndex> indexRegistryProvider, IFileSplitProvider fileSplitProvider,
-            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories,
-            IIndexDataflowHelperFactory dataflowHelperFactory, IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 0, 1, recDesc, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, dataflowHelperFactory, null, false, opCallbackProvider);
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields,
+            IIndexDataflowHelperFactory dataflowHelperFactory, ISearchOperationCallbackFactory searchOpCallbackProvider) {
+        super(spec, 0, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, null, false,
+                NoOpLocalResourceFactoryProvider.INSTANCE, searchOpCallbackProvider,
+                NoOpOperationCallbackFactory.INSTANCE);
     }
 
     @Override
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorNodePushable.java
index 50486f2..09d357d 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorNodePushable.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorNodePushable.java
@@ -29,17 +29,21 @@
 import edu.uci.ics.hyracks.storage.am.common.util.TreeIndexStats;
 import edu.uci.ics.hyracks.storage.am.common.util.TreeIndexStatsGatherer;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
 public class TreeIndexStatsOperatorNodePushable extends AbstractUnaryOutputSourceOperatorNodePushable {
-    private final TreeIndexDataflowHelper treeIndexHelper;
+    private final AbstractTreeIndexOperatorDescriptor opDesc;
     private final IHyracksTaskContext ctx;
+    private final TreeIndexDataflowHelper treeIndexHelper;
     private TreeIndexStatsGatherer statsGatherer;
 
     public TreeIndexStatsOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
             int partition) {
-        treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(
-                opDesc, ctx, partition);
+        this.opDesc = opDesc;
         this.ctx = ctx;
+        this.treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory()
+                .createIndexDataflowHelper(opDesc, ctx, partition);
+
     }
 
     @Override
@@ -53,13 +57,15 @@
 
     @Override
     public void initialize() throws HyracksDataException {
+        treeIndexHelper.open();
+        ITreeIndex treeIndex = (ITreeIndex) treeIndexHelper.getIndexInstance();
         try {
             writer.open();
-            treeIndexHelper.init(false);
-            ITreeIndex treeIndex = (ITreeIndex) treeIndexHelper.getIndex();
-            IBufferCache bufferCache = treeIndexHelper.getOperatorDescriptor().getStorageManager().getBufferCache(ctx);
-            statsGatherer = new TreeIndexStatsGatherer(bufferCache, treeIndex.getFreePageManager(),
-                    treeIndexHelper.getIndexFileId(), treeIndex.getRootPageId());
+            IBufferCache bufferCache = opDesc.getStorageManager().getBufferCache(ctx);
+            IFileMapProvider fileMapProvider = opDesc.getStorageManager().getFileMapProvider(ctx);
+            int indexFileId = fileMapProvider.lookupFileId(treeIndexHelper.getFileReference());
+            statsGatherer = new TreeIndexStatsGatherer(bufferCache, treeIndex.getFreePageManager(), indexFileId,
+                    treeIndex.getRootPageId());
             TreeIndexStats stats = statsGatherer.gatherStats(treeIndex.getLeafFrameFactory().createFrame(), treeIndex
                     .getInteriorFrameFactory().createFrame(), treeIndex.getFreePageManager().getMetaDataFrameFactory()
                     .createFrame());
@@ -77,13 +83,10 @@
             }
             FrameUtils.flushFrame(frame, writer);
         } catch (Exception e) {
-            try {
-                treeIndexHelper.deinit();
-            } finally {
-                writer.fail();
-            }
+            writer.fail();
         } finally {
             writer.close();
+            treeIndexHelper.close();
         }
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenThread.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenThread.java
index e8d3d56..6fff620 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenThread.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenThread.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.io.IOException;
@@ -23,7 +38,8 @@
     private TupleBatch[] tupleBatches;
     private int ringPos;
     
-    public DataGenThread(int numConsumers, int maxNumBatches, int batchSize, ISerializerDeserializer[] fieldSerdes, int payloadSize, int rndSeed, int maxOutstandingBatches, boolean sorted) {
+    public DataGenThread(int numConsumers, int maxNumBatches, int batchSize, ISerializerDeserializer[] fieldSerdes,
+            int payloadSize, int rndSeed, int maxOutstandingBatches, boolean sorted) {
         this.maxNumBatches = maxNumBatches;
         this.maxOutstandingBatches = maxOutstandingBatches;
         rnd = new Random(rndSeed);
@@ -36,6 +52,19 @@
         ringPos = 0;
     }
     
+    public DataGenThread(int numConsumers, int maxNumBatches, int batchSize, ISerializerDeserializer[] fieldSerdes,
+            IFieldValueGenerator[] fieldGens, int rndSeed, int maxOutstandingBatches) {
+        this.maxNumBatches = maxNumBatches;
+        this.maxOutstandingBatches = maxOutstandingBatches;
+        rnd = new Random(rndSeed);
+        tupleBatches = new TupleBatch[maxOutstandingBatches];
+        for (int i = 0; i < maxOutstandingBatches; i++) {
+            tupleBatches[i] = new TupleBatch(batchSize, fieldGens, fieldSerdes, 0);
+        }
+        tupleBatchQueue = new LinkedBlockingQueue<TupleBatch>(maxOutstandingBatches);
+        ringPos = 0;
+    }
+    
     @Override
     public void run() {
         while(numBatches < maxNumBatches) {
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenUtils.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenUtils.java
index fdbaa3e..b3914e6 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenUtils.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenUtils.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;
@@ -32,7 +47,6 @@
         } else if (serde instanceof UTF8StringSerializerDeserializer) {
             return new StringFieldValueGenerator(20, rnd);
         }
-        System.out.println("NULL");
         return null;
     }
     
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java
new file mode 100644
index 0000000..b12bb7d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java
@@ -0,0 +1,99 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.datagen;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+public class DocumentStringFieldValueGenerator implements IFieldValueGenerator<String> {
+    private final String FIRST_NAMES_FILE = "dist.all.first.cleaned";
+    private final String LAST_NAMES_FILE = "dist.all.last.cleaned";
+
+    private final int docMinWords;
+    private final int docMaxWords;
+    private final int maxDictionarySize;
+    private final Random rnd;
+    private int[] cumulIntRanges;
+
+    private List<String> tokenDict = new ArrayList<String>();
+
+    public DocumentStringFieldValueGenerator(int docMinWords, int docMaxWords, int maxDictionarySize, Random rnd)
+            throws IOException {
+        this.docMinWords = docMinWords;
+        this.docMaxWords = docMaxWords;
+        this.maxDictionarySize = maxDictionarySize;
+        this.rnd = rnd;
+        initDictionary();
+        double[] zipfProbDist = ProbabilityHelper.getZipfProbDist(tokenDict.size(), 1);
+        cumulIntRanges = ProbabilityHelper.getCumulIntRanges(zipfProbDist);
+    }
+
+    private void initDictionary() throws IOException {
+        String line;
+        int count = 0;
+
+        // Read first names from data file.
+        InputStream firstNamesIn = this.getClass().getClassLoader().getResourceAsStream(FIRST_NAMES_FILE);
+        BufferedReader firstNamesReader = new BufferedReader(new InputStreamReader(firstNamesIn));
+        try {
+            while (count < maxDictionarySize && (line = firstNamesReader.readLine()) != null) {
+                tokenDict.add(line.trim());
+                count++;
+            }
+        } finally {
+            firstNamesReader.close();
+        }
+
+        // Read last names from data file.
+        InputStream lastNamesIn = this.getClass().getClassLoader().getResourceAsStream(LAST_NAMES_FILE);
+        BufferedReader lastNamesReader = new BufferedReader(new InputStreamReader(lastNamesIn));
+        try {
+            while (count < maxDictionarySize && (line = lastNamesReader.readLine()) != null) {
+                tokenDict.add(line.trim());
+                count++;
+            }
+        } finally {
+            lastNamesReader.close();
+        }
+    }
+
+    @Override
+    public String next() {
+        StringBuilder strBuilder = new StringBuilder();
+        int numWords = Math.abs(rnd.nextInt()) % (docMaxWords - docMinWords + 1) + docMinWords;
+        for (int i = 0; i < numWords; i++) {
+            int ix = ProbabilityHelper.choose(cumulIntRanges, rnd.nextInt());
+            strBuilder.append(tokenDict.get(ix));
+            if (i != numWords - 1) {
+                strBuilder.append(" ");
+            }
+        }
+        return strBuilder.toString();
+    }
+
+    public List<String> getTokenDictionary() {
+        return tokenDict;
+    }
+
+    @Override
+    public void reset() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java
index fcac93a..c98c249 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;
@@ -13,4 +28,8 @@
     public Double next() {
         return rnd.nextDouble();
     }
+
+    @Override
+    public void reset() {
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java
index 6f21c77..7c3ff81 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;
@@ -13,4 +28,8 @@
     public Float next() {
         return rnd.nextFloat();
     }
+
+    @Override
+    public void reset() {
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IFieldValueGenerator.java
index ee0d30b..dfeead6 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IFieldValueGenerator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IFieldValueGenerator.java
@@ -1,5 +1,21 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 public interface IFieldValueGenerator<T> {
     public T next();
+    public void reset();
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java
index 134b1f7..cd6e2a6 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;
@@ -13,4 +28,8 @@
     public Integer next() {
         return rnd.nextInt();
     }
+
+    @Override
+    public void reset() {
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java
new file mode 100644
index 0000000..6b86278
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java
@@ -0,0 +1,97 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.datagen;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+public class PersonNameFieldValueGenerator implements IFieldValueGenerator<String> {
+    private final String FIRST_NAMES_FILE = "dist.all.first.cleaned";
+    private final String LAST_NAMES_FILE = "dist.all.last.cleaned";
+
+    private final Random rnd;
+    private final double middleInitialProb;
+    private final String letters = "ABCDEFGHIJKLMNOPQRSTUVWXYZ";
+
+    private List<String> firstNames = new ArrayList<String>();
+    private List<String> lastNames = new ArrayList<String>();
+
+    public PersonNameFieldValueGenerator(Random rnd, double middleInitialProb)
+            throws IOException {
+        this.rnd = rnd;
+        this.middleInitialProb = middleInitialProb;
+        initNames();
+    }
+
+    private void initNames() throws IOException {
+        String line;
+
+        // Read first names from data file.
+        InputStream firstNamesIn = this.getClass().getClassLoader().getResourceAsStream(FIRST_NAMES_FILE);
+        BufferedReader firstNamesReader = new BufferedReader(new InputStreamReader(firstNamesIn));
+        try {
+            while ((line = firstNamesReader.readLine()) != null) {
+                firstNames.add(line.trim());
+            }
+        } finally {
+            firstNamesReader.close();
+        }
+
+        // Read last names from data file.
+        InputStream lastNamesIn = this.getClass().getClassLoader().getResourceAsStream(LAST_NAMES_FILE);
+        BufferedReader lastNamesReader = new BufferedReader(new InputStreamReader(lastNamesIn));
+        try {
+            while ((line = lastNamesReader.readLine()) != null) {
+                lastNames.add(line.trim());
+            }
+        } finally {
+            lastNamesReader.close();
+        }
+    }
+
+    @Override
+    public String next() {
+        StringBuilder strBuilder = new StringBuilder();
+
+        // First name.
+        int fix = Math.abs(rnd.nextInt()) % firstNames.size();
+        strBuilder.append(firstNames.get(fix));
+        strBuilder.append(" ");
+        
+        // Optional middle initial.
+        double d = Math.abs(rnd.nextDouble());
+        if (d <= middleInitialProb) {
+            int mix = Math.abs(rnd.nextInt()) % letters.length();
+            strBuilder.append(letters.charAt(mix));
+            strBuilder.append(". ");
+        }
+        
+        // Last name.
+        int lix = Math.abs(rnd.nextInt()) % lastNames.size();
+        strBuilder.append(lastNames.get(lix));
+        
+        return strBuilder.toString();
+    }
+
+    @Override
+    public void reset() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/ProbabilityHelper.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/ProbabilityHelper.java
new file mode 100644
index 0000000..1674681
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/ProbabilityHelper.java
@@ -0,0 +1,64 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.datagen;
+
+import java.util.Arrays;
+
+public class ProbabilityHelper {
+    public static double[] getUniformProbDist(int numChoices) {
+        double[] probDist = new double[numChoices];
+        for (int i = 0; i < numChoices; i++) {
+            probDist[i] = 1.0 / (double) numChoices;
+        }
+        return probDist;
+    }
+
+    public static double[] getZipfProbDist(int numChoices, int zipfSkew) {
+        double[] probDist = new double[numChoices];
+        double divisor = 0;
+        for (int i = 1; i <= numChoices; i++) {
+            divisor += 1.0 / (double) Math.pow((double) i, (double) zipfSkew);
+        }
+        for (int i = 1; i <= numChoices; i++) {
+            probDist[i - 1] = (1.0 / (double) Math.pow((double) i, (double) zipfSkew)) / divisor;
+        }
+        return probDist;
+    }
+
+    public static int[] getCumulIntRanges(double[] probDist) {
+        int[] opRanges = new int[probDist.length];
+        if (opRanges.length > 1) {
+            opRanges[0] = (int) Math.floor(Integer.MAX_VALUE * probDist[0]);
+            for (int i = 1; i < opRanges.length - 1; i++) {
+                opRanges[i] = opRanges[i - 1] + (int) Math.floor(Integer.MAX_VALUE * probDist[i]);
+            }
+            opRanges[opRanges.length - 1] = Integer.MAX_VALUE;
+        } else {
+            opRanges[0] = Integer.MAX_VALUE;
+        }
+        return opRanges;
+    }
+
+    public static int choose(int[] cumulIntRanges, int randomInt) {
+        int rndVal = Math.abs(randomInt);
+        int ix = Arrays.binarySearch(cumulIntRanges, rndVal);
+        if (ix < 0) {
+            ix = -ix - 1;
+        }
+        return ix;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java
index 4193811..e93b8de 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java
@@ -1,17 +1,41 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 public class SortedDoubleFieldValueGenerator implements IFieldValueGenerator<Double> {
-    private double val = 0.0d;
-
+    private double val;
+    private final double startVal;
+    
     public SortedDoubleFieldValueGenerator() {
+        startVal = 0.0d;
+        reset();
     }
     
     public SortedDoubleFieldValueGenerator(double startVal) {
-        val = startVal;
+        this.startVal = startVal;
+        reset();
     }
     
     @Override
     public Double next() {
         return val++;
     }
+
+    @Override
+    public void reset() {
+        val = startVal;        
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java
index 1f6b315..fb163e1 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java
@@ -1,17 +1,41 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 public class SortedFloatFieldValueGenerator implements IFieldValueGenerator<Float> {
     private float val = 0.0f;
-
+    private final float startVal;
+    
     public SortedFloatFieldValueGenerator() {
+        startVal = 0.0f;
+        reset();
     }
     
     public SortedFloatFieldValueGenerator(float startVal) {
-        val = startVal;
+        this.startVal = startVal;
+        reset();
     }
     
     @Override
     public Float next() {
         return val++;
     }
+
+    @Override
+    public void reset() {
+        val = startVal;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java
index 8f7fdcf..a036772 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java
@@ -1,17 +1,41 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 public class SortedIntegerFieldValueGenerator implements IFieldValueGenerator<Integer> {
     private int val = 0;
+    private final int startVal;
 
     public SortedIntegerFieldValueGenerator() {
+        startVal = 0;
+        reset();
     }
     
     public SortedIntegerFieldValueGenerator(int startVal) {
-        val = startVal;
+        this.startVal = startVal;
+        reset();
     }
     
     @Override
     public Integer next() {
         return val++;
     }
+
+    @Override
+    public void reset() {
+        val = startVal;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java
index 0218542..6bf01a4 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;
@@ -24,4 +39,8 @@
         }
         return strBuilder.toString();
     }
+
+    @Override
+    public void reset() {
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleBatch.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleBatch.java
index bfa523f..375aeb0 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleBatch.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleBatch.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.io.IOException;
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleGenerator.java
index 2801205..d0a1062 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleGenerator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.io.DataOutput;
@@ -48,4 +63,18 @@
     public ITupleReference get() {
         return tuple;
     }
+    
+    public void reset() {
+        for (IFieldValueGenerator fieldGen : fieldGens) {
+            fieldGen.reset();
+        }
+    }
+    
+    public ISerializerDeserializer[] getFieldSerdes() {
+        return fieldSerdes;
+    }
+    
+    public IFieldValueGenerator[] getFieldGens() {
+        return fieldGens;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/frames/LIFOMetaDataFrame.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/frames/LIFOMetaDataFrame.java
index 31c674d..1b8bc15 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/frames/LIFOMetaDataFrame.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/frames/LIFOMetaDataFrame.java
@@ -36,6 +36,7 @@
 	protected static final int levelOff = maxPageOff + 12; //20
 	protected static final int nextPageOff = levelOff + 1; // 21
 	protected static final int validOff = nextPageOff + 4; // 25
+	protected static final int lsnOff = validOff + 4; // 29
 
 	protected ICachedPage page = null;
 	protected ByteBuffer buf = null;
@@ -101,7 +102,7 @@
 	@Override
 	public void initBuffer(byte level) {
 		buf.putInt(tupleCountOff, 0);
-		buf.putInt(freeSpaceOff, validOff + 4);
+		buf.putInt(freeSpaceOff, lsnOff + 4);
 		//buf.putInt(maxPageOff, -1);
 		buf.put(levelOff, level);
 		buf.putInt(nextPageOff, -1);
@@ -131,4 +132,14 @@
             buf.putInt(validOff, 0);
         }
     }
+
+    @Override
+    public long getLSN() {
+        return buf.getLong(lsnOff);
+    }
+
+    @Override
+    public void setLSN(long lsn) {
+        buf.putLong(lsnOff, lsn);
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/frames/TreeIndexNSMFrame.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/frames/TreeIndexNSMFrame.java
index e2e28fd..31ce573 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/frames/TreeIndexNSMFrame.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/frames/TreeIndexNSMFrame.java
@@ -111,7 +111,7 @@
         resetSpaceParams();
         int tupleCount = buf.getInt(tupleCountOff);
         int freeSpace = buf.getInt(freeSpaceOff);
-		// Sort the slots by the tuple offset they point to.
+        // Sort the slots by the tuple offset they point to.
         ArrayList<SlotOffTupleOff> sortedTupleOffs = new ArrayList<SlotOffTupleOff>();
         sortedTupleOffs.ensureCapacity(tupleCount);
         for (int i = 0; i < tupleCount; i++) {
@@ -121,7 +121,7 @@
         }
         Collections.sort(sortedTupleOffs);
         // Iterate over the sorted slots, and move their corresponding tuples to
-     	// the left, reclaiming free space.
+        // the left, reclaiming free space.
         for (int i = 0; i < sortedTupleOffs.size(); i++) {
             int tupleOff = sortedTupleOffs.get(i).tupleOff;
             frameTuple.resetByTupleOffset(buf, tupleOff);
@@ -132,7 +132,7 @@
             slotManager.setSlot(sortedTupleOffs.get(i).slotOff, freeSpace);
             freeSpace += tupleLength;
         }
-		// Update contiguous free space pointer and total free space indicator.
+        // Update contiguous free space pointer and total free space indicator.
         buf.putInt(freeSpaceOff, freeSpace);
         buf.putInt(totalFreeSpaceOff, buf.capacity() - freeSpace - tupleCount * slotManager.getSlotSize());
         return false;
@@ -159,7 +159,7 @@
     public FrameOpSpaceStatus hasSpaceInsert(ITupleReference tuple) {
         int bytesRequired = tupleWriter.bytesRequired(tuple);
         // Enough space in the contiguous space region?
-        if (bytesRequired + slotManager.getSlotSize() <= buf.capacity() - buf.getInt(freeSpaceOff) 
+        if (bytesRequired + slotManager.getSlotSize() <= buf.capacity() - buf.getInt(freeSpaceOff)
                 - (buf.getInt(tupleCountOff) * slotManager.getSlotSize())) {
             return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
         }
@@ -172,23 +172,24 @@
 
     @Override
     public FrameOpSpaceStatus hasSpaceUpdate(ITupleReference newTuple, int oldTupleIndex) {
-    	frameTuple.resetByTupleIndex(this, oldTupleIndex);
-    	int oldTupleBytes = frameTuple.getTupleSize();
-    	int newTupleBytes = tupleWriter.bytesRequired(newTuple);
-    	int additionalBytesRequired = newTupleBytes - oldTupleBytes;
-    	// Enough space for an in-place update?
-    	if (additionalBytesRequired <= 0) {
-    		return FrameOpSpaceStatus.SUFFICIENT_INPLACE_SPACE;
-    	}
-    	// Enough space if we delete the old tuple and insert the new one without compaction? 
-    	if (newTupleBytes <= buf.capacity() - buf.getInt(freeSpaceOff)
+        frameTuple.resetByTupleIndex(this, oldTupleIndex);
+        int oldTupleBytes = frameTuple.getTupleSize();
+        int newTupleBytes = tupleWriter.bytesRequired(newTuple);
+        int additionalBytesRequired = newTupleBytes - oldTupleBytes;
+        // Enough space for an in-place update?
+        if (additionalBytesRequired <= 0) {
+            return FrameOpSpaceStatus.SUFFICIENT_INPLACE_SPACE;
+        }
+        // Enough space if we delete the old tuple and insert the new one
+        // without compaction?
+        if (newTupleBytes <= buf.capacity() - buf.getInt(freeSpaceOff)
                 - (buf.getInt(tupleCountOff) * slotManager.getSlotSize())) {
-    		return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
-    	}
-    	// Enough space if we delete the old tuple and compact?
-    	if (additionalBytesRequired <= buf.getInt(totalFreeSpaceOff)) {
-    		return FrameOpSpaceStatus.SUFFICIENT_SPACE;
-    	}
+            return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
+        }
+        // Enough space if we delete the old tuple and compact?
+        if (additionalBytesRequired <= buf.getInt(totalFreeSpaceOff)) {
+            return FrameOpSpaceStatus.SUFFICIENT_SPACE;
+        }
         return FrameOpSpaceStatus.INSUFFICIENT_SPACE;
     }
 
@@ -208,35 +209,36 @@
 
     @Override
     public void update(ITupleReference newTuple, int oldTupleIndex, boolean inPlace) {
-    	frameTuple.resetByTupleIndex(this, oldTupleIndex);
-		int oldTupleBytes = frameTuple.getTupleSize();
-		int slotOff = slotManager.getSlotOff(oldTupleIndex);
-		int bytesWritten = 0;
-    	if (inPlace) {    		
-    		// Overwrite the old tuple in place.
-    		bytesWritten = tupleWriter.writeTuple(newTuple, buf.array(), buf.getInt(slotOff));
-    	} else {
-    		// Insert the new tuple at the end of the free space, and change the slot value (effectively "deleting" the old tuple).
-    		int newTupleOff = buf.getInt(freeSpaceOff);
-    		bytesWritten = tupleWriter.writeTuple(newTuple, buf.array(), newTupleOff);
-    		// Update slot value.
-    		buf.putInt(slotOff, newTupleOff);
-    		// Update contiguous free space pointer.
-    		buf.putInt(freeSpaceOff, newTupleOff + bytesWritten);
-    	}
-    	buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + oldTupleBytes - bytesWritten);
+        frameTuple.resetByTupleIndex(this, oldTupleIndex);
+        int oldTupleBytes = frameTuple.getTupleSize();
+        int slotOff = slotManager.getSlotOff(oldTupleIndex);
+        int bytesWritten = 0;
+        if (inPlace) {
+            // Overwrite the old tuple in place.
+            bytesWritten = tupleWriter.writeTuple(newTuple, buf.array(), buf.getInt(slotOff));
+        } else {
+            // Insert the new tuple at the end of the free space, and change the
+            // slot value (effectively "deleting" the old tuple).
+            int newTupleOff = buf.getInt(freeSpaceOff);
+            bytesWritten = tupleWriter.writeTuple(newTuple, buf.array(), newTupleOff);
+            // Update slot value.
+            buf.putInt(slotOff, newTupleOff);
+            // Update contiguous free space pointer.
+            buf.putInt(freeSpaceOff, newTupleOff + bytesWritten);
+        }
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + oldTupleBytes - bytesWritten);
     }
 
     @Override
     public String printHeader() {
-    	StringBuilder strBuilder = new StringBuilder();
-    	strBuilder.append("pageLsnOff:        " + pageLsnOff + "\n");
-    	strBuilder.append("tupleCountOff:     " + tupleCountOff + "\n");
-    	strBuilder.append("freeSpaceOff:      " + freeSpaceOff + "\n");
-    	strBuilder.append("totalFreeSpaceOff: " + totalFreeSpaceOff + "\n");
-    	strBuilder.append("levelOff:          " + levelOff + "\n");
-    	strBuilder.append("smFlagOff:         " + smFlagOff + "\n");
-    	return strBuilder.toString();
+        StringBuilder strBuilder = new StringBuilder();
+        strBuilder.append("pageLsnOff:        " + pageLsnOff + "\n");
+        strBuilder.append("tupleCountOff:     " + tupleCountOff + "\n");
+        strBuilder.append("freeSpaceOff:      " + freeSpaceOff + "\n");
+        strBuilder.append("totalFreeSpaceOff: " + totalFreeSpaceOff + "\n");
+        strBuilder.append("levelOff:          " + levelOff + "\n");
+        strBuilder.append("smFlagOff:         " + smFlagOff + "\n");
+        return strBuilder.toString();
     }
 
     @Override
@@ -282,14 +284,13 @@
     public ITreeIndexTupleWriter getTupleWriter() {
         return tupleWriter;
     }
-    
+
     @Override
     public ITreeIndexTupleReference createTupleReference() {
-    	return tupleWriter.createTupleReference();
+        return tupleWriter.createTupleReference();
     }
-    
-	public int getFreeContiguousSpace() {
-		return buf.capacity() - getFreeSpaceOff()
-				- (getTupleCount() * slotManager.getSlotSize());
-	}
+
+    public int getFreeContiguousSpace() {
+        return buf.capacity() - getFreeSpaceOff() - (getTupleCount() * slotManager.getSlotSize());
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/freepage/LinkedListFreePageManagerFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/freepage/LinkedListFreePageManagerFactory.java
index 157b563..1c373d5 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/freepage/LinkedListFreePageManagerFactory.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/freepage/LinkedListFreePageManagerFactory.java
@@ -16,19 +16,21 @@
 package edu.uci.ics.hyracks.storage.am.common.freepage;
 
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManagerFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 
-public class LinkedListFreePageManagerFactory {
+public class LinkedListFreePageManagerFactory implements IFreePageManagerFactory {
 
-	private final ITreeIndexMetaDataFrameFactory metaDataFrameFactory;
-	private final IBufferCache bufferCache;
-	
-	public LinkedListFreePageManagerFactory(IBufferCache bufferCache, ITreeIndexMetaDataFrameFactory metaDataFrameFactory) {
-		this.metaDataFrameFactory = metaDataFrameFactory;
-		this.bufferCache = bufferCache;
-	}
-	
+    private final ITreeIndexMetaDataFrameFactory metaDataFrameFactory;
+    private final IBufferCache bufferCache;
+
+    public LinkedListFreePageManagerFactory(IBufferCache bufferCache,
+            ITreeIndexMetaDataFrameFactory metaDataFrameFactory) {
+        this.metaDataFrameFactory = metaDataFrameFactory;
+        this.bufferCache = bufferCache;
+    }
+
     public IFreePageManager createFreePageManager() {
         return new LinkedListFreePageManager(bufferCache, 0, metaDataFrameFactory);
     }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/AbstractTreeIndex.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/AbstractTreeIndex.java
new file mode 100644
index 0000000..9bf4a4f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/AbstractTreeIndex.java
@@ -0,0 +1,359 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.impls;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractTreeIndex implements ITreeIndex {
+
+    protected final static int rootPage = 1;
+
+    protected final IBufferCache bufferCache;
+    protected final IFileMapProvider fileMapProvider;
+    protected final IFreePageManager freePageManager;
+
+    protected final ITreeIndexFrameFactory interiorFrameFactory;
+    protected final ITreeIndexFrameFactory leafFrameFactory;
+
+    protected final IBinaryComparatorFactory[] cmpFactories;
+    protected final int fieldCount;
+
+    protected FileReference file;
+    protected int fileId = -1;
+
+    private boolean isActivated = false;
+
+    public AbstractTreeIndex(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IFreePageManager freePageManager, ITreeIndexFrameFactory interiorFrameFactory,
+            ITreeIndexFrameFactory leafFrameFactory, IBinaryComparatorFactory[] cmpFactories, int fieldCount,
+            FileReference file) {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.freePageManager = freePageManager;
+        this.interiorFrameFactory = interiorFrameFactory;
+        this.leafFrameFactory = leafFrameFactory;
+        this.cmpFactories = cmpFactories;
+        this.fieldCount = fieldCount;
+        this.file = file;
+    }
+
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(file);
+            if (!fileIsMapped) {
+                bufferCache.createFile(file);
+            }
+            fileId = fileMapProvider.lookupFileId(file);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+
+        freePageManager.open(fileId);
+        initEmptyTree();
+        freePageManager.close();
+        bufferCache.closeFile(fileId);
+    }
+
+    private void initEmptyTree() throws HyracksDataException {
+        ITreeIndexFrame frame = leafFrameFactory.createFrame();
+        ITreeIndexMetaDataFrame metaFrame = freePageManager.getMetaDataFrameFactory().createFrame();
+        freePageManager.init(metaFrame, rootPage);
+
+        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), true);
+        rootNode.acquireWriteLatch();
+        try {
+            frame.setPage(rootNode);
+            frame.initBuffer((byte) 0);
+        } finally {
+            rootNode.releaseWriteLatch();
+            bufferCache.unpin(rootNode);
+        }
+    }
+
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            return;
+        }
+
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(file);
+            if (!fileIsMapped) {
+                bufferCache.createFile(file);
+            }
+            fileId = fileMapProvider.lookupFileId(file);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+        freePageManager.open(fileId);
+
+        // TODO: Should probably have some way to check that the tree is physically consistent
+        // or that the file we just opened actually is a tree
+
+        isActivated = true;
+    }
+
+    public synchronized void deactivate() throws HyracksDataException {
+        if (!isActivated) {
+            return;
+        }
+
+        bufferCache.closeFile(fileId);
+        freePageManager.close();
+
+        isActivated = false;
+    }
+
+    public synchronized void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+
+        file.delete();
+        if (fileId == -1) {
+            return;
+        }
+
+        bufferCache.deleteFile(fileId, false);
+        fileId = -1;
+    }
+
+    public synchronized void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+        initEmptyTree();
+    }
+
+    public boolean isEmptyTree(ITreeIndexFrame frame) throws HyracksDataException {
+        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), false);
+        rootNode.acquireReadLatch();
+        try {
+            frame.setPage(rootNode);
+            if (frame.getLevel() == 0 && frame.getTupleCount() == 0) {
+                return true;
+            } else {
+                return false;
+            }
+        } finally {
+            rootNode.releaseReadLatch();
+            bufferCache.unpin(rootNode);
+        }
+    }
+
+    public byte getTreeHeight(ITreeIndexFrame frame) throws HyracksDataException {
+        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), false);
+        rootNode.acquireReadLatch();
+        try {
+            frame.setPage(rootNode);
+            return frame.getLevel();
+        } finally {
+            rootNode.releaseReadLatch();
+            bufferCache.unpin(rootNode);
+        }
+    }
+
+    public int getFileId() {
+        return fileId;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public ITreeIndexFrameFactory getInteriorFrameFactory() {
+        return interiorFrameFactory;
+    }
+
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        return leafFrameFactory;
+    }
+
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        return cmpFactories;
+    }
+
+    public IFreePageManager getFreePageManager() {
+        return freePageManager;
+    }
+
+    public int getRootPageId() {
+        return rootPage;
+    }
+
+    public int getFieldCount() {
+        return fieldCount;
+    }
+
+    public abstract class AbstractTreeIndexBulkLoader implements IIndexBulkLoader {
+        protected final MultiComparator cmp;
+        protected final int slotSize;
+        protected final int leafMaxBytes;
+        protected final int interiorMaxBytes;
+        protected final ArrayList<NodeFrontier> nodeFrontiers = new ArrayList<NodeFrontier>();
+        protected final ITreeIndexMetaDataFrame metaFrame;
+        protected final ITreeIndexTupleWriter tupleWriter;
+        protected ITreeIndexFrame leafFrame;
+        protected ITreeIndexFrame interiorFrame;
+
+        public AbstractTreeIndexBulkLoader(float fillFactor) throws TreeIndexException, HyracksDataException {
+            leafFrame = leafFrameFactory.createFrame();
+            interiorFrame = interiorFrameFactory.createFrame();
+            metaFrame = freePageManager.getMetaDataFrameFactory().createFrame();
+
+            if (!isEmptyTree(leafFrame)) {
+                throw new TreeIndexException("Cannot bulk-load a non-empty tree.");
+            }
+
+            this.cmp = MultiComparator.createIgnoreFieldLength(cmpFactories);
+
+            leafFrame.setMultiComparator(cmp);
+            interiorFrame.setMultiComparator(cmp);
+
+            tupleWriter = leafFrame.getTupleWriter();
+
+            NodeFrontier leafFrontier = new NodeFrontier(leafFrame.createTupleReference());
+            leafFrontier.pageId = freePageManager.getFreePage(metaFrame);
+            leafFrontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, leafFrontier.pageId), true);
+            leafFrontier.page.acquireWriteLatch();
+
+            interiorFrame.setPage(leafFrontier.page);
+            interiorFrame.initBuffer((byte) 0);
+            interiorMaxBytes = (int) ((float) interiorFrame.getBuffer().capacity() * fillFactor);
+
+            leafFrame.setPage(leafFrontier.page);
+            leafFrame.initBuffer((byte) 0);
+            leafMaxBytes = (int) ((float) leafFrame.getBuffer().capacity() * fillFactor);
+            slotSize = leafFrame.getSlotSize();
+
+            nodeFrontiers.add(leafFrontier);
+        }
+
+        public abstract void add(ITupleReference tuple) throws IndexException, HyracksDataException;
+
+        protected void handleException() throws HyracksDataException {
+            // Unlatch and unpin pages.
+            for (NodeFrontier nodeFrontier : nodeFrontiers) {
+                nodeFrontier.page.releaseWriteLatch();
+                bufferCache.unpin(nodeFrontier.page);
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException {
+            // copy the root generated from the bulk-load to *the* root page location
+            ICachedPage newRoot = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), true);
+            newRoot.acquireWriteLatch();
+            NodeFrontier lastNodeFrontier = nodeFrontiers.get(nodeFrontiers.size() - 1);
+            try {
+                System.arraycopy(lastNodeFrontier.page.getBuffer().array(), 0, newRoot.getBuffer().array(), 0,
+                        lastNodeFrontier.page.getBuffer().capacity());
+            } finally {
+                newRoot.releaseWriteLatch();
+                bufferCache.unpin(newRoot);
+
+                // register old root as a free page
+                freePageManager.addFreePage(metaFrame, lastNodeFrontier.pageId);
+
+                for (int i = 0; i < nodeFrontiers.size(); i++) {
+                    nodeFrontiers.get(i).page.releaseWriteLatch();
+                    bufferCache.unpin(nodeFrontiers.get(i).page);
+                }
+            }
+        }
+
+        protected void addLevel() throws HyracksDataException {
+            NodeFrontier frontier = new NodeFrontier(tupleWriter.createTupleReference());
+            frontier.pageId = freePageManager.getFreePage(metaFrame);
+            frontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, frontier.pageId), true);
+            frontier.page.acquireWriteLatch();
+            frontier.lastTuple.setFieldCount(cmp.getKeyFieldCount());
+            interiorFrame.setPage(frontier.page);
+            interiorFrame.initBuffer((byte) nodeFrontiers.size());
+            nodeFrontiers.add(frontier);
+        }
+    }
+
+    public class TreeIndexInsertBulkLoader implements IIndexBulkLoader {
+        ITreeIndexAccessor accessor = (ITreeIndexAccessor) createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+
+        @Override
+        public void add(ITupleReference tuple) throws HyracksDataException {
+            try {
+                accessor.insert(tuple);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException {
+            // do nothing
+        }
+
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        return 0;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallback.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallback.java
index 828dd81..6fc8dcf 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallback.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallback.java
@@ -16,26 +16,37 @@
 package edu.uci.ics.hyracks.storage.am.common.impls;
 
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
 
 /**
- * Dummy operation callback that simply does nothing. Mainly, intended to be
- * used in non-transaction access method testing.
+ * Dummy operation callback that simply does nothing.
  */
-public class NoOpOperationCallback implements IOperationCallback {
+public enum NoOpOperationCallback implements IModificationOperationCallback, ISearchOperationCallback {
+    INSTANCE;
 
-    public static IOperationCallback INSTANCE = new NoOpOperationCallback();
-    
-    private NoOpOperationCallback() {
-    }
-    
     @Override
-    public void pre(ITupleReference tuple) {
+    public boolean proceed(ITupleReference tuple) {
+        return true;
+    }
+
+    @Override
+    public void reconcile(ITupleReference tuple) {
         // Do nothing.
     }
 
     @Override
-    public void post(ITupleReference tuple) {
+    public void before(ITupleReference tuple) {
+        // Do nothing.        
+    }
+
+    @Override
+    public void found(ITupleReference before, ITupleReference after) {
+        // Do nothing.        
+    }
+
+    @Override
+    public void cancel(ITupleReference tuple) {
         // Do nothing.
     }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallbackFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallbackFactory.java
new file mode 100644
index 0000000..4c641a6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallbackFactory.java
@@ -0,0 +1,26 @@
+package edu.uci.ics.hyracks.storage.am.common.impls;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+
+/**
+ * Dummy NoOp callback factory used primarily for testing. Always returns the {@link NoOpOperationCallback} instance.
+ * Implemented as an enum to preserve singleton model while being serializable
+ */
+public enum NoOpOperationCallbackFactory implements ISearchOperationCallbackFactory,
+        IModificationOperationCallbackFactory {
+    INSTANCE;
+
+    @Override
+    public IModificationOperationCallback createModificationOperationCallback(long resourceId, Object resource, IHyracksTaskContext ctx) {
+        return NoOpOperationCallback.INSTANCE;
+    }
+
+    @Override
+    public ISearchOperationCallback createSearchOperationCallback(long resourceId, IHyracksTaskContext ctx) {
+        return NoOpOperationCallback.INSTANCE;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallbackProvider.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallbackProvider.java
deleted file mode 100644
index 55dfb74e..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NoOpOperationCallbackProvider.java
+++ /dev/null
@@ -1,19 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.common.impls;
-
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallback;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
-
-/**
- * Dummy NoOp callback provider used primarily for testing. Always returns the 
- * {@link NoOpOperationCallback} instance. 
- *
- * Implemented as an enum to preserve singleton model while being serializable
- */
-public enum NoOpOperationCallbackProvider implements IOperationCallbackProvider {
-    INSTANCE;
-
-    @Override
-    public IOperationCallback getOperationCallback() {
-        return NoOpOperationCallback.INSTANCE;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NodeFrontier.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NodeFrontier.java
new file mode 100644
index 0000000..56f5fdb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/NodeFrontier.java
@@ -0,0 +1,29 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.impls;
+
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class NodeFrontier {
+    public ICachedPage page;
+    public int pageId;
+    public ITreeIndexTupleReference lastTuple;
+
+    public NodeFrontier(ITreeIndexTupleReference lastTuple) {
+        this.lastTuple = lastTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/TreeDiskOrderScanCursor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/TreeDiskOrderScanCursor.java
deleted file mode 100644
index ea4c105..0000000
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/TreeDiskOrderScanCursor.java
+++ /dev/null
@@ -1,154 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common.impls;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
-import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
-import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
-
-public class TreeDiskOrderScanCursor implements ITreeIndexCursor {
-
-	private int tupleIndex = 0;
-	private int fileId = -1;
-	private int currentPageId = -1;
-	private int maxPageId = -1;
-	private ICachedPage page = null;	
-	private IBufferCache bufferCache = null;
-	
-	private final ITreeIndexFrame frame;
-	private final ITreeIndexTupleReference frameTuple;
-	
-	public TreeDiskOrderScanCursor(ITreeIndexFrame frame) {
-		this.frame = frame;		
-		this.frameTuple = frame.createTupleReference();
-	}
-
-	@Override
-	public void close() throws HyracksDataException {
-		page.releaseReadLatch();
-		bufferCache.unpin(page);
-		page = null;
-	}
-
-	@Override
-	public ITreeIndexTupleReference getTuple() {
-		return frameTuple;
-	}
-
-	@Override
-	public ICachedPage getPage() {
-		return page;
-	}
-
-	private boolean positionToNextLeaf(boolean skipCurrent)
-			throws HyracksDataException {
-		while ((frame.getLevel() != 0 || skipCurrent || frame.getTupleCount() == 0) && (currentPageId <= maxPageId)) {
-			currentPageId++;
-
-			page.releaseReadLatch();
-            bufferCache.unpin(page);
-			
-			ICachedPage nextPage = bufferCache.pin(
-					BufferedFileHandle.getDiskPageId(fileId, currentPageId),
-					false);
-			nextPage.acquireReadLatch();
-
-			page = nextPage;
-			frame.setPage(page);
-			tupleIndex = 0;
-			skipCurrent = false;
-		}
-		if (currentPageId <= maxPageId) {
-			return true;
-		} else {
-			return false;
-		}
-	}
-
-	@Override
-	public boolean hasNext() throws HyracksDataException {		
-		if (currentPageId > maxPageId) {
-			return false;
-		}
-		if (tupleIndex >= frame.getTupleCount()) {
-			boolean nextLeafExists = positionToNextLeaf(true);
-			if (nextLeafExists) {
-				frameTuple.resetByTupleIndex(frame, tupleIndex);
-				return true;
-			} else {
-				return false;
-			}
-		}		
-		frameTuple.resetByTupleIndex(frame, tupleIndex);		
-		return true;
-	}
-
-	@Override
-	public void next() throws HyracksDataException {
-		tupleIndex++;
-	}
-
-	@Override
-	public void open(ICursorInitialState initialState,
-			ISearchPredicate searchPred) throws HyracksDataException {
-		// in case open is called multiple times without closing
-		if (page != null) {
-			page.releaseReadLatch();
-			bufferCache.unpin(page);
-		}
-		page = initialState.getPage();
-		tupleIndex = 0;		
-		frame.setPage(page);
-		positionToNextLeaf(false);
-	}
-
-	@Override
-	public void reset() {
-		tupleIndex = 0;
-		currentPageId = -1;
-		maxPageId = -1;
-		page = null;
-	}
-
-	@Override
-	public void setBufferCache(IBufferCache bufferCache) {
-		this.bufferCache = bufferCache;
-	}
-
-	@Override
-	public void setFileId(int fileId) {
-		this.fileId = fileId;
-	}
-
-	public void setCurrentPageId(int currentPageId) {
-		this.currentPageId = currentPageId;
-	}
-
-	public void setMaxPageId(int maxPageId) {
-		this.maxPageId = maxPageId;
-	}
-
-	@Override
-	public boolean exclusiveLatchNodes() {
-		return false;
-	}
-}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/TreeIndexDiskOrderScanCursor.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/TreeIndexDiskOrderScanCursor.java
new file mode 100644
index 0000000..738d987
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/TreeIndexDiskOrderScanCursor.java
@@ -0,0 +1,150 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+
+public class TreeIndexDiskOrderScanCursor implements ITreeIndexCursor {
+
+    private int tupleIndex = 0;
+    private int fileId = -1;
+    private int currentPageId = -1;
+    private int maxPageId = -1;
+    private ICachedPage page = null;
+    private IBufferCache bufferCache = null;
+
+    private final ITreeIndexFrame frame;
+    private final ITreeIndexTupleReference frameTuple;
+
+    public TreeIndexDiskOrderScanCursor(ITreeIndexFrame frame) {
+        this.frame = frame;
+        this.frameTuple = frame.createTupleReference();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        page.releaseReadLatch();
+        bufferCache.unpin(page);
+        page = null;
+    }
+
+    @Override
+    public ITreeIndexTupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    private boolean positionToNextLeaf(boolean skipCurrent) throws HyracksDataException {
+        while ((frame.getLevel() != 0 || skipCurrent || frame.getTupleCount() == 0) && (currentPageId <= maxPageId)) {
+            currentPageId++;
+
+            page.releaseReadLatch();
+            bufferCache.unpin(page);
+
+            ICachedPage nextPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), false);
+            nextPage.acquireReadLatch();
+
+            page = nextPage;
+            frame.setPage(page);
+            tupleIndex = 0;
+            skipCurrent = false;
+        }
+        if (currentPageId <= maxPageId) {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        if (currentPageId > maxPageId) {
+            return false;
+        }
+        if (tupleIndex >= frame.getTupleCount()) {
+            boolean nextLeafExists = positionToNextLeaf(true);
+            if (nextLeafExists) {
+                frameTuple.resetByTupleIndex(frame, tupleIndex);
+                return true;
+            } else {
+                return false;
+            }
+        }
+        frameTuple.resetByTupleIndex(frame, tupleIndex);
+        return true;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        tupleIndex++;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        // in case open is called multiple times without closing
+        if (page != null) {
+            page.releaseReadLatch();
+            bufferCache.unpin(page);
+        }
+        page = initialState.getPage();
+        tupleIndex = 0;
+        frame.setPage(page);
+        positionToNextLeaf(false);
+    }
+
+    @Override
+    public void reset() {
+        tupleIndex = 0;
+        currentPageId = -1;
+        maxPageId = -1;
+        page = null;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        this.bufferCache = bufferCache;
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        this.fileId = fileId;
+    }
+
+    public void setCurrentPageId(int currentPageId) {
+        this.currentPageId = currentPageId;
+    }
+
+    public void setMaxPageId(int maxPageId) {
+        this.maxPageId = maxPageId;
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/DoubleArrayList.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/DoubleArrayList.java
new file mode 100644
index 0000000..318a102
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/DoubleArrayList.java
@@ -0,0 +1,98 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.ophelpers;
+
+public class DoubleArrayList {
+    private double[] data;
+    private int size;
+    private int first;
+    private final int growth;
+
+    public DoubleArrayList(int initialCapacity, int growth) {
+        data = new double[initialCapacity];
+        size = 0;
+        first = 0;
+        this.growth = growth;
+    }
+
+    public int size() {
+        return size;
+    }
+
+    public int first() {
+        return first;
+    }
+
+    public void add(double i) {
+        if (size == data.length) {
+            double[] newData = new double[data.length + growth];
+            System.arraycopy(data, 0, newData, 0, data.length);
+            data = newData;
+        }
+
+        data[size++] = i;
+    }
+
+    public void addFirst(double i) {
+        double[] newData = new double[data.length + 1];
+        System.arraycopy(data, 0, newData, 0, first);
+        System.arraycopy(data, first, newData, first + 1, size - first);
+        data = newData;
+        data[first] = i;
+        size++;
+    }
+
+    public void removeLast() {
+        if (size > 0)
+            size--;
+    }
+
+    // WARNING: caller is responsible for checking size > 0
+    public double getLast() {
+        return data[size - 1];
+    }
+
+    public double get(int i) {
+        return data[i];
+    }
+
+    // WARNING: caller is responsible for checking i < size
+    public void set(int i, int value) {
+        data[i] = value;
+
+    }
+
+    public double getFirst() {
+        return data[first];
+    }
+
+    public void moveFirst() {
+        first++;
+    }
+
+    public void clear() {
+        size = 0;
+        first = 0;
+    }
+
+    public boolean isLast() {
+        return size == first;
+    }
+
+    public boolean isEmpty() {
+        return size == 0;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/FieldLengthIgnoringMultiComparator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/FieldLengthIgnoringMultiComparator.java
new file mode 100644
index 0000000..4e43a34
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/FieldLengthIgnoringMultiComparator.java
@@ -0,0 +1,79 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.ophelpers;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * MultiComparator that always passes 0 as a tuple's field length. This may speed up comparisons.
+ */
+public class FieldLengthIgnoringMultiComparator extends MultiComparator {
+
+    public FieldLengthIgnoringMultiComparator(IBinaryComparator[] cmps) {
+        super(cmps);
+    }
+
+    @Override
+    public int compare(ITupleReference tupleA, ITupleReference tupleB) {
+        for (int i = 0; i < cmps.length; i++) {
+            int cmp = cmps[i].compare(tupleA.getFieldData(i), tupleA.getFieldStart(i), 0, tupleB.getFieldData(i),
+                    tupleB.getFieldStart(i), 0);
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+
+    @Override
+    public int selectiveFieldCompare(ITupleReference tupleA, ITupleReference tupleB, int[] fields) {
+        for (int j = 0; j < cmps.length; j++) {
+            int i = fields[j];
+            int cmp = cmps[j].compare(tupleA.getFieldData(i), tupleA.getFieldStart(i), 0, tupleB.getFieldData(i),
+                    tupleB.getFieldStart(i), 0);
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+
+    @Override
+    public int compare(ITupleReference tupleA, ITupleReference tupleB, int startFieldIndex) {
+        for (int i = 0; i < cmps.length; i++) {
+            int ix = startFieldIndex + i;
+            int cmp = cmps[i].compare(tupleA.getFieldData(ix), tupleA.getFieldStart(ix), 0, tupleB.getFieldData(ix),
+                    tupleB.getFieldStart(ix), 0);
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+
+    @Override
+    public int fieldRangeCompare(ITupleReference tupleA, ITupleReference tupleB, int startFieldIndex, int numFields) {
+        for (int i = startFieldIndex; i < startFieldIndex + numFields; i++) {
+            int cmp = cmps[i].compare(tupleA.getFieldData(i), tupleA.getFieldStart(i), 0, tupleB.getFieldData(i),
+                    tupleB.getFieldStart(i), 0);
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/FieldLengthIgnoringSingleComparator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/FieldLengthIgnoringSingleComparator.java
new file mode 100644
index 0000000..d35297a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/FieldLengthIgnoringSingleComparator.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.ophelpers;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * MultiComparator optimized for the special case where there is only a single comparator.
+ * Further speeds up comparisons by always passing 0 as the field's length.
+ */
+public class FieldLengthIgnoringSingleComparator extends MultiComparator {
+    private final IBinaryComparator cmp;
+
+    protected FieldLengthIgnoringSingleComparator(IBinaryComparator[] cmps) {
+        super(cmps);
+        this.cmp = cmps[0];
+    }
+
+    public int compare(ITupleReference tupleA, ITupleReference tupleB) {
+        return cmp.compare(tupleA.getFieldData(0), tupleA.getFieldStart(0), 0, tupleB.getFieldData(0),
+                tupleB.getFieldStart(0), 0);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/IndexOperation.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/IndexOperation.java
new file mode 100644
index 0000000..1885348
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/IndexOperation.java
@@ -0,0 +1,29 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.ophelpers;
+
+public enum IndexOperation {
+    INSERT,
+    DELETE,
+    UPDATE,
+    UPSERT,
+    SEARCH,
+    DISKORDERSCAN,
+    PHYSICALDELETE,
+    NOOP,
+    MERGE,
+    FLUSH
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/MultiComparator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/MultiComparator.java
index c653c9a..567973d 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/MultiComparator.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/MultiComparator.java
@@ -21,70 +21,131 @@
 
 public class MultiComparator {
 
-	private final IBinaryComparator[] cmps;
+    protected final IBinaryComparator[] cmps;
 
-	public MultiComparator(IBinaryComparator[] cmps) {
-		this.cmps = cmps;
-	}
+    public MultiComparator(IBinaryComparator[] cmps) {
+        this.cmps = cmps;
+    }
 
-	public int compare(ITupleReference tupleA, ITupleReference tupleB) {
-		for (int i = 0; i < cmps.length; i++) {
-			int cmp = cmps[i].compare(tupleA.getFieldData(i),
-					tupleA.getFieldStart(i), tupleA.getFieldLength(i),
-					tupleB.getFieldData(i), tupleB.getFieldStart(i),
-					tupleB.getFieldLength(i));
-			if (cmp < 0)
-				return -1;
-			else if (cmp > 0)
-				return 1;
-		}
-		return 0;
-	}
+    public int compare(ITupleReference tupleA, ITupleReference tupleB) {
+        for (int i = 0; i < cmps.length; i++) {
+            int cmp = cmps[i].compare(tupleA.getFieldData(i), tupleA.getFieldStart(i), tupleA.getFieldLength(i),
+                    tupleB.getFieldData(i), tupleB.getFieldStart(i), tupleB.getFieldLength(i));
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
 
-	public int fieldRangeCompare(ITupleReference tupleA,
-			ITupleReference tupleB, int startFieldIndex, int numFields) {
-		for (int i = startFieldIndex; i < startFieldIndex + numFields; i++) {
-			int cmp = cmps[i].compare(tupleA.getFieldData(i),
-					tupleA.getFieldStart(i), tupleA.getFieldLength(i),
-					tupleB.getFieldData(i), tupleB.getFieldStart(i),
-					tupleB.getFieldLength(i));
-			if (cmp < 0)
-				return -1;
-			else if (cmp > 0)
-				return 1;
-		}
-		return 0;
-	}
-	
-	public int compare(ITupleReference tupleA,
-			ITupleReference tupleB, int startFieldIndex) {
-		for (int i = 0; i < cmps.length; i++) {
-			int ix = startFieldIndex + i;
-			int cmp = cmps[i].compare(tupleA.getFieldData(ix),
-					tupleA.getFieldStart(ix), tupleA.getFieldLength(ix),
-					tupleB.getFieldData(ix), tupleB.getFieldStart(ix),
-					tupleB.getFieldLength(ix));
-			if (cmp < 0)
-				return -1;
-			else if (cmp > 0)
-				return 1;
-		}
-		return 0;
-	}
+    public int selectiveFieldCompare(ITupleReference tupleA, ITupleReference tupleB, int[] fields) {
+        for (int j = 0; j < cmps.length; j++) {
+            int i = fields[j];
+            int cmp = cmps[j].compare(tupleA.getFieldData(i), tupleA.getFieldStart(i), tupleA.getFieldLength(i),
+                    tupleB.getFieldData(i), tupleB.getFieldStart(i), tupleB.getFieldLength(i));
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
 
-	public IBinaryComparator[] getComparators() {
-		return cmps;
-	}
+    public int compare(ITupleReference tupleA, ITupleReference tupleB, int startFieldIndex) {
+        for (int i = 0; i < cmps.length; i++) {
+            int ix = startFieldIndex + i;
+            int cmp = cmps[i].compare(tupleA.getFieldData(ix), tupleA.getFieldStart(ix), tupleA.getFieldLength(ix),
+                    tupleB.getFieldData(ix), tupleB.getFieldStart(ix), tupleB.getFieldLength(ix));
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+
+    public int fieldRangeCompare(ITupleReference tupleA, ITupleReference tupleB, int startFieldIndex, int numFields) {
+        for (int i = startFieldIndex; i < startFieldIndex + numFields; i++) {
+            int cmp = cmps[i].compare(tupleA.getFieldData(i), tupleA.getFieldStart(i), tupleA.getFieldLength(i),
+                    tupleB.getFieldData(i), tupleB.getFieldStart(i), tupleB.getFieldLength(i));
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+
+    public IBinaryComparator[] getComparators() {
+        return cmps;
+    }
 
     public int getKeyFieldCount() {
-		return cmps.length;
-	}
-    
+        return cmps.length;
+    }
+
     public static MultiComparator create(IBinaryComparatorFactory[] cmpFactories) {
         IBinaryComparator[] cmps = new IBinaryComparator[cmpFactories.length];
         for (int i = 0; i < cmpFactories.length; i++) {
             cmps[i] = cmpFactories[i].createBinaryComparator();
         }
-        return new MultiComparator(cmps);
+        if (cmps.length == 1) {
+            return new SingleComparator(cmps);
+        } else {
+            return new MultiComparator(cmps);
+        }
+    }
+
+    public static MultiComparator createIgnoreFieldLength(IBinaryComparatorFactory[] cmpFactories) {
+        IBinaryComparator[] cmps = new IBinaryComparator[cmpFactories.length];
+        for (int i = 0; i < cmpFactories.length; i++) {
+            cmps[i] = cmpFactories[i].createBinaryComparator();
+        }
+        if (cmps.length == 1) {
+            return new FieldLengthIgnoringSingleComparator(cmps);
+        } else {
+            return new FieldLengthIgnoringMultiComparator(cmps);
+        }
+    }
+
+    public static MultiComparator createIgnoreFieldLength(IBinaryComparatorFactory[] cmpFactories, int startIndex,
+            int numCmps) {
+        IBinaryComparator[] cmps = new IBinaryComparator[numCmps];
+        for (int i = startIndex; i < startIndex + numCmps; i++) {
+            cmps[i] = cmpFactories[i].createBinaryComparator();
+        }
+        if (cmps.length == 1) {
+            return new FieldLengthIgnoringSingleComparator(cmps);
+        } else {
+            return new FieldLengthIgnoringMultiComparator(cmps);
+        }
+    }
+
+    public static MultiComparator create(IBinaryComparatorFactory[] cmpFactories, int startIndex, int numCmps) {
+        IBinaryComparator[] cmps = new IBinaryComparator[numCmps];
+        for (int i = startIndex; i < startIndex + numCmps; i++) {
+            cmps[i] = cmpFactories[i].createBinaryComparator();
+        }
+        if (cmps.length == 1) {
+            return new SingleComparator(cmps);
+        } else {
+            return new MultiComparator(cmps);
+        }
+    }
+
+    public static MultiComparator create(IBinaryComparatorFactory[]... cmpFactories) {
+        int size = 0;
+        for (int i = 0; i < cmpFactories.length; i++) {
+            size += cmpFactories[i].length;
+        }
+        IBinaryComparator[] cmps = new IBinaryComparator[size];
+        int x = 0;
+        for (int i = 0; i < cmpFactories.length; i++) {
+            for (int j = 0; j < cmpFactories[i].length; j++) {
+                cmps[x++] = cmpFactories[i][j].createBinaryComparator();
+            }
+        }
+        if (cmps.length == 1) {
+            return new SingleComparator(cmps);
+        } else {
+            return new MultiComparator(cmps);
+        }
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/SingleComparator.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/SingleComparator.java
new file mode 100644
index 0000000..c8841f3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/SingleComparator.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.ophelpers;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * MultiComparator optimized for the special case where there is only a single comparator.
+ */
+public class SingleComparator extends MultiComparator {
+
+    private final IBinaryComparator cmp;
+
+    protected SingleComparator(IBinaryComparator[] cmps) {
+        super(cmps);
+        this.cmp = cmps[0];
+    }
+
+    public int compare(ITupleReference tupleA, ITupleReference tupleB) {
+        return cmp.compare(tupleA.getFieldData(0), tupleA.getFieldStart(0), tupleA.getFieldLength(0),
+                tupleB.getFieldData(0), tupleB.getFieldStart(0), tupleB.getFieldLength(0));
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java
new file mode 100644
index 0000000..c5662b1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java
@@ -0,0 +1,114 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.tuples;
+
+import java.util.Arrays;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * WARNING: getFieldData(), getFieldStart() and getFieldLength() are log and not constant time.
+ */
+public class ConcatenatingTupleReference implements ITupleReference {
+
+    private final ITupleReference[] tuples;
+    private final int[] fieldCounts;
+    private int numTuples;
+    private int totalFieldCount;
+    
+    public ConcatenatingTupleReference(int maxTuples) {
+        tuples = new ITupleReference[maxTuples];
+        fieldCounts = new int[maxTuples];
+        reset();        
+    }
+    
+    public void reset() {
+        numTuples = 0;
+        totalFieldCount = 0;
+    }
+    
+    public void addTuple(ITupleReference tuple) {
+        tuples[numTuples] = tuple;
+        totalFieldCount += tuple.getFieldCount();
+        if (numTuples > 0) {
+            fieldCounts[numTuples] = fieldCounts[numTuples - 1] + tuple.getFieldCount();
+        } else {
+            fieldCounts[numTuples] = tuple.getFieldCount();
+        }
+        ++numTuples;
+    }
+    
+    public void removeLastTuple() {
+        if (numTuples > 0) {
+            ITupleReference lastTuple = tuples[--numTuples];
+            totalFieldCount -= lastTuple.getFieldCount();
+        }
+    }
+    
+    public int getNumTuples() {
+        return numTuples;
+    }
+    
+    public boolean hasMaxTuples() {
+        return numTuples == tuples.length;
+    }
+    
+    @Override
+    public int getFieldCount() {
+        return totalFieldCount;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        int tupleIndex = getTupleIndex(fIdx);
+        int fieldIndex = getFieldIndex(tupleIndex, fIdx);
+        return tuples[tupleIndex].getFieldData(fieldIndex);
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        int tupleIndex = getTupleIndex(fIdx);
+        int fieldIndex = getFieldIndex(tupleIndex, fIdx);
+        return tuples[tupleIndex].getFieldStart(fieldIndex);
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        int tupleIndex = getTupleIndex(fIdx);
+        int fieldIndex = getFieldIndex(tupleIndex, fIdx);
+        return tuples[tupleIndex].getFieldLength(fieldIndex);
+    }
+    
+    private int getTupleIndex(int fIdx) {
+        int tupleIndex = Arrays.binarySearch(fieldCounts, 0, numTuples - 1, fIdx);
+        if (tupleIndex < 0) {
+            tupleIndex = -tupleIndex - 1;
+        } else {
+            ++tupleIndex;
+        }
+        return tupleIndex;
+    }
+    
+    private int getFieldIndex(int tupleIndex, int fIdx) {
+        int fieldIndex = -1;
+        if (tupleIndex > 0) {
+            fieldIndex = fIdx - fieldCounts[tupleIndex - 1]; 
+        } else {
+            fieldIndex = fIdx;
+        }
+        return fieldIndex;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java
new file mode 100644
index 0000000..5f97f04
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java
@@ -0,0 +1,65 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.tuples;
+
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class PermutingFrameTupleReference implements IFrameTupleReference {
+	private IFrameTupleAccessor fta;
+	private int tIndex;
+	private int[] fieldPermutation;
+
+	public void setFieldPermutation(int[] fieldPermutation) {
+		this.fieldPermutation = fieldPermutation;
+	}
+
+	public void reset(IFrameTupleAccessor fta, int tIndex) {
+		this.fta = fta;
+		this.tIndex = tIndex;
+	}
+
+	@Override
+	public IFrameTupleAccessor getFrameTupleAccessor() {
+		return fta;
+	}
+
+	@Override
+	public int getTupleIndex() {
+		return tIndex;
+	}
+
+	@Override
+	public int getFieldCount() {
+		return fieldPermutation.length;
+	}
+
+	@Override
+	public byte[] getFieldData(int fIdx) {
+		return fta.getBuffer().array();
+	}
+
+	@Override
+	public int getFieldStart(int fIdx) {
+		return fta.getTupleStartOffset(tIndex) + fta.getFieldSlotsLength()
+				+ fta.getFieldStartOffset(tIndex, fieldPermutation[fIdx]);
+	}
+
+	@Override
+	public int getFieldLength(int fIdx) {
+		return fta.getFieldLength(tIndex, fieldPermutation[fIdx]);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingTupleReference.java
new file mode 100644
index 0000000..0272ff6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingTupleReference.java
@@ -0,0 +1,52 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.tuples;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class PermutingTupleReference implements ITupleReference {
+
+    private final int[] fieldPermutation;
+    private ITupleReference sourceTuple;
+    
+    public PermutingTupleReference(int[] fieldPermutation) {
+        this.fieldPermutation = fieldPermutation;
+    }
+    
+    public void reset(ITupleReference sourceTuple) {
+        this.sourceTuple = sourceTuple;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldPermutation.length;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return sourceTuple.getFieldData(fieldPermutation[fIdx]);
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        return sourceTuple.getFieldStart(fieldPermutation[fIdx]);
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        return sourceTuple.getFieldLength(fieldPermutation[fIdx]);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/SimpleTupleWriter.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/SimpleTupleWriter.java
index f5ec5f3..8c41dd3 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/SimpleTupleWriter.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/SimpleTupleWriter.java
@@ -23,12 +23,12 @@
 
 public class SimpleTupleWriter implements ITreeIndexTupleWriter {
 
-	// Write short in little endian to target byte array at given offset.
-	private static void writeShortL(short s, byte[] buf, int targetOff) {
-		buf[targetOff] = (byte)(s >> 8);
-		buf[targetOff + 1] = (byte)(s >> 0);
-	}
-	
+    // Write short in little endian to target byte array at given offset.
+    private static void writeShortL(short s, byte[] buf, int targetOff) {
+        buf[targetOff] = (byte) (s >> 8);
+        buf[targetOff + 1] = (byte) (s >> 0);
+    }
+
     @Override
     public int bytesRequired(ITupleReference tuple) {
         int bytes = getNullFlagsBytes(tuple) + getFieldSlotsBytes(tuple);
@@ -56,10 +56,10 @@
     public int writeTuple(ITupleReference tuple, ByteBuffer targetBuf, int targetOff) {
         return writeTuple(tuple, targetBuf.array(), targetOff);
     }
-    
+
     @Override
-	public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
-    	int runner = targetOff;
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+        int runner = targetOff;
         int nullFlagsBytes = getNullFlagsBytes(tuple);
         int fieldSlotsBytes = getFieldSlotsBytes(tuple);
         for (int i = 0; i < nullFlagsBytes; i++) {
@@ -68,18 +68,16 @@
         runner += fieldSlotsBytes;
         int fieldEndOff = 0;
         for (int i = 0; i < tuple.getFieldCount(); i++) {
-            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner,
-                    tuple.getFieldLength(i));
+            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
             fieldEndOff += tuple.getFieldLength(i);
             runner += tuple.getFieldLength(i);
             writeShortL((short) fieldEndOff, targetBuf, targetOff + nullFlagsBytes + i * 2);
         }
         return runner - targetOff;
-	}
+    }
 
     @Override
-    public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf,
-            int targetOff) {
+    public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf, int targetOff) {
         int runner = targetOff;
         int nullFlagsBytes = getNullFlagsBytes(tuple, startField, numFields);
         for (int i = 0; i < nullFlagsBytes; i++) {
@@ -90,10 +88,9 @@
         int fieldEndOff = 0;
         int fieldCounter = 0;
         for (int i = startField; i < startField + numFields; i++) {
-            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner,
-                    tuple.getFieldLength(i));
+            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
             fieldEndOff += tuple.getFieldLength(i);
-            runner += tuple.getFieldLength(i);            
+            runner += tuple.getFieldLength(i);
             writeShortL((short) fieldEndOff, targetBuf, targetOff + nullFlagsBytes + fieldCounter * 2);
             fieldCounter++;
         }
@@ -115,5 +112,10 @@
 
     protected int getFieldSlotsBytes(ITupleReference tuple, int startField, int numFields) {
         return numFields * 2;
-    }	
+    }
+
+    @Override
+    public int getCopySpaceRequired(ITupleReference tuple) {
+        return bytesRequired(tuple);
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java
index 9730346..1e12bea 100644
--- a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java
@@ -87,8 +87,7 @@
     }
 
     @Override
-    public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf,
-            int targetOff) {
+    public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf, int targetOff) {
         int runner = targetOff;
         int nullFlagsBytes = getNullFlagsBytes(numFields);
         // write null indicator bits
@@ -106,8 +105,7 @@
         runner = encDec.getPos();
 
         for (int i = startField; i < startField + numFields; i++) {
-            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner,
-                    tuple.getFieldLength(i));
+            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
             runner += tuple.getFieldLength(i);
         }
 
@@ -149,4 +147,9 @@
     public void setTypeTraits(ITypeTraits[] typeTraits) {
         this.typeTraits = typeTraits;
     }
+
+    @Override
+    public int getCopySpaceRequired(ITupleReference tuple) {
+        return bytesRequired(tuple);
+    }
 }
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/util/HashMultiSet.java b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/util/HashMultiSet.java
new file mode 100644
index 0000000..e4ccdcb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/util/HashMultiSet.java
@@ -0,0 +1,113 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.util;
+
+import java.util.AbstractCollection;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Quick and dirty implementation of a HashMultiSet backed by a HashMap.
+ * It only implements a minimal subset of the collection interface to make our tests work.
+ */
+public class HashMultiSet<E> extends AbstractCollection<E> {
+
+    private final Map<E, List<E>> map = new HashMap<E, List<E>>(); 
+    private int size = 0;
+    
+    @Override
+    public boolean add(E e) {
+        List<E> list = map.get(e);
+        if (list == null) {
+            list = new ArrayList<E>();
+            map.put(e, list);
+        }
+        list.add(e);
+        size++;
+        return true;
+    }
+    
+    @Override
+    public boolean contains(Object o) {
+        return map.containsKey(o);
+    }
+    
+    @Override
+    public boolean remove(Object o) {
+        List<E> list = map.get(o);
+        if (list == null) {
+            return false;            
+        }
+        list.remove(list.size() - 1);
+        if (list.isEmpty()) {
+            map.remove(o);
+        }
+        size--;
+        return true;
+    }
+    
+    @Override
+    public Iterator<E> iterator() {
+        return new HashMultiSetIterator();
+    }
+
+    @Override
+    public int size() {
+        return size;
+    }
+    
+    @Override
+    public void clear() {
+        map.clear();
+        size = 0;
+    }
+    
+    private class HashMultiSetIterator implements Iterator<E> {
+
+        private Iterator<Map.Entry<E, List<E>>> mapIter;
+        private Iterator<E> listIter;
+        
+        public HashMultiSetIterator() {
+            mapIter = map.entrySet().iterator();
+        }
+        
+        @Override
+        public boolean hasNext() {
+            if (mapIter.hasNext() || (listIter != null && listIter.hasNext())) {
+                return true;
+            }
+            return false;
+        }
+
+        @Override
+        public E next() {
+            if (listIter == null || (listIter != null && !listIter.hasNext())) {
+                Map.Entry<E, List<E>> entry = mapIter.next();
+                listIter = entry.getValue().iterator();
+                return listIter.next();
+            }
+            return listIter.next();
+        }
+
+        @Override
+        public void remove() {
+            throw new IllegalStateException("Not implemented");
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned b/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned
new file mode 100755
index 0000000..de64afa
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned
@@ -0,0 +1,5494 @@
+Mary 
+Patricia 
+Linda 
+Barbara 
+Elizabeth 
+Jennifer 
+Maria 
+Susan 
+Margaret 
+Dorothy 
+Lisa 
+Nancy 
+Karen 
+Betty 
+Helen 
+Sandra 
+Donna 
+Carol 
+Ruth 
+Sharon 
+Michelle 
+Laura 
+Sarah 
+Kimberly 
+Deborah 
+Jessica 
+Shirley 
+Cynthia 
+Angela 
+Melissa 
+Brenda 
+Amy 
+Anna 
+Rebecca 
+Virginia 
+Kathleen 
+Pamela 
+Martha 
+Debra 
+Amanda 
+Stephanie 
+Carolyn 
+Christine 
+Marie 
+Janet 
+Catherine 
+Frances 
+Ann 
+Joyce 
+Diane 
+Alice 
+Julie 
+Heather 
+Teresa 
+Doris 
+Gloria 
+Evelyn 
+Jean 
+Cheryl 
+Mildred 
+Katherine 
+Joan 
+Ashley 
+Judith 
+Rose 
+Janice 
+Kelly 
+Nicole 
+Judy 
+Christina 
+Kathy 
+Theresa 
+Beverly 
+Denise 
+Tammy 
+Irene 
+Jane 
+Lori 
+Rachel 
+Marilyn 
+Andrea 
+Kathryn 
+Louise 
+Sara 
+Anne 
+Jacqueline 
+Wanda 
+Bonnie 
+Julia 
+Ruby 
+Lois 
+Tina 
+Phyllis 
+Norma 
+Paula 
+Diana 
+Annie 
+Lillian 
+Emily 
+Robin 
+Peggy 
+Crystal 
+Gladys 
+Rita 
+Dawn 
+Connie 
+Florence 
+Tracy 
+Edna 
+Tiffany 
+Carmen 
+Rosa 
+Cindy 
+Grace 
+Wendy 
+Victoria 
+Edith 
+Kim 
+Sherry 
+Sylvia 
+Josephine 
+Thelma 
+Shannon 
+Sheila 
+Ethel 
+Ellen 
+Elaine 
+Marjorie 
+Carrie 
+Charlotte 
+Monica 
+Esther 
+Pauline 
+Emma 
+Juanita 
+Anita 
+Rhonda 
+Hazel 
+Amber 
+Eva 
+Debbie 
+April 
+Leslie 
+Clara 
+Lucille 
+Jamie 
+Joanne 
+Eleanor 
+Valerie 
+Danielle 
+Megan 
+Alicia 
+Suzanne 
+Michele 
+Gail 
+Bertha 
+Darlene 
+Veronica 
+Jill 
+Erin 
+Geraldine 
+Lauren 
+Cathy 
+Joann 
+Lorraine 
+Lynn 
+Sally 
+Regina 
+Erica 
+Beatrice 
+Dolores 
+Bernice 
+Audrey 
+Yvonne 
+Annette 
+June 
+Samantha 
+Marion 
+Dana 
+Stacy 
+Ana 
+Renee 
+Ida 
+Vivian 
+Roberta 
+Holly 
+Brittany 
+Melanie 
+Loretta 
+Yolanda 
+Jeanette 
+Laurie 
+Katie 
+Kristen 
+Vanessa 
+Alma 
+Sue 
+Elsie 
+Beth 
+Jeanne 
+Vicki 
+Carla 
+Tara 
+Rosemary 
+Eileen 
+Terri 
+Gertrude 
+Lucy 
+Tonya 
+Ella 
+Stacey 
+Wilma 
+Gina 
+Kristin 
+Jessie 
+Natalie 
+Agnes 
+Vera 
+Willie 
+Charlene 
+Bessie 
+Delores 
+Melinda 
+Pearl 
+Arlene 
+Maureen 
+Colleen 
+Allison 
+Tamara 
+Joy 
+Georgia 
+Constance 
+Lillie 
+Claudia 
+Jackie 
+Marcia 
+Tanya 
+Nellie 
+Minnie 
+Marlene 
+Heidi 
+Glenda 
+Lydia 
+Viola 
+Courtney 
+Marian 
+Stella 
+Caroline 
+Dora 
+Jo 
+Vickie 
+Mattie 
+Terry 
+Maxine 
+Irma 
+Mabel 
+Marsha 
+Myrtle 
+Lena 
+Christy 
+Deanna 
+Patsy 
+Hilda 
+Gwendolyn 
+Jennie 
+Nora 
+Margie 
+Nina 
+Cassandra 
+Leah 
+Penny 
+Kay 
+Priscilla 
+Naomi 
+Carole 
+Brandy 
+Olga 
+Billie 
+Dianne 
+Tracey 
+Leona 
+Jenny 
+Felicia 
+Sonia 
+Miriam 
+Velma 
+Becky 
+Bobbie 
+Violet 
+Kristina 
+Toni 
+Misty 
+Mae 
+Shelly 
+Daisy 
+Ramona 
+Sherri 
+Erika 
+Katrina 
+Claire 
+Lindsey 
+Lindsay 
+Geneva 
+Guadalupe 
+Belinda 
+Margarita 
+Sheryl 
+Cora 
+Faye 
+Ada 
+Natasha 
+Sabrina 
+Isabel 
+Marguerite 
+Hattie 
+Harriet 
+Molly 
+Cecilia 
+Kristi 
+Brandi 
+Blanche 
+Sandy 
+Rosie 
+Joanna 
+Iris 
+Eunice 
+Angie 
+Inez 
+Lynda 
+Madeline 
+Amelia 
+Alberta 
+Genevieve 
+Monique 
+Jodi 
+Janie 
+Maggie 
+Kayla 
+Sonya 
+Jan 
+Lee 
+Kristine 
+Candace 
+Fannie 
+Maryann 
+Opal 
+Alison 
+Yvette 
+Melody 
+Luz 
+Susie 
+Olivia 
+Flora 
+Shelley 
+Kristy 
+Mamie 
+Lula 
+Lola 
+Verna 
+Beulah 
+Antoinette 
+Candice 
+Juana 
+Jeannette 
+Pam 
+Kelli 
+Hannah 
+Whitney 
+Bridget 
+Karla 
+Celia 
+Latoya 
+Patty 
+Shelia 
+Gayle 
+Della 
+Vicky 
+Lynne 
+Sheri 
+Marianne 
+Kara 
+Jacquelyn 
+Erma 
+Blanca 
+Myra 
+Leticia 
+Pat 
+Krista 
+Roxanne 
+Angelica 
+Johnnie 
+Robyn 
+Francis 
+Adrienne 
+Rosalie 
+Alexandra 
+Brooke 
+Bethany 
+Sadie 
+Bernadette 
+Traci 
+Jody 
+Kendra 
+Jasmine 
+Nichole 
+Rachael 
+Chelsea 
+Mable 
+Ernestine 
+Muriel 
+Marcella 
+Elena 
+Krystal 
+Angelina 
+Nadine 
+Kari 
+Estelle 
+Dianna 
+Paulette 
+Lora 
+Mona 
+Doreen 
+Rosemarie 
+Angel 
+Desiree 
+Antonia 
+Hope 
+Ginger 
+Janis 
+Betsy 
+Christie 
+Freda 
+Mercedes 
+Meredith 
+Lynette 
+Teri 
+Cristina 
+Eula 
+Leigh 
+Meghan 
+Sophia 
+Eloise 
+Rochelle 
+Gretchen 
+Cecelia 
+Raquel 
+Henrietta 
+Alyssa 
+Jana 
+Kelley 
+Gwen 
+Kerry 
+Jenna 
+Tricia 
+Laverne 
+Olive 
+Alexis 
+Tasha 
+Silvia 
+Elvira 
+Casey 
+Delia 
+Sophie 
+Kate 
+Patti 
+Lorena 
+Kellie 
+Sonja 
+Lila 
+Lana 
+Darla 
+May 
+Mindy 
+Essie 
+Mandy 
+Lorene 
+Elsa 
+Josefina 
+Jeannie 
+Miranda 
+Dixie 
+Lucia 
+Marta 
+Faith 
+Lela 
+Johanna 
+Shari 
+Camille 
+Tami 
+Shawna 
+Elisa 
+Ebony 
+Melba 
+Ora 
+Nettie 
+Tabitha 
+Ollie 
+Jaime 
+Winifred 
+Kristie 
+Marina 
+Alisha 
+Aimee 
+Rena 
+Myrna 
+Marla 
+Tammie 
+Latasha 
+Bonita 
+Patrice 
+Ronda 
+Sherrie 
+Addie 
+Francine 
+Deloris 
+Stacie 
+Adriana 
+Cheri 
+Shelby 
+Abigail 
+Celeste 
+Jewel 
+Cara 
+Adele 
+Rebekah 
+Lucinda 
+Dorthy 
+Chris 
+Effie 
+Trina 
+Reba 
+Shawn 
+Sallie 
+Aurora 
+Lenora 
+Etta 
+Lottie 
+Kerri 
+Trisha 
+Nikki 
+Estella 
+Francisca 
+Josie 
+Tracie 
+Marissa 
+Karin 
+Brittney 
+Janelle 
+Lourdes 
+Laurel 
+Helene 
+Fern 
+Elva 
+Corinne 
+Kelsey 
+Ina 
+Bettie 
+Elisabeth 
+Aida 
+Caitlin 
+Ingrid 
+Iva 
+Eugenia 
+Christa 
+Goldie 
+Cassie 
+Maude 
+Jenifer 
+Therese 
+Frankie 
+Dena 
+Lorna 
+Janette 
+Latonya 
+Candy 
+Morgan 
+Consuelo 
+Tamika 
+Rosetta 
+Debora 
+Cherie 
+Polly 
+Dina 
+Jewell 
+Fay 
+Jillian 
+Dorothea 
+Nell 
+Trudy 
+Esperanza 
+Patrica 
+Kimberley 
+Shanna 
+Helena 
+Carolina 
+Cleo 
+Stefanie 
+Rosario 
+Ola 
+Janine 
+Mollie 
+Lupe 
+Alisa 
+Lou 
+Maribel 
+Susanne 
+Bette 
+Susana 
+Elise 
+Cecile 
+Isabelle 
+Lesley 
+Jocelyn 
+Paige 
+Joni 
+Rachelle 
+Leola 
+Daphne 
+Alta 
+Ester 
+Petra 
+Graciela 
+Imogene 
+Jolene 
+Keisha 
+Lacey 
+Glenna 
+Gabriela 
+Keri 
+Ursula 
+Lizzie 
+Kirsten 
+Shana 
+Adeline 
+Mayra 
+Jayne 
+Jaclyn 
+Gracie 
+Sondra 
+Carmela 
+Marisa 
+Rosalind 
+Charity 
+Tonia 
+Beatriz 
+Marisol 
+Clarice 
+Jeanine 
+Sheena 
+Angeline 
+Frieda 
+Lily 
+Robbie 
+Shauna 
+Millie 
+Claudette 
+Cathleen 
+Angelia 
+Gabrielle 
+Autumn 
+Katharine 
+Summer 
+Jodie 
+Staci 
+Lea 
+Christi 
+Jimmie 
+Justine 
+Elma 
+Luella 
+Margret 
+Dominique 
+Socorro 
+Rene 
+Martina 
+Margo 
+Mavis 
+Callie 
+Bobbi 
+Maritza 
+Lucile 
+Leanne 
+Jeannine 
+Deana 
+Aileen 
+Lorie 
+Ladonna 
+Willa 
+Manuela 
+Gale 
+Selma 
+Dolly 
+Sybil 
+Abby 
+Lara 
+Dale 
+Ivy 
+Dee 
+Winnie 
+Marcy 
+Luisa 
+Jeri 
+Magdalena 
+Ofelia 
+Meagan 
+Audra 
+Matilda 
+Leila 
+Cornelia 
+Bianca 
+Simone 
+Bettye 
+Randi 
+Virgie 
+Latisha 
+Barbra 
+Georgina 
+Eliza 
+Leann 
+Bridgette 
+Rhoda 
+Haley 
+Adela 
+Nola 
+Bernadine 
+Flossie 
+Ila 
+Greta 
+Ruthie 
+Nelda 
+Minerva 
+Lilly 
+Terrie 
+Letha 
+Hilary 
+Estela 
+Valarie 
+Brianna 
+Rosalyn 
+Earline 
+Catalina 
+Ava 
+Mia 
+Clarissa 
+Lidia 
+Corrine 
+Alexandria 
+Concepcion 
+Tia 
+Sharron 
+Rae 
+Dona 
+Ericka 
+Jami 
+Elnora 
+Chandra 
+Lenore 
+Neva 
+Marylou 
+Melisa 
+Tabatha 
+Serena 
+Avis 
+Allie 
+Sofia 
+Jeanie 
+Odessa 
+Nannie 
+Harriett 
+Loraine 
+Penelope 
+Milagros 
+Emilia 
+Benita 
+Allyson 
+Ashlee 
+Tania 
+Tommie 
+Esmeralda 
+Karina 
+Eve 
+Pearlie 
+Zelma 
+Malinda 
+Noreen 
+Tameka 
+Saundra 
+Hillary 
+Amie 
+Althea 
+Rosalinda 
+Jordan 
+Lilia 
+Alana 
+Gay 
+Clare 
+Alejandra 
+Elinor 
+Michael 
+Lorrie 
+Jerri 
+Darcy 
+Earnestine 
+Carmella 
+Taylor 
+Noemi 
+Marcie 
+Liza 
+Annabelle 
+Louisa 
+Earlene 
+Mallory 
+Carlene 
+Nita 
+Selena 
+Tanisha 
+Katy 
+Julianne 
+John 
+Lakisha 
+Edwina 
+Maricela 
+Margery 
+Kenya 
+Dollie 
+Roxie 
+Roslyn 
+Kathrine 
+Nanette 
+Charmaine 
+Lavonne 
+Ilene 
+Kris 
+Tammi 
+Suzette 
+Corine 
+Kaye 
+Jerry 
+Merle 
+Chrystal 
+Lina 
+Deanne 
+Lilian 
+Juliana 
+Aline 
+Luann 
+Kasey 
+Maryanne 
+Evangeline 
+Colette 
+Melva 
+Lawanda 
+Yesenia 
+Nadia 
+Madge 
+Kathie 
+Eddie 
+Ophelia 
+Valeria 
+Nona 
+Mitzi 
+Mari 
+Georgette 
+Claudine 
+Fran 
+Alissa 
+Roseann 
+Lakeisha 
+Susanna 
+Reva 
+Deidre 
+Chasity 
+Sheree 
+Carly 
+James 
+Elvia 
+Alyce 
+Deirdre 
+Gena 
+Briana 
+Araceli 
+Katelyn 
+Rosanne 
+Wendi 
+Tessa 
+Berta 
+Marva 
+Imelda 
+Marietta 
+Marci 
+Leonor 
+Arline 
+Sasha 
+Madelyn 
+Janna 
+Juliette 
+Deena 
+Aurelia 
+Josefa 
+Augusta 
+Liliana 
+Young 
+Christian 
+Lessie 
+Amalia 
+Savannah 
+Anastasia 
+Vilma 
+Natalia 
+Rosella 
+Lynnette 
+Corina 
+Alfreda 
+Leanna 
+Carey 
+Amparo 
+Coleen 
+Tamra 
+Aisha 
+Wilda 
+Karyn 
+Cherry 
+Queen 
+Maura 
+Mai 
+Evangelina 
+Rosanna 
+Hallie 
+Erna 
+Enid 
+Mariana 
+Lacy 
+Juliet 
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diff --git a/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned b/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned
new file mode 100755
index 0000000..c9ec798
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned
@@ -0,0 +1,88799 @@
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diff --git a/hyracks/hyracks-storage-am-invertedindex/pom.xml b/hyracks/hyracks-storage-am-invertedindex/pom.xml
deleted file mode 100644
index a647e9d..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/pom.xml
+++ /dev/null
@@ -1,64 +0,0 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
-  <artifactId>hyracks-storage-am-invertedindex</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
-  <name>hyracks-storage-am-invertedindex</name>
-
-  <parent>
-    <groupId>edu.uci.ics.hyracks</groupId>
-    <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-compiler-plugin</artifactId>
-        <version>2.0.2</version>
-        <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
-        </configuration>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>  	
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-dataflow-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>  	
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>  	
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-btree</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>    
-  	<dependency>
-  		<groupId>junit</groupId>
-  		<artifactId>junit</artifactId>
-  		<version>4.8.1</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>  	  		
-  </dependencies>
-</project>
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexOperatorDescriptor.java
deleted file mode 100644
index 042042f..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexOperatorDescriptor.java
+++ /dev/null
@@ -1,32 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
-
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.ITreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-
-public interface IInvertedIndexOperatorDescriptor extends ITreeIndexOperatorDescriptor {
-    public IBinaryComparatorFactory[] getInvListsComparatorFactories();
-
-    public IBinaryTokenizerFactory getTokenizerFactory();
-    
-    public ITypeTraits[] getInvListsTypeTraits();
-    
-    public IFileSplitProvider getInvListsFileSplitProvider();
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifier.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifier.java
deleted file mode 100644
index bd96f67..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifier.java
+++ /dev/null
@@ -1,24 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
-
-import java.util.List;
-
-public interface IInvertedIndexSearchModifier {
-    public int getOccurrenceThreshold(List<IInvertedListCursor> invListCursors);
-
-    public int getPrefixLists(List<IInvertedListCursor> invListCursors);
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
deleted file mode 100644
index 92770d6..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
+++ /dev/null
@@ -1,22 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
-
-import java.io.Serializable;
-
-public interface IInvertedIndexSearchModifierFactory extends Serializable {
-    public IInvertedIndexSearchModifier createSearchModifier();
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearcher.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearcher.java
deleted file mode 100644
index d633c34..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearcher.java
+++ /dev/null
@@ -1,41 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
-
-import java.nio.ByteBuffer;
-import java.util.List;
-
-import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchPredicate;
-
-public interface IInvertedIndexSearcher {
-    public void search(InvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred)
-            throws HyracksDataException, IndexException;
-
-    public IFrameTupleAccessor createResultFrameTupleAccessor();
-
-    public ITupleReference createResultTupleReference();
-
-    public List<ByteBuffer> getResultBuffers();
-
-    public int getNumValidResultBuffers();
-    
-    public void reset();
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListBuilder.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListBuilder.java
deleted file mode 100644
index aaaef56..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListBuilder.java
+++ /dev/null
@@ -1,32 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
-
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-
-public interface IInvertedListBuilder {
-    public boolean startNewList(ITupleReference tuple, int numTokenFields);
-
-    // returns true if successfully appended
-    // returns false if not enough space in targetBuf
-    public boolean appendElement(ITupleReference tuple, int numTokenFields, int numElementFields);
-
-    public void setTargetBuffer(byte[] targetBuf, int startPos);
-
-    public int getListSize();
-
-    public int getPos();
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListCursor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListCursor.java
deleted file mode 100644
index 9435f3c..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListCursor.java
+++ /dev/null
@@ -1,56 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-
-public interface IInvertedListCursor extends Comparable<IInvertedListCursor> {
-    void reset(int startPageId, int endPageId, int startOff, int numElements);
-
-    void pinPagesSync() throws HyracksDataException;
-
-    void pinPagesAsync() throws HyracksDataException;
-
-    void unpinPages() throws HyracksDataException;
-
-    boolean hasNext();
-
-    void next();
-
-    ITupleReference getTuple();
-
-    // getters
-    int getNumElements();
-
-    int getStartPageId();
-
-    int getEndPageId();
-
-    int getStartOff();
-
-    // jump to a specific element
-    void positionCursor(int elementIx);
-
-    boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp);
-
-    // for debugging
-    String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException;
-
-    String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException;
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java
deleted file mode 100644
index 117f96f..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java
+++ /dev/null
@@ -1,168 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
-import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.util.InvertedIndexUtils;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-
-public abstract class AbstractInvertedIndexOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor
-        implements IInvertedIndexOperatorDescriptor {
-
-    private static final long serialVersionUID = 1L;
-
-    // General.
-    protected final IStorageManagerInterface storageManager;
-    protected final IIndexRegistryProvider<IIndex> indexRegistryProvider;
-    protected final boolean retainInput;
-    protected final IOperationCallbackProvider opCallbackProvider;
-    
-    // Btree.
-    protected final ITreeIndexFrameFactory btreeInteriorFrameFactory;
-    protected final ITreeIndexFrameFactory btreeLeafFrameFactory;
-    protected final ITypeTraits[] btreeTypeTraits;
-    protected final IBinaryComparatorFactory[] btreeComparatorFactories;
-    protected final IIndexDataflowHelperFactory btreeDataflowHelperFactory;
-    protected final IFileSplitProvider btreeFileSplitProvider;
-
-    // Inverted index.
-    protected final ITypeTraits[] invListsTypeTraits;
-    protected final IBinaryComparatorFactory[] invListComparatorFactories;
-    protected final IBinaryTokenizerFactory tokenizerFactory;
-    protected final IFileSplitProvider invListsFileSplitProvider;
-
-    public AbstractInvertedIndexOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity, int outputArity,
-            RecordDescriptor recDesc, IStorageManagerInterface storageManager,
-            IFileSplitProvider btreeFileSplitProvider, IFileSplitProvider invListsFileSplitProvider,
-            IIndexRegistryProvider<IIndex> indexRegistryProvider, ITypeTraits[] tokenTypeTraits,
-            IBinaryComparatorFactory[] tokenComparatorFactories, ITypeTraits[] invListsTypeTraits,
-            IBinaryComparatorFactory[] invListComparatorFactories, IBinaryTokenizerFactory tokenizerFactory,
-            IIndexDataflowHelperFactory btreeDataflowHelperFactory, boolean retainInput, IOperationCallbackProvider opCallbackProvider) {
-        super(spec, inputArity, outputArity);
-
-        // General.
-        this.storageManager = storageManager;
-        this.indexRegistryProvider = indexRegistryProvider;
-        this.retainInput = retainInput;
-        this.opCallbackProvider = opCallbackProvider;
-        
-        // Btree.
-        this.btreeTypeTraits = InvertedIndexUtils.getBTreeTypeTraits(tokenTypeTraits);
-        ITreeIndexTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(btreeTypeTraits);
-        this.btreeInteriorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
-        this.btreeLeafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
-        this.btreeComparatorFactories = tokenComparatorFactories;
-        this.btreeDataflowHelperFactory = btreeDataflowHelperFactory;
-        this.btreeFileSplitProvider = btreeFileSplitProvider;
-
-        // Inverted index.
-        this.invListsTypeTraits = invListsTypeTraits;
-        this.invListComparatorFactories = invListComparatorFactories;
-        this.tokenizerFactory = tokenizerFactory;
-        this.invListsFileSplitProvider = invListsFileSplitProvider;
-
-        if (outputArity > 0) {
-            recordDescriptors[0] = recDesc;
-        }
-    }
-
-    @Override
-    public IFileSplitProvider getFileSplitProvider() {
-        return btreeFileSplitProvider;
-    }
-    
-    @Override
-    public IFileSplitProvider getInvListsFileSplitProvider() {
-        return invListsFileSplitProvider;
-    }
-
-    @Override
-    public IBinaryComparatorFactory[] getTreeIndexComparatorFactories() {
-        return btreeComparatorFactories;
-    }
-
-    @Override
-    public ITypeTraits[] getTreeIndexTypeTraits() {
-        return btreeTypeTraits;
-    }
-
-    @Override
-    public IStorageManagerInterface getStorageManager() {
-        return storageManager;
-    }
-
-    @Override
-    public RecordDescriptor getRecordDescriptor() {
-        return recordDescriptors[0];
-    }
-
-    @Override
-    public IBinaryComparatorFactory[] getInvListsComparatorFactories() {
-        return invListComparatorFactories;
-    }
-
-    @Override
-    public IBinaryTokenizerFactory getTokenizerFactory() {
-        return tokenizerFactory;
-    }
-    
-    @Override
-    public ITypeTraits[] getInvListsTypeTraits() {
-        return invListsTypeTraits;
-    }
-
-    @Override
-    public IIndexRegistryProvider<IIndex> getIndexRegistryProvider() {
-        return indexRegistryProvider;
-    }
-    
-    @Override
-    public IIndexDataflowHelperFactory getIndexDataflowHelperFactory() {
-        return btreeDataflowHelperFactory;
-    }
-    
-    @Override
-    public boolean getRetainInput() {
-    	return retainInput;
-    }
-    
-    @Override
-    public IOperationCallbackProvider getOpCallbackProvider() {
-    	return opCallbackProvider;
-    }
-    
-    @Override
-	public ITupleFilterFactory getTupleFilterFactory() {
-		return null;
-	}
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
deleted file mode 100644
index a146479..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
+++ /dev/null
@@ -1,54 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-
-public class BinaryTokenizerOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
-
-    private static final long serialVersionUID = 1L;
-
-    private final IBinaryTokenizerFactory tokenizerFactory;
-    // Fields that will be tokenized
-    private final int[] tokenFields;
-    // operator will append these key fields to each token, e.g., as
-    // payload for an inverted list
-    // WARNING: too many key fields can cause significant data blowup.
-    private final int[] keyFields;
-
-    public BinaryTokenizerOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
-            IBinaryTokenizerFactory tokenizerFactory, int[] tokenFields, int[] keyFields) {
-        super(spec, 1, 1);
-        this.tokenizerFactory = tokenizerFactory;
-        this.tokenFields = tokenFields;
-        this.keyFields = keyFields;
-        recordDescriptors[0] = recDesc;
-    }
-
-    @Override
-    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
-            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
-        return new BinaryTokenizerOperatorNodePushable(ctx, recordDescProvider.getInputRecordDescriptor(
-                getActivityId(), 0), recordDescriptors[0], tokenizerFactory.createTokenizer(), tokenFields, keyFields);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
deleted file mode 100644
index 6744f70..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
+++ /dev/null
@@ -1,126 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import java.io.IOException;
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
-import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
-
-public class BinaryTokenizerOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
-
-    private final IHyracksTaskContext ctx;
-    private final IBinaryTokenizer tokenizer;
-    private final int[] tokenFields;
-    private final int[] projFields;
-    private final RecordDescriptor inputRecDesc;
-    private final RecordDescriptor outputRecDesc;
-
-    private FrameTupleAccessor accessor;
-    private ArrayTupleBuilder builder;
-    private GrowableArray builderFieldData;
-    private FrameTupleAppender appender;
-    private ByteBuffer writeBuffer;
-
-    public BinaryTokenizerOperatorNodePushable(IHyracksTaskContext ctx, RecordDescriptor inputRecDesc,
-            RecordDescriptor outputRecDesc, IBinaryTokenizer tokenizer, int[] tokenFields, int[] projFields) {
-        this.ctx = ctx;
-        this.tokenizer = tokenizer;
-        this.tokenFields = tokenFields;
-        this.projFields = projFields;
-        this.inputRecDesc = inputRecDesc;
-        this.outputRecDesc = outputRecDesc;
-    }
-
-    @Override
-    public void open() throws HyracksDataException {
-        accessor = new FrameTupleAccessor(ctx.getFrameSize(), inputRecDesc);
-        writeBuffer = ctx.allocateFrame();
-        builder = new ArrayTupleBuilder(outputRecDesc.getFieldCount());
-        builderFieldData = builder.getFieldData();
-        appender = new FrameTupleAppender(ctx.getFrameSize());
-        appender.reset(writeBuffer, true);
-        writer.open();
-    }
-
-    @Override
-    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-        accessor.reset(buffer);
-
-        int tupleCount = accessor.getTupleCount();
-        for (int i = 0; i < tupleCount; i++) {
-
-            for (int j = 0; j < tokenFields.length; j++) {
-
-                tokenizer.reset(
-                        accessor.getBuffer().array(),
-                        accessor.getTupleStartOffset(i) + accessor.getFieldSlotsLength()
-                                + accessor.getFieldStartOffset(i, tokenFields[j]),
-                        accessor.getFieldLength(i, tokenFields[j]));
-
-                while (tokenizer.hasNext()) {
-                    tokenizer.next();
-
-                    builder.reset();
-                    try {
-                        IToken token = tokenizer.getToken();
-                        token.serializeToken(builderFieldData);
-                        builder.addFieldEndOffset();
-                    } catch (IOException e) {
-                        throw new HyracksDataException(e.getMessage());
-                    }
-
-                    for (int k = 0; k < projFields.length; k++) {
-                        builder.addField(accessor, i, projFields[k]);
-                    }
-
-                    if (!appender.append(builder.getFieldEndOffsets(), builder.getByteArray(), 0, builder.getSize())) {
-                        FrameUtils.flushFrame(writeBuffer, writer);
-                        appender.reset(writeBuffer, true);
-                        if (!appender
-                                .append(builder.getFieldEndOffsets(), builder.getByteArray(), 0, builder.getSize())) {
-                            throw new IllegalStateException();
-                        }
-                    }
-                }
-            }
-        }
-
-        if (appender.getTupleCount() > 0) {
-            FrameUtils.flushFrame(writeBuffer, writer);
-        }
-    }
-
-    @Override
-    public void close() throws HyracksDataException {
-        writer.close();
-    }
-
-    @Override
-    public void fail() throws HyracksDataException {
-        writer.fail();
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java
deleted file mode 100644
index 7ffec4d..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java
+++ /dev/null
@@ -1,57 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-
-public class InvertedIndexBulkLoadOperatorDescriptor extends AbstractInvertedIndexOperatorDescriptor {
-
-    private static final long serialVersionUID = 1L;
-
-    private final int[] fieldPermutation;
-
-    public InvertedIndexBulkLoadOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] fieldPermutation,
-            IStorageManagerInterface storageManager, IFileSplitProvider btreeFileSplitProvider,
-            IFileSplitProvider invListsFileSplitProvider, IIndexRegistryProvider<IIndex> indexRegistryProvider,
-            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenComparatorFactories,
-            ITypeTraits[] invListsTypeTraits, IBinaryComparatorFactory[] invListComparatorFactories,
-            IBinaryTokenizerFactory tokenizerFactory, IIndexDataflowHelperFactory btreeDataflowHelperFactory,
-            IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 1, 0, null, storageManager, btreeFileSplitProvider, invListsFileSplitProvider,
-                indexRegistryProvider, tokenTypeTraits, tokenComparatorFactories, invListsTypeTraits,
-                invListComparatorFactories, tokenizerFactory, btreeDataflowHelperFactory, false,
-                opCallbackProvider);
-        this.fieldPermutation = fieldPermutation;
-    }
-
-    @Override
-    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
-            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
-        return new InvertedIndexBulkLoadOperatorNodePushable(this, ctx, partition, fieldPermutation, recordDescProvider);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java
deleted file mode 100644
index c6fa56d..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java
+++ /dev/null
@@ -1,116 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex.InvertedIndexBulkLoadContext;
-
-public class InvertedIndexBulkLoadOperatorNodePushable extends AbstractUnaryInputSinkOperatorNodePushable {
-    private final TreeIndexDataflowHelper btreeDataflowHelper;
-    private final InvertedIndexDataflowHelper invIndexDataflowHelper;
-    private InvertedIndex invIndex;
-    private InvertedIndex.InvertedIndexBulkLoadContext bulkLoadCtx;
-
-    private FrameTupleAccessor accessor;
-    private PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
-
-    private IRecordDescriptorProvider recordDescProvider;
-
-    public InvertedIndexBulkLoadOperatorNodePushable(AbstractInvertedIndexOperatorDescriptor opDesc,
-            IHyracksTaskContext ctx, int partition, int[] fieldPermutation, IRecordDescriptorProvider recordDescProvider) {
-        btreeDataflowHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory()
-                .createIndexDataflowHelper(opDesc, ctx, partition);
-        invIndexDataflowHelper = new InvertedIndexDataflowHelper(btreeDataflowHelper, opDesc, ctx, partition);
-        this.recordDescProvider = recordDescProvider;
-        tuple.setFieldPermutation(fieldPermutation);
-    }
-
-    @Override
-    public void open() throws HyracksDataException {
-        AbstractInvertedIndexOperatorDescriptor opDesc = (AbstractInvertedIndexOperatorDescriptor) btreeDataflowHelper
-                .getOperatorDescriptor();
-        RecordDescriptor recDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
-        accessor = new FrameTupleAccessor(btreeDataflowHelper.getHyracksTaskContext().getFrameSize(), recDesc);
-
-        // BTree.
-        try {
-            btreeDataflowHelper.init(false);
-        } catch (Exception e) {
-            // Cleanup in case of failure.
-            btreeDataflowHelper.deinit();
-            if (e instanceof HyracksDataException) {
-                throw (HyracksDataException) e;
-            } else {
-                throw new HyracksDataException(e);
-            }
-        }
-
-        // Inverted Index.
-        try {
-            invIndexDataflowHelper.init(false);
-            invIndex = (InvertedIndex) invIndexDataflowHelper.getIndex();
-            bulkLoadCtx = (InvertedIndexBulkLoadContext) invIndex.beginBulkLoad(BTree.DEFAULT_FILL_FACTOR);
-        } catch (Exception e) {
-            // Cleanup in case of failure.
-            invIndexDataflowHelper.deinit();
-            if (e instanceof HyracksDataException) {
-                throw (HyracksDataException) e;
-            } else {
-                throw new HyracksDataException(e);
-            }
-        }
-    }
-
-    @Override
-    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-        accessor.reset(buffer);
-        int tupleCount = accessor.getTupleCount();
-        for (int i = 0; i < tupleCount; i++) {
-            tuple.reset(accessor, i);
-            invIndex.bulkLoadAddTuple(tuple, bulkLoadCtx);
-        }
-    }
-
-    @Override
-    public void close() throws HyracksDataException {
-        try {
-            invIndex.endBulkLoad(bulkLoadCtx);
-        } catch (Exception e) {
-            throw new HyracksDataException(e);
-        } finally {
-            try {
-                btreeDataflowHelper.deinit();
-            } finally {
-                invIndexDataflowHelper.deinit();
-            }
-        }
-    }
-
-    @Override
-    public void fail() throws HyracksDataException {
-        writer.fail();
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java
deleted file mode 100644
index 01d1a97..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java
+++ /dev/null
@@ -1,53 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-
-public class InvertedIndexCreateOperatorDescriptor extends AbstractInvertedIndexOperatorDescriptor {
-
-    private static final long serialVersionUID = 1L;
-
-    public InvertedIndexCreateOperatorDescriptor(IOperatorDescriptorRegistry spec,
-            IStorageManagerInterface storageManager, IFileSplitProvider btreeFileSplitProvider,
-            IFileSplitProvider invListsFileSplitProvider, IIndexRegistryProvider<IIndex> indexRegistryProvider,
-            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenComparatorFactories,
-            ITypeTraits[] invListsTypeTraits, IBinaryComparatorFactory[] invListComparatorFactories,
-            IBinaryTokenizerFactory tokenizerFactory, IIndexDataflowHelperFactory btreeDataflowHelperFactory,
-            IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 0, 0, null, storageManager, btreeFileSplitProvider, invListsFileSplitProvider,
-                indexRegistryProvider, tokenTypeTraits, tokenComparatorFactories, invListsTypeTraits,
-                invListComparatorFactories, tokenizerFactory, btreeDataflowHelperFactory, false, opCallbackProvider);
-    }
-
-    @Override
-    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
-            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
-        return new InvertedIndexCreateOperatorNodePushable(this, ctx, partition);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java
deleted file mode 100644
index eb909d8..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java
+++ /dev/null
@@ -1,68 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import edu.uci.ics.hyracks.api.comm.IFrameWriter;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
-
-public class InvertedIndexCreateOperatorNodePushable extends AbstractOperatorNodePushable {
-    private final TreeIndexDataflowHelper btreeDataflowHelper;
-    private final InvertedIndexDataflowHelper invIndexDataflowHelper;
-
-    public InvertedIndexCreateOperatorNodePushable(AbstractInvertedIndexOperatorDescriptor opDesc,
-            IHyracksTaskContext ctx, int partition) {
-        btreeDataflowHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory()
-                .createIndexDataflowHelper(opDesc, ctx, partition);
-        invIndexDataflowHelper = new InvertedIndexDataflowHelper(btreeDataflowHelper, opDesc, ctx, partition);
-    }
-
-    @Override
-    public void deinitialize() throws HyracksDataException {
-    }
-
-    @Override
-    public int getInputArity() {
-        return 0;
-    }
-
-    @Override
-    public IFrameWriter getInputFrameWriter(int index) {
-        return null;
-    }
-
-    @Override
-    public void initialize() throws HyracksDataException {
-    	// BTree.
-    	try {
-    		btreeDataflowHelper.init(true);
-    	} finally {
-    		btreeDataflowHelper.deinit();
-    	}
-    	// Inverted Index.
-    	try {
-    		invIndexDataflowHelper.init(true);
-    	} finally {
-    		invIndexDataflowHelper.deinit();
-    	}
-    }
-
-    @Override
-    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelper.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelper.java
deleted file mode 100644
index 6d0ff38..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelper.java
+++ /dev/null
@@ -1,57 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeElementInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-
-public final class InvertedIndexDataflowHelper extends IndexDataflowHelper {
-    private final TreeIndexDataflowHelper btreeDataflowHelper;
-
-    public InvertedIndexDataflowHelper(TreeIndexDataflowHelper btreeDataflowHelper, IIndexOperatorDescriptor opDesc,
-            IHyracksTaskContext ctx, int partition) {
-        super(opDesc, ctx, partition);
-        this.btreeDataflowHelper = btreeDataflowHelper;
-    }
-
-    public FileReference getFilereference() {
-        AbstractInvertedIndexOperatorDescriptor invIndexOpDesc = (AbstractInvertedIndexOperatorDescriptor) opDesc;
-        IFileSplitProvider fileSplitProvider = invIndexOpDesc.getInvListsFileSplitProvider();
-        return fileSplitProvider.getFileSplits()[partition].getLocalFile();
-    }
-
-    @Override
-    public IIndex createIndexInstance() throws HyracksDataException {
-        IInvertedIndexOperatorDescriptor invIndexOpDesc = (IInvertedIndexOperatorDescriptor) opDesc;
-        // Assumes btreeDataflowHelper.init() has already been called.
-        BTree btree = (BTree) btreeDataflowHelper.getIndex();
-        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(
-                invIndexOpDesc.getInvListsTypeTraits());
-        return new InvertedIndex(opDesc.getStorageManager().getBufferCache(ctx), btree,
-                invIndexOpDesc.getInvListsTypeTraits(), invIndexOpDesc.getInvListsComparatorFactories(),
-                invListBuilder);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java
deleted file mode 100644
index 497dfb5..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java
+++ /dev/null
@@ -1,65 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
-import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-
-public class InvertedIndexSearchOperatorDescriptor extends AbstractInvertedIndexOperatorDescriptor {
-    private static final long serialVersionUID = 1L;
-
-    private final int queryField;
-    private final IInvertedIndexSearchModifierFactory searchModifierFactory;
-
-    public InvertedIndexSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, int queryField,
-            IStorageManagerInterface storageManager, IFileSplitProvider btreeFileSplitProvider,
-            IFileSplitProvider invListsFileSplitProvider, IIndexRegistryProvider<IIndex> indexRegistryProvider,
-            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenComparatorFactories,
-            ITypeTraits[] invListsTypeTraits, IBinaryComparatorFactory[] invListComparatorFactories,
-            IIndexDataflowHelperFactory btreeDataflowHelperFactory, IBinaryTokenizerFactory queryTokenizerFactory,
-            IInvertedIndexSearchModifierFactory searchModifierFactory, RecordDescriptor recDesc, boolean retainInput,
-            IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 1, 1, recDesc, storageManager, btreeFileSplitProvider, invListsFileSplitProvider,
-                indexRegistryProvider, tokenTypeTraits, tokenComparatorFactories, invListsTypeTraits,
-                invListComparatorFactories, queryTokenizerFactory, btreeDataflowHelperFactory, retainInput,
-                opCallbackProvider);
-        this.queryField = queryField;
-        this.searchModifierFactory = searchModifierFactory;
-    }
-
-    @Override
-    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
-            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
-        IInvertedIndexSearchModifier searchModifier = searchModifierFactory.createSearchModifier();
-        return new InvertedIndexSearchOperatorNodePushable(this, ctx, partition, queryField, searchModifier,
-                recordDescProvider);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java
deleted file mode 100644
index f3080f4..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java
+++ /dev/null
@@ -1,186 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import java.io.DataOutput;
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
-import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchPredicate;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.OccurrenceThresholdPanicException;
-
-public class InvertedIndexSearchOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
-    private final TreeIndexDataflowHelper btreeDataflowHelper;
-    private final InvertedIndexDataflowHelper invIndexDataflowHelper;
-    private final int queryField;
-    private FrameTupleAccessor accessor;
-    private FrameTupleReference tuple;
-    private IRecordDescriptorProvider recordDescProvider;
-    private InvertedIndex invIndex;
-
-    private final InvertedIndexSearchPredicate searchPred;
-    private IIndexAccessor indexAccessor;
-    private IIndexCursor resultCursor;
-
-    private ByteBuffer writeBuffer;
-    private FrameTupleAppender appender;
-    private ArrayTupleBuilder tb;
-    private DataOutput dos;
-
-    private final AbstractInvertedIndexOperatorDescriptor opDesc;
-    private final boolean retainInput;
-
-    public InvertedIndexSearchOperatorNodePushable(AbstractInvertedIndexOperatorDescriptor opDesc,
-            IHyracksTaskContext ctx, int partition, int queryField, IInvertedIndexSearchModifier searchModifier,
-            IRecordDescriptorProvider recordDescProvider) {
-        this.opDesc = opDesc;
-        btreeDataflowHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory()
-                .createIndexDataflowHelper(opDesc, ctx, partition);
-        invIndexDataflowHelper = new InvertedIndexDataflowHelper(btreeDataflowHelper, opDesc, ctx, partition);
-        this.queryField = queryField;
-        this.searchPred = new InvertedIndexSearchPredicate(opDesc.getTokenizerFactory().createTokenizer(), searchModifier);
-        this.recordDescProvider = recordDescProvider;
-        this.retainInput = invIndexDataflowHelper.getOperatorDescriptor().getRetainInput();
-    }
-
-    @Override
-    public void open() throws HyracksDataException {
-        RecordDescriptor inputRecDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
-        accessor = new FrameTupleAccessor(btreeDataflowHelper.getHyracksTaskContext().getFrameSize(), inputRecDesc);
-        tuple = new FrameTupleReference();
-        // BTree.
-        try {
-            btreeDataflowHelper.init(false);
-        } catch (Exception e) {
-            // Cleanup in case of failure/
-            btreeDataflowHelper.deinit();
-            if (e instanceof HyracksDataException) {
-                throw (HyracksDataException) e;
-            } else {
-                throw new HyracksDataException(e);
-            }
-        }
-        // Inverted Index.
-        try {
-            invIndexDataflowHelper.init(false);
-            invIndex = (InvertedIndex) invIndexDataflowHelper.getIndex();
-        } catch (Exception e) {
-            // Cleanup in case of failure.
-            invIndexDataflowHelper.deinit();
-            if (e instanceof HyracksDataException) {
-                throw (HyracksDataException) e;
-            } else {
-                throw new HyracksDataException(e);
-            }
-        }
-
-        writeBuffer = btreeDataflowHelper.getHyracksTaskContext().allocateFrame();
-        tb = new ArrayTupleBuilder(recordDesc.getFieldCount());
-        dos = tb.getDataOutput();
-        appender = new FrameTupleAppender(btreeDataflowHelper.getHyracksTaskContext().getFrameSize());
-        appender.reset(writeBuffer, true);
-
-        indexAccessor = invIndex.createAccessor();
-        //InvertedIndex.InvertedIndexAccessor accessor =  
-        resultCursor = indexAccessor.createSearchCursor();
-        writer.open();
-    }
-
-    private void writeSearchResults() throws Exception {
-        while (resultCursor.hasNext()) {
-            resultCursor.next();
-            tb.reset();
-            if (retainInput) {
-                for (int i = 0; i < tuple.getFieldCount(); i++) {
-                	dos.write(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
-                    tb.addFieldEndOffset();
-                }
-            }
-            ITupleReference invListElement = resultCursor.getTuple();
-            int invListFields = opDesc.getInvListsTypeTraits().length;
-            for (int i = 0; i < invListFields; i++) {
-                dos.write(invListElement.getFieldData(i), invListElement.getFieldStart(i),
-                        invListElement.getFieldLength(i));
-                tb.addFieldEndOffset();
-            }
-            if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
-                FrameUtils.flushFrame(writeBuffer, writer);
-                appender.reset(writeBuffer, true);
-                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
-                    throw new IllegalStateException();
-                }
-            }
-        }
-    }
-
-    @Override
-    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-        accessor.reset(buffer);
-        int tupleCount = accessor.getTupleCount();
-        try {
-            for (int i = 0; i < tupleCount; i++) {
-                tuple.reset(accessor, i);
-                searchPred.setQueryTuple(tuple);
-                searchPred.setQueryFieldIndex(queryField);
-                try {
-                    resultCursor.reset();
-                    indexAccessor.search(resultCursor, searchPred);
-                    writeSearchResults();
-                } catch (OccurrenceThresholdPanicException e) {
-                    // Ignore panic cases for now.
-                }
-            }
-        } catch (Exception e) {
-            throw new HyracksDataException(e);
-        }
-    }
-
-    @Override
-    public void fail() throws HyracksDataException {
-        writer.fail();
-    }
-
-    @Override
-    public void close() throws HyracksDataException {
-        try {
-            if (appender.getTupleCount() > 0) {
-                FrameUtils.flushFrame(writeBuffer, writer);
-            }
-            writer.close();
-        } finally {
-            try {
-                btreeDataflowHelper.deinit();
-            } finally {
-                invIndexDataflowHelper.deinit();
-            }
-        }
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListBuilder.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListBuilder.java
deleted file mode 100644
index c4ab601..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListBuilder.java
+++ /dev/null
@@ -1,79 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-
-public class FixedSizeElementInvertedListBuilder implements IInvertedListBuilder {
-    private final int listElementSize;
-    private int listSize = 0;
-
-    private byte[] targetBuf;
-    private int pos;
-
-    public FixedSizeElementInvertedListBuilder(ITypeTraits[] invListFields) {
-        int tmp = 0;
-        for (int i = 0; i < invListFields.length; i++) {
-            tmp += invListFields[i].getFixedLength();
-        }
-        listElementSize = tmp;
-    }
-
-    @Override
-    public boolean startNewList(ITupleReference tuple, int tokenField) {
-        if (pos + listElementSize >= targetBuf.length)
-            return false;
-        else {
-            listSize = 0;
-            return true;
-        }
-    }
-
-    @Override
-    public boolean appendElement(ITupleReference tuple, int numTokenFields, int numElementFields) {
-        if (pos + listElementSize >= targetBuf.length)
-            return false;
-
-        for (int i = 0; i < numElementFields; i++) {
-            int field = numTokenFields + i;
-            System.arraycopy(tuple.getFieldData(field), tuple.getFieldStart(field), targetBuf, pos,
-                    tuple.getFieldLength(field));
-        }
-
-        listSize++;
-        pos += listElementSize;
-
-        return true;
-    }
-
-    @Override
-    public void setTargetBuffer(byte[] targetBuf, int startPos) {
-        this.targetBuf = targetBuf;
-        this.pos = startPos;
-    }
-
-    @Override
-    public int getListSize() {
-        return listSize;
-    }
-
-    @Override
-    public int getPos() {
-        return pos;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListCursor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListCursor.java
deleted file mode 100644
index 446f171..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListCursor.java
+++ /dev/null
@@ -1,280 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import java.io.ByteArrayInputStream;
-import java.io.DataInput;
-import java.io.DataInputStream;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
-import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
-
-public class FixedSizeElementInvertedListCursor implements IInvertedListCursor {
-
-    private final IBufferCache bufferCache;
-    private final int fileId;
-    private final int elementSize;
-    private int currentElementIx;
-    private int currentOff;
-    private int currentPageIx;
-
-    private int startPageId;
-    private int endPageId;
-    private int startOff;
-    private int numElements;
-
-    private final FixedSizeTupleReference tuple;
-    private ICachedPage[] pages = new ICachedPage[10];
-    private int[] elementIndexes = new int[10];
-
-    public FixedSizeElementInvertedListCursor(IBufferCache bufferCache, int fileId, ITypeTraits[] invListFields) {
-        this.bufferCache = bufferCache;
-        this.fileId = fileId;
-        this.currentElementIx = 0;
-        this.currentPageIx = 0;
-
-        int tmp = 0;
-        for (int i = 0; i < invListFields.length; i++) {
-            tmp += invListFields[i].getFixedLength();
-        }
-        elementSize = tmp;
-        this.currentOff = -elementSize;
-        this.tuple = new FixedSizeTupleReference(invListFields);
-    }
-
-    @Override
-    public boolean hasNext() {
-        if (currentElementIx < numElements)
-            return true;
-        else
-            return false;
-    }
-
-    @Override
-    public void next() {
-        if (currentOff + 2 * elementSize >= bufferCache.getPageSize()) {
-            currentPageIx++;
-            currentOff = 0;
-        } else {
-            currentOff += elementSize;
-        }
-
-        currentElementIx++;
-        tuple.reset(pages[currentPageIx].getBuffer().array(), currentOff);
-    }
-
-    @Override
-    public void pinPagesAsync() {
-        // TODO: implement
-    }
-
-    @Override
-    public void pinPagesSync() throws HyracksDataException {
-        int pix = 0;
-        for (int i = startPageId; i <= endPageId; i++) {
-            pages[pix] = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, i), false);
-            pages[pix].acquireReadLatch();
-            pix++;
-        }
-    }
-
-    @Override
-    public void unpinPages() throws HyracksDataException {
-        int numPages = endPageId - startPageId + 1;
-        for (int i = 0; i < numPages; i++) {
-            pages[i].releaseReadLatch();
-            bufferCache.unpin(pages[i]);
-        }
-    }
-
-    @Override
-    public void positionCursor(int elementIx) {
-        int numPages = endPageId - startPageId + 1;
-
-        currentPageIx = binarySearch(elementIndexes, 0, numPages, elementIx);
-        if (currentPageIx < 0) {
-            throw new IndexOutOfBoundsException("Requested index: " + elementIx + " from array with numElements: "
-                    + numElements);
-        }
-
-        if (currentPageIx == 0) {
-            currentOff = startOff + elementIx * elementSize;
-        } else {
-            int relativeElementIx = elementIx - elementIndexes[currentPageIx - 1] - 1;
-            currentOff = relativeElementIx * elementSize;
-        }
-
-        currentElementIx = elementIx;
-        tuple.reset(pages[currentPageIx].getBuffer().array(), currentOff);
-    }
-
-    @Override
-    public boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp) {
-        int mid;
-        int begin = 0;
-        int end = numElements - 1;
-
-        while (begin <= end) {
-            mid = (begin + end) / 2;
-            positionCursor(mid);
-            int cmp = invListCmp.compare(searchTuple, tuple);
-            if (cmp < 0) {
-                end = mid - 1;
-            } else if (cmp > 0) {
-                begin = mid + 1;
-            } else {
-                return true;
-            }
-        }
-
-        return false;
-    }
-
-    @Override
-    public void reset(int startPageId, int endPageId, int startOff, int numElements) {
-        this.startPageId = startPageId;
-        this.endPageId = endPageId;
-        this.startOff = startOff;
-        this.numElements = numElements;
-        this.currentElementIx = 0;
-        this.currentPageIx = 0;
-        this.currentOff = startOff - elementSize;
-
-        int numPages = endPageId - startPageId + 1;
-        if (numPages > pages.length) {
-            pages = new ICachedPage[endPageId - startPageId + 1];
-            elementIndexes = new int[endPageId - startPageId + 1];
-        }
-
-        // fill elementIndexes
-        // first page
-        int cumulElements = (bufferCache.getPageSize() - startOff) / elementSize;
-        elementIndexes[0] = cumulElements - 1;
-
-        // middle, full pages
-        for (int i = 1; i < numPages - 1; i++) {
-            elementIndexes[i] = elementIndexes[i - 1] + (bufferCache.getPageSize() / elementSize);
-        }
-
-        // last page
-        elementIndexes[numPages - 1] = numElements - 1;
-    }
-
-    @Override
-    public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException {
-        int oldCurrentOff = currentOff;
-        int oldCurrentPageId = currentPageIx;
-        int oldCurrentElementIx = currentElementIx;
-
-        currentOff = startOff - elementSize;
-        currentPageIx = 0;
-        currentElementIx = 0;
-
-        StringBuilder strBuilder = new StringBuilder();
-
-        int count = 0;
-        while (hasNext()) {
-            next();
-            count++;
-            for (int i = 0; i < tuple.getFieldCount(); i++) {
-                ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
-                        tuple.getFieldLength(i));
-                DataInput dataIn = new DataInputStream(inStream);
-                Object o = serdes[i].deserialize(dataIn);
-                strBuilder.append(o.toString());
-                if (i + 1 < tuple.getFieldCount())
-                    strBuilder.append(",");
-            }
-            strBuilder.append(" ");
-        }
-
-        // reset previous state
-        currentOff = oldCurrentOff;
-        currentPageIx = oldCurrentPageId;
-        currentElementIx = oldCurrentElementIx;
-
-        return strBuilder.toString();
-    }
-
-    public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException {
-        StringBuilder strBuilder = new StringBuilder();
-        for (int i = 0; i < tuple.getFieldCount(); i++) {
-            ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
-                    tuple.getFieldLength(i));
-            DataInput dataIn = new DataInputStream(inStream);
-            Object o = serdes[i].deserialize(dataIn);
-            strBuilder.append(o.toString());
-            if (i + 1 < tuple.getFieldCount())
-                strBuilder.append(",");
-        }
-        return strBuilder.toString();
-    }
-
-    private int binarySearch(int[] arr, int arrStart, int arrLength, int key) {
-        int mid;
-        int begin = arrStart;
-        int end = arrStart + arrLength - 1;
-
-        while (begin <= end) {
-            mid = (begin + end) / 2;
-            int cmp = (key - arr[mid]);
-            if (cmp < 0) {
-                end = mid - 1;
-            } else if (cmp > 0) {
-                begin = mid + 1;
-            } else {
-                return mid;
-            }
-        }
-
-        if (begin > arr.length - 1)
-            return -1;
-        if (key < arr[begin])
-            return begin;
-        else
-            return -1;
-    }
-
-    @Override
-    public int compareTo(IInvertedListCursor invListCursor) {
-        return numElements - invListCursor.getNumElements();
-    }
-
-    @Override
-    public int getEndPageId() {
-        return endPageId;
-    }
-
-    @Override
-    public int getNumElements() {
-        return numElements;
-    }
-
-    @Override
-    public int getStartOff() {
-        return startOff;
-    }
-
-    @Override
-    public int getStartPageId() {
-        return startPageId;
-    }
-
-    public int getOffset() {
-        return currentOff;
-    }
-
-    public ICachedPage getPage() {
-        return pages[currentPageIx];
-    }
-
-    @Override
-    public ITupleReference getTuple() {
-        return tuple;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAccessor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAccessor.java
deleted file mode 100644
index cbedc45..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAccessor.java
+++ /dev/null
@@ -1,98 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.comm.FrameHelper;
-import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-
-public class FixedSizeFrameTupleAccessor implements IFrameTupleAccessor {
-
-    private final int frameSize;
-    private ByteBuffer buffer;
-
-    private final ITypeTraits[] fields;
-    private final int[] fieldStartOffsets;
-    private final int tupleSize;
-
-    public FixedSizeFrameTupleAccessor(int frameSize, ITypeTraits[] fields) {
-        this.frameSize = frameSize;
-        this.fields = fields;
-        this.fieldStartOffsets = new int[fields.length];
-        this.fieldStartOffsets[0] = 0;
-        for (int i = 1; i < fields.length; i++) {
-            fieldStartOffsets[i] = fieldStartOffsets[i - 1] + fields[i - 1].getFixedLength();
-        }
-
-        int tmp = 0;
-        for (int i = 0; i < fields.length; i++) {
-            tmp += fields[i].getFixedLength();
-        }
-        tupleSize = tmp;
-    }
-
-    @Override
-    public ByteBuffer getBuffer() {
-        return buffer;
-    }
-
-    @Override
-    public int getFieldCount() {
-        return fields.length;
-    }
-
-    @Override
-    public int getFieldEndOffset(int tupleIndex, int fIdx) {
-        return getTupleStartOffset(tupleIndex) + fieldStartOffsets[fIdx] + fields[fIdx].getFixedLength();
-    }
-
-    @Override
-    public int getFieldLength(int tupleIndex, int fIdx) {
-        return fields[fIdx].getFixedLength();
-    }
-
-    @Override
-    public int getFieldSlotsLength() {
-        return 0;
-    }
-
-    @Override
-    public int getFieldStartOffset(int tupleIndex, int fIdx) {
-        return tupleIndex * tupleSize + fieldStartOffsets[fIdx];
-    }
-
-    @Override
-    public int getTupleCount() {
-        return buffer.getInt(FrameHelper.getTupleCountOffset(frameSize));
-    }
-
-    @Override
-    public int getTupleEndOffset(int tupleIndex) {
-        return getFieldEndOffset(tupleIndex, fields.length - 1);
-    }
-
-    @Override
-    public int getTupleStartOffset(int tupleIndex) {
-        return tupleIndex * tupleSize;
-    }
-
-    @Override
-    public void reset(ByteBuffer buffer) {
-        this.buffer = buffer;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAppender.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAppender.java
deleted file mode 100644
index 489ec2e..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAppender.java
+++ /dev/null
@@ -1,127 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.comm.FrameHelper;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-
-public class FixedSizeFrameTupleAppender {
-
-    private static final int TUPLE_COUNT_SIZE = 4;
-    private final int frameSize;
-    private final int tupleSize;
-    private ByteBuffer buffer;
-    private int tupleCount;
-    private int tupleDataEndOffset;
-
-    public FixedSizeFrameTupleAppender(int frameSize, ITypeTraits[] fields) {
-        this.frameSize = frameSize;
-        int tmp = 0;
-        for (int i = 0; i < fields.length; i++) {
-            tmp += fields[i].getFixedLength();
-        }
-        tupleSize = tmp;
-    }
-
-    public void reset(ByteBuffer buffer, boolean clear) {
-        this.buffer = buffer;
-        if (clear) {
-            buffer.putInt(FrameHelper.getTupleCountOffset(frameSize), 0);
-            tupleCount = 0;
-            tupleDataEndOffset = 0;
-        }
-    }
-
-    public boolean append(byte[] bytes, int offset) {
-        if (tupleDataEndOffset + tupleSize + TUPLE_COUNT_SIZE <= frameSize) {
-            System.arraycopy(bytes, offset, buffer.array(), tupleDataEndOffset, tupleSize);
-            tupleDataEndOffset += tupleSize;
-            tupleCount++;
-            return true;
-        }
-        return false;
-    }
-
-    public boolean append(byte[] bytes, int offset, int length) {
-        if (tupleDataEndOffset + length + TUPLE_COUNT_SIZE <= frameSize) {
-            System.arraycopy(bytes, offset, buffer.array(), tupleDataEndOffset, length);
-            tupleDataEndOffset += length;
-            return true;
-        }
-        return false;
-    }
-
-    public boolean append(int fieldValue) {
-        if (tupleDataEndOffset + 4 + TUPLE_COUNT_SIZE <= frameSize) {
-            buffer.putInt(tupleDataEndOffset, fieldValue);
-            tupleDataEndOffset += 4;
-            tupleCount++;
-            return true;
-        }
-        return false;
-    }
-
-    public boolean append(long fieldValue) {
-        if (tupleDataEndOffset + 8 + TUPLE_COUNT_SIZE <= frameSize) {
-            buffer.putLong(tupleDataEndOffset, fieldValue);
-            tupleDataEndOffset += 8;
-            tupleCount++;
-            return true;
-        }
-        return false;
-    }
-
-    public boolean append(char fieldValue) {
-        if (tupleDataEndOffset + 2 + TUPLE_COUNT_SIZE <= frameSize) {
-            buffer.putLong(tupleDataEndOffset, fieldValue);
-            tupleDataEndOffset += 2;
-            tupleCount++;
-            return true;
-        }
-        return false;
-    }
-
-    public boolean append(byte fieldValue) {
-        if (tupleDataEndOffset + 1 + TUPLE_COUNT_SIZE <= frameSize) {
-            buffer.put(tupleDataEndOffset, fieldValue);
-            tupleDataEndOffset += 1;
-            tupleCount++;
-            return true;
-        }
-        return false;
-    }
-
-    // returns true if an entire tuple fits
-    // returns false otherwise
-    public boolean hasSpace() {
-        return tupleDataEndOffset + tupleSize + TUPLE_COUNT_SIZE <= frameSize;
-    }
-
-    public void incrementTupleCount(int count) {
-        buffer.putInt(FrameHelper.getTupleCountOffset(frameSize),
-                buffer.getInt(FrameHelper.getTupleCountOffset(frameSize)) + count);
-    }
-
-    public int getTupleCount() {
-        return tupleCount;
-    }
-
-    public ByteBuffer getBuffer() {
-        return buffer;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeTupleReference.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeTupleReference.java
deleted file mode 100644
index 0656d69..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeTupleReference.java
+++ /dev/null
@@ -1,61 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-
-public class FixedSizeTupleReference implements ITupleReference {
-
-    private final ITypeTraits[] typeTraits;
-    private final int[] fieldStartOffsets;
-    private byte[] data;
-    private int startOff;
-
-    public FixedSizeTupleReference(ITypeTraits[] typeTraits) {
-        this.typeTraits = typeTraits;
-        this.fieldStartOffsets = new int[typeTraits.length];
-        this.fieldStartOffsets[0] = 0;
-        for (int i = 1; i < typeTraits.length; i++) {
-            fieldStartOffsets[i] = fieldStartOffsets[i - 1] + typeTraits[i - 1].getFixedLength();
-        }
-    }
-
-    public void reset(byte[] data, int startOff) {
-        this.data = data;
-        this.startOff = startOff;
-    }
-
-    @Override
-    public int getFieldCount() {
-        return typeTraits.length;
-    }
-
-    @Override
-    public byte[] getFieldData(int fIdx) {
-        return data;
-    }
-
-    @Override
-    public int getFieldLength(int fIdx) {
-        return typeTraits[fIdx].getFixedLength();
-    }
-
-    @Override
-    public int getFieldStart(int fIdx) {
-        return startOff + fieldStartOffsets[fIdx];
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndex.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndex.java
deleted file mode 100644
index 3525fc3..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndex.java
+++ /dev/null
@@ -1,358 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.IIOManager;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
-import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearcher;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
-import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
-
-/**
- * An inverted index consists of two files: 1. a file storing (paginated)
- * inverted lists 2. a BTree-file mapping from tokens to inverted lists.
- * Implemented features: bulk loading and searching (based on T-Occurrence) Not
- * implemented features: updates (insert/update/delete) Limitations: a query
- * cannot exceed the size of a Hyracks frame.
- */
-public class InvertedIndex implements IIndex {
-    private final IHyracksCommonContext ctx = new DefaultHyracksCommonContext();
-
-    private BTree btree;
-    private int rootPageId = 0;
-    private IBufferCache bufferCache;
-    private int fileId;
-    private final ITypeTraits[] invListTypeTraits;
-    private final IBinaryComparatorFactory[] invListCmpFactories;
-    private final IInvertedListBuilder invListBuilder;
-    private final int numTokenFields;
-    private final int numInvListKeys;
-
-    public InvertedIndex(IBufferCache bufferCache, BTree btree, ITypeTraits[] invListTypeTraits,
-            IBinaryComparatorFactory[] invListCmpFactories, IInvertedListBuilder invListBuilder) {
-        this.bufferCache = bufferCache;
-        this.btree = btree;
-        this.invListTypeTraits = invListTypeTraits;
-        this.invListCmpFactories = invListCmpFactories;
-        this.invListBuilder = invListBuilder;
-        this.numTokenFields = btree.getComparatorFactories().length;
-        this.numInvListKeys = invListCmpFactories.length;
-    }
-
-    @Override
-    public void open(int fileId) {
-        this.fileId = fileId;
-    }
-
-    @Override
-    public void create(int indexFileId) throws HyracksDataException {
-    }
-
-    @Override
-    public void close() {
-        this.fileId = -1;
-    }
-
-    public boolean openCursor(ITreeIndexCursor btreeCursor, RangePredicate btreePred, ITreeIndexAccessor btreeAccessor,
-            IInvertedListCursor invListCursor) throws HyracksDataException, IndexException {
-        btreeAccessor.search(btreeCursor, btreePred);
-        boolean ret = false;
-        try {
-            if (btreeCursor.hasNext()) {
-                btreeCursor.next();
-                ITupleReference frameTuple = btreeCursor.getTuple();
-                // Hardcoded mapping of btree fields
-                int startPageId = IntegerSerializerDeserializer.getInt(frameTuple.getFieldData(1),
-                        frameTuple.getFieldStart(1));
-                int endPageId = IntegerSerializerDeserializer.getInt(frameTuple.getFieldData(2),
-                        frameTuple.getFieldStart(2));
-                int startOff = IntegerSerializerDeserializer.getInt(frameTuple.getFieldData(3),
-                        frameTuple.getFieldStart(3));
-                int numElements = IntegerSerializerDeserializer.getInt(frameTuple.getFieldData(4),
-                        frameTuple.getFieldStart(4));
-                invListCursor.reset(startPageId, endPageId, startOff, numElements);
-                ret = true;
-            } else {
-                invListCursor.reset(0, 0, 0, 0);
-            }
-        } finally {
-            btreeCursor.close();
-            btreeCursor.reset();
-        }
-        return ret;
-    }
-
-    @Override
-    public IIndexBulkLoadContext beginBulkLoad(float fillFactor) throws TreeIndexException, HyracksDataException {
-        InvertedIndexBulkLoadContext ctx = new InvertedIndexBulkLoadContext(fillFactor);
-        ctx.init(rootPageId, fileId);
-        return ctx;
-    }
-
-    /**
-     * Assumptions:
-     * The first btree.getMultiComparator().getKeyFieldCount() fields in tuple
-     * are btree keys (e.g., a string token).
-     * The next invListCmp.getKeyFieldCount() fields in tuple are keys of the
-     * inverted list (e.g., primary key).
-     * Key fields of inverted list are fixed size.
-     */
-    @Override
-    public void bulkLoadAddTuple(ITupleReference tuple, IIndexBulkLoadContext ictx) throws HyracksDataException {
-        InvertedIndexBulkLoadContext ctx = (InvertedIndexBulkLoadContext) ictx;
-        boolean firstElement = ctx.lastTupleBuilder.getSize() == 0;
-        boolean startNewList = firstElement;
-        if (!firstElement) {
-            // If the current and the last token don't match, we start a new list.
-            ctx.lastTuple.reset(ctx.lastTupleBuilder.getFieldEndOffsets(), ctx.lastTupleBuilder.getByteArray());
-            startNewList = ctx.tokenCmp.compare(tuple, ctx.lastTuple) != 0;
-        }
-        if (startNewList) {
-            if (!firstElement) {
-                // Create entry in btree for last inverted list.
-                createAndInsertBTreeTuple(ctx);
-            }
-            if (!invListBuilder.startNewList(tuple, numTokenFields)) {
-                ctx.pinNextPage();
-                invListBuilder.setTargetBuffer(ctx.currentPage.getBuffer().array(), 0);
-                if (!invListBuilder.startNewList(tuple, numTokenFields)) {
-                    throw new IllegalStateException("Failed to create first inverted list.");
-                }
-            }
-            ctx.currentInvListStartPageId = ctx.currentPageId;
-            ctx.currentInvListStartOffset = invListBuilder.getPos();
-        } else {
-            if (ctx.invListCmp.compare(tuple, ctx.lastTuple, numTokenFields) == 0) {
-                // Duplicate inverted-list element.
-                return;
-            }
-        }
-
-        // Append to current inverted list.
-        if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
-            ctx.pinNextPage();
-            invListBuilder.setTargetBuffer(ctx.currentPage.getBuffer().array(), 0);
-            if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
-                throw new IllegalStateException(
-                        "Failed to append element to inverted list after switching to a new page.");
-            }
-        }
-
-        // Remember last tuple by creating a copy.
-        // TODO: This portion can be optimized by only copying the token when it changes, and using the last appended inverted-list element as a reference.
-        ctx.lastTupleBuilder.reset();
-        for (int i = 0; i < tuple.getFieldCount(); i++) {
-            ctx.lastTupleBuilder.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
-        }
-    }
-
-    private void createAndInsertBTreeTuple(InvertedIndexBulkLoadContext ctx) throws HyracksDataException {
-        // Build tuple.        
-        ctx.btreeTupleBuilder.reset();
-        ctx.btreeTupleBuilder.addField(ctx.lastTuple.getFieldData(0), ctx.lastTuple.getFieldStart(0),
-                ctx.lastTuple.getFieldLength(0));
-        ctx.btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, ctx.currentInvListStartPageId);
-        ctx.btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, ctx.currentPageId);
-        ctx.btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, ctx.currentInvListStartOffset);
-        ctx.btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, invListBuilder.getListSize());
-        // Reset tuple reference and add it.
-        ctx.btreeTupleReference.reset(ctx.btreeTupleBuilder.getFieldEndOffsets(), ctx.btreeTupleBuilder.getByteArray());
-        btree.bulkLoadAddTuple(ctx.btreeTupleReference, ctx.btreeBulkLoadCtx);
-    }
-
-    @Override
-    public void endBulkLoad(IIndexBulkLoadContext ictx) throws HyracksDataException {
-        // Create entry in btree for last inverted list.
-        InvertedIndexBulkLoadContext ctx = (InvertedIndexBulkLoadContext) ictx;
-        if (ctx.lastTuple.getFieldData(0) != null) {
-            createAndInsertBTreeTuple(ctx);
-        }
-        btree.endBulkLoad(ctx.btreeBulkLoadCtx);
-        ctx.deinit();
-    }
-
-    public final class InvertedIndexBulkLoadContext implements IIndexBulkLoadContext {
-        private final ArrayTupleBuilder btreeTupleBuilder;
-        private final ArrayTupleReference btreeTupleReference;
-        private final float btreeFillFactor;
-        private IIndexBulkLoadContext btreeBulkLoadCtx;
-
-        private int currentInvListStartPageId;
-        private int currentInvListStartOffset;
-        private final ArrayTupleBuilder lastTupleBuilder;
-        private final ArrayTupleReference lastTuple;
-
-        private int currentPageId;
-        private ICachedPage currentPage;
-        private final MultiComparator tokenCmp;
-        private final MultiComparator invListCmp;
-
-        public InvertedIndexBulkLoadContext(float btreeFillFactor) {
-            this.tokenCmp = MultiComparator.create(btree.getComparatorFactories());
-            this.invListCmp = MultiComparator.create(invListCmpFactories);
-            this.btreeTupleBuilder = new ArrayTupleBuilder(btree.getFieldCount());
-            this.btreeTupleReference = new ArrayTupleReference();
-            this.btreeFillFactor = btreeFillFactor;
-            this.lastTupleBuilder = new ArrayTupleBuilder(numTokenFields + numInvListKeys);
-            this.lastTuple = new ArrayTupleReference();
-        }
-
-        public void init(int startPageId, int fileId) throws HyracksDataException, TreeIndexException {
-            btreeBulkLoadCtx = btree.beginBulkLoad(btreeFillFactor);
-            currentPageId = startPageId;
-            currentPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), true);
-            currentPage.acquireWriteLatch();
-            invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
-        }
-
-        public void deinit() throws HyracksDataException {
-            if (currentPage != null) {
-                currentPage.releaseWriteLatch();
-                bufferCache.unpin(currentPage);
-            }
-        }
-
-        public void pinNextPage() throws HyracksDataException {
-            currentPage.releaseWriteLatch();
-            bufferCache.unpin(currentPage);
-            currentPageId++;
-            currentPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), true);
-            currentPage.acquireWriteLatch();
-        }
-    }
-
-    @Override
-    public IBufferCache getBufferCache() {
-        return bufferCache;
-    }
-
-    public int getInvListsFileId() {
-        return fileId;
-    }
-
-    public IBinaryComparatorFactory[] getInvListElementCmpFactories() {
-        return invListCmpFactories;
-    }
-
-    public ITypeTraits[] getTypeTraits() {
-        return invListTypeTraits;
-    }
-
-    public BTree getBTree() {
-        return btree;
-    }
-
-    public class InvertedIndexAccessor implements IIndexAccessor {
-        private final IInvertedIndexSearcher searcher;
-
-        public InvertedIndexAccessor(InvertedIndex index) {
-            this.searcher = new TOccurrenceSearcher(ctx, index);
-        }
-
-        @Override
-        public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
-            // TODO Auto-generated method stub
-        }
-
-        @Override
-        public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
-            // TODO Auto-generated method stub
-        }
-
-        @Override
-        public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
-            // TODO Auto-generated method stub
-        }
-
-        @Override
-        public void upsert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
-            // TODO Auto-generated method stub
-        }
-
-        @Override
-        public IIndexCursor createSearchCursor() {
-            return new InvertedIndexSearchCursor(searcher);
-        }
-
-        @Override
-        public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
-                IndexException {
-            searcher.search((InvertedIndexSearchCursor) cursor, (InvertedIndexSearchPredicate) searchPred);
-        }
-
-        public IInvertedIndexSearcher getSearcher() {
-            return searcher;
-        }
-    }
-
-    @Override
-    public IIndexAccessor createAccessor() {
-        return new InvertedIndexAccessor(this);
-    }
-
-    @Override
-    public IndexType getIndexType() {
-        return IndexType.INVERTED;
-    }
-
-    // This is just a dummy hyracks context for allocating frames for temporary
-    // results during inverted index searches.
-    // TODO: In the future we should use the real HyracksTaskContext to track
-    // frame usage.
-    private class DefaultHyracksCommonContext implements IHyracksCommonContext {
-        private final int FRAME_SIZE = 32768;
-
-        @Override
-        public int getFrameSize() {
-            return FRAME_SIZE;
-        }
-
-        @Override
-        public IIOManager getIOManager() {
-            return null;
-        }
-
-        @Override
-        public ByteBuffer allocateFrame() {
-            return ByteBuffer.allocate(FRAME_SIZE);
-        }
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexException.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexException.java
deleted file mode 100644
index 9762a74..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexException.java
+++ /dev/null
@@ -1,26 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-
-public class InvertedIndexException extends IndexException {
-    private static final long serialVersionUID = 1L;
-
-    public InvertedIndexException(String msg) {
-        super(msg);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchCursor.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchCursor.java
deleted file mode 100644
index 1eeb576..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchCursor.java
+++ /dev/null
@@ -1,99 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import java.nio.ByteBuffer;
-import java.util.List;
-
-import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearcher;
-
-public class InvertedIndexSearchCursor implements IIndexCursor {
-
-    private List<ByteBuffer> resultBuffers;
-    private int numResultBuffers;
-    private int currentBufferIndex = 0;
-    private int tupleIndex = 0;
-    private final IInvertedIndexSearcher invIndexSearcher;
-    private final IFrameTupleAccessor fta;
-    private final FixedSizeTupleReference resultTuple;
-    
-    public InvertedIndexSearchCursor(IInvertedIndexSearcher invIndexSearcher) {
-        this.invIndexSearcher = invIndexSearcher;
-        this.fta = invIndexSearcher.createResultFrameTupleAccessor();
-        this.resultTuple = (FixedSizeTupleReference) invIndexSearcher.createResultTupleReference();
-    }
-
-    @Override
-    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
-        currentBufferIndex = 0;
-        tupleIndex = 0;
-        resultBuffers = invIndexSearcher.getResultBuffers();
-        numResultBuffers = invIndexSearcher.getNumValidResultBuffers();
-        if (numResultBuffers > 0) {
-            fta.reset(resultBuffers.get(0));
-        }
-    }
-    
-    @Override
-    public boolean hasNext() {
-        if (currentBufferIndex < numResultBuffers && tupleIndex < fta.getTupleCount()) {
-            return true;
-        } else {
-            return false;
-        }
-    }
-
-    @Override
-    public void next() {
-        resultTuple.reset(fta.getBuffer().array(), fta.getTupleStartOffset(tupleIndex));
-        tupleIndex++;
-        if (tupleIndex >= fta.getTupleCount()) {
-            if (currentBufferIndex + 1 < numResultBuffers) {
-                currentBufferIndex++;
-                fta.reset(resultBuffers.get(currentBufferIndex));
-                tupleIndex = 0;
-            }
-        }
-    }
-
-    @Override
-    public ITupleReference getTuple() {
-        return resultTuple;
-    }
-
-    @Override
-    public void reset() {
-        currentBufferIndex = 0;
-        tupleIndex = 0;
-        invIndexSearcher.reset();
-        resultBuffers = invIndexSearcher.getResultBuffers();
-        numResultBuffers = invIndexSearcher.getNumValidResultBuffers();
-    }
-
-    @Override
-    public void close() throws HyracksDataException {
-        currentBufferIndex = 0;
-        tupleIndex = 0;
-        resultBuffers = null;
-        numResultBuffers = 0;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchPredicate.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchPredicate.java
deleted file mode 100644
index 9e9a2c3..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchPredicate.java
+++ /dev/null
@@ -1,72 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizer;
-
-public class InvertedIndexSearchPredicate implements ISearchPredicate {
-    private static final long serialVersionUID = 1L;
-
-    private ITupleReference queryTuple;
-    private int queryFieldIndex;
-    private final IBinaryTokenizer queryTokenizer;
-    private final IInvertedIndexSearchModifier searchModifier;    
-    
-    public InvertedIndexSearchPredicate(IBinaryTokenizer queryTokenizer, IInvertedIndexSearchModifier searchModifier) {
-        this.queryTokenizer = queryTokenizer;
-        this.searchModifier = searchModifier;
-    }
-    
-    public void setQueryTuple(ITupleReference queryTuple) {
-        this.queryTuple = queryTuple;
-    }
-    
-    public ITupleReference getQueryTuple() {
-        return queryTuple;
-    }
-    
-    public void setQueryFieldIndex(int queryFieldIndex) {
-        this.queryFieldIndex = queryFieldIndex;
-    }
-    
-    public int getQueryFieldIndex() {
-        return queryFieldIndex;
-    }
-    
-    public IInvertedIndexSearchModifier getSearchModifier() {
-        return searchModifier;
-    }
-    
-    public IBinaryTokenizer getQueryTokenizer() {
-        return queryTokenizer;
-    }
-    
-    @Override
-    public MultiComparator getLowKeyComparator() {
-        // TODO: This doesn't make sense for an inverted index. Change ISearchPredicate interface.
-        return null;
-    }
-
-    @Override
-    public MultiComparator getHighKeyComparator() {
-        // TODO: This doesn't make sense for an inverted index. Change ISearchPredicate interface.
-        return null;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/OccurrenceThresholdPanicException.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/OccurrenceThresholdPanicException.java
deleted file mode 100644
index b0e737c..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/OccurrenceThresholdPanicException.java
+++ /dev/null
@@ -1,24 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-public class OccurrenceThresholdPanicException extends InvertedIndexException {
-    private static final long serialVersionUID = 1L;
-
-    public OccurrenceThresholdPanicException(String msg) {
-        super(msg);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcher.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcher.java
deleted file mode 100644
index af5dad3..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcher.java
+++ /dev/null
@@ -1,547 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import java.io.IOException;
-import java.nio.ByteBuffer;
-import java.util.ArrayList;
-import java.util.List;
-
-import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
-import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
-import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearcher;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
-
-// TODO: The search procedure is rather confusing regarding cursor positions, hasNext() calls etc.
-// Needs an overhaul some time.
-public class TOccurrenceSearcher implements IInvertedIndexSearcher {
-
-    protected final IHyracksCommonContext ctx;
-    protected final FixedSizeFrameTupleAppender resultFrameTupleApp;
-    protected final FixedSizeFrameTupleAccessor resultFrameTupleAcc;
-    protected final FixedSizeTupleReference resultTuple;
-    protected final int invListKeyLength;
-    protected int currentNumResults;
-
-    protected List<ByteBuffer> newResultBuffers = new ArrayList<ByteBuffer>();
-    protected List<ByteBuffer> prevResultBuffers = new ArrayList<ByteBuffer>();
-    protected List<ByteBuffer> swap = null;
-    protected int maxResultBufIdx = 0;
-
-    protected final ITreeIndexFrame leafFrame;
-    protected final ITreeIndexFrame interiorFrame;
-    protected final ITreeIndexCursor btreeCursor;
-    protected final FrameTupleReference searchKey = new FrameTupleReference();
-    protected final RangePredicate btreePred = new RangePredicate(null, null, true, true, null, null);
-    protected final ITreeIndexAccessor btreeAccessor;
-
-    protected RecordDescriptor queryTokenRecDesc = new RecordDescriptor(
-            new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE });
-    protected ArrayTupleBuilder queryTokenBuilder = new ArrayTupleBuilder(queryTokenRecDesc.getFieldCount());
-    protected GrowableArray queryTokenFieldData = queryTokenBuilder.getFieldData();
-    protected FrameTupleAppender queryTokenAppender;
-    protected ByteBuffer queryTokenFrame;
-
-    protected final InvertedIndex invIndex;
-    protected final MultiComparator invListCmp;
-    protected final ITypeTraits[] invListFieldsWithCount;
-    protected int occurrenceThreshold;
-
-    protected final int cursorCacheSize = 10;
-    protected List<IInvertedListCursor> invListCursorCache = new ArrayList<IInvertedListCursor>(cursorCacheSize);
-    protected List<IInvertedListCursor> invListCursors = new ArrayList<IInvertedListCursor>(cursorCacheSize);
-
-    public TOccurrenceSearcher(IHyracksCommonContext ctx, InvertedIndex invIndex) {
-        this.ctx = ctx;
-        this.invIndex = invIndex;
-        this.invListCmp = MultiComparator.create(invIndex.getInvListElementCmpFactories());
-
-        leafFrame = invIndex.getBTree().getLeafFrameFactory().createFrame();
-        interiorFrame = invIndex.getBTree().getInteriorFrameFactory().createFrame();
-
-        btreeCursor = new BTreeRangeSearchCursor((IBTreeLeafFrame) leafFrame, false);
-        ITypeTraits[] invListFields = invIndex.getTypeTraits();
-        invListFieldsWithCount = new ITypeTraits[invListFields.length + 1];
-        int tmp = 0;
-        for (int i = 0; i < invListFields.length; i++) {
-            invListFieldsWithCount[i] = invListFields[i];
-            tmp += invListFields[i].getFixedLength();
-        }
-        // using an integer for counting occurrences
-        invListFieldsWithCount[invListFields.length] = IntegerPointable.TYPE_TRAITS;
-        invListKeyLength = tmp;
-
-        resultFrameTupleApp = new FixedSizeFrameTupleAppender(ctx.getFrameSize(), invListFieldsWithCount);
-        resultFrameTupleAcc = new FixedSizeFrameTupleAccessor(ctx.getFrameSize(), invListFieldsWithCount);
-        resultTuple = new FixedSizeTupleReference(invListFieldsWithCount);
-        newResultBuffers.add(ctx.allocateFrame());
-        prevResultBuffers.add(ctx.allocateFrame());
-
-        MultiComparator searchCmp = MultiComparator.create(invIndex.getBTree().getComparatorFactories());
-        btreePred.setLowKeyComparator(searchCmp);
-        btreePred.setHighKeyComparator(searchCmp);
-        btreePred.setLowKey(searchKey, true);
-        btreePred.setHighKey(searchKey, true);
-
-        // pre-create cursor objects
-        for (int i = 0; i < cursorCacheSize; i++) {
-            invListCursorCache.add(new FixedSizeElementInvertedListCursor(invIndex.getBufferCache(), invIndex
-                    .getInvListsFileId(), invIndex.getTypeTraits()));
-        }
-
-        queryTokenAppender = new FrameTupleAppender(ctx.getFrameSize());
-        queryTokenFrame = ctx.allocateFrame();
-
-        btreeAccessor = invIndex.getBTree().createAccessor();
-        currentNumResults = 0;
-    }
-
-    public void reset() {
-        for (ByteBuffer b : newResultBuffers) {
-            resultFrameTupleApp.reset(b, true);
-        }
-        for (ByteBuffer b : prevResultBuffers) {
-            resultFrameTupleApp.reset(b, true);
-        }
-        currentNumResults = 0;
-    }
-
-    public void search(InvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred) throws HyracksDataException, IndexException {
-        ITupleReference queryTuple = searchPred.getQueryTuple();
-        int queryFieldIndex = searchPred.getQueryFieldIndex();
-        IInvertedIndexSearchModifier searchModifier = searchPred.getSearchModifier();
-        IBinaryTokenizer queryTokenizer = searchPred.getQueryTokenizer();
-        
-        queryTokenAppender.reset(queryTokenFrame, true);                
-        queryTokenizer.reset(queryTuple.getFieldData(queryFieldIndex), queryTuple.getFieldStart(queryFieldIndex),
-                queryTuple.getFieldLength(queryFieldIndex));
-
-        while (queryTokenizer.hasNext()) {
-            queryTokenizer.next();
-            queryTokenBuilder.reset();
-            try {
-                IToken token = queryTokenizer.getToken();
-                token.serializeToken(queryTokenFieldData);
-                queryTokenBuilder.addFieldEndOffset();
-                // WARNING: assuming one frame is big enough to hold all tokens
-                queryTokenAppender.append(queryTokenBuilder.getFieldEndOffsets(), queryTokenBuilder.getByteArray(), 0,
-                        queryTokenBuilder.getSize());
-            } catch (IOException e) {
-                throw new HyracksDataException(e);
-            }
-        }
-
-        FrameTupleAccessor queryTokenAccessor = new FrameTupleAccessor(ctx.getFrameSize(), queryTokenRecDesc);
-        queryTokenAccessor.reset(queryTokenFrame);
-        int numQueryTokens = queryTokenAccessor.getTupleCount();
-
-        // expand cursor cache if necessary
-        if (numQueryTokens > invListCursorCache.size()) {
-            int diff = numQueryTokens - invListCursorCache.size();
-            for (int i = 0; i < diff; i++) {
-                invListCursorCache.add(new FixedSizeElementInvertedListCursor(invIndex.getBufferCache(), invIndex
-                        .getInvListsFileId(), invIndex.getTypeTraits()));
-            }
-        }
-
-        invListCursors.clear();
-        for (int i = 0; i < numQueryTokens; i++) {
-            searchKey.reset(queryTokenAccessor, i);
-            invIndex.openCursor(btreeCursor, btreePred, btreeAccessor, invListCursorCache.get(i));
-            invListCursors.add(invListCursorCache.get(i));
-        }
-
-        occurrenceThreshold = searchModifier.getOccurrenceThreshold(invListCursors);
-
-        // TODO: deal with panic cases properly
-        if (occurrenceThreshold <= 0) {
-            throw new OccurrenceThresholdPanicException("Merge Threshold is <= 0. Failing Search.");
-        }
-
-        int numPrefixLists = searchModifier.getPrefixLists(invListCursors);
-        maxResultBufIdx = mergePrefixLists(numPrefixLists, numQueryTokens);
-        maxResultBufIdx = mergeSuffixLists(numPrefixLists, numQueryTokens, maxResultBufIdx);
-
-        resultCursor.open(null, searchPred);
-    }
-
-    protected int mergePrefixLists(int numPrefixTokens, int numQueryTokens) throws HyracksDataException {
-        int maxPrevBufIdx = 0;
-        for (int i = 0; i < numPrefixTokens; i++) {
-            swap = prevResultBuffers;
-            prevResultBuffers = newResultBuffers;
-            newResultBuffers = swap;
-            currentNumResults = 0;
-
-            invListCursors.get(i).pinPagesSync();
-            maxPrevBufIdx = mergePrefixList(invListCursors.get(i), prevResultBuffers, maxPrevBufIdx, newResultBuffers);
-            invListCursors.get(i).unpinPages();
-        }
-        return maxPrevBufIdx;
-    }
-
-    protected int mergeSuffixLists(int numPrefixTokens, int numQueryTokens, int maxPrevBufIdx) throws HyracksDataException {
-        for (int i = numPrefixTokens; i < numQueryTokens; i++) {
-            swap = prevResultBuffers;
-            prevResultBuffers = newResultBuffers;
-            newResultBuffers = swap;
-
-            invListCursors.get(i).pinPagesSync();
-            int numInvListElements = invListCursors.get(i).getNumElements();
-            // should we binary search the next list or should we sort-merge it?
-            if (currentNumResults * Math.log(numInvListElements) < currentNumResults + numInvListElements) {
-                maxPrevBufIdx = mergeSuffixListProbe(invListCursors.get(i), prevResultBuffers, maxPrevBufIdx,
-                        newResultBuffers, i, numQueryTokens);
-            } else {
-                maxPrevBufIdx = mergeSuffixListScan(invListCursors.get(i), prevResultBuffers, maxPrevBufIdx,
-                        newResultBuffers, i, numQueryTokens);
-            }
-            invListCursors.get(i).unpinPages();
-        }
-        return maxPrevBufIdx;
-    }
-
-    protected int mergeSuffixListProbe(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) {
-
-        int newBufIdx = 0;
-        ByteBuffer newCurrentBuffer = newResultBuffers.get(0);
-
-        int prevBufIdx = 0;
-        ByteBuffer prevCurrentBuffer = prevResultBuffers.get(0);
-
-        int resultTidx = 0;
-
-        currentNumResults = 0;
-
-        resultFrameTupleAcc.reset(prevCurrentBuffer);
-        resultFrameTupleApp.reset(newCurrentBuffer, true);
-
-        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
-
-            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
-            int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                    resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
-
-            if (invListCursor.containsKey(resultTuple, invListCmp)) {
-                count++;
-                newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-            } else {
-                if (count + numQueryTokens - invListIx > occurrenceThreshold) {
-                    newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-                }
-            }
-
-            resultTidx++;
-            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
-                prevBufIdx++;
-                if (prevBufIdx <= maxPrevBufIdx) {
-                    prevCurrentBuffer = prevResultBuffers.get(prevBufIdx);
-                    resultFrameTupleAcc.reset(prevCurrentBuffer);
-                    resultTidx = 0;
-                }
-            }
-        }
-
-        return newBufIdx;
-    }
-
-    protected int mergeSuffixListScan(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) {
-        int newBufIdx = 0;
-        ByteBuffer newCurrentBuffer = newResultBuffers.get(0);
-
-        int prevBufIdx = 0;
-        ByteBuffer prevCurrentBuffer = prevResultBuffers.get(0);
-
-        boolean advanceCursor = true;
-        boolean advancePrevResult = false;
-        int resultTidx = 0;
-        currentNumResults = 0;
-        
-        resultFrameTupleAcc.reset(prevCurrentBuffer);
-        resultFrameTupleApp.reset(newCurrentBuffer, true);
-
-        int invListTidx = 0;
-        int invListNumTuples = invListCursor.getNumElements();
-
-        if (invListCursor.hasNext())
-            invListCursor.next();
-
-        while (invListTidx < invListNumTuples && resultTidx < resultFrameTupleAcc.getTupleCount()) {
-
-            ITupleReference invListTuple = invListCursor.getTuple();
-
-            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
-
-            int cmp = invListCmp.compare(invListTuple, resultTuple);
-            if (cmp == 0) {
-                int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                        resultTuple.getFieldStart(resultTuple.getFieldCount() - 1)) + 1;
-                newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-                advanceCursor = true;
-                advancePrevResult = true;
-            } else {
-                if (cmp < 0) {
-                    advanceCursor = true;
-                    advancePrevResult = false;
-                } else {
-                    int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                            resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
-                    if (count + numQueryTokens - invListIx > occurrenceThreshold) {
-                        newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-                    }
-                    advanceCursor = false;
-                    advancePrevResult = true;
-                }
-            }
-
-            if (advancePrevResult) {
-                resultTidx++;
-                if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
-                    prevBufIdx++;
-                    if (prevBufIdx <= maxPrevBufIdx) {
-                        prevCurrentBuffer = prevResultBuffers.get(prevBufIdx);
-                        resultFrameTupleAcc.reset(prevCurrentBuffer);
-                        resultTidx = 0;
-                    }
-                }
-            }
-
-            if (advanceCursor) {
-                invListTidx++;
-                if (invListCursor.hasNext()) {
-                	invListCursor.next();
-                }
-            }
-        }
-
-        // append remaining elements from previous result set
-        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
-
-            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
-
-            int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                    resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
-            if (count + numQueryTokens - invListIx > occurrenceThreshold) {
-                newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-            }
-
-            resultTidx++;
-            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
-                prevBufIdx++;
-                if (prevBufIdx <= maxPrevBufIdx) {
-                    prevCurrentBuffer = prevResultBuffers.get(prevBufIdx);
-                    resultFrameTupleAcc.reset(prevCurrentBuffer);
-                    resultTidx = 0;
-                }
-            }
-        }
-
-        return newBufIdx;
-    }
-
-    protected int mergePrefixList(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers) {
-        int newBufIdx = 0;
-        ByteBuffer newCurrentBuffer = newResultBuffers.get(0);
-
-        int prevBufIdx = 0;
-        ByteBuffer prevCurrentBuffer = prevResultBuffers.get(0);
-
-        boolean advanceCursor = true;
-        boolean advancePrevResult = false;
-        int resultTidx = 0;
-
-        resultFrameTupleAcc.reset(prevCurrentBuffer);
-        resultFrameTupleApp.reset(newCurrentBuffer, true);
-
-        int invListTidx = 0;
-        int invListNumTuples = invListCursor.getNumElements();
-
-        if (invListCursor.hasNext())
-            invListCursor.next();
-
-        while (invListTidx < invListNumTuples && resultTidx < resultFrameTupleAcc.getTupleCount()) {
-
-            ITupleReference invListTuple = invListCursor.getTuple();
-            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
-
-            int cmp = invListCmp.compare(invListTuple, resultTuple);
-            if (cmp == 0) {
-                int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                        resultTuple.getFieldStart(resultTuple.getFieldCount() - 1)) + 1;
-                newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-                advanceCursor = true;
-                advancePrevResult = true;
-            } else {
-                if (cmp < 0) {
-                    int count = 1;
-                    newBufIdx = appendTupleToNewResults(invListTuple, count, newBufIdx);
-                    advanceCursor = true;
-                    advancePrevResult = false;
-                } else {
-                    int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                            resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
-                    newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-                    advanceCursor = false;
-                    advancePrevResult = true;
-                }
-            }
-
-            if (advancePrevResult) {
-                resultTidx++;
-                if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
-                    prevBufIdx++;
-                    if (prevBufIdx <= maxPrevBufIdx) {
-                        prevCurrentBuffer = prevResultBuffers.get(prevBufIdx);
-                        resultFrameTupleAcc.reset(prevCurrentBuffer);
-                        resultTidx = 0;
-                    }
-                }
-            }
-
-            if (advanceCursor) {
-                invListTidx++;
-                if (invListCursor.hasNext()) {
-                	invListCursor.next();
-                }
-            }
-        }
-
-        // append remaining new elements from inverted list
-        while (invListTidx < invListNumTuples) {
-            ITupleReference invListTuple = invListCursor.getTuple();
-            newBufIdx = appendTupleToNewResults(invListTuple, 1, newBufIdx);
-            invListTidx++;
-            if (invListCursor.hasNext()) {
-                invListCursor.next();
-            }
-        }
-
-        // append remaining elements from previous result set
-        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
-
-            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
-
-            int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                    resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
-            newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-
-            resultTidx++;
-            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
-                prevBufIdx++;
-                if (prevBufIdx <= maxPrevBufIdx) {
-                    prevCurrentBuffer = prevResultBuffers.get(prevBufIdx);
-                    resultFrameTupleAcc.reset(prevCurrentBuffer);
-                    resultTidx = 0;
-                }
-            }
-        }
-
-        return newBufIdx;
-    }
-
-    protected int appendTupleToNewResults(ITupleReference tuple, int newCount, int newBufIdx) {
-        ByteBuffer newCurrentBuffer = newResultBuffers.get(newBufIdx);
-
-        if (!resultFrameTupleApp.hasSpace()) {
-            newBufIdx++;
-            if (newBufIdx >= newResultBuffers.size()) {
-                newResultBuffers.add(ctx.allocateFrame());
-            }
-            newCurrentBuffer = newResultBuffers.get(newBufIdx);
-            resultFrameTupleApp.reset(newCurrentBuffer, true);
-        }
-
-        // append key
-        if (!resultFrameTupleApp.append(tuple.getFieldData(0), tuple.getFieldStart(0), invListKeyLength)) {
-            throw new IllegalStateException();
-        }
-
-        // append new count
-        if (!resultFrameTupleApp.append(newCount)) {
-            throw new IllegalStateException();
-        }
-
-        resultFrameTupleApp.incrementTupleCount(1);
-
-        currentNumResults++;
-
-        return newBufIdx;
-    }
-
-    public IFrameTupleAccessor createResultFrameTupleAccessor() {
-        return new FixedSizeFrameTupleAccessor(ctx.getFrameSize(), invListFieldsWithCount);
-    }
-
-    public ITupleReference createResultTupleReference() {
-        return new FixedSizeTupleReference(invListFieldsWithCount);
-    }
-
-    @Override
-    public List<ByteBuffer> getResultBuffers() {
-        return newResultBuffers;
-    }
-
-    @Override
-    public int getNumValidResultBuffers() {
-        return maxResultBufIdx + 1;
-    }
-
-    public int getOccurrenceThreshold() {
-        return occurrenceThreshold;
-    }
-    
-    public void printNewResults(int maxResultBufIdx) {
-        StringBuffer strBuffer = new StringBuffer();
-        for (int i = 0; i <= maxResultBufIdx; i++) {
-            ByteBuffer testBuf = newResultBuffers.get(i);
-            resultFrameTupleAcc.reset(testBuf);
-            for (int j = 0; j < resultFrameTupleAcc.getTupleCount(); j++) {
-                strBuffer.append(IntegerSerializerDeserializer.getInt(resultFrameTupleAcc.getBuffer().array(),
-                        resultFrameTupleAcc.getFieldStartOffset(j, 0)) + ",");
-                strBuffer.append(IntegerSerializerDeserializer.getInt(resultFrameTupleAcc.getBuffer().array(),
-                        resultFrameTupleAcc.getFieldStartOffset(j, 1)) + " ");
-            }
-        }
-        System.out.println(strBuffer.toString());
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixProbeOnly.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixProbeOnly.java
deleted file mode 100644
index 957ecc0..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixProbeOnly.java
+++ /dev/null
@@ -1,93 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import java.nio.ByteBuffer;
-import java.util.List;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-
-public class TOccurrenceSearcherSuffixProbeOnly extends TOccurrenceSearcher {
-
-	protected final MultiComparator invListCmp;
-	
-    public TOccurrenceSearcherSuffixProbeOnly(IHyracksTaskContext ctx, InvertedIndex invIndex) {
-        super(ctx, invIndex);
-        this.invListCmp = MultiComparator.create(invIndex.getInvListElementCmpFactories());
-    }
-
-    protected int mergeSuffixLists(int numPrefixTokens, int numQueryTokens, int maxPrevBufIdx) throws HyracksDataException {
-        for (int i = numPrefixTokens; i < numQueryTokens; i++) {
-            swap = prevResultBuffers;
-            prevResultBuffers = newResultBuffers;
-            newResultBuffers = swap;
-            currentNumResults = 0;
-
-            invListCursors.get(i).pinPagesSync();
-            maxPrevBufIdx = mergeSuffixListProbe(invListCursors.get(i), prevResultBuffers, maxPrevBufIdx,
-                    newResultBuffers, i, numQueryTokens);
-            invListCursors.get(i).unpinPages();
-        }
-        return maxPrevBufIdx;
-    }
-
-    protected int mergeSuffixListProbe(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) {
-
-        int newBufIdx = 0;
-        ByteBuffer newCurrentBuffer = newResultBuffers.get(0);
-
-        int prevBufIdx = 0;
-        ByteBuffer prevCurrentBuffer = prevResultBuffers.get(0);
-
-        int resultTidx = 0;
-
-        resultFrameTupleAcc.reset(prevCurrentBuffer);
-        resultFrameTupleApp.reset(newCurrentBuffer, true);
-
-        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
-
-            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
-            int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                    resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
-
-            if (invListCursor.containsKey(resultTuple, invListCmp)) {
-                count++;
-                newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-            } else {
-                if (count + numQueryTokens - invListIx > occurrenceThreshold) {
-                    newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-                }
-            }
-
-            resultTidx++;
-            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
-                prevBufIdx++;
-                if (prevBufIdx <= maxPrevBufIdx) {
-                    prevCurrentBuffer = prevResultBuffers.get(prevBufIdx);
-                    resultFrameTupleAcc.reset(prevCurrentBuffer);
-                    resultTidx = 0;
-                }
-            }
-        }
-
-        return newBufIdx;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixScanOnly.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixScanOnly.java
deleted file mode 100644
index bd9bd60..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixScanOnly.java
+++ /dev/null
@@ -1,132 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import java.nio.ByteBuffer;
-import java.util.List;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-
-public class TOccurrenceSearcherSuffixScanOnly extends TOccurrenceSearcher {
-
-	protected final MultiComparator invListCmp;
-	
-    public TOccurrenceSearcherSuffixScanOnly(IHyracksTaskContext ctx, InvertedIndex invIndex) {
-        super(ctx, invIndex);
-        this.invListCmp = MultiComparator.create(invIndex.getInvListElementCmpFactories());
-    }
-
-    protected int mergeSuffixLists(int numPrefixTokens, int numQueryTokens, int maxPrevBufIdx) throws HyracksDataException {
-        for (int i = numPrefixTokens; i < numQueryTokens; i++) {
-            swap = prevResultBuffers;
-            prevResultBuffers = newResultBuffers;
-            newResultBuffers = swap;
-            currentNumResults = 0;
-
-            invListCursors.get(i).pinPagesSync();
-            maxPrevBufIdx = mergeSuffixListScan(invListCursors.get(i), prevResultBuffers, maxPrevBufIdx,
-                    newResultBuffers, i, numQueryTokens);
-            invListCursors.get(i).unpinPages();
-        }
-        return maxPrevBufIdx;
-    }
-
-    protected int mergeSuffixListScan(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) {
-
-        int newBufIdx = 0;
-        ByteBuffer newCurrentBuffer = newResultBuffers.get(0);
-
-        int prevBufIdx = 0;
-        ByteBuffer prevCurrentBuffer = prevResultBuffers.get(0);
-
-        boolean advanceCursor = true;
-        boolean advancePrevResult = false;
-        int resultTidx = 0;
-
-        resultFrameTupleAcc.reset(prevCurrentBuffer);
-        resultFrameTupleApp.reset(newCurrentBuffer, true);
-
-        while (invListCursor.hasNext() && resultTidx < resultFrameTupleAcc.getTupleCount()) {
-
-            if (advanceCursor)
-                invListCursor.next();
-
-            ITupleReference invListTuple = invListCursor.getTuple();
-
-            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
-
-            int cmp = invListCmp.compare(invListTuple, resultTuple);
-            if (cmp == 0) {
-                int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                        resultTuple.getFieldStart(resultTuple.getFieldCount() - 1)) + 1;
-                newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-                advanceCursor = true;
-                advancePrevResult = true;
-            } else {
-                if (cmp < 0) {
-                    advanceCursor = true;
-                    advancePrevResult = false;
-                } else {
-                    int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                            resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
-                    if (count + numQueryTokens - invListIx > occurrenceThreshold) {
-                        newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-                    }
-                    advanceCursor = false;
-                    advancePrevResult = true;
-                }
-            }
-
-            if (advancePrevResult) {
-                resultTidx++;
-                if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
-                    prevBufIdx++;
-                    if (prevBufIdx <= maxPrevBufIdx) {
-                        prevCurrentBuffer = prevResultBuffers.get(prevBufIdx);
-                        resultFrameTupleAcc.reset(prevCurrentBuffer);
-                        resultTidx = 0;
-                    }
-                }
-            }
-        }
-
-        // append remaining elements from previous result set
-        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
-
-            int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                    resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
-            newBufIdx = appendTupleToNewResults(resultTuple, count, newBufIdx);
-
-            resultTidx++;
-            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
-                prevBufIdx++;
-                if (prevBufIdx <= maxPrevBufIdx) {
-                    prevCurrentBuffer = prevResultBuffers.get(prevBufIdx);
-                    resultFrameTupleAcc.reset(prevCurrentBuffer);
-                    resultTidx = 0;
-                }
-            }
-        }
-
-        return newBufIdx;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifier.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifier.java
deleted file mode 100644
index 55945be..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifier.java
+++ /dev/null
@@ -1,37 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
-
-import java.util.Collections;
-import java.util.List;
-
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-
-public class ConjunctiveSearchModifier implements IInvertedIndexSearchModifier {
-
-    @Override
-    public int getOccurrenceThreshold(List<IInvertedListCursor> invListCursors) {
-        return invListCursors.size();
-    }
-
-    @Override
-    public int getPrefixLists(List<IInvertedListCursor> invListCursors) {
-        Collections.sort(invListCursors);
-        return 1;
-    }
-
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifierFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifierFactory.java
deleted file mode 100644
index 0db6008..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifierFactory.java
+++ /dev/null
@@ -1,28 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
-
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
-
-public class ConjunctiveSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
-    private static final long serialVersionUID = 1L;
-
-    @Override
-    public IInvertedIndexSearchModifier createSearchModifier() {
-        return new ConjunctiveSearchModifier();
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifier.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifier.java
deleted file mode 100644
index ac109b6..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifier.java
+++ /dev/null
@@ -1,60 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
-
-import java.util.Collections;
-import java.util.List;
-
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-
-public class EditDistanceSearchModifier implements IInvertedIndexSearchModifier {
-
-    private int gramLength;
-    private int edThresh;
-
-    public EditDistanceSearchModifier(int gramLength, int edThresh) {
-        this.gramLength = gramLength;
-        this.edThresh = edThresh;
-    }
-
-    @Override
-    public int getOccurrenceThreshold(List<IInvertedListCursor> invListCursors) {
-        return invListCursors.size() - edThresh * gramLength;
-    }
-
-    @Override
-    public int getPrefixLists(List<IInvertedListCursor> invListCursors) {
-        Collections.sort(invListCursors);
-        return invListCursors.size() - getOccurrenceThreshold(invListCursors) + 1;
-    }
-
-    public int getGramLength() {
-        return gramLength;
-    }
-
-    public void setGramLength(int gramLength) {
-        this.gramLength = gramLength;
-    }
-
-    public int getEdThresh() {
-        return edThresh;
-    }
-
-    public void setEdThresh(int edThresh) {
-        this.edThresh = edThresh;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifierFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifierFactory.java
deleted file mode 100644
index 128d9db..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifierFactory.java
+++ /dev/null
@@ -1,37 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
-
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
-
-public class EditDistanceSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
-
-    private static final long serialVersionUID = 1L;
-
-    private final int gramLength;
-    private final int edThresh;
-    
-    public EditDistanceSearchModifierFactory(int gramLength, int edThresh) {
-        this.gramLength = gramLength;
-        this.edThresh = edThresh;
-    }
-    
-    @Override
-    public IInvertedIndexSearchModifier createSearchModifier() {
-        return new EditDistanceSearchModifier(gramLength, edThresh);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifier.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifier.java
deleted file mode 100644
index 0a4961d..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifier.java
+++ /dev/null
@@ -1,53 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
-
-import java.util.Collections;
-import java.util.List;
-
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-
-public class JaccardSearchModifier implements IInvertedIndexSearchModifier {
-
-    private float jaccThresh;
-
-    public JaccardSearchModifier(float jaccThresh) {
-        this.jaccThresh = jaccThresh;
-    }
-
-    @Override
-    public int getOccurrenceThreshold(List<IInvertedListCursor> invListCursors) {
-        return Math.max((int) Math.floor((float) invListCursors.size() * jaccThresh), 1);
-    }
-
-    @Override
-    public int getPrefixLists(List<IInvertedListCursor> invListCursors) {
-        Collections.sort(invListCursors);
-        if (invListCursors.size() == 0) {
-            return 0;
-        }
-        return invListCursors.size() - getOccurrenceThreshold(invListCursors) + 1;
-    }
-
-    public float getJaccThresh() {
-        return jaccThresh;
-    }
-
-    public void setJaccThresh(float jaccThresh) {
-        this.jaccThresh = jaccThresh;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifierFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifierFactory.java
deleted file mode 100644
index bd27c03..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifierFactory.java
+++ /dev/null
@@ -1,35 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
-
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
-
-public class JaccardSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
-
-    private static final long serialVersionUID = 1L;
-
-    private final float jaccThresh;
-
-    public JaccardSearchModifierFactory(float jaccThresh) {
-        this.jaccThresh = jaccThresh;
-    }
-
-    @Override
-    public IInvertedIndexSearchModifier createSearchModifier() {
-        return new JaccardSearchModifier(jaccThresh);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
deleted file mode 100644
index c2992f5..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
+++ /dev/null
@@ -1,77 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-
-public abstract class AbstractUTF8StringBinaryTokenizer implements IBinaryTokenizer {
-
-    protected byte[] data;
-    protected int start;
-    protected int length;
-    protected int tokenLength;
-    protected int index;
-    protected int utf8Length;
-
-    protected final IntArray tokensStart;
-    protected final IntArray tokensLength;
-    protected final IToken token;
-
-    protected final boolean ignoreTokenCount;
-    protected final boolean sourceHasTypeTag;
-
-    public AbstractUTF8StringBinaryTokenizer(boolean ignoreTokenCount, boolean sourceHasTypeTag,
-            ITokenFactory tokenFactory) {
-        this.ignoreTokenCount = ignoreTokenCount;
-        this.sourceHasTypeTag = sourceHasTypeTag;
-        if (!ignoreTokenCount) {
-            tokensStart = new IntArray();
-            tokensLength = new IntArray();
-        } else {
-            tokensStart = null;
-            tokensLength = null;
-        }
-        token = tokenFactory.createToken();
-    }
-
-    @Override
-    public IToken getToken() {
-        return token;
-    }
-
-    @Override
-    public void reset(byte[] data, int start, int length) {
-        this.start = start;
-        index = this.start;
-        if (sourceHasTypeTag) {
-            index++; // skip type tag
-        }
-        utf8Length = UTF8StringPointable.getUTFLength(data, index);
-        index += 2; // skip utf8 length indicator
-        this.data = data;
-        this.length = length + start;
-
-        tokenLength = 0;
-        if (!ignoreTokenCount) {
-            tokensStart.reset();
-            tokensLength.reset();
-        }
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8Token.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8Token.java
deleted file mode 100644
index 2f60952..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8Token.java
+++ /dev/null
@@ -1,105 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.DataOutput;
-import java.io.IOException;
-
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-
-public abstract class AbstractUTF8Token implements IToken {
-    public static final int GOLDEN_RATIO_32 = 0x09e3779b9;
-
-    protected int length;
-    protected int tokenLength;
-    protected int start;
-    protected int tokenCount;
-    protected byte[] data;
-    protected final byte tokenTypeTag;
-    protected final byte countTypeTag;
-
-    public AbstractUTF8Token() {
-        tokenTypeTag = -1;
-        countTypeTag = -1;
-    }
-
-    public AbstractUTF8Token(byte tokenTypeTag, byte countTypeTag) {
-        this.tokenTypeTag = tokenTypeTag;
-        this.countTypeTag = countTypeTag;
-    }
-
-    @Override
-    public byte[] getData() {
-        return data;
-    }
-
-    @Override
-    public int getLength() {
-        return length;
-    }
-
-    public int getLowerCaseUTF8Len(int size) {
-        int lowerCaseUTF8Len = 0;
-        int pos = start;
-        for (int i = 0; i < size; i++) {
-            char c = Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
-            lowerCaseUTF8Len += UTF8StringPointable.getModifiedUTF8Len(c);
-            pos += UTF8StringPointable.charSize(data, pos);
-        }
-        return lowerCaseUTF8Len;
-    }
-
-    @Override
-    public int getStart() {
-        return start;
-    }
-
-    @Override
-    public int getTokenLength() {
-        return tokenLength;
-    }
-
-    public void handleCountTypeTag(DataOutput dos) throws IOException {
-        if (countTypeTag > 0) {
-            dos.write(countTypeTag);
-        }
-    }
-
-    public void handleTokenTypeTag(DataOutput dos) throws IOException {
-        if (tokenTypeTag > 0) {
-            dos.write(tokenTypeTag);
-        }
-    }
-
-    @Override
-    public void reset(byte[] data, int start, int length, int tokenLength, int tokenCount) {
-        this.data = data;
-        this.start = start;
-        this.length = length;
-        this.tokenLength = tokenLength;
-        this.tokenCount = tokenCount;
-    }
-
-    @Override
-    public void serializeTokenCount(GrowableArray out) throws IOException {
-        handleCountTypeTag(out.getDataOutput());
-        out.getDataOutput().writeInt(tokenCount);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8TokenFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
deleted file mode 100644
index 3b0b82d..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
+++ /dev/null
@@ -1,36 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public abstract class AbstractUTF8TokenFactory implements ITokenFactory {
-	private static final long serialVersionUID = 1L;
-	protected final byte tokenTypeTag;
-	protected final byte countTypeTag;
-
-	public AbstractUTF8TokenFactory() {
-		tokenTypeTag = -1;
-		countTypeTag = -1;
-	}
-
-	public AbstractUTF8TokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		this.tokenTypeTag = tokenTypeTag;
-		this.countTypeTag = countTypeTag;
-	}
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
deleted file mode 100644
index 9dacde6..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
+++ /dev/null
@@ -1,81 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-
-public class DelimitedUTF8StringBinaryTokenizer extends AbstractUTF8StringBinaryTokenizer {
-
-    public DelimitedUTF8StringBinaryTokenizer(boolean ignoreTokenCount, boolean sourceHasTypeTag,
-            ITokenFactory tokenFactory) {
-        super(ignoreTokenCount, sourceHasTypeTag, tokenFactory);
-    }
-
-    @Override
-    public boolean hasNext() {
-        // skip delimiters
-        while (index < length && isSeparator(UTF8StringPointable.charAt(data, index))) {
-            index += UTF8StringPointable.charSize(data, index);
-        }
-        return index < length;
-    }
-
-    private boolean isSeparator(char c) {
-        return !(Character.isLetterOrDigit(c) || Character.getType(c) == Character.OTHER_LETTER || Character.getType(c) == Character.OTHER_NUMBER);
-    }
-
-    @Override
-    public void next() {
-        tokenLength = 0;
-        int currentTokenStart = index;
-        while (index < length && !isSeparator(UTF8StringPointable.charAt(data, index))) {
-            index += UTF8StringPointable.charSize(data, index);
-            tokenLength++;
-        }
-        int tokenCount = 1;
-        if (tokenLength > 0 && !ignoreTokenCount) {
-            // search if we got the same token before
-            for (int i = 0; i < tokensStart.length(); ++i) {
-                if (tokenLength == tokensLength.get(i)) {
-                    int tokenStart = tokensStart.get(i);
-                    tokenCount++; // assume we found it
-                    int offset = 0;
-                    int currLength = 0;
-                    while (currLength < tokenLength) {
-                        // case insensitive comparison
-                        if (Character.toLowerCase(UTF8StringPointable.charAt(data, currentTokenStart + offset)) != Character
-                                .toLowerCase(UTF8StringPointable.charAt(data, tokenStart + offset))) {
-                            tokenCount--;
-                            break;
-                        }
-                        offset += UTF8StringPointable.charSize(data, currentTokenStart + offset);
-                        currLength++;
-                    }
-                }
-            }
-            // add the new token to the list of seen tokens
-            tokensStart.add(currentTokenStart);
-            tokensLength.add(tokenLength);
-        }
-
-        // set token
-        token.reset(data, currentTokenStart, index, tokenLength, tokenCount);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
deleted file mode 100644
index 4a350b3..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
+++ /dev/null
@@ -1,42 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class DelimitedUTF8StringBinaryTokenizerFactory implements
-		IBinaryTokenizerFactory {
-
-	private static final long serialVersionUID = 1L;
-	private final boolean ignoreTokenCount;
-	private final boolean sourceHasTypeTag;
-	private final ITokenFactory tokenFactory;
-
-	public DelimitedUTF8StringBinaryTokenizerFactory(boolean ignoreTokenCount,
-			boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
-		this.ignoreTokenCount = ignoreTokenCount;
-		this.sourceHasTypeTag = sourceHasTypeTag;
-		this.tokenFactory = tokenFactory;
-	}
-
-	@Override
-	public IBinaryTokenizer createTokenizer() {
-		return new DelimitedUTF8StringBinaryTokenizer(ignoreTokenCount,
-				sourceHasTypeTag, tokenFactory);
-	}
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramToken.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramToken.java
deleted file mode 100644
index a1a4354..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramToken.java
+++ /dev/null
@@ -1,64 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.IOException;
-
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-
-public class HashedUTF8NGramToken extends UTF8NGramToken {
-    public HashedUTF8NGramToken(byte tokenTypeTag, byte countTypeTag) {
-        super(tokenTypeTag, countTypeTag);
-    }
-
-    @Override
-    public void serializeToken(GrowableArray out) throws IOException {
-        handleTokenTypeTag(out.getDataOutput());
-
-        int hash = GOLDEN_RATIO_32;
-
-        // pre chars
-        for (int i = 0; i < numPreChars; i++) {
-            hash ^= PRECHAR;
-            hash *= GOLDEN_RATIO_32;
-        }
-
-        // regular chars
-        int numRegGrams = tokenLength - numPreChars - numPostChars;
-        int pos = start;
-        for (int i = 0; i < numRegGrams; i++) {
-            hash ^= Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
-            hash *= GOLDEN_RATIO_32;
-            pos += UTF8StringPointable.charSize(data, pos);
-        }
-
-        // post chars
-        for (int i = 0; i < numPostChars; i++) {
-            hash ^= POSTCHAR;
-            hash *= GOLDEN_RATIO_32;
-        }
-
-        // token count
-        hash += tokenCount;
-
-        out.getDataOutput().writeInt(hash);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
deleted file mode 100644
index 4a87793..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
+++ /dev/null
@@ -1,38 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class HashedUTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	public HashedUTF8NGramTokenFactory() {
-		super();
-	}
-
-	public HashedUTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		super(tokenTypeTag, countTypeTag);
-	}
-
-	@Override
-	public IToken createToken() {
-		return new HashedUTF8NGramToken(tokenTypeTag, countTypeTag);
-	}
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordToken.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordToken.java
deleted file mode 100644
index 20405c6..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordToken.java
+++ /dev/null
@@ -1,87 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.IOException;
-
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-
-public class HashedUTF8WordToken extends UTF8WordToken {
-
-    private int hash = 0;
-
-    public HashedUTF8WordToken(byte tokenTypeTag, byte countTypeTag) {
-        super(tokenTypeTag, countTypeTag);
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (o == null) {
-            return false;
-        }
-        if (!(o instanceof IToken)) {
-            return false;
-        }
-        IToken t = (IToken) o;
-        if (t.getTokenLength() != tokenLength) {
-            return false;
-        }
-        int offset = 0;
-        for (int i = 0; i < tokenLength; i++) {
-            if (UTF8StringPointable.charAt(t.getData(), t.getStart() + offset) != UTF8StringPointable.charAt(data,
-                    start + offset)) {
-                return false;
-            }
-            offset += UTF8StringPointable.charSize(data, start + offset);
-        }
-        return true;
-    }
-
-    @Override
-    public int hashCode() {
-        return hash;
-    }
-
-    @Override
-    public void reset(byte[] data, int start, int length, int tokenLength, int tokenCount) {
-        super.reset(data, start, length, tokenLength, tokenCount);
-
-        // pre-compute hash value using JAQL-like string hashing
-        int pos = start;
-        hash = GOLDEN_RATIO_32;
-        for (int i = 0; i < tokenLength; i++) {
-            hash ^= Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
-            hash *= GOLDEN_RATIO_32;
-            pos += UTF8StringPointable.charSize(data, pos);
-        }
-        hash += tokenCount;
-    }
-
-    @Override
-    public void serializeToken(GrowableArray out) throws IOException {
-        if (tokenTypeTag > 0) {
-            out.getDataOutput().write(tokenTypeTag);
-        }
-
-        // serialize hash value
-        out.getDataOutput().writeInt(hash);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
deleted file mode 100644
index 318f041..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
+++ /dev/null
@@ -1,38 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class HashedUTF8WordTokenFactory extends AbstractUTF8TokenFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	public HashedUTF8WordTokenFactory() {
-		super();
-	}
-
-	public HashedUTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		super(tokenTypeTag, countTypeTag);
-	}
-
-	@Override
-	public IToken createToken() {
-		return new HashedUTF8WordToken(tokenTypeTag, countTypeTag);
-	}
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizer.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizer.java
deleted file mode 100644
index 05c6d0b..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizer.java
+++ /dev/null
@@ -1,30 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public interface IBinaryTokenizer {
-	public IToken getToken();
-
-	public boolean hasNext();
-
-	public void next();
-
-	public void reset(byte[] data, int start, int length);
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizerFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizerFactory.java
deleted file mode 100644
index bfe78ee..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizerFactory.java
+++ /dev/null
@@ -1,26 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.Serializable;
-
-public interface IBinaryTokenizerFactory extends Serializable {
-	public IBinaryTokenizer createTokenizer();
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/INGramToken.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/INGramToken.java
deleted file mode 100644
index befc6d2..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/INGramToken.java
+++ /dev/null
@@ -1,28 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public interface INGramToken {
-	public int getNumPostChars();
-
-	public int getNumPreChars();
-
-	public void setNumPrePostChars(int numPreChars, int numPostChars);
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IToken.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IToken.java
deleted file mode 100644
index 47467a1..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IToken.java
+++ /dev/null
@@ -1,41 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.IOException;
-
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-
-public interface IToken {
-	public byte[] getData();
-
-	public int getLength();
-
-	public int getStart();
-
-	public int getTokenLength();
-
-	public void reset(byte[] data, int start, int length, int tokenLength,
-			int tokenCount);
-
-	public void serializeToken(GrowableArray out) throws IOException;
-
-	public void serializeTokenCount(GrowableArray out) throws IOException;
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/ITokenFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/ITokenFactory.java
deleted file mode 100644
index 8b5d71d..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/ITokenFactory.java
+++ /dev/null
@@ -1,26 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.Serializable;
-
-public interface ITokenFactory extends Serializable {
-    public IToken createToken();
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IntArray.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IntArray.java
deleted file mode 100644
index 2eb9ff4..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IntArray.java
+++ /dev/null
@@ -1,80 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Rares Vernica <rares (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.util.Arrays;
-
-public class IntArray {
-    private static final int SIZE = 128;
-
-    private int[] data;
-    private int length;
-
-    public IntArray() {
-        data = new int[SIZE];
-        length = 0;
-    }
-
-    public void add(int d) {
-        if (length == data.length) {
-            data = Arrays.copyOf(data, data.length << 1);
-        }
-        data[length++] = d;
-    }
-
-    public int[] get() {
-        return data;
-    }
-
-    public int get(int i) {
-        return data[i];
-    }
-
-    public int length() {
-        return length;
-    }
-
-    public void reset() {
-        length = 0;
-    }
-
-    public void sort() {
-        sort(0, length);
-    }
-
-    public void sort(int start, int end) {
-        Arrays.sort(data, start, end);
-    }
-
-    @Override
-    public String toString() {
-        StringBuilder out = new StringBuilder();
-        out.append('[');
-        for (int i = 0; i < length; ++i) {
-            out.append(data[i]);
-            if (i < length - 1) {
-                out.append(',');
-                out.append(' ');
-            }
-        }
-        out.append(']');
-        return out.toString();
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
deleted file mode 100644
index fdfc02f..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
+++ /dev/null
@@ -1,118 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-
-public class NGramUTF8StringBinaryTokenizer extends AbstractUTF8StringBinaryTokenizer {
-
-    private int gramLength;
-    private boolean usePrePost;
-
-    private int gramNum;
-    private int totalGrams;
-
-    private final INGramToken concreteToken;
-
-    public NGramUTF8StringBinaryTokenizer(int gramLength, boolean usePrePost, boolean ignoreTokenCount,
-            boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
-        super(ignoreTokenCount, sourceHasTypeTag, tokenFactory);
-        this.gramLength = gramLength;
-        this.usePrePost = usePrePost;
-        concreteToken = (INGramToken) token;
-    }
-
-    @Override
-    public boolean hasNext() {
-        if (gramNum < totalGrams) {
-            return true;
-        } else {
-            return false;
-        }
-    }
-
-    @Override
-    public void next() {
-        int currentTokenStart = index;
-        int tokenCount = 1;
-        int numPreChars = 0;
-        int numPostChars = 0;
-        if (usePrePost) {
-            numPreChars = Math.max(gramLength - gramNum - 1, 0);
-            numPostChars = (gramNum > totalGrams - gramLength) ? gramLength - totalGrams + gramNum : 0;
-        }
-        gramNum++;
-
-        concreteToken.setNumPrePostChars(numPreChars, numPostChars);
-        if (numPreChars == 0) {
-            index += UTF8StringPointable.charSize(data, index);
-        }
-
-        // compute token count
-        // ignore pre and post grams for duplicate detection
-        if (!ignoreTokenCount && numPreChars == 0 && numPostChars == 0) {
-            int tmpIndex = start;
-            while (tmpIndex < currentTokenStart) {
-                tokenCount++; // assume found
-                int offset = 0;
-                for (int j = 0; j < gramLength; j++) {
-                    if (Character.toLowerCase(UTF8StringPointable.charAt(data, currentTokenStart + offset)) != Character
-                            .toLowerCase(UTF8StringPointable.charAt(data, tmpIndex + offset))) {
-                        tokenCount--;
-                        break;
-                    }
-                    offset += UTF8StringPointable.charSize(data, tmpIndex + offset);
-                }
-                tmpIndex += UTF8StringPointable.charSize(data, tmpIndex);
-            }
-        }
-
-        // set token
-        token.reset(data, currentTokenStart, length, gramLength, tokenCount);
-    }
-
-    @Override
-    public void reset(byte[] data, int start, int length) {
-        super.reset(data, start, length);
-        gramNum = 0;
-
-        int numChars = 0;
-        int pos = index;
-        int end = pos + utf8Length;
-        while (pos < end) {
-            numChars++;
-            pos += UTF8StringPointable.charSize(data, pos);
-        }
-
-        if (usePrePost) {
-            totalGrams = numChars + gramLength - 1;
-        } else {
-            totalGrams = numChars - gramLength + 1;
-        }
-    }
-
-    public void setGramlength(int gramLength) {
-        this.gramLength = gramLength;
-    }
-
-    public void setPrePost(boolean usePrePost) {
-        this.usePrePost = usePrePost;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramToken.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramToken.java
deleted file mode 100644
index 8cb9818..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramToken.java
+++ /dev/null
@@ -1,91 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.IOException;
-
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-import edu.uci.ics.hyracks.dataflow.common.data.util.StringUtils;
-
-public class UTF8NGramToken extends AbstractUTF8Token implements INGramToken {
-
-    public final static char PRECHAR = '#';
-
-    public final static char POSTCHAR = '$';
-
-    protected int numPreChars;
-    protected int numPostChars;
-
-    public UTF8NGramToken(byte tokenTypeTag, byte countTypeTag) {
-        super(tokenTypeTag, countTypeTag);
-    }
-
-    @Override
-    public int getNumPostChars() {
-        return numPreChars;
-    }
-
-    @Override
-    public int getNumPreChars() {
-        return numPostChars;
-    }
-
-    @Override
-    public void serializeToken(GrowableArray out) throws IOException {
-        handleTokenTypeTag(out.getDataOutput());
-        int tokenUTF8LenOff = out.getLength();
-
-        // regular chars
-        int numRegChars = tokenLength - numPreChars - numPostChars;
-
-        // assuming pre and post char need 1-byte each in utf8
-        int tokenUTF8Len = numPreChars + numPostChars;
-
-        // Write dummy UTF length which will be correctly set later.
-        out.getDataOutput().writeShort(0);
-
-        // pre chars
-        for (int i = 0; i < numPreChars; i++) {
-            StringUtils.writeCharAsModifiedUTF8(PRECHAR, out.getDataOutput());
-        }
-
-        int pos = start;
-        for (int i = 0; i < numRegChars; i++) {
-            char c = Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
-            tokenUTF8Len += StringUtils.writeCharAsModifiedUTF8(c, out.getDataOutput());
-            pos += UTF8StringPointable.charSize(data, pos);
-        }
-
-        // post chars
-        for (int i = 0; i < numPostChars; i++) {
-            StringUtils.writeCharAsModifiedUTF8(POSTCHAR, out.getDataOutput());
-        }
-
-        // Set UTF length of token.
-        out.getByteArray()[tokenUTF8LenOff] = (byte) ((tokenUTF8Len >>> 8) & 0xFF);
-        out.getByteArray()[tokenUTF8LenOff + 1] = (byte) ((tokenUTF8Len >>> 0) & 0xFF);
-    }
-
-    public void setNumPrePostChars(int numPreChars, int numPostChars) {
-        this.numPreChars = numPreChars;
-        this.numPostChars = numPostChars;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramTokenFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramTokenFactory.java
deleted file mode 100644
index 968d8e1..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramTokenFactory.java
+++ /dev/null
@@ -1,39 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class UTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	public UTF8NGramTokenFactory() {
-		super();
-	}
-
-	public UTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		super(tokenTypeTag, countTypeTag);
-	}
-
-	@Override
-	public IToken createToken() {
-		return new UTF8NGramToken(tokenTypeTag, countTypeTag);
-	}
-
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordToken.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordToken.java
deleted file mode 100644
index 9d7fe7c..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordToken.java
+++ /dev/null
@@ -1,51 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.IOException;
-
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-import edu.uci.ics.hyracks.dataflow.common.data.util.StringUtils;
-
-public class UTF8WordToken extends AbstractUTF8Token {
-
-    public UTF8WordToken(byte tokenTypeTag, byte countTypeTag) {
-        super(tokenTypeTag, countTypeTag);
-    }
-
-    @Override
-    public void serializeToken(GrowableArray out) throws IOException {
-        handleTokenTypeTag(out.getDataOutput());
-        int tokenUTF8LenOff = out.getLength();
-        int tokenUTF8Len = 0;
-        // Write dummy UTF length which will be correctly set later.
-        out.getDataOutput().writeShort(0);
-        int pos = start;
-        for (int i = 0; i < tokenLength; i++) {
-            char c = Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
-            tokenUTF8Len += StringUtils.writeCharAsModifiedUTF8(c, out.getDataOutput());
-            pos += UTF8StringPointable.charSize(data, pos);
-        }
-        // Set UTF length of token.
-        out.getByteArray()[tokenUTF8LenOff] = (byte) ((tokenUTF8Len >>> 8) & 0xFF);
-        out.getByteArray()[tokenUTF8LenOff + 1] = (byte) ((tokenUTF8Len >>> 0) & 0xFF);
-    }
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordTokenFactory.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordTokenFactory.java
deleted file mode 100644
index 4358254..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordTokenFactory.java
+++ /dev/null
@@ -1,39 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class UTF8WordTokenFactory extends AbstractUTF8TokenFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	public UTF8WordTokenFactory() {
-		super();
-	}
-
-	public UTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		super(tokenTypeTag, countTypeTag);
-	}
-
-	@Override
-	public IToken createToken() {
-		return new UTF8WordToken(tokenTypeTag, countTypeTag);
-	}
-
-}
diff --git a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/util/InvertedIndexUtils.java b/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/util/InvertedIndexUtils.java
deleted file mode 100644
index a1d1f06..0000000
--- a/hyracks/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/util/InvertedIndexUtils.java
+++ /dev/null
@@ -1,47 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.util;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-
-public class InvertedIndexUtils {
-    // Type traits to be appended to the token type trait which finally form the BTree field type traits.
-    private static final ITypeTraits[] btreeValueTypeTraits = new ITypeTraits[4];
-    static {
-        // startPageId
-        btreeValueTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
-        // endPageId
-        btreeValueTypeTraits[1] = IntegerPointable.TYPE_TRAITS;
-        // startOff
-        btreeValueTypeTraits[2] = IntegerPointable.TYPE_TRAITS;
-        // numElements
-        btreeValueTypeTraits[3] = IntegerPointable.TYPE_TRAITS;
-    }
-
-    public static ITypeTraits[] getBTreeTypeTraits(ITypeTraits[] tokenTypeTraits) {
-        ITypeTraits[] btreeTypeTraits = new ITypeTraits[tokenTypeTraits.length + btreeValueTypeTraits.length];
-        // Set key type traits.
-        for (int i = 0; i < tokenTypeTraits.length; i++) {
-            btreeTypeTraits[i] = tokenTypeTraits[i];
-        }
-        // Set value type traits.
-        for (int i = 0; i < btreeValueTypeTraits.length; i++) {
-            btreeTypeTraits[i + tokenTypeTraits.length] = btreeValueTypeTraits[i];
-        }
-        return btreeTypeTraits;
-    }
-}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/pom.xml b/hyracks/hyracks-storage-am-lsm-btree/pom.xml
new file mode 100644
index 0000000..2e0d2e6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/pom.xml
@@ -0,0 +1,47 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-btree</artifactId>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>    
+    <dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-btree</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency> 
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-bloomfilter</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency> 
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-common</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  	
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelper.java
new file mode 100644
index 0000000..06f06c6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelper.java
@@ -0,0 +1,68 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
+
+public class LSMBTreeDataflowHelper extends AbstractLSMIndexDataflowHelper {
+
+    public LSMBTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        this(opDesc, ctx, partition, DEFAULT_MEM_PAGE_SIZE, DEFAULT_MEM_NUM_PAGES, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackProvider);
+    }
+
+    public LSMBTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            int memPageSize, int memNumPages, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        super(opDesc, ctx, partition, memPageSize, memNumPages, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackProvider);
+    }
+
+    @Override
+    public ITreeIndex createIndexInstance() throws HyracksDataException {
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
+        ITreeIndexMetaDataFrameFactory metaDataFrameFactory = new LIFOMetaDataFrameFactory();
+        IInMemoryBufferCache memBufferCache = new InMemoryBufferCache(new HeapBufferAllocator(), memPageSize,
+                memNumPages, new TransientFileMapManager());
+        IInMemoryFreePageManager memFreePageManager = new InMemoryFreePageManager(memNumPages, metaDataFrameFactory);
+        return LSMBTreeUtils.createLSMTree(memBufferCache, memFreePageManager, ctx.getIOManager(), file, opDesc
+                .getStorageManager().getBufferCache(ctx), opDesc.getStorageManager().getFileMapProvider(ctx),
+                treeOpDesc.getTreeIndexTypeTraits(), treeOpDesc.getTreeIndexComparatorFactories(), treeOpDesc
+                        .getTreeIndexBloomFilterKeyFields(), mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackProvider, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelperFactory.java
new file mode 100644
index 0000000..ebf4bc0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelperFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+
+public class LSMBTreeDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public LSMBTreeDataflowHelperFactory(ILSMMergePolicyProvider mergePolicyProvider,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationSchedulerProvider ioSchedulerProvider,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider, int memPageSize, int memNumPages) {
+        super(mergePolicyProvider, opTrackerFactory, ioSchedulerProvider, ioOpCallbackProvider, memPageSize,
+                memNumPages);
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new LSMBTreeDataflowHelper(opDesc, ctx, partition, memPageSize, memNumPages,
+                mergePolicyProvider.getMergePolicy(ctx), opTrackerFactory, ioSchedulerProvider.getIOScheduler(ctx),
+                ioOpCallbackProvider);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/AntimatterAwareTupleAcceptor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/AntimatterAwareTupleAcceptor.java
new file mode 100644
index 0000000..e88aea6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/AntimatterAwareTupleAcceptor.java
@@ -0,0 +1,18 @@
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.api.ITupleAcceptor;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.tuples.LSMBTreeTupleReference;
+
+public enum AntimatterAwareTupleAcceptor implements ITupleAcceptor {
+    INSTANCE;
+
+    @Override
+    public boolean accept(ITupleReference tuple) {
+        if (tuple == null) {
+            return true;
+        }
+        return ((LSMBTreeTupleReference) tuple).isAntimatter();
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTree.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTree.java
new file mode 100644
index 0000000..655cd12
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTree.java
@@ -0,0 +1,640 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import java.io.File;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeDuplicateKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeBulkLoader;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.tuples.LSMBTreeTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractLSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMBTree extends AbstractLSMIndex implements ITreeIndex {
+
+    // In-memory components.   
+    private final LSMBTreeMutableComponent mutableComponent;
+
+    // For creating BTree's used in flush and merge.
+    private final LSMBTreeImmutableComponentFactory componentFactory;
+    // For creating BTree's used in bulk load. Different from diskBTreeFactory
+    // because it should have a different tuple writer in it's leaf frames.
+    private final LSMBTreeImmutableComponentFactory bulkLoadComponentFactory;
+
+    // Common for in-memory and on-disk components.
+    private final ITreeIndexFrameFactory insertLeafFrameFactory;
+    private final ITreeIndexFrameFactory deleteLeafFrameFactory;
+    private final IBinaryComparatorFactory[] cmpFactories;
+
+    public LSMBTree(IInMemoryBufferCache memBufferCache, IInMemoryFreePageManager memFreePageManager,
+            ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexFrameFactory insertLeafFrameFactory,
+            ITreeIndexFrameFactory deleteLeafFrameFactory, ILSMIndexFileManager fileManager,
+            TreeIndexFactory<BTree> diskBTreeFactory, TreeIndexFactory<BTree> bulkLoadBTreeFactory,
+            BloomFilterFactory bloomFilterFactory, IFileMapProvider diskFileMapProvider, int fieldCount,
+            IBinaryComparatorFactory[] cmpFactories, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        super(memFreePageManager, diskBTreeFactory.getBufferCache(), fileManager, diskFileMapProvider, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        mutableComponent = new LSMBTreeMutableComponent(new BTree(memBufferCache,
+                ((InMemoryBufferCache) memBufferCache).getFileMapProvider(), memFreePageManager, interiorFrameFactory,
+                insertLeafFrameFactory, cmpFactories, fieldCount, new FileReference(new File("membtree"))),
+                memFreePageManager);
+        this.insertLeafFrameFactory = insertLeafFrameFactory;
+        this.deleteLeafFrameFactory = deleteLeafFrameFactory;
+        this.cmpFactories = cmpFactories;
+        componentFactory = new LSMBTreeImmutableComponentFactory(diskBTreeFactory, bloomFilterFactory);
+        bulkLoadComponentFactory = new LSMBTreeImmutableComponentFactory(bulkLoadBTreeFactory, bloomFilterFactory);
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+
+        fileManager.deleteDirs();
+        fileManager.createDirs();
+        componentsRef.get().clear();
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            return;
+        }
+
+        ((InMemoryBufferCache) mutableComponent.getBTree().getBufferCache()).open();
+        mutableComponent.getBTree().create();
+        mutableComponent.getBTree().activate();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        immutableComponents.clear();
+        List<LSMComponentFileReferences> validFileReferences;
+        try {
+            validFileReferences = fileManager.cleanupAndGetValidFiles();
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+            LSMBTreeImmutableComponent component;
+            try {
+                component = createDiskComponent(componentFactory,
+                        lsmComonentFileReference.getInsertIndexFileReference(),
+                        lsmComonentFileReference.getBloomFilterFileReference(), false);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            immutableComponents.add(component);
+        }
+        isActivated = true;
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        if (!isActivated) {
+            return;
+        }
+
+        if (flushOnExit) {
+            BlockingIOOperationCallbackWrapper cb = new BlockingIOOperationCallbackWrapper(
+                    ioOpCallbackProvider.getIOOperationCallback(this));
+            ILSMIndexAccessor accessor = createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            accessor.scheduleFlush(cb);
+            try {
+                cb.waitForIO();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            LSMBTreeImmutableComponent component = (LSMBTreeImmutableComponent) c;
+            BTree btree = component.getBTree();
+            BloomFilter bloomFilter = component.getBloomFilter();
+            btree.deactivate();
+            bloomFilter.deactivate();
+        }
+        mutableComponent.getBTree().deactivate();
+        mutableComponent.getBTree().destroy();
+        ((InMemoryBufferCache) mutableComponent.getBTree().getBufferCache()).close();
+        isActivated = false;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        deactivate(true);
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            LSMBTreeImmutableComponent component = (LSMBTreeImmutableComponent) c;
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+        }
+        mutableComponent.getBTree().destroy();
+        fileManager.deleteDirs();
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        mutableComponent.getBTree().clear();
+        for (ILSMComponent c : immutableComponents) {
+            LSMBTreeImmutableComponent component = (LSMBTreeImmutableComponent) c;
+            component.getBloomFilter().deactivate();
+            component.getBTree().deactivate();
+            component.getBloomFilter().destroy();
+            component.getBTree().destroy();
+        }
+        immutableComponents.clear();
+    }
+
+    @Override
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) {
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        operationalComponents.clear();
+        switch (ctx.getOperation()) {
+            case UPDATE:
+            case UPSERT:
+            case PHYSICALDELETE:
+            case FLUSH:
+            case DELETE:
+                operationalComponents.add(mutableComponent);
+                break;
+            case SEARCH:
+            case INSERT:
+                operationalComponents.add(mutableComponent);
+                operationalComponents.addAll(immutableComponents);
+                break;
+            case MERGE:
+                operationalComponents.addAll(immutableComponents);
+                break;
+            default:
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+        }
+    }
+
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        LSMBTreeOpContext ctx = (LSMBTreeOpContext) ictx;
+        switch (ctx.getOperation()) {
+            case PHYSICALDELETE:
+                ctx.memBTreeAccessor.delete(tuple);
+                break;
+            case INSERT:
+                insert(tuple, ctx);
+                break;
+            default:
+                ctx.memBTreeAccessor.upsert(tuple);
+                break;
+        }
+    }
+
+    private boolean insert(ITupleReference tuple, LSMBTreeOpContext ctx) throws HyracksDataException, IndexException {
+        MultiComparator comparator = MultiComparator.createIgnoreFieldLength(mutableComponent.getBTree()
+                .getComparatorFactories());
+        LSMBTreePointSearchCursor searchCursor = new LSMBTreePointSearchCursor(ctx);
+        IIndexCursor memCursor = new BTreeRangeSearchCursor(ctx.memBTreeOpCtx.leafFrame, false);
+        RangePredicate predicate = new RangePredicate(tuple, tuple, true, true, comparator, comparator);
+
+        // first check the inmemory component
+        ctx.memBTreeAccessor.search(memCursor, predicate);
+        try {
+            if (memCursor.hasNext()) {
+                memCursor.next();
+                LSMBTreeTupleReference lsmbtreeTuple = (LSMBTreeTupleReference) memCursor.getTuple();
+                if (!lsmbtreeTuple.isAntimatter()) {
+                    throw new BTreeDuplicateKeyException("Failed to insert key since key already exists.");
+                } else {
+                    memCursor.close();
+                    ctx.memBTreeAccessor.upsertIfConditionElseInsert(tuple, AntimatterAwareTupleAcceptor.INSTANCE);
+                    return true;
+                }
+            }
+        } finally {
+            memCursor.close();
+        }
+
+        // TODO: Can we just remove the above code that search the mutable component and do it together with the search call below? i.e. instead of passing false to the lsmHarness.search(), we pass true to include the mutable component?
+        // the key was not in the inmemory component, so check the disk components
+        search(ctx, searchCursor, predicate);
+        try {
+            if (searchCursor.hasNext()) {
+                throw new BTreeDuplicateKeyException("Failed to insert key since key already exists.");
+            }
+        } finally {
+            searchCursor.close();
+        }
+        ctx.memBTreeAccessor.upsertIfConditionElseInsert(tuple, AntimatterAwareTupleAcceptor.INSTANCE);
+
+        return true;
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        LSMBTreeOpContext ctx = (LSMBTreeOpContext) ictx;
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        int numBTrees = operationalComponents.size();
+        assert numBTrees > 0;
+
+        boolean includeMutableComponent = operationalComponents.get(0) == mutableComponent;
+        LSMBTreeCursorInitialState initialState = new LSMBTreeCursorInitialState(numBTrees, insertLeafFrameFactory,
+                ctx.cmp, ctx.bloomFilterCmp, includeMutableComponent, lsmHarness, ctx.memBTreeAccessor, pred,
+                ctx.searchCallback, operationalComponents);
+        cursor.open(initialState, pred);
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        LSMBTreeOpContext opCtx = createOpContext(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        assert ctx.getComponentHolder().size() == 1;
+        ILSMComponent flushingComponent = ctx.getComponentHolder().get(0);
+        opCtx.setOperation(IndexOperation.FLUSH);
+        opCtx.getComponentHolder().add(flushingComponent);
+        ILSMIndexAccessorInternal flushAccessor = new LSMBTreeAccessor(lsmHarness, opCtx);
+        ioScheduler.scheduleOperation(new LSMBTreeFlushOperation(flushAccessor, flushingComponent, componentFileRefs
+                .getInsertIndexFileReference(), componentFileRefs.getBloomFilterFileReference(), callback));
+    }
+
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMBTreeFlushOperation flushOp = (LSMBTreeFlushOperation) operation;
+        LSMBTreeMutableComponent flushingComponent = (LSMBTreeMutableComponent) flushOp.getFlushingComponent();
+        IIndexAccessor accessor = flushingComponent.getBTree().createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, null, null);
+        IIndexCursor countingCursor = ((BTreeAccessor) accessor).createCountingSearchCursor();
+        accessor.search(countingCursor, nullPred);
+        long numElements = 0L;
+        try {
+            while (countingCursor.hasNext()) {
+                countingCursor.next();
+                ITupleReference countTuple = countingCursor.getTuple();
+                numElements = IntegerSerializerDeserializer.getInt(countTuple.getFieldData(0),
+                        countTuple.getFieldStart(0));
+            }
+        } finally {
+            countingCursor.close();
+        }
+
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                MAX_BLOOM_FILTER_ACCEPTABLE_FALSE_POSITIVE_RATE);
+
+        LSMBTreeImmutableComponent component = createDiskComponent(componentFactory, flushOp.getBTreeFlushTarget(),
+                flushOp.getBloomFilterFlushTarget(), true);
+        IIndexBulkLoader bulkLoader = component.getBTree().createBulkLoader(1.0f, false, numElements);
+        IIndexBulkLoader builder = component.getBloomFilter().createBuilder(numElements,
+                bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+
+        IIndexCursor scanCursor = accessor.createSearchCursor();
+        accessor.search(scanCursor, nullPred);
+        try {
+            while (scanCursor.hasNext()) {
+                scanCursor.next();
+                builder.add(scanCursor.getTuple());
+                bulkLoader.add(scanCursor.getTuple());
+            }
+        } finally {
+            scanCursor.close();
+            builder.end();
+        }
+        bulkLoader.end();
+        return component;
+    }
+
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        LSMBTreeOpContext opCtx = createOpContext(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        opCtx.getComponentHolder().addAll(mergingComponents);
+        ITreeIndexCursor cursor = new LSMBTreeRangeSearchCursor(opCtx);
+        RangePredicate rangePred = new RangePredicate(null, null, true, true, null, null);
+        search(opCtx, cursor, rangePred);
+
+        opCtx.setOperation(IndexOperation.MERGE);
+        BTree firstBTree = (BTree) ((LSMBTreeImmutableComponent) mergingComponents.get(0)).getBTree();
+        BTree lastBTree = (BTree) ((LSMBTreeImmutableComponent) mergingComponents.get(mergingComponents.size() - 1))
+                .getBTree();
+        FileReference firstFile = diskFileMapProvider.lookupFileName(firstBTree.getFileId());
+        FileReference lastFile = diskFileMapProvider.lookupFileName(lastBTree.getFileId());
+        LSMComponentFileReferences relMergeFileRefs = fileManager.getRelMergeFileReference(firstFile.getFile()
+                .getName(), lastFile.getFile().getName());
+        ILSMIndexAccessorInternal accessor = new LSMBTreeAccessor(lsmHarness, opCtx);
+        ioScheduler.scheduleOperation(new LSMBTreeMergeOperation(accessor, mergingComponents, cursor, relMergeFileRefs
+                .getInsertIndexFileReference(), relMergeFileRefs.getBloomFilterFileReference(), callback));
+    }
+
+    @Override
+    public ILSMComponent merge(List<ILSMComponent> mergedComponents, ILSMIOOperation operation)
+            throws HyracksDataException, IndexException {
+        LSMBTreeMergeOperation mergeOp = (LSMBTreeMergeOperation) operation;
+        ITreeIndexCursor cursor = mergeOp.getCursor();
+        mergedComponents.addAll(mergeOp.getMergingComponents());
+
+        long numElements = 0L;
+        for (int i = 0; i < mergedComponents.size(); ++i) {
+            numElements += ((LSMBTreeImmutableComponent) mergedComponents.get(i)).getBloomFilter().getNumElements();
+        }
+
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                MAX_BLOOM_FILTER_ACCEPTABLE_FALSE_POSITIVE_RATE);
+        LSMBTreeImmutableComponent mergedComponent = createDiskComponent(componentFactory,
+                mergeOp.getBTreeMergeTarget(), mergeOp.getBloomFilterMergeTarget(), true);
+
+        IIndexBulkLoader bulkLoader = mergedComponent.getBTree().createBulkLoader(1.0f, false, numElements);
+        IIndexBulkLoader builder = mergedComponent.getBloomFilter().createBuilder(numElements,
+                bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+                builder.add(frameTuple);
+                bulkLoader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+            builder.end();
+        }
+        bulkLoader.end();
+        return mergedComponent;
+    }
+
+    private LSMBTreeImmutableComponent createDiskComponent(LSMBTreeImmutableComponentFactory factory,
+            FileReference btreeFileRef, FileReference bloomFilterFileRef, boolean createComponent)
+            throws HyracksDataException, IndexException {
+        // Create new BTree instance.
+        LSMBTreeImmutableComponent component = (LSMBTreeImmutableComponent) factory
+                .createLSMComponentInstance(new LSMComponentFileReferences(btreeFileRef, null, bloomFilterFileRef));
+        if (createComponent) {
+            component.getBTree().create();
+            component.getBloomFilter().create();
+        }
+        // BTree will be closed during cleanup of merge().
+        component.getBTree().activate();
+        component.getBloomFilter().activate();
+        return component;
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint)
+            throws TreeIndexException {
+        try {
+            return new LSMBTreeBulkLoader(fillLevel, verifyInput, numElementsHint);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    private ILSMComponent createBulkLoadTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        return createDiskComponent(bulkLoadComponentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    @Override
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException {
+        // The order of forcing the dirty page to be flushed is critical. The bloom filter must be always done first.
+        LSMBTreeImmutableComponent component = (LSMBTreeImmutableComponent) lsmComponent;
+        // Flush the bloom filter first.
+        int fileId = component.getBloomFilter().getFileId();
+        IBufferCache bufferCache = component.getBTree().getBufferCache();
+        int startPage = 0;
+        int maxPage = component.getBloomFilter().getNumPages();
+        forceFlushDirtyPages(bufferCache, fileId, startPage, maxPage);
+        forceFlushDirtyPages(component.getBTree());
+        markAsValidInternal(component.getBTree());
+    }
+
+    public class LSMBTreeBulkLoader implements IIndexBulkLoader {
+        private final ILSMComponent component;
+        private final BTreeBulkLoader bulkLoader;
+        private final IIndexBulkLoader builder;
+        private boolean endHasBeenCalled = false;
+
+        public LSMBTreeBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+                throws TreeIndexException, HyracksDataException {
+            try {
+                component = createBulkLoadTarget();
+            } catch (HyracksDataException e) {
+                throw new TreeIndexException(e);
+            } catch (IndexException e) {
+                throw new TreeIndexException(e);
+            }
+            bulkLoader = (BTreeBulkLoader) ((LSMBTreeImmutableComponent) component).getBTree().createBulkLoader(
+                    fillFactor, verifyInput, numElementsHint);
+
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElementsHint);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    MAX_BLOOM_FILTER_ACCEPTABLE_FALSE_POSITIVE_RATE);
+            builder = ((LSMBTreeImmutableComponent) component).getBloomFilter().createBuilder(numElementsHint,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                bulkLoader.add(tuple);
+                builder.add(tuple);
+            } catch (IndexException e) {
+                handleException();
+                throw e;
+            } catch (HyracksDataException e) {
+                handleException();
+                throw e;
+            } catch (RuntimeException e) {
+                handleException();
+                throw e;
+            }
+        }
+
+        protected void handleException() throws HyracksDataException, IndexException {
+            if (!endHasBeenCalled) {
+                builder.end();
+            }
+            ((LSMBTreeImmutableComponent) component).getBTree().deactivate();
+            ((LSMBTreeImmutableComponent) component).getBTree().destroy();
+            ((LSMBTreeImmutableComponent) component).getBloomFilter().deactivate();
+            ((LSMBTreeImmutableComponent) component).getBloomFilter().destroy();
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            bulkLoader.end();
+            builder.end();
+            endHasBeenCalled = true;
+            lsmHarness.addBulkLoadedComponent(component);
+        }
+
+    }
+
+    public LSMBTreeOpContext createOpContext(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMBTreeOpContext(mutableComponent.getBTree(), insertLeafFrameFactory, deleteLeafFrameFactory,
+                modificationCallback, searchCallback, componentFactory.getBloomFilterKeyFields().length);
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMBTreeAccessor(lsmHarness, createOpContext(modificationCallback, searchCallback));
+    }
+
+    public class LSMBTreeAccessor extends LSMTreeIndexAccessor {
+        public LSMBTreeAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+            super(lsmHarness, ctx);
+        }
+
+        @Override
+        public IIndexCursor createSearchCursor() {
+            return new LSMBTreeSearchCursor(ctx);
+        }
+
+        public MultiComparator getMultiComparator() {
+            LSMBTreeOpContext concreteCtx = (LSMBTreeOpContext) ctx;
+            return concreteCtx.cmp;
+        }
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return diskBufferCache;
+    }
+
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        return cmpFactories;
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getInteriorFrameFactory() {
+        return mutableComponent.getBTree().getInteriorFrameFactory();
+    }
+
+    @Override
+    public int getFieldCount() {
+        return mutableComponent.getBTree().getFieldCount();
+    }
+
+    @Override
+    public int getFileId() {
+        return mutableComponent.getBTree().getFileId();
+    }
+
+    @Override
+    public IFreePageManager getFreePageManager() {
+        return mutableComponent.getBTree().getFreePageManager();
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        return mutableComponent.getBTree().getLeafFrameFactory();
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        InMemoryBufferCache memBufferCache = (InMemoryBufferCache) mutableComponent.getBTree().getBufferCache();
+        return memBufferCache.getNumPages() * memBufferCache.getPageSize();
+    }
+
+    @Override
+    public int getRootPageId() {
+        return mutableComponent.getBTree().getRootPageId();
+    }
+
+    public boolean isEmptyIndex() throws HyracksDataException {
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        return immutableComponents.isEmpty()
+                && mutableComponent.getBTree().isEmptyTree(
+                        mutableComponent.getBTree().getInteriorFrameFactory().createFrame());
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        mutableComponent.getBTree().validate();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            BTree btree = (BTree) ((LSMBTreeImmutableComponent) c).getBTree();
+            btree.validate();
+		}
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeCursorInitialState.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeCursorInitialState.java
new file mode 100644
index 0000000..2b7029b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeCursorInitialState.java
@@ -0,0 +1,121 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMBTreeCursorInitialState implements ICursorInitialState {
+
+    private final int numBTrees;
+    private final ITreeIndexFrameFactory leafFrameFactory;
+    private MultiComparator cmp;
+    private final MultiComparator bloomFilterCmp;
+    private final boolean includeMemComponent;
+    private final ILSMHarness lsmHarness;
+
+    private final IIndexAccessor memBtreeAccessor;
+    private final ISearchPredicate predicate;
+    private ISearchOperationCallback searchCallback;
+
+    private final List<ILSMComponent> operationalComponents;
+
+    public LSMBTreeCursorInitialState(int numBTrees, ITreeIndexFrameFactory leafFrameFactory, MultiComparator cmp,
+            MultiComparator bloomFilterCmp, boolean includeMemComponent, ILSMHarness lsmHarness,
+            IIndexAccessor memBtreeAccessor, ISearchPredicate predicate, ISearchOperationCallback searchCallback,
+            List<ILSMComponent> operationalComponents) {
+        this.numBTrees = numBTrees;
+        this.leafFrameFactory = leafFrameFactory;
+        this.cmp = cmp;
+        this.bloomFilterCmp = bloomFilterCmp;
+        this.includeMemComponent = includeMemComponent;
+        this.lsmHarness = lsmHarness;
+        this.searchCallback = searchCallback;
+        this.memBtreeAccessor = memBtreeAccessor;
+        this.predicate = predicate;
+        this.operationalComponents = operationalComponents;
+    }
+
+    public int getNumBTrees() {
+        return numBTrees;
+    }
+
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        return leafFrameFactory;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public boolean getIncludeMemComponent() {
+        return includeMemComponent;
+    }
+
+    public ILSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    public List<ILSMComponent> getOperationalComponents() {
+        return operationalComponents;
+    }
+
+    public IIndexAccessor getMemBTreeAccessor() {
+        return memBtreeAccessor;
+    }
+
+    public ISearchPredicate getSearchPredicate() {
+        return predicate;
+    }
+
+    public MultiComparator getBloomFilterComparator() {
+        return bloomFilterCmp;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return cmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.cmp = originalCmp;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeFileManager.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeFileManager.java
new file mode 100644
index 0000000..bbcee06
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeFileManager.java
@@ -0,0 +1,165 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Date;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMBTreeFileManager extends AbstractLSMIndexFileManager {
+    private static final String BTREE_STRING = "b";
+
+    private final TreeIndexFactory<? extends ITreeIndex> btreeFactory;
+
+    public LSMBTreeFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> btreeFactory, int startIODeviceIndex) {
+        super(ioManager, fileMapProvider, file, null, startIODeviceIndex);
+        this.btreeFactory = btreeFactory;
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelFlushFileReference() {
+        Date date = new Date();
+        String ts = formatter.format(date);
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        // Begin timestamp and end timestamp are identical since it is a flush
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + BTREE_STRING), null,
+                createFlushFile(baseName + SPLIT_STRING + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException {
+        String[] firstTimestampRange = firstFileName.split(SPLIT_STRING);
+        String[] lastTimestampRange = lastFileName.split(SPLIT_STRING);
+
+        String baseName = baseDir + firstTimestampRange[0] + SPLIT_STRING + lastTimestampRange[1];
+        // Get the range of timestamps by taking the earliest and the latest timestamps
+        return new LSMComponentFileReferences(createMergeFile(baseName + SPLIT_STRING + BTREE_STRING), null,
+                createMergeFile(baseName + SPLIT_STRING + BLOOM_FILTER_STRING));
+    }
+
+    private static FilenameFilter btreeFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(BTREE_STRING);
+        }
+    };
+
+    @Override
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException {
+        List<LSMComponentFileReferences> validFiles = new ArrayList<LSMComponentFileReferences>();
+        ArrayList<ComparableFileName> allBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBloomFilterFiles = new ArrayList<ComparableFileName>();
+
+        // Gather files from all IODeviceHandles.
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            // List of valid BTree files.
+            cleanupAndGetValidFilesInternal(dev, btreeFilter, btreeFactory, allBTreeFiles);
+            HashSet<String> btreeFilesSet = new HashSet<String>();
+            for (ComparableFileName cmpFileName : allBTreeFiles) {
+                int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+                btreeFilesSet.add(cmpFileName.fileName.substring(0, index));
+            }
+            validateFiles(dev, btreeFilesSet, allBloomFilterFiles, bloomFilterFilter, null);
+        }
+
+        // Sanity check.
+        if (allBTreeFiles.size() != allBloomFilterFiles.size()) {
+            throw new HyracksDataException(
+                    "Unequal number of valid BTree and bloom filter files found. Aborting cleanup.");
+        }
+
+        // Trivial cases.
+        if (allBTreeFiles.isEmpty() || allBloomFilterFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allBTreeFiles.size() == 1 && allBloomFilterFiles.size() == 1) {
+            validFiles.add(new LSMComponentFileReferences(allBTreeFiles.get(0).fileRef, null, allBloomFilterFiles
+                    .get(0).fileRef));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allBTreeFiles);
+        Collections.sort(allBloomFilterFiles);
+
+        List<ComparableFileName> validComparableBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBTree = allBTreeFiles.get(0);
+        validComparableBTreeFiles.add(lastBTree);
+
+        List<ComparableFileName> validComparableBloomFilterFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBloomFilter = allBloomFilterFiles.get(0);
+        validComparableBloomFilterFiles.add(lastBloomFilter);
+
+        for (int i = 1; i < allBTreeFiles.size(); i++) {
+            ComparableFileName currentBTree = allBTreeFiles.get(i);
+            ComparableFileName currentBloomFilter = allBloomFilterFiles.get(i);
+            // Current start timestamp is greater than last stop timestamp.
+            if (currentBTree.interval[0].compareTo(lastBTree.interval[1]) > 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[1]) > 0) {
+                validComparableBTreeFiles.add(currentBTree);
+                validComparableBloomFilterFiles.add(currentBloomFilter);
+                lastBTree = currentBTree;
+                lastBloomFilter = currentBloomFilter;
+            } else if (currentBTree.interval[0].compareTo(lastBTree.interval[0]) >= 0
+                    && currentBTree.interval[1].compareTo(lastBTree.interval[1]) <= 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[0]) >= 0
+                    && currentBloomFilter.interval[1].compareTo(lastBloomFilter.interval[1]) <= 0) {
+                // Invalid files are completely contained in last interval.
+                File invalidBTreeFile = new File(currentBTree.fullPath);
+                invalidBTreeFile.delete();
+                File invalidBloomFilterFile = new File(currentBloomFilter.fullPath);
+                invalidBloomFilterFile.delete();
+            } else {
+                // This scenario should not be possible.
+                throw new HyracksDataException("Found LSM files with overlapping but not contained timetamp intervals.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer
+        // files come first.
+        Collections.sort(validComparableBTreeFiles, recencyCmp);
+        Collections.sort(validComparableBloomFilterFiles, recencyCmp);
+
+        Iterator<ComparableFileName> btreeFileIter = validComparableBTreeFiles.iterator();
+        Iterator<ComparableFileName> bloomFilterFileIter = validComparableBloomFilterFiles.iterator();
+        while (btreeFileIter.hasNext() && bloomFilterFileIter.hasNext()) {
+            ComparableFileName cmpBTreeFileName = btreeFileIter.next();
+            ComparableFileName cmpBloomFilterFileName = bloomFilterFileIter.next();
+            validFiles.add(new LSMComponentFileReferences(cmpBTreeFileName.fileRef, null,
+                    cmpBloomFilterFileName.fileRef));
+        }
+
+        return validFiles;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeFlushOperation.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeFlushOperation.java
new file mode 100644
index 0000000..dfda07b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeFlushOperation.java
@@ -0,0 +1,71 @@
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMBTreeFlushOperation implements ILSMIOOperation {
+
+    private final ILSMIndexAccessorInternal accessor;
+    private final ILSMComponent flushingComponent;
+    private final FileReference btreeFlushTarget;
+    private final FileReference bloomFilterFlushTarget;
+    private final ILSMIOOperationCallback callback;
+
+    public LSMBTreeFlushOperation(ILSMIndexAccessorInternal accessor, ILSMComponent flushingComponent,
+            FileReference btreeFlushTarget, FileReference bloomFilterFlushTarget, ILSMIOOperationCallback callback) {
+        this.accessor = accessor;
+        this.flushingComponent = flushingComponent;
+        this.btreeFlushTarget = btreeFlushTarget;
+        this.bloomFilterFlushTarget = bloomFilterFlushTarget;
+        this.callback = callback;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        return Collections.emptySet();
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(btreeFlushTarget.getDeviceHandle());
+        devs.add(bloomFilterFlushTarget.getDeviceHandle());
+        return devs;
+    }
+
+    @Override
+    public void perform() throws HyracksDataException, IndexException {
+        accessor.flush(this);
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getBTreeFlushTarget() {
+        return btreeFlushTarget;
+    }
+
+    public FileReference getBloomFilterFlushTarget() {
+        return bloomFilterFlushTarget;
+    }
+
+    public ILSMIndexAccessorInternal getAccessor() {
+        return accessor;
+    }
+
+    public ILSMComponent getFlushingComponent() {
+        return flushingComponent;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeImmutableComponent.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeImmutableComponent.java
new file mode 100644
index 0000000..daa86d9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeImmutableComponent.java
@@ -0,0 +1,32 @@
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractImmutableLSMComponent;
+
+public class LSMBTreeImmutableComponent extends AbstractImmutableLSMComponent {
+    private final BTree btree;
+    private final BloomFilter bloomFilter;
+
+    public LSMBTreeImmutableComponent(BTree btree, BloomFilter bloomFilter) {
+        this.btree = btree;
+        this.bloomFilter = bloomFilter;
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        btree.deactivate();
+        btree.destroy();
+        bloomFilter.deactivate();
+        bloomFilter.destroy();
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    public BloomFilter getBloomFilter() {
+        return bloomFilter;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeImmutableComponentFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeImmutableComponentFactory.java
new file mode 100644
index 0000000..e9da5a5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeImmutableComponentFactory.java
@@ -0,0 +1,52 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LSMBTreeImmutableComponentFactory implements ILSMComponentFactory {
+    private final TreeIndexFactory<BTree> btreeFactory;
+    private final BloomFilterFactory bloomFilterFactory;
+
+    public LSMBTreeImmutableComponentFactory(TreeIndexFactory<BTree> btreeFactory, BloomFilterFactory bloomFilterFactory) {
+        this.btreeFactory = btreeFactory;
+        this.bloomFilterFactory = bloomFilterFactory;
+    }
+
+    @Override
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException,
+            HyracksDataException {
+        return new LSMBTreeImmutableComponent(btreeFactory.createIndexInstance(cfr.getInsertIndexFileReference()),
+                bloomFilterFactory.createBloomFiltertInstance(cfr.getBloomFilterFileReference()));
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return btreeFactory.getBufferCache();
+    }
+
+    public int[] getBloomFilterKeyFields() {
+        return bloomFilterFactory.getBloomFilterKeyFields();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeMergeOperation.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeMergeOperation.java
new file mode 100644
index 0000000..180fb9a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeMergeOperation.java
@@ -0,0 +1,96 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMBTreeMergeOperation implements ILSMIOOperation {
+
+    private final ILSMIndexAccessorInternal accessor;
+    private final List<ILSMComponent> mergingComponents;
+    private final ITreeIndexCursor cursor;
+    private final FileReference btreeMergeTarget;
+    private final FileReference bloomFilterMergeTarget;
+    private final ILSMIOOperationCallback callback;
+
+    public LSMBTreeMergeOperation(ILSMIndexAccessorInternal accessor, List<ILSMComponent> mergingComponents,
+            ITreeIndexCursor cursor, FileReference btreeMergeTarget, FileReference bloomFilterMergeTarget,
+            ILSMIOOperationCallback callback) {
+        this.accessor = accessor;
+        this.mergingComponents = mergingComponents;
+        this.cursor = cursor;
+        this.btreeMergeTarget = btreeMergeTarget;
+        this.bloomFilterMergeTarget = bloomFilterMergeTarget;
+        this.callback = callback;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        for (ILSMComponent o : mergingComponents) {
+            LSMBTreeImmutableComponent component = (LSMBTreeImmutableComponent) o;
+            devs.add(component.getBTree().getFileReference().getDeviceHandle());
+            devs.add(component.getBloomFilter().getFileReference().getDeviceHandle());
+        }
+        return devs;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(btreeMergeTarget.getDeviceHandle());
+        devs.add(bloomFilterMergeTarget.getDeviceHandle());
+        return devs;
+    }
+
+    @Override
+    public void perform() throws HyracksDataException, IndexException {
+        accessor.merge(this);
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getBTreeMergeTarget() {
+        return btreeMergeTarget;
+    }
+
+    public FileReference getBloomFilterMergeTarget() {
+        return bloomFilterMergeTarget;
+    }
+
+    public ITreeIndexCursor getCursor() {
+        return cursor;
+    }
+
+    public List<ILSMComponent> getMergingComponents() {
+        return mergingComponents;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeMutableComponent.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeMutableComponent.java
new file mode 100644
index 0000000..30e79b4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeMutableComponent.java
@@ -0,0 +1,47 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractMutableLSMComponent;
+
+public class LSMBTreeMutableComponent extends AbstractMutableLSMComponent {
+
+    private final BTree btree;
+    private final IInMemoryFreePageManager mfpm;
+
+    public LSMBTreeMutableComponent(BTree btree, IInMemoryFreePageManager mfpm) {
+        this.btree = btree;
+        this.mfpm = mfpm;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    @Override
+    protected boolean isFull() {
+        return mfpm.isFull();
+    }
+
+    @Override
+    protected void reset() throws HyracksDataException {
+        btree.clear();
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeOpContext.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeOpContext.java
new file mode 100644
index 0000000..9400d2d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeOpContext.java
@@ -0,0 +1,150 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public final class LSMBTreeOpContext implements ILSMIndexOperationContext {
+
+    public ITreeIndexFrameFactory insertLeafFrameFactory;
+    public ITreeIndexFrameFactory deleteLeafFrameFactory;
+    public IBTreeLeafFrame insertLeafFrame;
+    public IBTreeLeafFrame deleteLeafFrame;
+    public final BTree memBTree;
+    public BTree.BTreeAccessor memBTreeAccessor;
+    public BTreeOpContext memBTreeOpCtx;
+    public IndexOperation op;
+    public final MultiComparator cmp;
+    public final MultiComparator bloomFilterCmp;
+    public final IModificationOperationCallback modificationCallback;
+    public final ISearchOperationCallback searchCallback;
+    private final List<ILSMComponent> componentHolder;
+
+    public LSMBTreeOpContext(BTree memBTree, ITreeIndexFrameFactory insertLeafFrameFactory,
+            ITreeIndexFrameFactory deleteLeafFrameFactory, IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback, int numBloomFilterKeyFields) {
+        IBinaryComparatorFactory cmpFactories[] = memBTree.getComparatorFactories();
+        if (cmpFactories[0] != null) {
+            this.cmp = MultiComparator.createIgnoreFieldLength(memBTree.getComparatorFactories());
+        } else {
+            this.cmp = null;
+        }
+
+        bloomFilterCmp = MultiComparator.createIgnoreFieldLength(memBTree.getComparatorFactories(), 0,
+                numBloomFilterKeyFields);
+
+        this.memBTree = memBTree;
+        this.insertLeafFrameFactory = insertLeafFrameFactory;
+        this.deleteLeafFrameFactory = deleteLeafFrameFactory;
+        this.insertLeafFrame = (IBTreeLeafFrame) insertLeafFrameFactory.createFrame();
+        this.deleteLeafFrame = (IBTreeLeafFrame) deleteLeafFrameFactory.createFrame();
+        if (insertLeafFrame != null && this.cmp != null) {
+            insertLeafFrame.setMultiComparator(cmp);
+        }
+        if (deleteLeafFrame != null && this.cmp != null) {
+            deleteLeafFrame.setMultiComparator(cmp);
+        }
+        this.componentHolder = new LinkedList<ILSMComponent>();
+        this.modificationCallback = modificationCallback;
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        reset();
+        this.op = newOp;
+        switch (newOp) {
+            case SEARCH:
+                setMemBTreeAccessor();
+                break;
+            case DISKORDERSCAN:
+            case UPDATE:
+                // Attention: It is important to leave the leafFrame and
+                // leafFrameFactory of the memBTree as is when doing an update.
+                // Update will only be set if a previous attempt to delete or
+                // insert failed, so we must preserve the semantics of the
+                // previously requested operation.
+                setMemBTreeAccessor();
+                return;
+            case UPSERT:
+            case INSERT:
+                setInsertMode();
+                break;
+            case PHYSICALDELETE:
+            case DELETE:
+                setDeleteMode();
+                break;
+        }
+    }
+
+    private void setMemBTreeAccessor() {
+        if (memBTreeAccessor == null) {
+            memBTreeAccessor = (BTree.BTreeAccessor) memBTree.createAccessor(modificationCallback,
+                    NoOpOperationCallback.INSTANCE);
+            memBTreeOpCtx = memBTreeAccessor.getOpContext();
+        }
+    }
+
+    public void setInsertMode() {
+        setMemBTreeAccessor();
+        memBTreeOpCtx.leafFrame = insertLeafFrame;
+        memBTreeOpCtx.leafFrameFactory = insertLeafFrameFactory;
+    }
+
+    public void setDeleteMode() {
+        setMemBTreeAccessor();
+        memBTreeOpCtx.leafFrame = deleteLeafFrame;
+        memBTreeOpCtx.leafFrameFactory = deleteLeafFrameFactory;
+    }
+
+    @Override
+    public void reset() {
+        componentHolder.clear();
+    }
+
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentHolder() {
+        return componentHolder;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public IModificationOperationCallback getModificationCallback() {
+        return modificationCallback;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreePointSearchCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreePointSearchCursor.java
new file mode 100644
index 0000000..0204833
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreePointSearchCursor.java
@@ -0,0 +1,224 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.ListIterator;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BloomFilterAwareBTreePointSearchCursor;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMBTreePointSearchCursor implements ITreeIndexCursor {
+
+    private IIndexCursor[] rangeCursors;
+    private final ILSMIndexOperationContext opCtx;
+    private ISearchOperationCallback searchCallback;
+    private RangePredicate predicate;
+    private IIndexAccessor memBTreeAccessor;
+    private boolean includeMemComponent;
+    private int numBTrees;
+    private IIndexAccessor[] bTreeAccessors;
+    private ILSMHarness lsmHarness;
+    private boolean nextHasBeenCalled;
+    private boolean foundTuple;
+    private ITupleReference frameTuple;
+
+    public LSMBTreePointSearchCursor(ILSMIndexOperationContext opCtx) {
+        this.opCtx = opCtx;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (nextHasBeenCalled) {
+            return false;
+        } else if (foundTuple) {
+            return true;
+        }
+        boolean reconciled = false;
+        for (int i = 0; i < numBTrees; ++i) {
+            bTreeAccessors[i].search(rangeCursors[i], predicate);
+            if (rangeCursors[i].hasNext()) {
+                rangeCursors[i].next();
+                // We use the predicate's to lock the key instead of the tuple that we get from cursor to avoid copying the tuple when we do the "unlatch dance"
+                if (reconciled || searchCallback.proceed(predicate.getLowKey())) {
+                    // if proceed is successful, then there's no need for doing the "unlatch dance"
+                    if (((ILSMTreeTupleReference) rangeCursors[i].getTuple()).isAntimatter()) {
+                        searchCallback.cancel(predicate.getLowKey());
+                        rangeCursors[i].close();
+                        return false;
+                    } else {
+                        frameTuple = rangeCursors[i].getTuple();
+                        foundTuple = true;
+                        return true;
+                    }
+                }
+                if (i == 0 && includeMemComponent) {
+                    // unlatch/unpin
+                    rangeCursors[i].reset();
+                    searchCallback.reconcile(predicate.getLowKey());
+                    reconciled = true;
+
+                    // retraverse
+                    memBTreeAccessor.search(rangeCursors[i], predicate);
+                    if (rangeCursors[i].hasNext()) {
+                        rangeCursors[i].next();
+                        if (((ILSMTreeTupleReference) rangeCursors[i].getTuple()).isAntimatter()) {
+                            searchCallback.cancel(predicate.getLowKey());
+                            rangeCursors[i].close();
+                            return false;
+                        } else {
+                            frameTuple = rangeCursors[i].getTuple();
+                            foundTuple = true;
+                            return true;
+                        }
+                    } else {
+                        rangeCursors[i].close();
+                    }
+                } else {
+                    frameTuple = rangeCursors[i].getTuple();
+                    searchCallback.reconcile(frameTuple);
+                    foundTuple = true;
+                    return true;
+                }
+            } else {
+                rangeCursors[i].close();
+            }
+        }
+        return false;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        if (rangeCursors != null) {
+            for (int i = 0; i < rangeCursors.length; ++i) {
+                rangeCursors[i].reset();
+            }
+        }
+        rangeCursors = null;
+        nextHasBeenCalled = false;
+        foundTuple = false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        LSMBTreeCursorInitialState lsmInitialState = (LSMBTreeCursorInitialState) initialState;
+        includeMemComponent = lsmInitialState.getIncludeMemComponent();
+        lsmHarness = lsmInitialState.getLSMHarness();
+        searchCallback = lsmInitialState.getSearchOperationCallback();
+        memBTreeAccessor = lsmInitialState.getMemBTreeAccessor();
+        predicate = (RangePredicate) lsmInitialState.getSearchPredicate();
+
+        numBTrees = lsmInitialState.getNumBTrees();
+        rangeCursors = new IIndexCursor[numBTrees];
+        int i = 0;
+        if (includeMemComponent) {
+            // No need for a bloom filter for the in-memory BTree.
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) lsmInitialState.getLeafFrameFactory().createFrame();
+            rangeCursors[i] = new BTreeRangeSearchCursor(leafFrame, false);
+            ++i;
+        }
+        for (; i < numBTrees; ++i) {
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) lsmInitialState.getLeafFrameFactory().createFrame();
+            rangeCursors[i] = new BloomFilterAwareBTreePointSearchCursor(leafFrame, false,
+                    ((LSMBTreeImmutableComponent) lsmInitialState.getOperationalComponents().get(i)).getBloomFilter());
+        }
+
+        bTreeAccessors = new IIndexAccessor[numBTrees];
+        int cursorIx = 0;
+        ListIterator<ILSMComponent> btreesIter = lsmInitialState.getOperationalComponents().listIterator();
+        if (includeMemComponent) {
+            bTreeAccessors[cursorIx] = memBTreeAccessor;
+            ++cursorIx;
+            btreesIter.next();
+        }
+
+        while (btreesIter.hasNext()) {
+            BTree diskBTree = ((LSMBTreeImmutableComponent) btreesIter.next()).getBTree();
+            bTreeAccessors[cursorIx] = diskBTree.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            cursorIx++;
+        }
+        nextHasBeenCalled = false;
+        foundTuple = false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        nextHasBeenCalled = true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (lsmHarness != null) {
+            try {
+                for (int i = 0; i < rangeCursors.length; i++) {
+                    rangeCursors[i].close();
+                }
+                rangeCursors = null;
+            } finally {
+                lsmHarness.endSearch(opCtx);
+            }
+        }
+        nextHasBeenCalled = false;
+        foundTuple = false;
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        // do nothing
+        return null;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // do nothing
+
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // do nothing
+
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
new file mode 100644
index 0000000..4255dbf
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
@@ -0,0 +1,214 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.Iterator;
+import java.util.ListIterator;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+
+public class LSMBTreeRangeSearchCursor extends LSMIndexSearchCursor {
+    private final ArrayTupleReference copyTuple;
+    private final RangePredicate reusablePred;
+
+    private ISearchOperationCallback searchCallback;
+    private RangePredicate predicate;
+    private IIndexAccessor memBTreeAccessor;
+    private ArrayTupleBuilder tupleBuilder;
+    private boolean proceed = true;
+
+    public LSMBTreeRangeSearchCursor(ILSMIndexOperationContext opCtx) {
+        super(opCtx);
+        this.copyTuple = new ArrayTupleReference();
+        this.reusablePred = new RangePredicate(null, null, true, true, null, null);
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        super.reset();
+        proceed = true;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        outputElement = outputPriorityQueue.poll();
+        needPush = true;
+        proceed = false;
+    }
+
+    protected void checkPriorityQueue() throws HyracksDataException, IndexException {
+        while (!outputPriorityQueue.isEmpty() || needPush == true) {
+            if (!outputPriorityQueue.isEmpty()) {
+                PriorityQueueElement checkElement = outputPriorityQueue.peek();
+                if (proceed && !searchCallback.proceed(checkElement.getTuple())) {
+                    if (includeMemComponent) {
+                        PriorityQueueElement inMemElement = null;
+                        boolean inMemElementFound = false;
+                        // scan the PQ for the in-memory component's element
+                        Iterator<PriorityQueueElement> it = outputPriorityQueue.iterator();
+                        while (it.hasNext()) {
+                            inMemElement = it.next();
+                            if (inMemElement.getCursorIndex() == 0) {
+                                inMemElementFound = true;
+                                it.remove();
+                                break;
+                            }
+                        }
+                        if (inMemElementFound) {
+                            // copy the in-mem tuple
+                            if (tupleBuilder == null) {
+                                tupleBuilder = new ArrayTupleBuilder(cmp.getKeyFieldCount());
+                            }
+                            TupleUtils.copyTuple(tupleBuilder, inMemElement.getTuple(), cmp.getKeyFieldCount());
+                            copyTuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+                            // unlatch/unpin
+                            rangeCursors[0].reset();
+
+                            // reconcile
+                            if (checkElement.getCursorIndex() == 0) {
+                                searchCallback.reconcile(copyTuple);
+                            } else {
+                                searchCallback.reconcile(checkElement.getTuple());
+                            }
+                            // retraverse
+                            reusablePred.setLowKey(copyTuple, true);
+                            memBTreeAccessor.search(rangeCursors[0], reusablePred);
+                            pushIntoPriorityQueue(inMemElement);
+                            if (cmp.compare(copyTuple, inMemElement.getTuple()) != 0) {
+                                searchCallback.cancel(copyTuple);
+                                continue;
+                            }
+                        } else {
+                            // the in-memory cursor is exhausted
+                            searchCallback.reconcile(checkElement.getTuple());
+                        }
+                    } else {
+                        searchCallback.reconcile(checkElement.getTuple());
+                    }
+                }
+                // If there is no previous tuple or the previous tuple can be ignored
+                if (outputElement == null) {
+                    if (isDeleted(checkElement)) {
+                        // If the key has been deleted then pop it and set needPush to true.
+                        // We cannot push immediately because the tuple may be
+                        // modified if hasNext() is called
+                        outputElement = outputPriorityQueue.poll();
+                        searchCallback.cancel(checkElement.getTuple());
+                        needPush = true;
+                        proceed = false;
+                    } else {
+                        break;
+                    }
+                } else {
+                    // Compare the previous tuple and the head tuple in the PQ
+                    if (compare(cmp, outputElement.getTuple(), checkElement.getTuple()) == 0) {
+                        // If the previous tuple and the head tuple are
+                        // identical
+                        // then pop the head tuple and push the next tuple from
+                        // the tree of head tuple
+
+                        // the head element of PQ is useless now
+                        PriorityQueueElement e = outputPriorityQueue.poll();
+                        pushIntoPriorityQueue(e);
+                    } else {
+                        // If the previous tuple and the head tuple are different
+                        // the info of previous tuple is useless
+                        if (needPush == true) {
+                            pushIntoPriorityQueue(outputElement);
+                            needPush = false;
+                        }
+                        proceed = true;
+                        outputElement = null;
+                    }
+                }
+            } else {
+                // the priority queue is empty and needPush
+                pushIntoPriorityQueue(outputElement);
+                needPush = false;
+                outputElement = null;
+                proceed = true;
+            }
+        }
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException,
+            IndexException {
+        LSMBTreeCursorInitialState lsmInitialState = (LSMBTreeCursorInitialState) initialState;
+        cmp = lsmInitialState.getOriginalKeyComparator();
+        includeMemComponent = lsmInitialState.getIncludeMemComponent();
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        lsmHarness = lsmInitialState.getLSMHarness();
+        searchCallback = lsmInitialState.getSearchOperationCallback();
+        memBTreeAccessor = lsmInitialState.getMemBTreeAccessor();
+        predicate = (RangePredicate) lsmInitialState.getSearchPredicate();
+        reusablePred.setLowKeyComparator(cmp);
+        reusablePred.setHighKey(predicate.getHighKey(), predicate.isHighKeyInclusive());
+        reusablePred.setHighKeyComparator(predicate.getHighKeyComparator());
+
+        int numBTrees = lsmInitialState.getNumBTrees();
+        rangeCursors = new IIndexCursor[numBTrees];
+        for (int i = 0; i < numBTrees; i++) {
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) lsmInitialState.getLeafFrameFactory().createFrame();
+            rangeCursors[i] = new BTreeRangeSearchCursor(leafFrame, false);
+        }
+        setPriorityQueueComparator();
+
+        int cursorIx = 0;
+        ListIterator<ILSMComponent> btreesIter = operationalComponents.listIterator();
+        if (includeMemComponent) {
+            // Open cursor of in-memory BTree at index 0.
+            memBTreeAccessor.search(rangeCursors[cursorIx], searchPred);
+            // Skip 0 because it is the in-memory BTree.
+            ++cursorIx;
+            btreesIter.next();
+        }
+
+        // Open cursors of on-disk BTrees.
+        int numDiskComponents = includeMemComponent ? numBTrees - 1 : numBTrees;
+        ITreeIndexAccessor[] diskBTreeAccessors = new ITreeIndexAccessor[numDiskComponents];
+        int diskBTreeIx = 0;
+        while (btreesIter.hasNext()) {
+            BTree diskBTree = (BTree) ((LSMBTreeImmutableComponent) btreesIter.next()).getBTree();
+            diskBTreeAccessors[diskBTreeIx] = diskBTree.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            diskBTreeAccessors[diskBTreeIx].search(rangeCursors[cursorIx], searchPred);
+            cursorIx++;
+            diskBTreeIx++;
+        }
+        initPriorityQueue();
+        proceed = true;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeSearchCursor.java
new file mode 100644
index 0000000..6872520
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeSearchCursor.java
@@ -0,0 +1,132 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMBTreeSearchCursor implements ITreeIndexCursor {
+
+    public enum LSMBTreeSearchType {
+        POINT,
+        RANGE
+    }
+
+    private final LSMBTreePointSearchCursor pointCursor;
+    private final LSMBTreeRangeSearchCursor rangeCursor;
+    private ITreeIndexCursor currentCursor;
+
+    public LSMBTreeSearchCursor(ILSMIndexOperationContext opCtx) {
+        pointCursor = new LSMBTreePointSearchCursor(opCtx);
+        rangeCursor = new LSMBTreeRangeSearchCursor(opCtx);
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+
+        LSMBTreeCursorInitialState lsmInitialState = (LSMBTreeCursorInitialState) initialState;
+
+        LSMBTreeSearchType searchType = LSMBTreeSearchType.RANGE;
+        RangePredicate btreePred = (RangePredicate) searchPred;
+        if (btreePred.getLowKey() != null && btreePred.getHighKey() != null) {
+            if (btreePred.isLowKeyInclusive() && btreePred.isHighKeyInclusive()) {
+                if (btreePred.getLowKeyComparator().getKeyFieldCount() == btreePred.getHighKeyComparator()
+                        .getKeyFieldCount()) {
+                    if (btreePred.getLowKeyComparator().getKeyFieldCount() == lsmInitialState
+                            .getOriginalKeyComparator().getKeyFieldCount()) {
+                        if (lsmInitialState.getOriginalKeyComparator().compare(btreePred.getLowKey(),
+                                btreePred.getHighKey()) == 0) {
+                            searchType = LSMBTreeSearchType.POINT;
+                        }
+                    }
+                }
+            }
+        }
+        switch (searchType) {
+            case POINT:
+                currentCursor = pointCursor;
+                break;
+            case RANGE:
+                currentCursor = rangeCursor;
+                break;
+            default:
+                throw new HyracksDataException("Wrong search type");
+        }
+        currentCursor.open(lsmInitialState, searchPred);
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        return currentCursor.hasNext();
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        currentCursor.next();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (currentCursor != null) {
+            currentCursor.close();
+        }
+        currentCursor = null;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        if (currentCursor != null) {
+            currentCursor.reset();
+        }
+        currentCursor = null;
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return currentCursor.getTuple();
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return currentCursor.getPage();
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        currentCursor.setBufferCache(bufferCache);
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        currentCursor.setFileId(fileId);
+
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return currentCursor.exclusiveLatchNodes();
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java
new file mode 100644
index 0000000..2a66644
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java
@@ -0,0 +1,35 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class LSMBTreeCopyTupleWriter extends LSMBTreeTupleWriter {
+	public LSMBTreeCopyTupleWriter(ITypeTraits[] typeTraits, int numKeyFields){
+		// Third parameter is never used locally, just give false.
+	    super(typeTraits, numKeyFields, false);
+	}
+	
+	@Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+		int tupleSize = bytesRequired(tuple);
+		byte[] buf = tuple.getFieldData(0);
+		int tupleStartOff = ((LSMBTreeTupleReference)tuple).getTupleStart();
+		System.arraycopy(buf, tupleStartOff, targetBuf, targetOff, tupleSize);
+        return tupleSize;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java
new file mode 100644
index 0000000..b73e9af
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class LSMBTreeCopyTupleWriterFactory extends TypeAwareTupleWriterFactory {
+	private static final long serialVersionUID = 1L;
+	private final ITypeTraits[] typeTraits;
+	private final int numKeyFields;
+	
+	public LSMBTreeCopyTupleWriterFactory(ITypeTraits[] typeTraits, int numKeyFields) {
+		super(typeTraits);
+		this.typeTraits = typeTraits;
+		this.numKeyFields = numKeyFields;
+	}
+
+	@Override
+	public ITreeIndexTupleWriter createTupleWriter() {
+		return new LSMBTreeCopyTupleWriter(typeTraits, numKeyFields);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java
new file mode 100644
index 0000000..2c55792
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java
@@ -0,0 +1,93 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.tuples;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
+
+public class LSMBTreeTupleReference extends TypeAwareTupleReference implements ILSMTreeTupleReference {
+
+    // Indicates whether the last call to setFieldCount() was initiated by
+    // by the outside or whether it was called internally to set up an
+    // antimatter tuple.
+    private boolean resetFieldCount = false;
+    private final int numKeyFields;
+    
+    public LSMBTreeTupleReference(ITypeTraits[] typeTraits, int numKeyFields) {
+		super(typeTraits);
+		this.numKeyFields = numKeyFields;
+	}
+
+    public void setFieldCount(int fieldCount) {
+        super.setFieldCount(fieldCount);
+        // Don't change the fieldCount in reset calls.
+        resetFieldCount = false;
+    }
+
+    @Override
+    public void setFieldCount(int fieldStartIndex, int fieldCount) {
+        super.setFieldCount(fieldStartIndex, fieldCount);
+        // Don't change the fieldCount in reset calls.
+        resetFieldCount = false;
+    }
+    
+    @Override
+    public void resetByTupleOffset(ByteBuffer buf, int tupleStartOff) {
+        this.buf = buf;
+        this.tupleStartOff = tupleStartOff;
+        if (numKeyFields != typeTraits.length) {
+            if (isAntimatter()) {
+                setFieldCount(numKeyFields);
+                // Reset the original field count for matter tuples.
+                resetFieldCount = true;
+            } else {
+                if (resetFieldCount) {
+                    setFieldCount(typeTraits.length);
+                }
+            }
+        }
+        super.resetByTupleOffset(buf, tupleStartOff);
+    }
+    
+    @Override
+    public void resetByTupleIndex(ITreeIndexFrame frame, int tupleIndex) {
+        resetByTupleOffset(frame.getBuffer(), frame.getTupleOffset(tupleIndex));
+    }
+    
+	@Override
+	protected int getNullFlagsBytes() {
+		// +1.0 is for matter/antimatter bit.
+		return (int) Math.ceil((fieldCount + 1.0) / 8.0);
+    }
+
+	@Override
+	public boolean isAntimatter() {
+	      // Check if the leftmost bit is 0 or 1.
+		final byte mask = (byte) (1 << 7);
+		if ((buf.array()[tupleStartOff] & mask) != 0) {
+		    return true;
+		}
+		return false;
+	}
+	
+    public int getTupleStart() {
+    	return tupleStartOff;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java
new file mode 100644
index 0000000..12aca6f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java
@@ -0,0 +1,81 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+
+public class LSMBTreeTupleWriter extends TypeAwareTupleWriter {
+    private final boolean isAntimatter;
+    private final int numKeyFields;
+
+    public LSMBTreeTupleWriter(ITypeTraits[] typeTraits, int numKeyFields, boolean isAntimatter) {
+        super(typeTraits);
+        this.numKeyFields = numKeyFields;
+        this.isAntimatter = isAntimatter;
+    }
+
+    @Override
+    public int bytesRequired(ITupleReference tuple) {
+        if (isAntimatter) {
+            // Only requires space for the key fields.
+            return super.bytesRequired(tuple, 0, numKeyFields);
+        } else {
+            return super.bytesRequired(tuple);
+        }
+    }
+
+    @Override
+    public int getCopySpaceRequired(ITupleReference tuple) {
+        return super.bytesRequired(tuple);
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return new LSMBTreeTupleReference(typeTraits, numKeyFields);
+    }
+
+    @Override
+    protected int getNullFlagsBytes(int numFields) {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil(((double) numFields + 1.0) / 8.0);
+    }
+
+    @Override
+    protected int getNullFlagsBytes(ITupleReference tuple) {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil(((double) tuple.getFieldCount() + 1.0) / 8.0);
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+        int bytesWritten = -1;
+        if (isAntimatter) {
+            bytesWritten = super.writeTupleFields(tuple, 0, numKeyFields, targetBuf, targetOff);
+            setAntimatterBit(targetBuf, targetOff);
+        } else {
+            bytesWritten = super.writeTuple(tuple, targetBuf, targetOff);
+        }
+        return bytesWritten;
+    }
+
+    private void setAntimatterBit(byte[] targetBuf, int targetOff) {
+        // Set leftmost bit to 1.
+        targetBuf[targetOff] = (byte) (targetBuf[targetOff] | (1 << 7));
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java
new file mode 100644
index 0000000..8eb24a0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java
@@ -0,0 +1,40 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class LSMBTreeTupleWriterFactory extends TypeAwareTupleWriterFactory {
+
+	private static final long serialVersionUID = 1L;
+	private final ITypeTraits[] typeTraits;
+	private final int numKeyFields;
+	private final boolean isDelete;
+	
+	public LSMBTreeTupleWriterFactory(ITypeTraits[] typeTraits, int numKeyFields, boolean isDelete) {
+		super(typeTraits);
+		this.typeTraits = typeTraits;
+		this.numKeyFields = numKeyFields;
+		this.isDelete = isDelete;
+	}
+
+	@Override
+	public ITreeIndexTupleWriter createTupleWriter() {
+		return new LSMBTreeTupleWriter(typeTraits, numKeyFields, isDelete);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java
new file mode 100644
index 0000000..ac20b6d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java
@@ -0,0 +1,98 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.util;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTreeFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.tuples.LSMBTreeCopyTupleWriterFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.tuples.LSMBTreeTupleWriterFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMBTreeUtils {
+
+    public static LSMBTree createLSMTree(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IIOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] cmpFactories, int[] bloomFilterKeyFields, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        return createLSMTree(memBufferCache, memFreePageManager, ioManager, file, diskBufferCache, diskFileMapProvider,
+                typeTraits, cmpFactories, bloomFilterKeyFields, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackProvider, 0);
+    }
+
+    public static LSMBTree createLSMTree(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IIOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] cmpFactories, int[] bloomFilterKeyFields, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider, int startIODeviceIndex) {
+        LSMBTreeTupleWriterFactory insertTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, false);
+        LSMBTreeTupleWriterFactory deleteTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, true);
+        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory = new LSMBTreeCopyTupleWriterFactory(typeTraits,
+                cmpFactories.length);
+        ITreeIndexFrameFactory insertLeafFrameFactory = new BTreeNSMLeafFrameFactory(insertTupleWriterFactory);
+        ITreeIndexFrameFactory copyTupleLeafFrameFactory = new BTreeNSMLeafFrameFactory(copyTupleWriterFactory);
+        ITreeIndexFrameFactory deleteLeafFrameFactory = new BTreeNSMLeafFrameFactory(deleteTupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(insertTupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        IFreePageManagerFactory freePageManagerFactory = new LinkedListFreePageManagerFactory(diskBufferCache,
+                metaFrameFactory);
+
+        TreeIndexFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, copyTupleLeafFrameFactory, cmpFactories,
+                typeTraits.length);
+        TreeIndexFactory<BTree> bulkLoadBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, insertLeafFrameFactory, cmpFactories, typeTraits.length);
+
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        ILSMIndexFileManager fileNameManager = new LSMBTreeFileManager(ioManager, diskFileMapProvider, file,
+                diskBTreeFactory, startIODeviceIndex);
+
+        LSMBTree lsmTree = new LSMBTree(memBufferCache, memFreePageManager, interiorFrameFactory,
+                insertLeafFrameFactory, deleteLeafFrameFactory, fileNameManager, diskBTreeFactory,
+                bulkLoadBTreeFactory, bloomFilterFactory, diskFileMapProvider, typeTraits.length, cmpFactories,
+                mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        return lsmTree;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/pom.xml b/hyracks/hyracks-storage-am-lsm-common/pom.xml
new file mode 100644
index 0000000..aaa1dda
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/pom.xml
@@ -0,0 +1,47 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-common</artifactId>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-common</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-bloomfilter</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-btree</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  	
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/IInMemoryBufferCache.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/IInMemoryBufferCache.java
new file mode 100644
index 0000000..082ad2f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/IInMemoryBufferCache.java
@@ -0,0 +1,7 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCacheInternal;
+
+public interface IInMemoryBufferCache extends IBufferCacheInternal {
+    public void open();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMComponent.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMComponent.java
new file mode 100644
index 0000000..fa00f85
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMComponent.java
@@ -0,0 +1,10 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMOperationType;
+
+public interface ILSMComponent {
+    public boolean threadEnter(LSMOperationType opType) throws InterruptedException;
+
+    public void threadExit(LSMOperationType opType, boolean failedOperation) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMComponentFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMComponentFactory.java
new file mode 100644
index 0000000..1f3a2b7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMComponentFactory.java
@@ -0,0 +1,13 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+public interface ILSMComponentFactory {
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException,
+            HyracksDataException;
+
+    public IBufferCache getBufferCache();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMHarness.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMHarness.java
new file mode 100644
index 0000000..04d7fa3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMHarness.java
@@ -0,0 +1,54 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+
+public interface ILSMHarness {
+
+    public void forceModify(ILSMIndexOperationContext ctx, ITupleReference tuple) throws HyracksDataException,
+            IndexException;
+
+    public boolean modify(ILSMIndexOperationContext ctx, boolean tryOperation, ITupleReference tuple)
+            throws HyracksDataException, IndexException;
+
+    public void noOp(ILSMIndexOperationContext ctx) throws HyracksDataException;
+
+    public void search(ILSMIndexOperationContext ctx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException;
+
+    public void endSearch(ILSMIndexOperationContext ctx) throws HyracksDataException;
+
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException;
+
+    public void merge(ILSMIndexOperationContext ctx, ILSMIOOperation operation) throws HyracksDataException,
+            IndexException;
+
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException;
+
+    public void flush(ILSMIndexOperationContext ctx, ILSMIOOperation operation) throws HyracksDataException,
+            IndexException;
+
+    public void addBulkLoadedComponent(ILSMComponent index) throws HyracksDataException, IndexException;
+
+    public ILSMOperationTracker getOperationTracker();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperation.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperation.java
new file mode 100644
index 0000000..15fdc6e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperation.java
@@ -0,0 +1,17 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.util.Set;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+
+public interface ILSMIOOperation {
+    public Set<IODeviceHandle> getReadDevices();
+
+    public Set<IODeviceHandle> getWriteDevices();
+
+    public void perform() throws HyracksDataException, IndexException;
+
+    public ILSMIOOperationCallback getCallback();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java
new file mode 100644
index 0000000..bf12583
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java
@@ -0,0 +1,14 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface ILSMIOOperationCallback {
+    public void beforeOperation() throws HyracksDataException;
+
+    public void afterOperation(List<ILSMComponent> oldComponents, ILSMComponent newComponent)
+            throws HyracksDataException;
+
+    public void afterFinalize(ILSMComponent newComponent) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackFactory.java
new file mode 100644
index 0000000..52361ee
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackFactory.java
@@ -0,0 +1,7 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.io.Serializable;
+
+public interface ILSMIOOperationCallbackFactory extends Serializable {
+    public ILSMIOOperationCallback createIOOperationCallback(Object syncObj);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackProvider.java
new file mode 100644
index 0000000..b5c9741
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackProvider.java
@@ -0,0 +1,5 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+public interface ILSMIOOperationCallbackProvider {
+    public ILSMIOOperationCallback getIOOperationCallback(ILSMIndex index);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationScheduler.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationScheduler.java
new file mode 100644
index 0000000..6d96562
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationScheduler.java
@@ -0,0 +1,7 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface ILSMIOOperationScheduler {
+    public void scheduleOperation(ILSMIOOperation operation) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationSchedulerProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationSchedulerProvider.java
new file mode 100644
index 0000000..9737728
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIOOperationSchedulerProvider.java
@@ -0,0 +1,9 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+
+public interface ILSMIOOperationSchedulerProvider extends Serializable {
+    public ILSMIOOperationScheduler getIOScheduler(IHyracksTaskContext ctx);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndex.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndex.java
new file mode 100644
index 0000000..cff47bb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndex.java
@@ -0,0 +1,48 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
+
+/**
+ * Methods to be implemented by an LSM index, which are called from {@link LSMHarness}.
+ * The implementations of the methods below should be thread agnostic.
+ * Synchronization of LSM operations like updates/searches/flushes/merges are
+ * done by the {@link LSMHarness}. For example, a flush() implementation should only
+ * create and return the new on-disk component, ignoring the fact that
+ * concurrent searches/updates/merges may be ongoing.
+ */
+public interface ILSMIndex extends IIndex {
+    
+    public void deactivate(boolean flushOnExit) throws HyracksDataException;
+
+    public ILSMIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback);
+
+    public boolean getFlushStatus(ILSMIndex index);
+
+    public ILSMOperationTracker getOperationTracker();
+
+    public ILSMIOOperationScheduler getIOScheduler();
+
+    public List<ILSMComponent> getImmutableComponents();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java
new file mode 100644
index 0000000..a85c24b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java
@@ -0,0 +1,122 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+
+/**
+ * Client handle for performing operations
+ * (insert/delete/update/search/diskorderscan/merge/flush) on an {@link ILSMHarness}.
+ * An {@link ILSMIndexAccessor} is not thread safe, but different {@link ILSMIndexAccessor}s
+ * can concurrently operate on the same {@link ILSMIndex} (i.e., the {@link ILSMIndex} must allow
+ * concurrent operations).
+ */
+public interface ILSMIndexAccessor extends IIndexAccessor {
+    public void scheduleFlush(ILSMIOOperationCallback callback) throws HyracksDataException;
+
+    public void scheduleMerge(ILSMIOOperationCallback callback) throws HyracksDataException, IndexException;
+
+    /**
+     * Deletes the tuple from the memory component only.
+     * 
+     * @throws HyracksDataException
+     * @throws IndexException
+     */
+    public void physicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * Attempts to insert the given tuple.
+     * If the insert would have to wait for a flush to complete, then this method returns false to
+     * allow the caller to avoid potential deadlock situations.
+     * Otherwise, returns true (insert was successful).
+     * 
+     * @param tuple
+     *            Tuple to be inserted.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If an index-specific constraint is violated, e.g., the key
+     *             already exists.
+     */
+    public boolean tryInsert(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * Attempts to delete the given tuple.
+     * If the delete would have to wait for a flush to complete, then this method returns false to
+     * allow the caller to avoid potential deadlock situations.
+     * Otherwise, returns true (delete was successful).
+     * 
+     * @param tuple
+     *            Tuple to be deleted.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If there is no matching tuple in the index.
+     */
+    public boolean tryDelete(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * Attempts to update the given tuple.
+     * If the update would have to wait for a flush to complete, then this method returns false to
+     * allow the caller to avoid potential deadlock situations.
+     * Otherwise, returns true (update was successful).
+     * 
+     * @param tuple
+     *            Tuple whose match in the index is to be update with the given
+     *            tuples contents.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If there is no matching tuple in the index.
+     */
+    public boolean tryUpdate(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * This operation is only supported by indexes with the notion of a unique key.
+     * If tuple's key already exists, then this operation attempts to performs an update.
+     * Otherwise, it attempts to perform an insert.
+     * If the operation would have to wait for a flush to complete, then this method returns false to
+     * allow the caller to avoid potential deadlock situations.
+     * Otherwise, returns true (insert/update was successful).
+     * 
+     * @param tuple
+     *            Tuple to be deleted.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If there is no matching tuple in the index.
+     */
+    public boolean tryUpsert(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    public void forcePhysicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    public void forceInsert(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    public void forceDelete(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * This method can be used to increase the number of 'active' operations of an index artificially,
+     * without actually modifying the index.
+     * This method does not block and is guaranteed to trigger the {@link ILSMOperationTracker}'s beforeOperation
+     * and afterOperation calls.
+     * 
+     * @throws HyracksDataException
+     */
+    public void noOp() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessorInternal.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessorInternal.java
new file mode 100644
index 0000000..8c28d47
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessorInternal.java
@@ -0,0 +1,24 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+
+public interface ILSMIndexAccessorInternal extends ILSMIndexAccessor {
+
+    /**
+     * Force a flush of the in-memory component.
+     * 
+     * @throws HyracksDataException
+     * @throws TreeIndexException
+     */
+    public void flush(ILSMIOOperation operation) throws HyracksDataException, IndexException;
+
+    /**
+     * Merge all on-disk components.
+     * 
+     * @throws HyracksDataException
+     * @throws TreeIndexException
+     */
+    public void merge(ILSMIOOperation operation) throws HyracksDataException, IndexException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
new file mode 100644
index 0000000..bc922fe
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
@@ -0,0 +1,49 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.util.Comparator;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+
+/**
+ * Provides file names for LSM on-disk components. Also cleans up invalid files.
+ * There are separate methods to get file names for merge and flush because we
+ * need to guarantee the correct order of on-disk components (i.e., the
+ * components produced by flush are always newer than those produced by a
+ * merge).
+ */
+public interface ILSMIndexFileManager {
+    public void createDirs();
+
+    public void deleteDirs();
+
+    public LSMComponentFileReferences getRelFlushFileReference();
+
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException;
+
+    public String getBaseDir();
+
+    // Deletes invalid files, and returns list of valid files from baseDir.
+    // The returned valid files are correctly sorted (based on the recency of data). 
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException;
+
+    public Comparator<String> getFileNameComparator();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexInternal.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexInternal.java
new file mode 100644
index 0000000..e98165b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexInternal.java
@@ -0,0 +1,70 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+
+public interface ILSMIndexInternal extends ILSMIndex {
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback);
+
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException;
+
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException;
+
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException;
+
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException;
+
+    public ILSMComponent merge(List<ILSMComponent> mergedComponents, ILSMIOOperation operation)
+            throws HyracksDataException, IndexException;
+
+    public void addComponent(ILSMComponent index);
+
+    public void subsumeMergedComponents(ILSMComponent newComponent, List<ILSMComponent> mergedComponents);
+
+    /**
+     * Populates the context's component holder with a snapshot of the components involved in the operation.
+     * 
+     * @param ctx
+     *            - the operation's context
+     */
+    public void getOperationalComponents(ILSMIndexOperationContext ctx);
+
+    public IInMemoryFreePageManager getInMemoryFreePageManager();
+
+    public List<ILSMComponent> getImmutableComponents();
+
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException;
+
+    public void setFlushStatus(ILSMIndex index, boolean needsFlush);
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexOperationContext.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexOperationContext.java
new file mode 100644
index 0000000..864d0e7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexOperationContext.java
@@ -0,0 +1,15 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+
+public interface ILSMIndexOperationContext extends IIndexOperationContext {
+    public List<ILSMComponent> getComponentHolder();
+
+    public ISearchOperationCallback getSearchOperationCallback();
+
+    public IModificationOperationCallback getModificationCallback();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java
new file mode 100644
index 0000000..877c6ffd
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java
@@ -0,0 +1,23 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+
+public interface ILSMMergePolicy {
+    public void diskComponentAdded(ILSMIndex index, int totalNumDiskComponents) throws HyracksDataException, IndexException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicyProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicyProvider.java
new file mode 100644
index 0000000..57a9609
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicyProvider.java
@@ -0,0 +1,9 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.io.Serializable;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+
+public interface ILSMMergePolicyProvider extends Serializable {
+    public ILSMMergePolicy getMergePolicy(IHyracksTaskContext ctx);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMOperationTracker.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMOperationTracker.java
new file mode 100644
index 0000000..c3f1f3e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMOperationTracker.java
@@ -0,0 +1,44 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMOperationType;
+
+/**
+ * This interface exposes methods for tracking and setting the status of operations for the purpose
+ * of coordinating flushes/merges in {@link ILSMIndex}.
+ * Note that 'operation' below refers to {@link IIndexAccessor} methods.
+ * 
+ * @author zheilbron
+ */
+public interface ILSMOperationTracker {
+
+    /**
+     * An {@link ILSMIndex} will call this method before an operation enters it,
+     * i.e., before any latches are taken.
+     * If tryOperation is true, and the operation would have to wait for a flush,
+     * then this method does not block and returns false.
+     * Otherwise, this method returns true, and the operation is considered 'active' in the index.
+     */
+    public void beforeOperation(LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException;
+
+    /**
+     * An {@link ILSMIndex} will call this method after an operation has left the index,
+     * i.e., after all relevant latches have been released.
+     * After this method has been called, the operation is still considered 'active',
+     * until the issuer of the operation declares it completed by calling completeOperation().
+     */
+    public void afterOperation(LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException;
+
+    /**
+     * This method must be called by whoever is requesting the index operation through an {@link IIndexAccessor}.
+     * The use of this method indicates that the operation is no longer 'active'
+     * for the purpose of coordinating flushes/merges.
+     */
+    public void completeOperation(LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMOperationTrackerFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMOperationTrackerFactory.java
new file mode 100644
index 0000000..db7ff6c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMOperationTrackerFactory.java
@@ -0,0 +1,7 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import java.io.Serializable;
+
+public interface ILSMOperationTrackerFactory extends Serializable {
+    public ILSMOperationTracker createOperationTracker(ILSMIndex index);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMTreeTupleReference.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMTreeTupleReference.java
new file mode 100644
index 0000000..8d82673
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMTreeTupleReference.java
@@ -0,0 +1,22 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.api;
+
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+
+public interface ILSMTreeTupleReference extends ITreeIndexTupleReference {
+    public boolean isAntimatter();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelper.java
new file mode 100644
index 0000000..ea7c3b4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelper.java
@@ -0,0 +1,58 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+
+public abstract class AbstractLSMIndexDataflowHelper extends IndexDataflowHelper {
+
+    protected static int DEFAULT_MEM_PAGE_SIZE = 32768;
+    protected static int DEFAULT_MEM_NUM_PAGES = 1000;
+
+    protected final int memPageSize;
+    protected final int memNumPages;
+
+    protected final ILSMMergePolicy mergePolicy;
+    protected final ILSMIOOperationScheduler ioScheduler;
+    protected final ILSMOperationTrackerFactory opTrackerFactory;
+    protected final ILSMIOOperationCallbackProvider ioOpCallbackProvider;
+
+    public AbstractLSMIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        this(opDesc, ctx, partition, DEFAULT_MEM_PAGE_SIZE, DEFAULT_MEM_NUM_PAGES, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackProvider);
+    }
+
+    public AbstractLSMIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            int memPageSize, int memNumPages, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        super(opDesc, ctx, partition);
+        this.memPageSize = memPageSize;
+        this.memNumPages = memNumPages;
+        this.mergePolicy = mergePolicy;
+        this.opTrackerFactory = opTrackerFactory;
+        this.ioScheduler = ioScheduler;
+        this.ioOpCallbackProvider = ioOpCallbackProvider;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelperFactory.java
new file mode 100644
index 0000000..a2f2a11
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelperFactory.java
@@ -0,0 +1,44 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.dataflow;
+
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+
+public abstract class AbstractLSMIndexDataflowHelperFactory implements IIndexDataflowHelperFactory {
+    protected static final long serialVersionUID = 1L;
+
+    protected final ILSMMergePolicyProvider mergePolicyProvider;
+    protected final ILSMOperationTrackerFactory opTrackerFactory;
+    protected final ILSMIOOperationSchedulerProvider ioSchedulerProvider;
+    protected final ILSMIOOperationCallbackProvider ioOpCallbackProvider;
+    protected final int memPageSize;
+    protected final int memNumPages;
+
+    public AbstractLSMIndexDataflowHelperFactory(ILSMMergePolicyProvider mergePolicyProvider,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationSchedulerProvider ioSchedulerProvider,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider, int memPageSize, int memNumPages) {
+        this.mergePolicyProvider = mergePolicyProvider;
+        this.opTrackerFactory = opTrackerFactory;
+        this.ioSchedulerProvider = ioSchedulerProvider;
+        this.ioOpCallbackProvider = ioOpCallbackProvider;
+        this.memPageSize = memPageSize;
+        this.memNumPages = memNumPages;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/LSMIndexInsertUpdateDeleteOperatorNodePushable.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/LSMIndexInsertUpdateDeleteOperatorNodePushable.java
new file mode 100644
index 0000000..baa9648
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/LSMIndexInsertUpdateDeleteOperatorNodePushable.java
@@ -0,0 +1,121 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.common.dataflow;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexInsertUpdateDeleteOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+
+public class LSMIndexInsertUpdateDeleteOperatorNodePushable extends IndexInsertUpdateDeleteOperatorNodePushable {
+
+    protected FrameTupleAppender appender;
+
+    public LSMIndexInsertUpdateDeleteOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, int[] fieldPermutation, IRecordDescriptorProvider recordDescProvider, IndexOperation op) {
+        super(opDesc, ctx, partition, fieldPermutation, recordDescProvider, op);
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        ILSMIndexAccessor lsmAccessor = (ILSMIndexAccessor) indexAccessor;
+        int lastFlushedTupleIndex = 0;
+        int tupleCount = accessor.getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            try {
+                if (tupleFilter != null) {
+                    frameTuple.reset(accessor, i);
+                    if (!tupleFilter.accept(frameTuple)) {
+                        lsmAccessor.noOp();
+                        continue;
+                    }
+                }
+                tuple.reset(accessor, i);
+
+                switch (op) {
+                    case INSERT: {
+                        if (!lsmAccessor.tryInsert(tuple)) {
+                            flushPartialFrame(lastFlushedTupleIndex, i);
+                            lastFlushedTupleIndex = (i == 0) ? 0 : i - 1;
+                            lsmAccessor.insert(tuple);
+                        }
+                        break;
+                    }
+                    case DELETE: {
+                        if (!lsmAccessor.tryDelete(tuple)) {
+                            flushPartialFrame(lastFlushedTupleIndex, i);
+                            lastFlushedTupleIndex = (i == 0) ? 0 : i - 1;
+                            lsmAccessor.delete(tuple);
+                        }
+                        break;
+                    }
+                    case UPSERT: {
+                        if (!lsmAccessor.tryUpsert(tuple)) {
+                            flushPartialFrame(lastFlushedTupleIndex, i);
+                            lastFlushedTupleIndex = (i == 0) ? 0 : i - 1;
+                            lsmAccessor.upsert(tuple);
+                        }
+                        break;
+                    }
+                    case UPDATE: {
+                        if (!lsmAccessor.tryUpdate(tuple)) {
+                            flushPartialFrame(lastFlushedTupleIndex, i);
+                            lastFlushedTupleIndex = (i == 0) ? 0 : i - 1;
+                            lsmAccessor.update(tuple);
+                        }
+                        break;
+                    }
+                    default: {
+                        throw new HyracksDataException("Unsupported operation " + op
+                                + " in tree index InsertUpdateDelete operator");
+                    }
+                }
+            } catch (HyracksDataException e) {
+                throw e;
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        if (lastFlushedTupleIndex == 0) {
+            // No partial flushing was necessary. Forward entire frame.
+            System.arraycopy(buffer.array(), 0, writeBuffer.array(), 0, buffer.capacity());
+            FrameUtils.flushFrame(writeBuffer, writer);
+        } else {
+            // Flush remaining partial frame.
+            flushPartialFrame(lastFlushedTupleIndex, tupleCount);
+        }
+    }
+
+    private void flushPartialFrame(int startTupleIndex, int endTupleIndex) throws HyracksDataException {
+        if (appender == null) {
+            appender = new FrameTupleAppender(ctx.getFrameSize());
+        }
+        appender.reset(writeBuffer, true);
+        for (int i = startTupleIndex; i < endTupleIndex; i++) {
+            if (!appender.append(accessor, i)) {
+                throw new IllegalStateException("Failed to append tuple into frame.");
+            }
+        }
+        FrameUtils.flushFrame(writeBuffer, writer);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/LSMTreeIndexInsertUpdateDeleteOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/LSMTreeIndexInsertUpdateDeleteOperatorDescriptor.java
new file mode 100644
index 0000000..6297576
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/dataflow/LSMTreeIndexInsertUpdateDeleteOperatorDescriptor.java
@@ -0,0 +1,63 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMTreeIndexInsertUpdateDeleteOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] fieldPermutation;
+    private final IndexOperation op;
+
+    public LSMTreeIndexInsertUpdateDeleteOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] fieldPermutation,
+            IndexOperation op, IIndexDataflowHelperFactory dataflowHelperFactory,
+            ITupleFilterFactory tupleFilterFactory, IModificationOperationCallbackFactory modificationOpCallbackProvider) {
+        super(spec, 1, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, tupleFilterFactory, false,
+                NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE,
+                modificationOpCallbackProvider);
+        this.fieldPermutation = fieldPermutation;
+        this.op = op;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new LSMIndexInsertUpdateDeleteOperatorNodePushable(this, ctx, partition, fieldPermutation,
+                recordDescProvider, op);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryBufferCache.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryBufferCache.java
new file mode 100644
index 0000000..c24c473
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryBufferCache.java
@@ -0,0 +1,63 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.freepage;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.storage.common.buffercache.ICacheMemoryAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
+
+/**
+ * In-memory buffer cache that supports two tree indexes.
+ * We assume that the tree indexes have 2 fixed pages, one at index 0 (metadata page), and one at index 1 (root page).
+ */
+public class DualIndexInMemoryBufferCache extends InMemoryBufferCache {
+
+    public DualIndexInMemoryBufferCache(ICacheMemoryAllocator allocator, int pageSize, int numPages) {
+        super(allocator, pageSize, numPages, new TransientFileMapManager());
+    }
+
+    @Override
+    public ICachedPage pin(long dpid, boolean newPage) {
+        int pageId = BufferedFileHandle.getPageId(dpid);
+        int fileId = BufferedFileHandle.getFileId(dpid);
+        if (pageId < pages.length) {
+            // Common case: Return regular page.
+            if (pageId == 0 || pageId == 1) {
+                return pages[pageId + 2 * fileId];
+            } else {
+                return pages[pageId];
+            }
+        } else {
+            // Rare case: Return overflow page, possibly expanding overflow
+            // array.
+            synchronized (overflowPages) {
+                int numNewPages = pageId - pages.length - overflowPages.size() + 1;
+                if (numNewPages > 0) {
+                    ByteBuffer[] buffers = allocator.allocate(pageSize, numNewPages);
+                    for (int i = 0; i < numNewPages; i++) {
+                        CachedPage overflowPage = new CachedPage(pages.length + overflowPages.size(), buffers[i]);
+                        overflowPages.add(overflowPage);
+                    }
+                }
+                return overflowPages.get(pageId - pages.length);
+            }
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryFreePageManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryFreePageManager.java
new file mode 100644
index 0000000..7a2be7f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryFreePageManager.java
@@ -0,0 +1,49 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.freepage;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+
+/**
+ * In-memory free page manager that supports two tree indexes.
+ * We assume that the tree indexes have 2 fixed pages, one at index 0 (metadata page), and one at index 1 (root page).
+ */
+public class DualIndexInMemoryFreePageManager extends InMemoryFreePageManager {
+
+    public DualIndexInMemoryFreePageManager(int capacity, ITreeIndexMetaDataFrameFactory metaDataFrameFactory) {
+        super(capacity, metaDataFrameFactory);
+        // We start the currentPageId from 3, because the RTree uses
+        // the first page as metadata page, and the second page as root page.
+        // And the BTree uses the third page as metadata, and the third page as root page 
+        // (when returning free pages we first increment, then get)
+        currentPageId.set(3);
+    }
+
+    @Override
+    public void init(ITreeIndexMetaDataFrame metaFrame, int currentMaxPage) throws HyracksDataException {
+        currentPageId.set(3);
+    }
+
+    public int getCapacity() {
+        return capacity - 4;
+    }
+
+    public void reset() {
+        currentPageId.set(3);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/InMemoryBufferCache.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/InMemoryBufferCache.java
new file mode 100644
index 0000000..66d8ec2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/InMemoryBufferCache.java
@@ -0,0 +1,206 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.freepage;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.locks.ReadWriteLock;
+import java.util.concurrent.locks.ReentrantReadWriteLock;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICacheMemoryAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPageInternal;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapManager;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class InMemoryBufferCache implements IInMemoryBufferCache {
+    protected final ICacheMemoryAllocator allocator;
+    protected final IFileMapManager fileMapManager;
+    protected final int pageSize;
+    protected final int numPages;
+    protected final List<CachedPage> overflowPages = new ArrayList<CachedPage>();
+    protected CachedPage[] pages;
+
+    public InMemoryBufferCache(ICacheMemoryAllocator allocator, int pageSize, int numPages,
+            IFileMapManager fileMapManager) {
+        this.allocator = allocator;
+        this.fileMapManager = fileMapManager;
+        this.pageSize = pageSize;
+        this.numPages = numPages;
+    }
+
+    public void open() {
+        pages = new CachedPage[numPages];
+        ByteBuffer[] buffers = allocator.allocate(pageSize, numPages);
+        for (int i = 0; i < buffers.length; ++i) {
+            pages[i] = new CachedPage(i, buffers[i]);
+        }
+    }
+
+    @Override
+    public ICachedPage pin(long dpid, boolean newPage) {
+        int pageId = BufferedFileHandle.getPageId(dpid);
+        if (pageId < pages.length) {
+            // Common case: Return regular page.
+            return pages[pageId];
+        } else {
+            // Rare case: Return overflow page, possibly expanding overflow array.
+            synchronized (overflowPages) {
+                int numNewPages = pageId - pages.length - overflowPages.size() + 1;
+                if (numNewPages > 0) {
+                    ByteBuffer[] buffers = allocator.allocate(pageSize, numNewPages);
+                    for (int i = 0; i < numNewPages; i++) {
+                        CachedPage overflowPage = new CachedPage(pages.length + overflowPages.size(), buffers[i]);
+                        overflowPages.add(overflowPage);
+                    }
+                }
+                return overflowPages.get(pageId - pages.length);
+            }
+        }
+    }
+
+    @Override
+    public ICachedPage tryPin(long dpid) throws HyracksDataException {
+        return pin(dpid, false);
+    }
+
+    @Override
+    public int getPageSize() {
+        return pageSize;
+    }
+
+    @Override
+    public int getNumPages() {
+        return numPages;
+    }
+
+    @Override
+    public ICachedPageInternal getPage(int cpid) {
+        return pages[cpid];
+    }
+
+    public int getNumOverflowPages() {
+        return overflowPages.size();
+    }
+
+    @Override
+    public void createFile(FileReference fileRef) throws HyracksDataException {
+        synchronized (fileMapManager) {
+            fileMapManager.registerFile(fileRef);
+        }
+    }
+
+    @Override
+    public void openFile(int fileId) throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public void closeFile(int fileId) throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public void deleteFile(int fileId, boolean flushDirtyPages) throws HyracksDataException {
+        synchronized (fileMapManager) {
+            fileMapManager.unregisterFile(fileId);
+        }
+    }
+
+    @Override
+    public void unpin(ICachedPage page) throws HyracksDataException {
+        // Do Nothing.
+    }
+
+    @Override
+    public void close() {
+        for (int i = 0; i < numPages; ++i) {
+            pages[i] = null;
+        }
+        overflowPages.clear();
+    }
+
+    public class CachedPage implements ICachedPageInternal {
+        private final int cpid;
+        private final ByteBuffer buffer;
+        private final ReadWriteLock latch;
+
+        public CachedPage(int cpid, ByteBuffer buffer) {
+            this.cpid = cpid;
+            this.buffer = buffer;
+            latch = new ReentrantReadWriteLock(true);
+        }
+
+        @Override
+        public ByteBuffer getBuffer() {
+            return buffer;
+        }
+
+        @Override
+        public Object getReplacementStrategyObject() {
+            // Do nothing.
+            return null;
+        }
+
+        @Override
+        public boolean pinIfGoodVictim() {
+            // Do nothing.
+            return false;
+        }
+
+        @Override
+        public int getCachedPageId() {
+            return cpid;
+        }
+
+        @Override
+        public void acquireReadLatch() {
+            latch.readLock().lock();
+        }
+
+        @Override
+        public void acquireWriteLatch() {
+            latch.writeLock().lock();
+        }
+
+        @Override
+        public void releaseReadLatch() {
+            latch.readLock().unlock();
+        }
+
+        @Override
+        public void releaseWriteLatch() {
+            latch.writeLock().unlock();
+        }
+    }
+
+    @Override
+    public void force(int fileId, boolean metadata) throws HyracksDataException {
+    }
+
+    @Override
+    public void flushDirtyPage(ICachedPage page) throws HyracksDataException {
+    }
+
+    public IFileMapProvider getFileMapProvider() {
+        return fileMapManager;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/InMemoryFreePageManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/InMemoryFreePageManager.java
new file mode 100644
index 0000000..c601a9b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/InMemoryFreePageManager.java
@@ -0,0 +1,112 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.freepage;
+
+import java.util.concurrent.atomic.AtomicInteger;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+
+public class InMemoryFreePageManager implements IInMemoryFreePageManager {
+    protected final int capacity;
+    protected final AtomicInteger currentPageId = new AtomicInteger();
+    protected final ITreeIndexMetaDataFrameFactory metaDataFrameFactory;
+
+    public InMemoryFreePageManager(int capacity, ITreeIndexMetaDataFrameFactory metaDataFrameFactory) {
+        // We start the currentPageId from 1, because the BTree uses
+        // the first page as metadata page, and the second page as root page.
+        // (when returning free pages we first increment, then get)
+        currentPageId.set(1);
+        this.capacity = capacity;
+        this.metaDataFrameFactory = metaDataFrameFactory;
+    }
+
+    @Override
+    public int getFreePage(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException {
+        // The very first call returns page id 2 because the BTree uses
+        // the first page as metadata page, and the second page as root page.
+        return currentPageId.incrementAndGet();
+    }
+
+    @Override
+    public int getMaxPage(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException {
+        return currentPageId.get();
+    }
+
+    @Override
+    public void init(ITreeIndexMetaDataFrame metaFrame, int currentMaxPage) throws HyracksDataException {
+        currentPageId.set(1);
+    }
+
+    @Override
+    public ITreeIndexMetaDataFrameFactory getMetaDataFrameFactory() {
+        return metaDataFrameFactory;
+    }
+
+    public int getCapacity() {
+        return capacity - 2;
+    }
+
+    public void reset() {
+        currentPageId.set(1);
+    }
+
+    public boolean isFull() {
+        return currentPageId.get() >= capacity;
+    }
+
+    @Override
+    public void addFreePage(ITreeIndexMetaDataFrame metaFrame, int freePage) throws HyracksDataException {
+    }
+
+    @Override
+    public byte getMetaPageLevelIndicator() {
+        return 0;
+    }
+
+    @Override
+    public byte getFreePageLevelIndicator() {
+        return 0;
+    }
+
+    @Override
+    public boolean isMetaPage(ITreeIndexMetaDataFrame metaFrame) {
+        return false;
+    }
+
+    @Override
+    public boolean isFreePage(ITreeIndexMetaDataFrame metaFrame) {
+        return false;
+    }
+
+    @Override
+    public int getFirstMetadataPage() {
+        // Method doesn't make sense for this free page manager.
+        return -1;
+    }
+
+    @Override
+    public void open(int fileId) {
+        // Method doesn't make sense for this free page manager.
+    }
+
+    @Override
+    public void close() {
+        // Method doesn't make sense for this free page manager.
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractImmutableLSMComponent.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractImmutableLSMComponent.java
new file mode 100644
index 0000000..b6fc2f7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractImmutableLSMComponent.java
@@ -0,0 +1,69 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+
+public abstract class AbstractImmutableLSMComponent implements ILSMComponent {
+
+    private ComponentState state;
+    private int readerCount;
+
+    private enum ComponentState {
+        READABLE,
+        READABLE_MERGING,
+        KILLED
+    }
+
+    public AbstractImmutableLSMComponent() {
+        state = ComponentState.READABLE;
+        readerCount = 0;
+    }
+
+    @Override
+    public synchronized boolean threadEnter(LSMOperationType opType) {
+        if (state == ComponentState.KILLED) {
+            return false;
+        }
+
+        switch (opType) {
+            case MODIFICATION:
+            case SEARCH:
+                readerCount++;
+                break;
+            case MERGE:
+                if (state == ComponentState.READABLE_MERGING) {
+                    return false;
+                }
+                state = ComponentState.READABLE_MERGING;
+                readerCount++;
+                break;
+            default:
+                throw new UnsupportedOperationException("Unsupported operation " + opType);
+        }
+        return true;
+    }
+
+    @Override
+    public synchronized void threadExit(LSMOperationType opType, boolean failedOperation) throws HyracksDataException {
+        switch (opType) {
+            case MERGE:
+                if (failedOperation) {
+                    state = ComponentState.READABLE;
+                }
+            case MODIFICATION:
+            case SEARCH:
+                readerCount--;
+
+                if (readerCount == 0 && state == ComponentState.READABLE_MERGING) {
+                    destroy();
+                    state = ComponentState.KILLED;
+                }
+                break;
+            default:
+                throw new UnsupportedOperationException("Unsupported operation " + opType);
+        }
+    }
+
+    protected abstract void destroy() throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java
new file mode 100644
index 0000000..0c6b9ab
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java
@@ -0,0 +1,194 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicReference;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexInternal;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractLSMIndex implements ILSMIndexInternal {
+    protected final static double MAX_BLOOM_FILTER_ACCEPTABLE_FALSE_POSITIVE_RATE = 0.1;
+
+    protected final ILSMHarness lsmHarness;
+
+    protected final ILSMIOOperationScheduler ioScheduler;
+    protected final ILSMIOOperationCallbackProvider ioOpCallbackProvider;
+
+    // In-memory components.   
+    protected final IInMemoryFreePageManager memFreePageManager;
+
+    // On-disk components.    
+    protected final IBufferCache diskBufferCache;
+    protected final ILSMIndexFileManager fileManager;
+    protected final IFileMapProvider diskFileMapProvider;
+    protected final AtomicReference<List<ILSMComponent>> componentsRef;
+
+    protected boolean isActivated;
+
+    private boolean needsFlush = false;
+
+    public AbstractLSMIndex(IInMemoryFreePageManager memFreePageManager, IBufferCache diskBufferCache,
+            ILSMIndexFileManager fileManager, IFileMapProvider diskFileMapProvider, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        this.memFreePageManager = memFreePageManager;
+        this.diskBufferCache = diskBufferCache;
+        this.diskFileMapProvider = diskFileMapProvider;
+        this.fileManager = fileManager;
+        this.ioScheduler = ioScheduler;
+        this.ioOpCallbackProvider = ioOpCallbackProvider;
+        ILSMOperationTracker opTracker = opTrackerFactory.createOperationTracker(this);
+        lsmHarness = new LSMHarness(this, mergePolicy, opTracker);
+        isActivated = false;
+        componentsRef = new AtomicReference<List<ILSMComponent>>();
+        componentsRef.set(new LinkedList<ILSMComponent>());
+    }
+
+    protected void forceFlushDirtyPages(ITreeIndex treeIndex) throws HyracksDataException {
+        int fileId = treeIndex.getFileId();
+        IBufferCache bufferCache = treeIndex.getBufferCache();
+        // Flush all dirty pages of the tree. 
+        // By default, metadata and data are flushed asynchronously in the buffercache.
+        // This means that the flush issues writes to the OS, but the data may still lie in filesystem buffers.
+        ITreeIndexMetaDataFrame metadataFrame = treeIndex.getFreePageManager().getMetaDataFrameFactory().createFrame();
+        int startPage = 0;
+        int maxPage = treeIndex.getFreePageManager().getMaxPage(metadataFrame);
+        forceFlushDirtyPages(bufferCache, fileId, startPage, maxPage);
+    }
+
+    protected void forceFlushDirtyPages(IBufferCache bufferCache, int fileId, int startPageId, int endPageId)
+            throws HyracksDataException {
+        for (int i = startPageId; i <= endPageId; i++) {
+            ICachedPage page = bufferCache.tryPin(BufferedFileHandle.getDiskPageId(fileId, i));
+            // If tryPin returns null, it means the page is not cached, and therefore cannot be dirty.
+            if (page == null) {
+                continue;
+            }
+            try {
+                bufferCache.flushDirtyPage(page);
+            } finally {
+                bufferCache.unpin(page);
+            }
+        }
+        // Forces all pages of given file to disk. This guarantees the data makes it to disk.
+        bufferCache.force(fileId, true);
+    }
+
+    protected void markAsValidInternal(ITreeIndex treeIndex) throws HyracksDataException {
+        int fileId = treeIndex.getFileId();
+        IBufferCache bufferCache = treeIndex.getBufferCache();
+        ITreeIndexMetaDataFrame metadataFrame = treeIndex.getFreePageManager().getMetaDataFrameFactory().createFrame();
+        // Mark the component as a valid component by flushing the metadata page to disk
+        int metadataPageId = treeIndex.getFreePageManager().getFirstMetadataPage();
+        ICachedPage metadataPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, metadataPageId), false);
+        metadataPage.acquireWriteLatch();
+        try {
+            metadataFrame.setPage(metadataPage);
+            metadataFrame.setValid(true);
+
+            // Flush the single modified page to disk.
+            bufferCache.flushDirtyPage(metadataPage);
+
+            // Force modified metadata page to disk.
+            bufferCache.force(fileId, true);
+        } finally {
+            metadataPage.releaseWriteLatch();
+            bufferCache.unpin(metadataPage);
+        }
+    }
+
+    @Override
+    public void addComponent(ILSMComponent c) {
+        List<ILSMComponent> oldList = componentsRef.get();
+        List<ILSMComponent> newList = new ArrayList<ILSMComponent>();
+        newList.add(c);
+        for (ILSMComponent oc : oldList) {
+            newList.add(oc);
+        }
+        componentsRef.set(newList);
+    }
+
+    @Override
+    public void subsumeMergedComponents(ILSMComponent newComponent, List<ILSMComponent> mergedComponents) {
+        List<ILSMComponent> oldList = componentsRef.get();
+        List<ILSMComponent> newList = new ArrayList<ILSMComponent>();
+        int swapIndex = oldList.indexOf(mergedComponents.get(0));
+        int swapSize = mergedComponents.size();
+        for (int i = 0; i < oldList.size(); i++) {
+            if (i < swapIndex || i >= swapIndex + swapSize) {
+                newList.add(oldList.get(i));
+            } else if (i == swapIndex) {
+                newList.add(newComponent);
+            }
+        }
+        componentsRef.set(newList);
+    }
+
+    @Override
+    public IInMemoryFreePageManager getInMemoryFreePageManager() {
+        return memFreePageManager;
+    }
+
+    @Override
+    public List<ILSMComponent> getImmutableComponents() {
+        return componentsRef.get();
+    }
+
+    @Override
+    public void setFlushStatus(ILSMIndex index, boolean needsFlush) {
+        this.needsFlush = needsFlush;
+    }
+
+    @Override
+    public boolean getFlushStatus(ILSMIndex index) {
+        return needsFlush;
+    }
+
+    @Override
+    public ILSMOperationTracker getOperationTracker() {
+        return lsmHarness.getOperationTracker();
+    }
+
+    @Override
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return ioScheduler;
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return diskBufferCache;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java
new file mode 100644
index 0000000..a808143
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java
@@ -0,0 +1,313 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.text.Format;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Date;
+import java.util.HashSet;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractLSMIndexFileManager implements ILSMIndexFileManager {
+
+    protected static final String SPLIT_STRING = "_";
+    protected static final String BLOOM_FILTER_STRING = "f";
+
+    // Use all IODevices registered in ioManager in a round-robin fashion to choose
+    // where to flush and merge
+    protected final IIOManager ioManager;
+    protected final IFileMapProvider fileMapProvider;
+
+    // baseDir should reflect dataset name and partition name.
+    protected String baseDir;
+    protected final Format formatter = new SimpleDateFormat("yyyy-MM-dd-HH-mm-ss-SSS");
+    protected final Comparator<String> cmp = new FileNameComparator();
+    protected final Comparator<ComparableFileName> recencyCmp = new RecencyComparator();
+
+    protected final TreeIndexFactory<? extends ITreeIndex> treeFactory;
+
+    // The current index for the round-robin file assignment
+    private int ioDeviceIndex = 0;
+
+    public AbstractLSMIndexFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory, int startIODeviceIndex) {
+        this.baseDir = file.getFile().getPath();
+        if (!baseDir.endsWith(System.getProperty("file.separator"))) {
+            baseDir += System.getProperty("file.separator");
+        }
+        this.fileMapProvider = fileMapProvider;
+        this.ioManager = ioManager;
+        this.treeFactory = treeFactory;
+        ioDeviceIndex = startIODeviceIndex % ioManager.getIODevices().size();
+    }
+
+    private static FilenameFilter fileNameFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".");
+        }
+    };
+
+    protected boolean isValidTreeIndex(ITreeIndex treeIndex) throws HyracksDataException {
+        IBufferCache bufferCache = treeIndex.getBufferCache();
+        treeIndex.activate();
+        try {
+            int metadataPage = treeIndex.getFreePageManager().getFirstMetadataPage();
+            ITreeIndexMetaDataFrame metadataFrame = treeIndex.getFreePageManager().getMetaDataFrameFactory()
+                    .createFrame();
+            ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(treeIndex.getFileId(), metadataPage),
+                    false);
+            page.acquireReadLatch();
+            try {
+                metadataFrame.setPage(page);
+                return metadataFrame.isValid();
+            } finally {
+                page.releaseReadLatch();
+                bufferCache.unpin(page);
+            }
+        } finally {
+            treeIndex.deactivate();
+        }
+    }
+
+    protected void cleanupAndGetValidFilesInternal(IODeviceHandle dev, FilenameFilter filter,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory, ArrayList<ComparableFileName> allFiles)
+            throws HyracksDataException, IndexException {
+        File dir = new File(dev.getPath(), baseDir);
+        String[] files = dir.list(filter);
+        for (String fileName : files) {
+            File file = new File(dir.getPath() + File.separator + fileName);
+            FileReference fileRef = new FileReference(file);
+            if (treeFactory == null || isValidTreeIndex(treeFactory.createIndexInstance(fileRef))) {
+                allFiles.add(new ComparableFileName(fileRef));
+            } else {
+                file.delete();
+            }
+        }
+    }
+
+    protected void validateFiles(IODeviceHandle dev, HashSet<String> groundTruth,
+            ArrayList<ComparableFileName> validFiles, FilenameFilter filter,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory) throws HyracksDataException, IndexException {
+        ArrayList<ComparableFileName> tmpAllInvListsFiles = new ArrayList<ComparableFileName>();
+        cleanupAndGetValidFilesInternal(dev, filter, treeFactory, tmpAllInvListsFiles);
+        for (ComparableFileName cmpFileName : tmpAllInvListsFiles) {
+            int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+            String file = cmpFileName.fileName.substring(0, index);
+            if (groundTruth.contains(file)) {
+                validFiles.add(cmpFileName);
+            } else {
+                File invalidFile = new File(cmpFileName.fullPath);
+                invalidFile.delete();
+            }
+        }
+    }
+
+    @Override
+    public void createDirs() {
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File f = new File(dev.getPath(), baseDir);
+            f.mkdirs();
+        }
+    }
+
+    @Override
+    public void deleteDirs() {
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File f = new File(dev.getPath(), baseDir);
+            delete(f);
+        }
+    }
+
+    private void delete(File f) {
+        if (f.isDirectory()) {
+            for (File c : f.listFiles()) {
+                delete(c);
+            }
+        }
+        f.delete();
+    }
+
+    protected static FilenameFilter bloomFilterFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(BLOOM_FILTER_STRING);
+        }
+    };
+
+    protected FileReference createFlushFile(String relFlushFileName) {
+        // Assigns new files to I/O devices in round-robin fashion.
+        IODeviceHandle dev = ioManager.getIODevices().get(ioDeviceIndex);
+        ioDeviceIndex = (ioDeviceIndex + 1) % ioManager.getIODevices().size();
+        return dev.createFileReference(relFlushFileName);
+    }
+
+    protected FileReference createMergeFile(String relMergeFileName) {
+        return createFlushFile(relMergeFileName);
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelFlushFileReference() {
+        Date date = new Date();
+        String ts = formatter.format(date);
+        // Begin timestamp and end timestamp are identical since it is a flush
+        return new LSMComponentFileReferences(createFlushFile(baseDir + ts + SPLIT_STRING + ts), null, null);
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException {
+        String[] firstTimestampRange = firstFileName.split(SPLIT_STRING);
+        String[] lastTimestampRange = lastFileName.split(SPLIT_STRING);
+        // Get the range of timestamps by taking the earliest and the latest timestamps
+        return new LSMComponentFileReferences(createMergeFile(baseDir + firstTimestampRange[0] + SPLIT_STRING
+                + lastTimestampRange[1]), null, null);
+    }
+
+    @Override
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException {
+        List<LSMComponentFileReferences> validFiles = new ArrayList<LSMComponentFileReferences>();
+        ArrayList<ComparableFileName> allFiles = new ArrayList<ComparableFileName>();
+
+        // Gather files from all IODeviceHandles and delete invalid files
+        // There are two types of invalid files:
+        // (1) The isValid flag is not set
+        // (2) The file's interval is contained by some other file
+        // Here, we only filter out (1).
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            cleanupAndGetValidFilesInternal(dev, fileNameFilter, treeFactory, allFiles);
+        }
+
+        if (allFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allFiles.size() == 1) {
+            validFiles.add(new LSMComponentFileReferences(allFiles.get(0).fileRef, null, null));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allFiles);
+
+        List<ComparableFileName> validComparableFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName last = allFiles.get(0);
+        validComparableFiles.add(last);
+        for (int i = 1; i < allFiles.size(); i++) {
+            ComparableFileName current = allFiles.get(i);
+            // The current start timestamp is greater than last stop timestamp so current is valid.
+            if (current.interval[0].compareTo(last.interval[1]) > 0) {
+                validComparableFiles.add(current);
+                last = current;
+            } else if (current.interval[0].compareTo(last.interval[0]) >= 0
+                    && current.interval[1].compareTo(last.interval[1]) <= 0) {
+                // The current file is completely contained in the interval of the 
+                // last file. Thus the last file must contain at least as much information 
+                // as the current file, so delete the current file.
+                current.fileRef.delete();
+            } else {
+                // This scenario should not be possible since timestamps are monotonically increasing.
+                throw new HyracksDataException("Found LSM files with overlapping timestamp intervals, "
+                        + "but the intervals were not contained by another file.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer files come first.
+        Collections.sort(validComparableFiles, recencyCmp);
+        for (ComparableFileName cmpFileName : validComparableFiles) {
+            validFiles.add(new LSMComponentFileReferences(cmpFileName.fileRef, null, null));
+        }
+
+        return validFiles;
+    }
+
+    @Override
+    public Comparator<String> getFileNameComparator() {
+        return cmp;
+    }
+
+    /**
+     * Sorts strings in reverse lexicographical order. The way we construct the
+     * file names above guarantees that:
+     * 1. Flushed files sort lower than merged files
+     * 2. Flushed files are sorted from newest to oldest (based on the timestamp
+     * string)
+     */
+    private class FileNameComparator implements Comparator<String> {
+        @Override
+        public int compare(String a, String b) {
+            // Consciously ignoring locale.
+            return -a.compareTo(b);
+        }
+    }
+
+    @Override
+    public String getBaseDir() {
+        return baseDir;
+    }
+
+    protected class ComparableFileName implements Comparable<ComparableFileName> {
+        public final FileReference fileRef;
+        public final String fullPath;
+        public final String fileName;
+
+        // Timestamp interval.
+        public final String[] interval;
+
+        public ComparableFileName(FileReference fileRef) {
+            this.fileRef = fileRef;
+            this.fullPath = fileRef.getFile().getAbsolutePath();
+            this.fileName = fileRef.getFile().getName();
+            interval = fileName.split(SPLIT_STRING);
+        }
+
+        @Override
+        public int compareTo(ComparableFileName b) {
+            int startCmp = interval[0].compareTo(b.interval[0]);
+            if (startCmp != 0) {
+                return startCmp;
+            }
+            return b.interval[1].compareTo(interval[1]);
+        }
+    }
+
+    private class RecencyComparator implements Comparator<ComparableFileName> {
+        @Override
+        public int compare(ComparableFileName a, ComparableFileName b) {
+            int cmp = -a.interval[0].compareTo(b.interval[0]);
+            if (cmp != 0) {
+                return cmp;
+            }
+            return -a.interval[1].compareTo(b.interval[1]);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractMutableLSMComponent.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractMutableLSMComponent.java
new file mode 100644
index 0000000..1a6636a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/AbstractMutableLSMComponent.java
@@ -0,0 +1,104 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+
+public abstract class AbstractMutableLSMComponent implements ILSMComponent {
+
+    private int readerCount;
+    private int writerCount;
+    private ComponentState state;
+
+    private enum ComponentState {
+        READABLE_WRITABLE,
+        READABLE_UNWRITABLE,
+        READABLE_UNWRITABLE_FLUSHING,
+        UNREADABLE_UNWRITABLE
+    }
+
+    public AbstractMutableLSMComponent() {
+        readerCount = 0;
+        writerCount = 0;
+        state = ComponentState.READABLE_WRITABLE;
+    }
+
+    @Override
+    public synchronized boolean threadEnter(LSMOperationType opType) throws InterruptedException {
+        switch (opType) {
+            case FORCE_MODIFICATION:
+                if (state != ComponentState.READABLE_WRITABLE && state != ComponentState.READABLE_UNWRITABLE) {
+                    return false;
+                }
+                writerCount++;
+                break;
+            case MODIFICATION:
+                if (state != ComponentState.READABLE_WRITABLE) {
+                    return false;
+                }
+                writerCount++;
+                break;
+            case SEARCH:
+                if (state == ComponentState.UNREADABLE_UNWRITABLE) {
+                    return false;
+                }
+                readerCount++;
+                break;
+            case FLUSH:
+                if (state == ComponentState.READABLE_UNWRITABLE_FLUSHING
+                        || state == ComponentState.UNREADABLE_UNWRITABLE) {
+                    return false;
+                }
+
+                state = ComponentState.READABLE_UNWRITABLE_FLUSHING;
+                while (writerCount > 0) {
+                    wait();
+                }
+                readerCount++;
+                break;
+            default:
+                throw new UnsupportedOperationException("Unsupported operation " + opType);
+        }
+        return true;
+    }
+
+    @Override
+    public synchronized void threadExit(LSMOperationType opType, boolean failedOperation) throws HyracksDataException {
+        switch (opType) {
+            case FORCE_MODIFICATION:
+            case MODIFICATION:
+                writerCount--;
+                if (state == ComponentState.READABLE_WRITABLE && isFull()) {
+                    state = ComponentState.READABLE_UNWRITABLE;
+                }
+                break;
+            case SEARCH:
+                readerCount--;
+                if (state == ComponentState.UNREADABLE_UNWRITABLE && readerCount == 0) {
+                    reset();
+                    state = ComponentState.READABLE_WRITABLE;
+                } else if (state == ComponentState.READABLE_WRITABLE && isFull()) {
+                    state = ComponentState.READABLE_UNWRITABLE;
+                }
+                break;
+            case FLUSH:
+                if (failedOperation) {
+                    state = isFull() ? ComponentState.READABLE_UNWRITABLE : ComponentState.READABLE_WRITABLE;
+                }
+                readerCount--;
+                if (readerCount == 0) {
+                    reset();
+                    state = ComponentState.READABLE_WRITABLE;
+                } else if (state == ComponentState.READABLE_UNWRITABLE_FLUSHING) {
+                    state = ComponentState.UNREADABLE_UNWRITABLE;
+                }
+                break;
+            default:
+                throw new UnsupportedOperationException("Unsupported operation " + opType);
+        }
+        notifyAll();
+    }
+
+    protected abstract boolean isFull();
+
+    protected abstract void reset() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BTreeFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BTreeFactory.java
new file mode 100644
index 0000000..008c418
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BTreeFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class BTreeFactory extends TreeIndexFactory<BTree> {
+
+    public BTreeFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IFreePageManagerFactory freePageManagerFactory, ITreeIndexFrameFactory interiorFrameFactory,
+            ITreeIndexFrameFactory leafFrameFactory, IBinaryComparatorFactory[] cmpFactories, int fieldCount) {
+        super(bufferCache, fileMapProvider, freePageManagerFactory, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, fieldCount);
+    }
+
+    @Override
+    public BTree createIndexInstance(FileReference file) throws IndexException {
+        return new BTree(bufferCache, fileMapProvider, freePageManagerFactory.createFreePageManager(),
+                interiorFrameFactory, leafFrameFactory, cmpFactories, fieldCount, file);
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BlockingIOOperationCallbackWrapper.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BlockingIOOperationCallbackWrapper.java
new file mode 100644
index 0000000..34e1f0d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BlockingIOOperationCallbackWrapper.java
@@ -0,0 +1,43 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+
+public class BlockingIOOperationCallbackWrapper implements ILSMIOOperationCallback {
+
+    private boolean notified = false;
+
+    private final ILSMIOOperationCallback wrappedCallback;
+
+    public BlockingIOOperationCallbackWrapper(ILSMIOOperationCallback callback) {
+        this.wrappedCallback = callback;
+    }
+
+    public synchronized void waitForIO() throws InterruptedException {
+        if (!notified) {
+            this.wait();
+        }
+        notified = false;
+    }
+
+    @Override
+    public void beforeOperation() throws HyracksDataException {
+        wrappedCallback.beforeOperation();
+    }
+
+    @Override
+    public void afterOperation(List<ILSMComponent> oldComponents, ILSMComponent newComponent)
+            throws HyracksDataException {
+        wrappedCallback.afterOperation(oldComponents, newComponent);
+    }
+
+    @Override
+    public synchronized void afterFinalize(ILSMComponent newComponent) throws HyracksDataException {
+        wrappedCallback.afterFinalize(newComponent);
+        this.notifyAll();
+        notified = true;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BloomFilterAwareBTreePointSearchCursor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BloomFilterAwareBTreePointSearchCursor.java
new file mode 100644
index 0000000..af08bdb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BloomFilterAwareBTreePointSearchCursor.java
@@ -0,0 +1,40 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+
+public class BloomFilterAwareBTreePointSearchCursor extends BTreeRangeSearchCursor {
+    private final BloomFilter bloomFilter;
+    private long[] hashes = new long[2];
+
+    public BloomFilterAwareBTreePointSearchCursor(IBTreeLeafFrame frame, boolean exclusiveLatchNodes,
+            BloomFilter bloomFilter) {
+        super(frame, exclusiveLatchNodes);
+        this.bloomFilter = bloomFilter;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        if (bloomFilter.contains(lowKey, hashes)) {
+            return super.hasNext();
+        }
+        return false;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java
new file mode 100644
index 0000000..1c72abf
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java
@@ -0,0 +1,42 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+
+public class ConstantMergePolicy implements ILSMMergePolicy {
+
+    private final int threshold;
+
+    public ConstantMergePolicy(int threshold) {
+        this.threshold = threshold;
+    }
+
+    @Override
+    public void diskComponentAdded(final ILSMIndex index, int totalNumDiskComponents) throws HyracksDataException,
+            IndexException {
+        if (totalNumDiskComponents >= threshold) {
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicyProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicyProvider.java
new file mode 100644
index 0000000..b404c9b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicyProvider.java
@@ -0,0 +1,22 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicyProvider;
+
+public class ConstantMergePolicyProvider implements ILSMMergePolicyProvider {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int threshold;
+
+    public ConstantMergePolicyProvider(int threshold) {
+        this.threshold = threshold;
+    }
+
+    @Override
+    public ILSMMergePolicy getMergePolicy(IHyracksTaskContext ctx) {
+        return new ConstantMergePolicy(threshold);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/IndexFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/IndexFactory.java
new file mode 100644
index 0000000..3feaecf
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/IndexFactory.java
@@ -0,0 +1,43 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class IndexFactory<T extends IIndex> {
+
+    protected final IBufferCache bufferCache;
+    protected final IFileMapProvider fileMapProvider;
+    protected final IFreePageManagerFactory freePageManagerFactory;
+
+    public IndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IFreePageManagerFactory freePageManagerFactory) {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.freePageManagerFactory = freePageManagerFactory;
+    }
+
+    public abstract T createIndexInstance(FileReference file) throws IndexException;
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMComponentFileReferences.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMComponentFileReferences.java
new file mode 100644
index 0000000..019dca4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMComponentFileReferences.java
@@ -0,0 +1,48 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.io.FileReference;
+
+public final class LSMComponentFileReferences {
+
+    // The FileReference for the index that is used for inserting records of the component. For instance, this will be the FileReference of the RTree in one component of the LSM-RTree.
+    private final FileReference insertIndexFileReference;
+    // This FileReference for the delete index (if any). For example, this will be the the FileReference of the buddy BTree in one component of the LSM-RTree.
+    private final FileReference deleteIndexFileReference;
+
+    // This FileReference for the bloom filter (if any). 
+    private final FileReference bloomFilterFileReference;
+
+    public LSMComponentFileReferences(FileReference insertIndexFileReference, FileReference deleteIndexFileReference,
+            FileReference bloomFilterFileReference) {
+        this.insertIndexFileReference = insertIndexFileReference;
+        this.deleteIndexFileReference = deleteIndexFileReference;
+        this.bloomFilterFileReference = bloomFilterFileReference;
+    }
+
+    public FileReference getInsertIndexFileReference() {
+        return insertIndexFileReference;
+    }
+
+    public FileReference getDeleteIndexFileReference() {
+        return deleteIndexFileReference;
+    }
+
+    public FileReference getBloomFilterFileReference() {
+        return bloomFilterFileReference;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMComponentState.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMComponentState.java
new file mode 100644
index 0000000..e554a6e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMComponentState.java
@@ -0,0 +1,23 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+public enum LSMComponentState {
+    FLUSHING,
+    MERGING,
+    DONE_FLUSHING,
+    DONE_MERGING
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMHarness.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMHarness.java
new file mode 100644
index 0000000..4a140b4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMHarness.java
@@ -0,0 +1,231 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexInternal;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+
+public class LSMHarness implements ILSMHarness {
+    private final ILSMIndexInternal lsmIndex;
+    private final ILSMMergePolicy mergePolicy;
+    private final ILSMOperationTracker opTracker;
+
+    public LSMHarness(ILSMIndexInternal lsmIndex, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker) {
+        this.lsmIndex = lsmIndex;
+        this.opTracker = opTracker;
+        this.mergePolicy = mergePolicy;
+    }
+
+    private void threadExit(ILSMIndexOperationContext opCtx, LSMOperationType opType) throws HyracksDataException {
+        if (!lsmIndex.getFlushStatus(lsmIndex) && lsmIndex.getInMemoryFreePageManager().isFull()) {
+            lsmIndex.setFlushStatus(lsmIndex, true);
+        }
+        opTracker.afterOperation(opType, opCtx.getSearchOperationCallback(), opCtx.getModificationCallback());
+    }
+
+    private boolean getAndEnterComponents(ILSMIndexOperationContext ctx, LSMOperationType opType, boolean tryOperation)
+            throws HyracksDataException {
+        int numEntered = 0;
+        boolean entranceSuccessful = false;
+        List<ILSMComponent> entered = new ArrayList<ILSMComponent>();
+
+        while (!entranceSuccessful) {
+            entered.clear();
+            lsmIndex.getOperationalComponents(ctx);
+            List<ILSMComponent> components = ctx.getComponentHolder();
+            try {
+                for (ILSMComponent c : components) {
+                    if (!c.threadEnter(opType)) {
+                        break;
+                    }
+                    numEntered++;
+                    entered.add(c);
+                }
+                entranceSuccessful = numEntered == components.size();
+            } catch (InterruptedException e) {
+                entranceSuccessful = false;
+                throw new HyracksDataException(e);
+            } finally {
+                if (!entranceSuccessful) {
+                    for (ILSMComponent c : components) {
+                        if (numEntered <= 0) {
+                            break;
+                        }
+                        c.threadExit(opType, true);
+                        numEntered--;
+                    }
+                }
+            }
+            if (tryOperation && !entranceSuccessful) {
+                return false;
+            }
+        }
+
+        opTracker.beforeOperation(opType, ctx.getSearchOperationCallback(), ctx.getModificationCallback());
+        return true;
+    }
+
+    private void exitComponents(ILSMIndexOperationContext ctx, LSMOperationType opType, boolean failedOperation)
+            throws HyracksDataException {
+        try {
+            for (ILSMComponent c : ctx.getComponentHolder()) {
+                c.threadExit(opType, failedOperation);
+            }
+        } finally {
+            threadExit(ctx, opType);
+        }
+    }
+
+    @Override
+    public void forceModify(ILSMIndexOperationContext ctx, ITupleReference tuple) throws HyracksDataException,
+            IndexException {
+        LSMOperationType opType = LSMOperationType.FORCE_MODIFICATION;
+        modify(ctx, false, tuple, opType);
+    }
+
+    @Override
+    public boolean modify(ILSMIndexOperationContext ctx, boolean tryOperation, ITupleReference tuple)
+            throws HyracksDataException, IndexException {
+        LSMOperationType opType = LSMOperationType.MODIFICATION;
+        return modify(ctx, tryOperation, tuple, opType);
+    }
+
+    private boolean modify(ILSMIndexOperationContext ctx, boolean tryOperation, ITupleReference tuple,
+            LSMOperationType opType) throws HyracksDataException, IndexException {
+        if (!getAndEnterComponents(ctx, opType, tryOperation)) {
+            return false;
+        }
+        try {
+            lsmIndex.modify(ctx, tuple);
+        } finally {
+            exitComponents(ctx, opType, false);
+        }
+
+        return true;
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ctx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        LSMOperationType opType = LSMOperationType.SEARCH;
+        getAndEnterComponents(ctx, opType, false);
+        try {
+            lsmIndex.search(ctx, cursor, pred);
+        } catch (HyracksDataException e) {
+            exitComponents(ctx, opType, true);
+            throw e;
+        } catch (IndexException e) {
+            exitComponents(ctx, opType, true);
+            throw e;
+        }
+    }
+
+    @Override
+    public void endSearch(ILSMIndexOperationContext ctx) throws HyracksDataException {
+        if (ctx.getOperation() == IndexOperation.SEARCH) {
+            exitComponents(ctx, LSMOperationType.SEARCH, false);
+        }
+    }
+
+    @Override
+    public void noOp(ILSMIndexOperationContext ctx) throws HyracksDataException {
+        LSMOperationType opType = LSMOperationType.NOOP;
+        opTracker.beforeOperation(opType, ctx.getSearchOperationCallback(), ctx.getModificationCallback());
+        threadExit(ctx, opType);
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        if (!getAndEnterComponents(ctx, LSMOperationType.FLUSH, true)) {
+            return;
+        }
+        lsmIndex.setFlushStatus(lsmIndex, false);
+        lsmIndex.scheduleFlush(ctx, callback);
+    }
+
+    @Override
+    public void flush(ILSMIndexOperationContext ctx, ILSMIOOperation operation) throws HyracksDataException,
+            IndexException {
+        operation.getCallback().beforeOperation();
+        ILSMComponent newComponent = lsmIndex.flush(operation);
+        operation.getCallback().afterOperation(null, newComponent);
+        lsmIndex.markAsValid(newComponent);
+        operation.getCallback().afterFinalize(newComponent);
+
+        lsmIndex.addComponent(newComponent);
+        int numComponents = lsmIndex.getImmutableComponents().size();
+
+        mergePolicy.diskComponentAdded(lsmIndex, numComponents);
+        exitComponents(ctx, LSMOperationType.FLUSH, false);
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        LSMOperationType opType = LSMOperationType.MERGE;
+        if (!getAndEnterComponents(ctx, opType, false)) {
+            return;
+        }
+        if (ctx.getComponentHolder().size() > 1) {
+            lsmIndex.scheduleMerge(ctx, callback);
+        } else {
+            exitComponents(ctx, opType, true);
+        }
+    }
+
+    @Override
+    public void merge(ILSMIndexOperationContext ctx, ILSMIOOperation operation) throws HyracksDataException,
+            IndexException {
+        List<ILSMComponent> mergedComponents = new ArrayList<ILSMComponent>();
+        operation.getCallback().beforeOperation();
+        ILSMComponent newComponent = lsmIndex.merge(mergedComponents, operation);
+        ctx.getComponentHolder().addAll(mergedComponents);
+        operation.getCallback().afterOperation(mergedComponents, newComponent);
+        lsmIndex.markAsValid(newComponent);
+        operation.getCallback().afterFinalize(newComponent);
+        lsmIndex.subsumeMergedComponents(newComponent, mergedComponents);
+        exitComponents(ctx, LSMOperationType.MERGE, false);
+    }
+
+    @Override
+    public void addBulkLoadedComponent(ILSMComponent c) throws HyracksDataException, IndexException {
+        lsmIndex.markAsValid(c);
+        lsmIndex.addComponent(c);
+        int numComponents = lsmIndex.getImmutableComponents().size();
+        mergePolicy.diskComponentAdded(lsmIndex, numComponents);
+    }
+
+    @Override
+    public ILSMOperationTracker getOperationTracker() {
+        return opTracker;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java
new file mode 100644
index 0000000..7f08ba4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java
@@ -0,0 +1,211 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import java.util.Comparator;
+import java.util.List;
+import java.util.PriorityQueue;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public abstract class LSMIndexSearchCursor implements ITreeIndexCursor {
+    protected PriorityQueueElement outputElement;
+    protected IIndexCursor[] rangeCursors;
+    protected PriorityQueue<PriorityQueueElement> outputPriorityQueue;
+    protected PriorityQueueComparator pqCmp;
+    protected MultiComparator cmp;
+    protected boolean needPush;
+    protected boolean includeMemComponent;
+    protected ILSMHarness lsmHarness;
+    protected final ILSMIndexOperationContext opCtx;
+
+    protected List<ILSMComponent> operationalComponents;
+
+    public LSMIndexSearchCursor(ILSMIndexOperationContext opCtx) {
+        this.opCtx = opCtx;
+        outputElement = null;
+        needPush = false;
+    }
+
+    public void initPriorityQueue() throws HyracksDataException, IndexException {
+        int pqInitSize = (rangeCursors.length > 0) ? rangeCursors.length : 1;
+        outputPriorityQueue = new PriorityQueue<PriorityQueueElement>(pqInitSize, pqCmp);
+        for (int i = 0; i < rangeCursors.length; i++) {
+            pushIntoPriorityQueue(new PriorityQueueElement(i));
+        }
+    }
+
+    public IIndexCursor getCursor(int cursorIndex) {
+        return rangeCursors[cursorIndex];
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        outputElement = null;
+        needPush = false;
+
+        if (outputPriorityQueue != null) {
+            outputPriorityQueue.clear();
+        }
+
+        if (rangeCursors != null) {
+            for (int i = 0; i < rangeCursors.length; i++) {
+                rangeCursors[i].reset();
+            }
+        }
+        rangeCursors = null;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        checkPriorityQueue();
+        return !outputPriorityQueue.isEmpty();
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        outputElement = outputPriorityQueue.poll();
+        needPush = true;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        // do nothing
+        return null;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (lsmHarness != null) {
+            try {
+                outputPriorityQueue.clear();
+                for (int i = 0; i < rangeCursors.length; i++) {
+                    rangeCursors[i].close();
+                }
+                rangeCursors = null;
+            } finally {
+                lsmHarness.endSearch(opCtx);
+            }
+        }
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // do nothing
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // do nothing
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return outputElement.getTuple();
+    }
+
+    protected boolean pushIntoPriorityQueue(PriorityQueueElement e) throws HyracksDataException, IndexException {
+        int cursorIndex = e.getCursorIndex();
+        if (rangeCursors[cursorIndex].hasNext()) {
+            rangeCursors[cursorIndex].next();
+            e.reset(rangeCursors[cursorIndex].getTuple());
+            outputPriorityQueue.offer(e);
+            return true;
+        }
+        rangeCursors[cursorIndex].close();
+        return false;
+    }
+
+    protected boolean isDeleted(PriorityQueueElement checkElement) throws HyracksDataException, IndexException {
+        return ((ILSMTreeTupleReference) checkElement.getTuple()).isAntimatter();
+    }
+
+    abstract protected void checkPriorityQueue() throws HyracksDataException, IndexException;
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+    public class PriorityQueueElement {
+        private ITupleReference tuple;
+        private final int cursorIndex;
+
+        public PriorityQueueElement(int cursorIndex) {
+            tuple = null;
+            this.cursorIndex = cursorIndex;
+        }
+
+        public ITupleReference getTuple() {
+            return tuple;
+        }
+
+        public int getCursorIndex() {
+            return cursorIndex;
+        }
+
+        public void reset(ITupleReference tuple) {
+            this.tuple = tuple;
+        }
+    }
+
+    public class PriorityQueueComparator implements Comparator<PriorityQueueElement> {
+
+        protected final MultiComparator cmp;
+
+        public PriorityQueueComparator(MultiComparator cmp) {
+            this.cmp = cmp;
+        }
+
+        @Override
+        public int compare(PriorityQueueElement elementA, PriorityQueueElement elementB) {
+            int result = cmp.compare(elementA.getTuple(), elementB.getTuple());
+            if (result != 0) {
+                return result;
+            }
+            if (elementA.getCursorIndex() > elementB.getCursorIndex()) {
+                return 1;
+            } else {
+                return -1;
+            }
+        }
+
+        public MultiComparator getMultiComparator() {
+            return cmp;
+        }
+    }
+
+    protected void setPriorityQueueComparator() {
+        if (pqCmp == null || cmp != pqCmp.getMultiComparator()) {
+            pqCmp = new PriorityQueueComparator(cmp);
+        }
+    }
+
+    protected int compare(MultiComparator cmp, ITupleReference tupleA, ITupleReference tupleB) {
+        return cmp.compare(tupleA, tupleB);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMOperationType.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMOperationType.java
new file mode 100644
index 0000000..981cefe
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMOperationType.java
@@ -0,0 +1,10 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+public enum LSMOperationType {
+    SEARCH,
+    MODIFICATION,
+    FORCE_MODIFICATION,
+    FLUSH,
+    MERGE,
+    NOOP
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java
new file mode 100644
index 0000000..7cc29a5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java
@@ -0,0 +1,146 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public abstract class LSMTreeIndexAccessor implements ILSMIndexAccessorInternal {
+    protected ILSMHarness lsmHarness;
+    protected ILSMIndexOperationContext ctx;
+
+    public LSMTreeIndexAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+        this.lsmHarness = lsmHarness;
+        this.ctx = ctx;
+    }
+
+    @Override
+    public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+        // Update is the same as insert.
+        ctx.setOperation(IndexOperation.UPDATE);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void upsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.UPSERT);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public boolean tryInsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public boolean tryDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public boolean tryUpdate(ITupleReference tuple) throws HyracksDataException, IndexException {
+        // Update is the same as insert.
+        ctx.setOperation(IndexOperation.UPDATE);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public boolean tryUpsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.UPSERT);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.SEARCH);
+        lsmHarness.search(ctx, cursor, searchPred);
+    }
+
+    @Override
+    public void flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        lsmHarness.flush(ctx, operation);
+    }
+
+    @Override
+    public void merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.MERGE);
+        lsmHarness.merge(ctx, operation);
+    }
+
+    @Override
+    public void physicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.PHYSICALDELETE);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIOOperationCallback callback) throws HyracksDataException {
+        ctx.setOperation(IndexOperation.FLUSH);
+        lsmHarness.scheduleFlush(ctx, callback);
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIOOperationCallback callback) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.MERGE);
+        lsmHarness.scheduleMerge(ctx, callback);
+    }
+
+    @Override
+    public void noOp() throws HyracksDataException {
+        lsmHarness.noOp(ctx);
+    }
+
+    @Override
+    public void forcePhysicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.PHYSICALDELETE);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+
+    @Override
+    public void forceInsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+
+    @Override
+    public void forceDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/NoMergePolicy.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/NoMergePolicy.java
new file mode 100644
index 0000000..5d36c09
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/NoMergePolicy.java
@@ -0,0 +1,14 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+
+public enum NoMergePolicy implements ILSMMergePolicy {
+    INSTANCE;
+
+    @Override
+    public void diskComponentAdded(ILSMIndex index, int totalNumDiskComponents) {
+        // Do nothing
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/NoOpIOOperationCallback.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/NoOpIOOperationCallback.java
new file mode 100644
index 0000000..b123b30
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/NoOpIOOperationCallback.java
@@ -0,0 +1,34 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+
+public enum NoOpIOOperationCallback implements ILSMIOOperationCallback, ILSMIOOperationCallbackProvider {
+    INSTANCE;
+
+    @Override
+    public void beforeOperation() throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public void afterOperation(List<ILSMComponent> oldComponents, ILSMComponent newComponent)
+            throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public void afterFinalize(ILSMComponent newComponent) throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public ILSMIOOperationCallback getIOOperationCallback(ILSMIndex index) {
+        return INSTANCE;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/NoOpOperationTrackerFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/NoOpOperationTrackerFactory.java
new file mode 100644
index 0000000..97ec50e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/NoOpOperationTrackerFactory.java
@@ -0,0 +1,48 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+
+/**
+ * Operation tracker that does nothing.
+ * WARNING: This op tracker should only be used for specific testing purposes.
+ * It is assumed than an op tracker cooperates with an lsm index to synchronize flushes with
+ * regular operations, and this implementation does no such tracking at all.
+ */
+public class NoOpOperationTrackerFactory implements ILSMOperationTrackerFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static NoOpOperationTrackerFactory INSTANCE = new NoOpOperationTrackerFactory();
+
+    @Override
+    public ILSMOperationTracker createOperationTracker(ILSMIndex index) {
+        return new ILSMOperationTracker() {
+
+            @Override
+            public void completeOperation(LSMOperationType opType, ISearchOperationCallback searchCallback,
+                    IModificationOperationCallback modificationCallback) throws HyracksDataException {
+                // Do nothing.
+            }
+
+            @Override
+            public void beforeOperation(LSMOperationType opType, ISearchOperationCallback searchCallback,
+                    IModificationOperationCallback modificationCallback) throws HyracksDataException {
+            }
+
+            @Override
+            public void afterOperation(LSMOperationType opType, ISearchOperationCallback searchCallback,
+                    IModificationOperationCallback modificationCallback) throws HyracksDataException {
+                // Do nothing.                        
+            }
+        };
+    }
+
+    // Enforce singleton.
+    private NoOpOperationTrackerFactory() {
+    }
+
+};
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/SynchronousScheduler.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/SynchronousScheduler.java
new file mode 100644
index 0000000..9bbd394
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/SynchronousScheduler.java
@@ -0,0 +1,19 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+
+public enum SynchronousScheduler implements ILSMIOOperationScheduler {
+    INSTANCE;
+
+    @Override
+    public void scheduleOperation(ILSMIOOperation operation) throws HyracksDataException {
+        try {
+            operation.perform();
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/SynchronousSchedulerProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/SynchronousSchedulerProvider.java
new file mode 100644
index 0000000..72d9d1d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/SynchronousSchedulerProvider.java
@@ -0,0 +1,15 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+
+public enum SynchronousSchedulerProvider implements ILSMIOOperationSchedulerProvider {
+    INSTANCE;
+
+    @Override
+    public ILSMIOOperationScheduler getIOScheduler(IHyracksTaskContext ctx) {
+        return SynchronousScheduler.INSTANCE;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ThreadCountingOperationTrackerFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ThreadCountingOperationTrackerFactory.java
new file mode 100644
index 0000000..3b4b00f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ThreadCountingOperationTrackerFactory.java
@@ -0,0 +1,21 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+
+public class ThreadCountingOperationTrackerFactory implements ILSMOperationTrackerFactory {
+
+    private static final long serialVersionUID = 1L;
+    
+    public static ThreadCountingOperationTrackerFactory INSTANCE = new ThreadCountingOperationTrackerFactory(); 
+    
+    @Override
+    public ILSMOperationTracker createOperationTracker(ILSMIndex index) {
+        return new ThreadCountingTracker(index);
+    }
+
+    // Enforce singleton.
+    private ThreadCountingOperationTrackerFactory() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ThreadCountingTracker.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ThreadCountingTracker.java
new file mode 100644
index 0000000..7fee06e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ThreadCountingTracker.java
@@ -0,0 +1,49 @@
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import java.util.concurrent.atomic.AtomicInteger;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+
+public class ThreadCountingTracker implements ILSMOperationTracker {
+    private final AtomicInteger threadRefCount;
+    private final ILSMIndex index;
+
+    public ThreadCountingTracker(ILSMIndex index) {
+        this.index = index;
+        this.threadRefCount = new AtomicInteger();
+    }
+
+    @Override
+    public void beforeOperation(LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException {
+        if (opType == LSMOperationType.MODIFICATION) {
+            threadRefCount.incrementAndGet();
+        }
+    }
+
+    @Override
+    public void afterOperation(LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException {
+        // The operation is considered inactive, immediately after leaving the index.
+        completeOperation(opType, searchCallback, modificationCallback);
+    }
+
+    @Override
+    public void completeOperation(LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException {
+        // Flush will only be handled by last exiting thread.
+        if (opType == LSMOperationType.MODIFICATION) {
+            if (threadRefCount.decrementAndGet() == 0 && index.getFlushStatus(index)) {
+                ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+                accessor.scheduleFlush(NoOpIOOperationCallback.INSTANCE);
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java
new file mode 100644
index 0000000..f570058
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class TreeIndexFactory<T extends ITreeIndex> extends IndexFactory<T> {
+
+    protected final ITreeIndexFrameFactory interiorFrameFactory;
+    protected final ITreeIndexFrameFactory leafFrameFactory;
+    protected final IBinaryComparatorFactory[] cmpFactories;
+    protected final int fieldCount;
+
+    public TreeIndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IFreePageManagerFactory freePageManagerFactory, ITreeIndexFrameFactory interiorFrameFactory,
+            ITreeIndexFrameFactory leafFrameFactory, IBinaryComparatorFactory[] cmpFactories, int fieldCount) {
+        super(bufferCache, fileMapProvider, freePageManagerFactory);
+        this.interiorFrameFactory = interiorFrameFactory;
+        this.leafFrameFactory = leafFrameFactory;
+        this.cmpFactories = cmpFactories;
+        this.fieldCount = fieldCount;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml b/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml
new file mode 100644
index 0000000..38b48f6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml
@@ -0,0 +1,41 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+
+	<parent>
+		<artifactId>hyracks</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.4-SNAPSHOT</version>
+		<relativePath>..</relativePath>
+	</parent>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+	<dependencies>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-btree</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-common</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+	    </dependency>
+	</dependencies>
+</project>
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java
new file mode 100644
index 0000000..2556a25
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java
@@ -0,0 +1,39 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+
+public interface IInvertedIndex extends IIndex {
+    public IInvertedListCursor createInvertedListCursor();
+    
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException;
+    
+    public ITypeTraits[] getInvListTypeTraits();
+    
+    public IBinaryComparatorFactory[] getInvListCmpFactories();    
+    
+    public ITypeTraits[] getTokenTypeTraits();
+    
+    public IBinaryComparatorFactory[] getTokenCmpFactories();
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java
new file mode 100644
index 0000000..3fe5b57
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java
@@ -0,0 +1,35 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+
+public interface IInvertedIndexAccessor extends IIndexAccessor {
+    public IInvertedListCursor createInvertedListCursor();
+
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+            throws HyracksDataException, IndexException;
+
+    public IIndexCursor createRangeSearchCursor();
+
+    public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java
new file mode 100644
index 0000000..d7ec129
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java
@@ -0,0 +1,23 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+/**
+ * Maps from the dictionary BTree file/path to a corresponding inverted-lists file/path.
+ */
+public interface IInvertedIndexFileNameMapper {
+    public String getInvListsFilePath(String dictBTreeFilePath);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java
new file mode 100644
index 0000000..60d1b03
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java
@@ -0,0 +1,34 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+public interface IInvertedIndexOperatorDescriptor extends IIndexOperatorDescriptor {
+    
+    public ITypeTraits[] getInvListsTypeTraits();
+    
+    public IBinaryComparatorFactory[] getInvListsComparatorFactories();
+    
+    public ITypeTraits[] getTokenTypeTraits();
+    
+    public IBinaryComparatorFactory[] getTokenComparatorFactories();
+
+    public IBinaryTokenizerFactory getTokenizerFactory();        
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java
new file mode 100644
index 0000000..0d0d936
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+public interface IInvertedIndexSearchModifier {
+    public int getOccurrenceThreshold(int numQueryTokens);
+
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists);
+
+    public short getNumTokensLowerBound(short numQueryTokens);
+
+    public short getNumTokensUpperBound(short numQueryTokens);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java
new file mode 100644
index 0000000..180f491
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java
@@ -0,0 +1,22 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import java.io.Serializable;
+
+public interface IInvertedIndexSearchModifierFactory extends Serializable {
+    public IInvertedIndexSearchModifier createSearchModifier();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java
new file mode 100644
index 0000000..0ea9383
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java
@@ -0,0 +1,42 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import java.nio.ByteBuffer;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+
+public interface IInvertedIndexSearcher {
+    public void search(OnDiskInvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException;
+
+    public IFrameTupleAccessor createResultFrameTupleAccessor();
+
+    public ITupleReference createResultFrameTupleReference();
+
+    public List<ByteBuffer> getResultBuffers();
+
+    public int getNumValidResultBuffers();
+    
+    public void reset();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java
new file mode 100644
index 0000000..dcb5fdd
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java
@@ -0,0 +1,32 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface IInvertedListBuilder {
+    public boolean startNewList(ITupleReference tuple, int numTokenFields);
+
+    // returns true if successfully appended
+    // returns false if not enough space in targetBuf
+    public boolean appendElement(ITupleReference tuple, int numTokenFields, int numElementFields);
+
+    public void setTargetBuffer(byte[] targetBuf, int startPos);
+
+    public int getListSize();
+
+    public int getPos();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java
new file mode 100644
index 0000000..9cde18b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java
@@ -0,0 +1,20 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+public interface IInvertedListBuilderFactory {
+    public IInvertedListBuilder create();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java
new file mode 100644
index 0000000..de703ac
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java
@@ -0,0 +1,54 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface IInvertedListCursor extends Comparable<IInvertedListCursor> {
+    public void reset(int startPageId, int endPageId, int startOff, int numElements);
+
+    public void pinPages() throws HyracksDataException, IndexException;
+
+    public void unpinPages() throws HyracksDataException;
+
+    public boolean hasNext() throws HyracksDataException, IndexException;
+
+    public void next() throws HyracksDataException;
+
+    public ITupleReference getTuple();
+
+    // getters
+    public int size();
+
+    public int getStartPageId();
+
+    public int getEndPageId();
+
+    public int getStartOff();
+
+    public boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp) throws HyracksDataException, IndexException;
+    
+    // for debugging
+    @SuppressWarnings("rawtypes")
+    public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException, IndexException;
+
+    @SuppressWarnings("rawtypes")
+    public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IObjectFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IObjectFactory.java
new file mode 100644
index 0000000..9068a2b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IObjectFactory.java
@@ -0,0 +1,20 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+public interface IObjectFactory<T> {
+    public T create();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IPartitionedInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IPartitionedInvertedIndex.java
new file mode 100644
index 0000000..89fd69d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IPartitionedInvertedIndex.java
@@ -0,0 +1,31 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedListPartitions;
+
+public interface IPartitionedInvertedIndex {
+    public boolean openInvertedListPartitionCursors(IInvertedIndexSearcher searcher, IIndexOperationContext ictx,
+            short numTokensLowerBound, short numTokensUpperBound, InvertedListPartitions invListPartitions,
+            ArrayList<IInvertedListCursor> cursorsOrderedByTokens) throws HyracksDataException, IndexException;
+
+    public boolean isEmpty();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractLSMInvertedIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractLSMInvertedIndexOperatorDescriptor.java
new file mode 100644
index 0000000..e0af36e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractLSMInvertedIndexOperatorDescriptor.java
@@ -0,0 +1,89 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+
+public abstract class AbstractLSMInvertedIndexOperatorDescriptor extends AbstractIndexOperatorDescriptor implements
+        IInvertedIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final ITypeTraits[] invListsTypeTraits;
+    protected final IBinaryComparatorFactory[] invListComparatorFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenComparatorFactories;
+    protected final IBinaryTokenizerFactory tokenizerFactory;
+
+    public AbstractLSMInvertedIndexOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity,
+            int outputArity, RecordDescriptor recDesc, IStorageManagerInterface storageManager,
+            IFileSplitProvider fileSplitProvider, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenComparatorFactories,
+            ITypeTraits[] invListsTypeTraits, IBinaryComparatorFactory[] invListComparatorFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IIndexDataflowHelperFactory dataflowHelperFactory,
+            ITupleFilterFactory tupleFilterFactory, boolean retainInput,
+            ILocalResourceFactoryProvider localResourceFactoryProvider,
+            ISearchOperationCallbackFactory searchOpCallbackFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, inputArity, outputArity, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider,
+                dataflowHelperFactory, tupleFilterFactory, retainInput, localResourceFactoryProvider,
+                searchOpCallbackFactory, modificationOpCallbackFactory);
+        this.invListsTypeTraits = invListsTypeTraits;
+        this.invListComparatorFactories = invListComparatorFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenComparatorFactories = tokenComparatorFactories;
+        this.tokenizerFactory = tokenizerFactory;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenComparatorFactories() {
+        return tokenComparatorFactories;
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getInvListsComparatorFactories() {
+        return invListComparatorFactories;
+    }
+
+    @Override
+    public IBinaryTokenizerFactory getTokenizerFactory() {
+        return tokenizerFactory;
+    }
+
+    @Override
+    public ITypeTraits[] getInvListsTypeTraits() {
+        return invListsTypeTraits;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
new file mode 100644
index 0000000..84152d5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
@@ -0,0 +1,59 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+public class BinaryTokenizerOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private final IBinaryTokenizerFactory tokenizerFactory;
+    // Field that will be tokenized.
+    private final int docField;
+    // operator will append these key fields to each token, e.g., as
+    // payload for an inverted list
+    // WARNING: too many key fields can cause significant data blowup.
+    private final int[] keyFields;
+    // Indicates whether the first key field should be the number of tokens in the tokenized set of the document.
+    // This value is used in partitioned inverted indexes, for example.
+    private final boolean addNumTokensKey;
+
+    public BinaryTokenizerOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IBinaryTokenizerFactory tokenizerFactory, int docField, int[] keyFields, boolean addNumTokensKey) {
+        super(spec, 1, 1);
+        this.tokenizerFactory = tokenizerFactory;
+        this.docField = docField;
+        this.keyFields = keyFields;
+        this.addNumTokensKey = addNumTokensKey;
+        recordDescriptors[0] = recDesc;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        return new BinaryTokenizerOperatorNodePushable(ctx, recordDescProvider.getInputRecordDescriptor(
+                getActivityId(), 0), recordDescriptors[0], tokenizerFactory.createTokenizer(), docField, keyFields,
+                addNumTokensKey);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
new file mode 100644
index 0000000..6f28f61
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
@@ -0,0 +1,138 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+
+public class BinaryTokenizerOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
+
+    private final IHyracksTaskContext ctx;
+    private final IBinaryTokenizer tokenizer;
+    private final int docField;
+    private final int[] keyFields;
+    private final boolean addNumTokensKey;
+    private final RecordDescriptor inputRecDesc;
+    private final RecordDescriptor outputRecDesc;
+
+    private FrameTupleAccessor accessor;
+    private ArrayTupleBuilder builder;
+    private GrowableArray builderData;
+    private FrameTupleAppender appender;
+    private ByteBuffer writeBuffer;
+
+    public BinaryTokenizerOperatorNodePushable(IHyracksTaskContext ctx, RecordDescriptor inputRecDesc,
+            RecordDescriptor outputRecDesc, IBinaryTokenizer tokenizer, int docField, int[] keyFields,
+            boolean addNumTokensKey) {
+        this.ctx = ctx;
+        this.tokenizer = tokenizer;
+        this.docField = docField;
+        this.keyFields = keyFields;
+        this.addNumTokensKey = addNumTokensKey;
+        this.inputRecDesc = inputRecDesc;
+        this.outputRecDesc = outputRecDesc;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        accessor = new FrameTupleAccessor(ctx.getFrameSize(), inputRecDesc);
+        writeBuffer = ctx.allocateFrame();
+        builder = new ArrayTupleBuilder(outputRecDesc.getFieldCount());
+        builderData = builder.getFieldData();
+        appender = new FrameTupleAppender(ctx.getFrameSize());
+        appender.reset(writeBuffer, true);
+        writer.open();
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            short numTokens = 0;
+            if (addNumTokensKey) {
+                // Run through the tokens to get the total number of tokens.
+                tokenizer.reset(
+                        accessor.getBuffer().array(),
+                        accessor.getTupleStartOffset(i) + accessor.getFieldSlotsLength()
+                                + accessor.getFieldStartOffset(i, docField), accessor.getFieldLength(i, docField));
+                while (tokenizer.hasNext()) {
+                    tokenizer.next();
+                    numTokens++;
+                }
+            }
+
+            tokenizer.reset(
+                    accessor.getBuffer().array(),
+                    accessor.getTupleStartOffset(i) + accessor.getFieldSlotsLength()
+                            + accessor.getFieldStartOffset(i, docField), accessor.getFieldLength(i, docField));
+            while (tokenizer.hasNext()) {
+                tokenizer.next();
+
+                builder.reset();
+                try {
+                    IToken token = tokenizer.getToken();
+                    token.serializeToken(builderData);
+                    builder.addFieldEndOffset();
+                    // Add number of tokens if requested.
+                    if (addNumTokensKey) {
+                        builder.getDataOutput().writeShort(numTokens);
+                        builder.addFieldEndOffset();
+                    }
+                } catch (IOException e) {
+                    throw new HyracksDataException(e.getMessage());
+                }
+
+                for (int k = 0; k < keyFields.length; k++) {
+                    builder.addField(accessor, i, keyFields[k]);
+                }
+
+                if (!appender.append(builder.getFieldEndOffsets(), builder.getByteArray(), 0, builder.getSize())) {
+                    FrameUtils.flushFrame(writeBuffer, writer);
+                    appender.reset(writeBuffer, true);
+                    if (!appender.append(builder.getFieldEndOffsets(), builder.getByteArray(), 0, builder.getSize())) {
+                        throw new IllegalStateException();
+                    }
+                }
+            }
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (appender.getTupleCount() > 0) {
+            FrameUtils.flushFrame(writeBuffer, writer);
+        }
+        writer.close();
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        writer.fail();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexBulkLoadOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexBulkLoadOperatorDescriptor.java
new file mode 100644
index 0000000..da3cad5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexBulkLoadOperatorDescriptor.java
@@ -0,0 +1,64 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexBulkLoadOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMInvertedIndexBulkLoadOperatorDescriptor extends AbstractLSMInvertedIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] fieldPermutation;
+    private final boolean verifyInput;
+    private final long numElementsHint;
+
+    public LSMInvertedIndexBulkLoadOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] fieldPermutation,
+            boolean verifyInput, long numElementsHint, IStorageManagerInterface storageManager,
+            IFileSplitProvider fileSplitProvider, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenComparatorFactories,
+            ITypeTraits[] invListsTypeTraits, IBinaryComparatorFactory[] invListComparatorFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IIndexDataflowHelperFactory invertedIndexDataflowHelperFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, 1, 0, null, storageManager, fileSplitProvider, lifecycleManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListComparatorFactories, tokenizerFactory,
+                invertedIndexDataflowHelperFactory, null, false, NoOpLocalResourceFactoryProvider.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackFactory);
+        this.fieldPermutation = fieldPermutation;
+        this.verifyInput = verifyInput;
+        this.numElementsHint = numElementsHint;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new IndexBulkLoadOperatorNodePushable(this, ctx, partition, fieldPermutation, 1.0f, verifyInput,
+                numElementsHint, recordDescProvider);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexCreateOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexCreateOperatorDescriptor.java
new file mode 100644
index 0000000..641878f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexCreateOperatorDescriptor.java
@@ -0,0 +1,57 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexCreateOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+
+public class LSMInvertedIndexCreateOperatorDescriptor extends AbstractLSMInvertedIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public LSMInvertedIndexCreateOperatorDescriptor(IOperatorDescriptorRegistry spec,
+            IStorageManagerInterface storageManager, IFileSplitProvider fileSplitProvider,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenComparatorFactories, ITypeTraits[] invListsTypeTraits,
+            IBinaryComparatorFactory[] invListComparatorFactories, IBinaryTokenizerFactory tokenizerFactory,
+            IIndexDataflowHelperFactory btreeDataflowHelperFactory,
+            ILocalResourceFactoryProvider localResourceFactoryProvider,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, 0, 0, null, storageManager, fileSplitProvider, lifecycleManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListComparatorFactories, tokenizerFactory,
+                btreeDataflowHelperFactory, null, false, localResourceFactoryProvider,
+                NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackFactory);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new IndexCreateOperatorNodePushable(this, ctx, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelper.java
new file mode 100644
index 0000000..3d8b391
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelper.java
@@ -0,0 +1,79 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public final class LSMInvertedIndexDataflowHelper extends AbstractLSMIndexDataflowHelper {
+
+    public LSMInvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        this(opDesc, ctx, partition, DEFAULT_MEM_PAGE_SIZE, DEFAULT_MEM_NUM_PAGES, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackProvider);
+    }
+
+    public LSMInvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            int memPageSize, int memNumPages, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        super(opDesc, ctx, partition, memPageSize, memNumPages, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackProvider);
+    }
+
+    @Override
+    public IIndex createIndexInstance() throws HyracksDataException {
+        IInvertedIndexOperatorDescriptor invIndexOpDesc = (IInvertedIndexOperatorDescriptor) opDesc;
+        try {
+            ITreeIndexMetaDataFrameFactory metaDataFrameFactory = new LIFOMetaDataFrameFactory();
+            IInMemoryBufferCache memBufferCache = new DualIndexInMemoryBufferCache(new HeapBufferAllocator(),
+                    memPageSize, memNumPages);
+            IInMemoryFreePageManager memFreePageManager = new DualIndexInMemoryFreePageManager(memNumPages,
+                    metaDataFrameFactory);
+            IBufferCache diskBufferCache = opDesc.getStorageManager().getBufferCache(ctx);
+            IFileMapProvider diskFileMapProvider = opDesc.getStorageManager().getFileMapProvider(ctx);
+            LSMInvertedIndex invIndex = InvertedIndexUtils.createLSMInvertedIndex(memBufferCache, memFreePageManager,
+                    diskFileMapProvider, invIndexOpDesc.getInvListsTypeTraits(),
+                    invIndexOpDesc.getInvListsComparatorFactories(), invIndexOpDesc.getTokenTypeTraits(),
+                    invIndexOpDesc.getTokenComparatorFactories(), invIndexOpDesc.getTokenizerFactory(),
+                    diskBufferCache, ctx.getIOManager(), file.getFile().getPath(), mergePolicy, opTrackerFactory,
+                    ioScheduler, ioOpCallbackProvider, partition);
+            return invIndex;
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelperFactory.java
new file mode 100644
index 0000000..9796ebc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelperFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+
+public class LSMInvertedIndexDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public LSMInvertedIndexDataflowHelperFactory(ILSMMergePolicyProvider mergePolicyProvider,
+            ILSMOperationTrackerFactory opTrackerProvider, ILSMIOOperationSchedulerProvider ioSchedulerProvider,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider, int memPageSize, int memNumPages) {
+        super(mergePolicyProvider, opTrackerProvider, ioSchedulerProvider, ioOpCallbackProvider, memPageSize,
+                memNumPages);
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new LSMInvertedIndexDataflowHelper(opDesc, ctx, partition, memPageSize, memNumPages, mergePolicyProvider.getMergePolicy(ctx),
+                opTrackerFactory, ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackProvider);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexInsertUpdateDeleteOperator.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexInsertUpdateDeleteOperator.java
new file mode 100644
index 0000000..3122aa0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexInsertUpdateDeleteOperator.java
@@ -0,0 +1,65 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.dataflow.LSMIndexInsertUpdateDeleteOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMInvertedIndexInsertUpdateDeleteOperator extends AbstractLSMInvertedIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] fieldPermutation;
+    private final IndexOperation op;
+
+    public LSMInvertedIndexInsertUpdateDeleteOperator(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IFileSplitProvider fileSplitProvider,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenComparatorFactories, ITypeTraits[] invListsTypeTraits,
+            IBinaryComparatorFactory[] invListComparatorFactories, IBinaryTokenizerFactory tokenizerFactory,
+            int[] fieldPermutation, IndexOperation op, IIndexDataflowHelperFactory dataflowHelperFactory,
+            ITupleFilterFactory tupleFilterFactory, IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, 1, 1, recDesc, storageManager, fileSplitProvider, lifecycleManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListComparatorFactories, tokenizerFactory,
+                dataflowHelperFactory, tupleFilterFactory, false, NoOpLocalResourceFactoryProvider.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackFactory);
+        this.fieldPermutation = fieldPermutation;
+        this.op = op;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new LSMIndexInsertUpdateDeleteOperatorNodePushable(this, ctx, partition, fieldPermutation,
+                recordDescProvider, op);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java
new file mode 100644
index 0000000..4f97060
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java
@@ -0,0 +1,66 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMInvertedIndexSearchOperatorDescriptor extends AbstractLSMInvertedIndexOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final int queryField;
+    private final IInvertedIndexSearchModifierFactory searchModifierFactory;
+
+    public LSMInvertedIndexSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, int queryField,
+            IStorageManagerInterface storageManager, IFileSplitProvider fileSplitProvider,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenComparatorFactories, ITypeTraits[] invListsTypeTraits,
+            IBinaryComparatorFactory[] invListComparatorFactories,
+            IIndexDataflowHelperFactory btreeDataflowHelperFactory, IBinaryTokenizerFactory queryTokenizerFactory,
+            IInvertedIndexSearchModifierFactory searchModifierFactory, RecordDescriptor recDesc, boolean retainInput,
+            ISearchOperationCallbackFactory searchOpCallbackProvider) {
+        super(spec, 1, 1, recDesc, storageManager, fileSplitProvider, lifecycleManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListComparatorFactories, queryTokenizerFactory,
+                btreeDataflowHelperFactory, null, retainInput, NoOpLocalResourceFactoryProvider.INSTANCE,
+                searchOpCallbackProvider, NoOpOperationCallbackFactory.INSTANCE);
+        this.queryField = queryField;
+        this.searchModifierFactory = searchModifierFactory;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        IInvertedIndexSearchModifier searchModifier = searchModifierFactory.createSearchModifier();
+        return new LSMInvertedIndexSearchOperatorNodePushable(this, ctx, partition, recordDescProvider, queryField,
+                searchModifier);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java
new file mode 100644
index 0000000..d825c02
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java
@@ -0,0 +1,60 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexSearchOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+
+public class LSMInvertedIndexSearchOperatorNodePushable extends IndexSearchOperatorNodePushable {
+
+    protected final IInvertedIndexSearchModifier searchModifier;
+    protected final int queryFieldIndex;
+    protected final int invListFields;
+
+    public LSMInvertedIndexSearchOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, IRecordDescriptorProvider recordDescProvider, int queryFieldIndex,
+            IInvertedIndexSearchModifier searchModifier) {
+        super(opDesc, ctx, partition, recordDescProvider);
+        this.searchModifier = searchModifier;
+        this.queryFieldIndex = queryFieldIndex;
+        // If retainInput is true, the frameTuple is created in IndexSearchOperatorNodePushable.open().
+        if (!opDesc.getRetainInput()) {
+            this.frameTuple = new FrameTupleReference();
+        }
+        AbstractLSMInvertedIndexOperatorDescriptor invIndexOpDesc = (AbstractLSMInvertedIndexOperatorDescriptor) opDesc;
+        invListFields = invIndexOpDesc.getInvListsTypeTraits().length;
+    }
+
+    @Override
+    protected ISearchPredicate createSearchPredicate() {
+        AbstractLSMInvertedIndexOperatorDescriptor invIndexOpDesc = (AbstractLSMInvertedIndexOperatorDescriptor) opDesc;
+        return new InvertedIndexSearchPredicate(invIndexOpDesc.getTokenizerFactory().createTokenizer(), searchModifier);
+    }
+
+    @Override
+    protected void resetSearchPredicate(int tupleIndex) {
+        frameTuple.reset(accessor, tupleIndex);
+        InvertedIndexSearchPredicate invIndexSearchPred = (InvertedIndexSearchPredicate) searchPred;
+        invIndexSearchPred.setQueryTuple(frameTuple);
+        invIndexSearchPred.setQueryFieldIndex(queryFieldIndex);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelper.java
new file mode 100644
index 0000000..c5b4f07
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelper.java
@@ -0,0 +1,79 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.PartitionedLSMInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public final class PartitionedLSMInvertedIndexDataflowHelper extends AbstractLSMIndexDataflowHelper {
+
+    public PartitionedLSMInvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        this(opDesc, ctx, partition, DEFAULT_MEM_PAGE_SIZE, DEFAULT_MEM_NUM_PAGES, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackProvider);
+    }
+
+    public PartitionedLSMInvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, int memPageSize, int memNumPages, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        super(opDesc, ctx, partition, memPageSize, memNumPages, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackProvider);
+    }
+
+    @Override
+    public IIndex createIndexInstance() throws HyracksDataException {
+        IInvertedIndexOperatorDescriptor invIndexOpDesc = (IInvertedIndexOperatorDescriptor) opDesc;
+        try {
+            ITreeIndexMetaDataFrameFactory metaDataFrameFactory = new LIFOMetaDataFrameFactory();
+            IInMemoryBufferCache memBufferCache = new DualIndexInMemoryBufferCache(new HeapBufferAllocator(),
+                    memPageSize, memNumPages);
+            IInMemoryFreePageManager memFreePageManager = new DualIndexInMemoryFreePageManager(memNumPages,
+                    metaDataFrameFactory);
+            IBufferCache diskBufferCache = opDesc.getStorageManager().getBufferCache(ctx);
+            IFileMapProvider diskFileMapProvider = opDesc.getStorageManager().getFileMapProvider(ctx);
+            PartitionedLSMInvertedIndex invIndex = InvertedIndexUtils.createPartitionedLSMInvertedIndex(memBufferCache,
+                    memFreePageManager, diskFileMapProvider, invIndexOpDesc.getInvListsTypeTraits(),
+                    invIndexOpDesc.getInvListsComparatorFactories(), invIndexOpDesc.getTokenTypeTraits(),
+                    invIndexOpDesc.getTokenComparatorFactories(), invIndexOpDesc.getTokenizerFactory(),
+                    diskBufferCache, ctx.getIOManager(), file.getFile().getPath(), mergePolicy, opTrackerFactory,
+                    ioScheduler, ioOpCallbackProvider, partition);
+            return invIndex;
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelperFactory.java
new file mode 100644
index 0000000..8a8aad2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelperFactory.java
@@ -0,0 +1,46 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+
+public class PartitionedLSMInvertedIndexDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public PartitionedLSMInvertedIndexDataflowHelperFactory(ILSMMergePolicyProvider mergePolicyProvider,
+            ILSMOperationTrackerFactory opTrackerProvider, ILSMIOOperationSchedulerProvider ioSchedulerProvider,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider, int memPageSize, int memNumPages) {
+        super(mergePolicyProvider, opTrackerProvider, ioSchedulerProvider, ioOpCallbackProvider, memNumPages,
+                memNumPages);
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new PartitionedLSMInvertedIndexDataflowHelper(opDesc, ctx, partition, memPageSize, memNumPages,
+                mergePolicyProvider.getMergePolicy(ctx), opTrackerFactory, ioSchedulerProvider.getIOScheduler(ctx),
+                ioOpCallbackProvider);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java
new file mode 100644
index 0000000..cc7ff87
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java
@@ -0,0 +1,30 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+
+public class InvertedIndexException extends IndexException {
+    private static final long serialVersionUID = 1L;
+
+    public InvertedIndexException(Exception e) {        
+        super(e);
+    }
+    
+    public InvertedIndexException(String msg) {
+        super(msg);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java
new file mode 100644
index 0000000..bedaa60
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions;
+
+
+
+public class OccurrenceThresholdPanicException extends InvertedIndexException {
+    private static final long serialVersionUID = 1L;
+
+    public OccurrenceThresholdPanicException(String msg) {
+        super(msg);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java
new file mode 100644
index 0000000..34195ce
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java
@@ -0,0 +1,731 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeDuplicateKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractLSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMInvertedIndex extends AbstractLSMIndex implements IInvertedIndex {
+
+    // In-memory components.
+    protected final LSMInvertedIndexMutableComponent mutableComponent;
+    protected final IInMemoryFreePageManager memFreePageManager;
+    protected final IBinaryTokenizerFactory tokenizerFactory;
+
+    // On-disk components.
+    // For creating inverted indexes in flush and merge.
+    protected final ILSMComponentFactory componentFactory;
+
+    // Type traits and comparators for tokens and inverted-list elements.
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+
+    public LSMInvertedIndex(IInMemoryBufferCache memBufferCache, IInMemoryFreePageManager memFreePageManager,
+            OnDiskInvertedIndexFactory diskInvIndexFactory, BTreeFactory deletedKeysBTreeFactory,
+            BloomFilterFactory bloomFilterFactory, ILSMIndexFileManager fileManager,
+            IFileMapProvider diskFileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider)
+            throws IndexException {
+        super(memFreePageManager, diskInvIndexFactory.getBufferCache(), fileManager, diskFileMapProvider, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        this.memFreePageManager = memFreePageManager;
+        this.tokenizerFactory = tokenizerFactory;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        // Create in-memory component.
+        InMemoryInvertedIndex memInvIndex = createInMemoryInvertedIndex(memBufferCache);
+        BTree deleteKeysBTree = BTreeUtils.createBTree(memBufferCache, memFreePageManager,
+                ((InMemoryBufferCache) memBufferCache).getFileMapProvider(), invListTypeTraits, invListCmpFactories,
+                BTreeLeafFrameType.REGULAR_NSM, new FileReference(new File("membtree")));
+        mutableComponent = new LSMInvertedIndexMutableComponent(memInvIndex, deleteKeysBTree, memFreePageManager);
+        componentFactory = new LSMInvertedIndexComponentFactory(diskInvIndexFactory, deletedKeysBTreeFactory,
+                bloomFilterFactory);
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+
+        fileManager.deleteDirs();
+        fileManager.createDirs();
+        componentsRef.get().clear();
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            return;
+        }
+        try {
+            List<ILSMComponent> immutableComponents = componentsRef.get();
+            ((InMemoryBufferCache) mutableComponent.getInvIndex().getBufferCache()).open();
+            mutableComponent.getInvIndex().create();
+            mutableComponent.getInvIndex().activate();
+            mutableComponent.getDeletedKeysBTree().create();
+            mutableComponent.getDeletedKeysBTree().activate();
+            immutableComponents.clear();
+            List<LSMComponentFileReferences> validFileReferences = fileManager.cleanupAndGetValidFiles();
+            for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+                LSMInvertedIndexImmutableComponent component;
+                try {
+                    component = createDiskInvIndexComponent(componentFactory,
+                            lsmComonentFileReference.getInsertIndexFileReference(),
+                            lsmComonentFileReference.getDeleteIndexFileReference(),
+                            lsmComonentFileReference.getBloomFilterFileReference(), false);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+                immutableComponents.add(component);
+            }
+            isActivated = true;
+            // TODO: Maybe we can make activate throw an index exception?
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        mutableComponent.getInvIndex().clear();
+        mutableComponent.getDeletedKeysBTree().clear();
+        for (ILSMComponent c : immutableComponents) {
+            LSMInvertedIndexImmutableComponent component = (LSMInvertedIndexImmutableComponent) c;
+            component.getBloomFilter().deactivate();
+            component.getInvIndex().deactivate();
+            component.getDeletedKeysBTree().deactivate();
+            component.getBloomFilter().destroy();
+            component.getInvIndex().destroy();
+            component.getDeletedKeysBTree().destroy();
+        }
+        immutableComponents.clear();
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        if (!isActivated) {
+            return;
+        }
+
+        isActivated = false;
+
+        if (flushOnExit) {
+            BlockingIOOperationCallbackWrapper blockingCallBack = new BlockingIOOperationCallbackWrapper(
+                    ioOpCallbackProvider.getIOOperationCallback(this));
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            accessor.scheduleFlush(blockingCallBack);
+            try {
+                blockingCallBack.waitForIO();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            LSMInvertedIndexImmutableComponent component = (LSMInvertedIndexImmutableComponent) c;
+            component.getBloomFilter().deactivate();
+            component.getInvIndex().deactivate();
+            component.getDeletedKeysBTree().deactivate();
+        }
+        mutableComponent.getInvIndex().deactivate();
+        mutableComponent.getDeletedKeysBTree().deactivate();
+        mutableComponent.getInvIndex().destroy();
+        mutableComponent.getDeletedKeysBTree().destroy();
+        ((InMemoryBufferCache) mutableComponent.getInvIndex().getBufferCache()).close();
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        deactivate(true);
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+
+        mutableComponent.getInvIndex().destroy();
+        mutableComponent.getDeletedKeysBTree().destroy();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            LSMInvertedIndexImmutableComponent component = (LSMInvertedIndexImmutableComponent) c;
+            component.getInvIndex().destroy();
+            component.getDeletedKeysBTree().destroy();
+            component.getBloomFilter().destroy();
+        }
+        fileManager.deleteDirs();
+    }
+
+    @Override
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) {
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        operationalComponents.clear();
+        switch (ctx.getOperation()) {
+            case FLUSH:
+            case DELETE:
+            case INSERT:
+                operationalComponents.add(mutableComponent);
+                break;
+            case SEARCH:
+                operationalComponents.add(mutableComponent);
+                operationalComponents.addAll(immutableComponents);
+                break;
+            case MERGE:
+                operationalComponents.addAll(immutableComponents);
+                break;
+            default:
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+        }
+    }
+
+    /**
+     * The keys in the in-memory deleted-keys BTree only refer to on-disk components.
+     * We delete documents from the in-memory inverted index by deleting its entries directly,
+     * while still adding the deleted key to the deleted-keys BTree.
+     * Otherwise, inserts would have to remove keys from the in-memory deleted-keys BTree which
+     * may cause incorrect behavior (lost deletes) in the following pathological case:
+     * Insert doc 1, flush, delete doc 1, insert doc 1
+     * After the sequence above doc 1 will now appear twice because the delete of the on-disk doc 1 has been lost.
+     * Insert:
+     * - Insert document into in-memory inverted index.
+     * Delete:
+     * - Delete document from in-memory inverted index (ignore if it does not exist).
+     * - Insert key into deleted-keys BTree.
+     */
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        LSMInvertedIndexOpContext ctx = (LSMInvertedIndexOpContext) ictx;
+        // TODO: This is a hack to support logging properly in ASTERIX.
+        // The proper undo operations are only dependent on the after image so 
+        // it is correct to say we found nothing (null) as the before image (at least 
+        // in the perspective of ASTERIX). The semantics for the operation callbacks 
+        // are violated here (and they are somewhat unclear in the first place as to 
+        // what they should be for an inverted index).
+        ctx.modificationCallback.before(tuple);
+        ctx.modificationCallback.found(null, tuple);
+        switch (ctx.getOperation()) {
+            case INSERT: {
+                // Insert into the in-memory inverted index.                
+                ctx.memInvIndexAccessor.insert(tuple);
+                break;
+            }
+            case DELETE: {
+                // First remove all entries in the in-memory inverted index (if any).
+                ctx.memInvIndexAccessor.delete(tuple);
+                // Insert key into the deleted-keys BTree.
+                ctx.keysOnlyTuple.reset(tuple);
+                try {
+                    ctx.deletedKeysBTreeAccessor.insert(ctx.keysOnlyTuple);
+                } catch (BTreeDuplicateKeyException e) {
+                    // Key has already been deleted.
+                }
+                break;
+            }
+            default: {
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+            }
+        }
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        List<ILSMComponent> operationalComponents = ictx.getComponentHolder();
+        int numComponents = operationalComponents.size();
+        assert numComponents > 0;
+        boolean includeMutableComponent = operationalComponents.get(0) == mutableComponent;
+        ArrayList<IIndexAccessor> indexAccessors = new ArrayList<IIndexAccessor>(numComponents);
+        ArrayList<IIndexAccessor> deletedKeysBTreeAccessors = new ArrayList<IIndexAccessor>(numComponents);
+        if (includeMutableComponent) {
+            IIndexAccessor invIndexAccessor = mutableComponent.getInvIndex().createAccessor(
+                    NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            indexAccessors.add(invIndexAccessor);
+            IIndexAccessor deletedKeysAccessor = mutableComponent.getDeletedKeysBTree().createAccessor(
+                    NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            deletedKeysBTreeAccessors.add(deletedKeysAccessor);
+        }
+
+        for (int i = includeMutableComponent ? 1 : 0; i < operationalComponents.size(); i++) {
+            LSMInvertedIndexImmutableComponent component = (LSMInvertedIndexImmutableComponent) operationalComponents
+                    .get(i);
+            IIndexAccessor invIndexAccessor = component.getInvIndex().createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            indexAccessors.add(invIndexAccessor);
+            IIndexAccessor deletedKeysAccessor = component.getDeletedKeysBTree().createAccessor(
+                    NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            deletedKeysBTreeAccessors.add(deletedKeysAccessor);
+        }
+
+        ICursorInitialState initState = createCursorInitialState(pred, ictx, includeMutableComponent, indexAccessors,
+                deletedKeysBTreeAccessors);
+        cursor.open(initState, pred);
+    }
+
+    private ICursorInitialState createCursorInitialState(ISearchPredicate pred, IIndexOperationContext ictx,
+            boolean includeMutableComponent, ArrayList<IIndexAccessor> indexAccessors,
+            ArrayList<IIndexAccessor> deletedKeysBTreeAccessors) {
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        ICursorInitialState initState = null;
+        PermutingTupleReference keysOnlyTuple = createKeysOnlyTupleReference();
+        MultiComparator keyCmp = MultiComparator.createIgnoreFieldLength(invListCmpFactories);
+        List<ILSMComponent> operationalComponents = new ArrayList<ILSMComponent>();
+        if (includeMutableComponent) {
+            operationalComponents.add(mutableComponent);
+        }
+        operationalComponents.addAll(immutableComponents);
+
+        // TODO: This check is not pretty, but it does the job. Come up with something more OO in the future.
+        // Distinguish between regular searches and range searches (mostly used in merges).
+        if (pred instanceof InvertedIndexSearchPredicate) {
+            initState = new LSMInvertedIndexSearchCursorInitialState(keyCmp, keysOnlyTuple, indexAccessors,
+                    deletedKeysBTreeAccessors, mutableComponent.getDeletedKeysBTree().getLeafFrameFactory(), ictx,
+                    includeMutableComponent, lsmHarness, operationalComponents);
+        } else {
+            InMemoryInvertedIndex memInvIndex = (InMemoryInvertedIndex) mutableComponent.getInvIndex();
+            MultiComparator tokensAndKeysCmp = MultiComparator.create(memInvIndex.getBTree().getComparatorFactories());
+            initState = new LSMInvertedIndexRangeSearchCursorInitialState(tokensAndKeysCmp, keyCmp, keysOnlyTuple,
+                    mutableComponent.getDeletedKeysBTree().getLeafFrameFactory(), includeMutableComponent, lsmHarness,
+                    indexAccessors, deletedKeysBTreeAccessors, pred, operationalComponents);
+        }
+        return initState;
+    }
+
+    /**
+     * Returns a permuting tuple reference that projects away the document field(s) of a tuple, only leaving the key fields.
+     */
+    private PermutingTupleReference createKeysOnlyTupleReference() {
+        // Project away token fields.
+        int[] keyFieldPermutation = new int[invListTypeTraits.length];
+        int numTokenFields = tokenTypeTraits.length;
+        for (int i = 0; i < invListTypeTraits.length; i++) {
+            keyFieldPermutation[i] = numTokenFields + i;
+        }
+        return new PermutingTupleReference(keyFieldPermutation);
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        LSMInvertedIndexOpContext opCtx = createOpContext(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        ILSMComponent flushingComponent = ctx.getComponentHolder().get(0);
+        opCtx.setOperation(IndexOperation.FLUSH);
+        opCtx.getComponentHolder().add(flushingComponent);
+        ioScheduler.scheduleOperation(new LSMInvertedIndexFlushOperation(new LSMInvertedIndexAccessor(this, lsmHarness,
+                fileManager, opCtx), mutableComponent, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getDeleteIndexFileReference(), componentFileRefs.getBloomFilterFileReference(),
+                callback));
+    }
+
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMInvertedIndexFlushOperation flushOp = (LSMInvertedIndexFlushOperation) operation;
+
+        // Create an inverted index instance to be bulk loaded.
+        LSMInvertedIndexImmutableComponent component = createDiskInvIndexComponent(componentFactory,
+                flushOp.getDictBTreeFlushTarget(), flushOp.getDeletedKeysBTreeFlushTarget(),
+                flushOp.getBloomFilterFlushTarget(), true);
+        IInvertedIndex diskInvertedIndex = component.getInvIndex();
+
+        // Create a scan cursor on the BTree underlying the in-memory inverted index.
+        LSMInvertedIndexMutableComponent flushingComponent = flushOp.getFlushingComponent();
+        InMemoryInvertedIndexAccessor memInvIndexAccessor = (InMemoryInvertedIndexAccessor) flushingComponent
+                .getInvIndex().createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        BTreeAccessor memBTreeAccessor = memInvIndexAccessor.getBTreeAccessor();
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, null, null);
+        IIndexCursor scanCursor = memBTreeAccessor.createSearchCursor();
+        memBTreeAccessor.search(scanCursor, nullPred);
+
+        // Bulk load the disk inverted index from the in-memory inverted index.
+        IIndexBulkLoader invIndexBulkLoader = diskInvertedIndex.createBulkLoader(1.0f, false, 0L);
+        try {
+            while (scanCursor.hasNext()) {
+                scanCursor.next();
+                invIndexBulkLoader.add(scanCursor.getTuple());
+            }
+        } finally {
+            scanCursor.close();
+        }
+        invIndexBulkLoader.end();
+
+        IIndexAccessor deletedKeysBTreeAccessor = flushingComponent.getDeletedKeysBTree().createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IIndexCursor btreeCountingCursor = ((BTreeAccessor) deletedKeysBTreeAccessor).createCountingSearchCursor();
+        deletedKeysBTreeAccessor.search(btreeCountingCursor, nullPred);
+        long numBTreeTuples = 0L;
+        try {
+            while (btreeCountingCursor.hasNext()) {
+                btreeCountingCursor.next();
+                ITupleReference countTuple = btreeCountingCursor.getTuple();
+                numBTreeTuples = IntegerSerializerDeserializer.getInt(countTuple.getFieldData(0),
+                        countTuple.getFieldStart(0));
+            }
+        } finally {
+            btreeCountingCursor.close();
+        }
+
+        if (numBTreeTuples > 0) {
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numBTreeTuples);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    MAX_BLOOM_FILTER_ACCEPTABLE_FALSE_POSITIVE_RATE);
+
+            // Create an BTree instance for the deleted keys.
+            BTree diskDeletedKeysBTree = component.getDeletedKeysBTree();
+
+            // Create a scan cursor on the deleted keys BTree underlying the in-memory inverted index.
+            IIndexCursor deletedKeysScanCursor = deletedKeysBTreeAccessor.createSearchCursor();
+            deletedKeysBTreeAccessor.search(deletedKeysScanCursor, nullPred);
+
+            // Bulk load the deleted-keys BTree.
+            IIndexBulkLoader deletedKeysBTreeBulkLoader = diskDeletedKeysBTree.createBulkLoader(1.0f, false, 0L);
+            IIndexBulkLoader builder = component.getBloomFilter().createBuilder(numBTreeTuples,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+
+            try {
+                while (deletedKeysScanCursor.hasNext()) {
+                    deletedKeysScanCursor.next();
+                    deletedKeysBTreeBulkLoader.add(deletedKeysScanCursor.getTuple());
+                    builder.add(deletedKeysScanCursor.getTuple());
+                }
+            } finally {
+                deletedKeysScanCursor.close();
+                builder.end();
+            }
+            deletedKeysBTreeBulkLoader.end();
+        }
+
+        return component;
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        LSMInvertedIndexOpContext ictx = createOpContext(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        ictx.getComponentHolder().addAll(mergingComponents);
+        IIndexCursor cursor = new LSMInvertedIndexRangeSearchCursor(ictx);
+        RangePredicate mergePred = new RangePredicate(null, null, true, true, null, null);
+
+        // Scan diskInvertedIndexes ignoring the memoryInvertedIndex.
+        search(ictx, cursor, mergePred);
+
+        ictx.setOperation(IndexOperation.MERGE);
+        LSMInvertedIndexImmutableComponent firstComponent = (LSMInvertedIndexImmutableComponent) mergingComponents
+                .get(0);
+        OnDiskInvertedIndex firstInvIndex = (OnDiskInvertedIndex) firstComponent.getInvIndex();
+        String firstFileName = firstInvIndex.getBTree().getFileReference().getFile().getName();
+
+        LSMInvertedIndexImmutableComponent lastComponent = (LSMInvertedIndexImmutableComponent) mergingComponents
+                .get(mergingComponents.size() - 1);
+        OnDiskInvertedIndex lastInvIndex = (OnDiskInvertedIndex) lastComponent.getInvIndex();
+        String lastFileName = lastInvIndex.getBTree().getFileReference().getFile().getName();
+
+        LSMComponentFileReferences relMergeFileRefs = fileManager.getRelMergeFileReference(firstFileName, lastFileName);
+        ILSMIndexAccessorInternal accessor = new LSMInvertedIndexAccessor(this, lsmHarness, fileManager, ictx);
+        ioScheduler.scheduleOperation(new LSMInvertedIndexMergeOperation(accessor, mergingComponents, cursor,
+                relMergeFileRefs.getInsertIndexFileReference(), relMergeFileRefs.getDeleteIndexFileReference(),
+                relMergeFileRefs.getBloomFilterFileReference(), callback));
+    }
+
+    @Override
+    public ILSMComponent merge(List<ILSMComponent> mergedComponents, ILSMIOOperation operation)
+            throws HyracksDataException, IndexException {
+        LSMInvertedIndexMergeOperation mergeOp = (LSMInvertedIndexMergeOperation) operation;
+
+        // Create an inverted index instance.
+        LSMInvertedIndexImmutableComponent component = createDiskInvIndexComponent(componentFactory,
+                mergeOp.getDictBTreeMergeTarget(), mergeOp.getDeletedKeysBTreeMergeTarget(),
+                mergeOp.getBloomFilterMergeTarget(), true);
+
+        IInvertedIndex mergedDiskInvertedIndex = component.getInvIndex();
+        IIndexCursor cursor = mergeOp.getCursor();
+        IIndexBulkLoader invIndexBulkLoader = mergedDiskInvertedIndex.createBulkLoader(1.0f, true, 0L);
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference tuple = cursor.getTuple();
+                invIndexBulkLoader.add(tuple);
+            }
+        } finally {
+            cursor.close();
+        }
+        invIndexBulkLoader.end();
+
+        // Add the merged components for cleanup.
+        mergedComponents.addAll(mergeOp.getMergingComponents());
+
+        return component;
+    }
+
+    private ILSMComponent createBulkLoadTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        return createDiskInvIndexComponent(componentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getDeleteIndexFileReference(), componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+            throws IndexException {
+        return new LSMInvertedIndexBulkLoader(fillFactor, verifyInput, numElementsHint);
+    }
+
+    public class LSMInvertedIndexBulkLoader implements IIndexBulkLoader {
+        private final ILSMComponent component;
+        private final IIndexBulkLoader invIndexBulkLoader;
+
+        public LSMInvertedIndexBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+                throws IndexException {
+            // Note that by using a flush target file name, we state that the
+            // new bulk loaded tree is "newer" than any other merged tree.
+            try {
+                component = createBulkLoadTarget();
+            } catch (HyracksDataException e) {
+                throw new TreeIndexException(e);
+            } catch (IndexException e) {
+                throw new TreeIndexException(e);
+            }
+            invIndexBulkLoader = ((LSMInvertedIndexImmutableComponent) component).getInvIndex().createBulkLoader(
+                    fillFactor, verifyInput, numElementsHint);
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                invIndexBulkLoader.add(tuple);
+            } catch (IndexException e) {
+                handleException();
+                throw e;
+            } catch (HyracksDataException e) {
+                handleException();
+                throw e;
+            } catch (RuntimeException e) {
+                handleException();
+                throw e;
+            }
+        }
+
+        protected void handleException() throws HyracksDataException {
+            ((LSMInvertedIndexImmutableComponent) component).getInvIndex().deactivate();
+            ((LSMInvertedIndexImmutableComponent) component).getInvIndex().destroy();
+            ((LSMInvertedIndexImmutableComponent) component).getDeletedKeysBTree().deactivate();
+            ((LSMInvertedIndexImmutableComponent) component).getDeletedKeysBTree().destroy();
+            ((LSMInvertedIndexImmutableComponent) component).getBloomFilter().deactivate();
+            ((LSMInvertedIndexImmutableComponent) component).getBloomFilter().destroy();
+        }
+
+        @Override
+        public void end() throws IndexException, HyracksDataException {
+            invIndexBulkLoader.end();
+            lsmHarness.addBulkLoadedComponent(component);
+        }
+    }
+
+    protected InMemoryInvertedIndex createInMemoryInvertedIndex(IInMemoryBufferCache memBufferCache)
+            throws IndexException {
+        return InvertedIndexUtils.createInMemoryBTreeInvertedindex(memBufferCache, memFreePageManager,
+                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory);
+    }
+
+    protected LSMInvertedIndexImmutableComponent createDiskInvIndexComponent(ILSMComponentFactory factory,
+            FileReference dictBTreeFileRef, FileReference btreeFileRef, FileReference bloomFilterFileRef, boolean create)
+            throws HyracksDataException, IndexException {
+        LSMInvertedIndexImmutableComponent component = (LSMInvertedIndexImmutableComponent) factory
+                .createLSMComponentInstance(new LSMComponentFileReferences(dictBTreeFileRef, btreeFileRef,
+                        bloomFilterFileRef));
+        if (create) {
+            component.getInvIndex().create();
+            component.getDeletedKeysBTree().create();
+            component.getBloomFilter().create();
+        }
+        // Will be closed during cleanup of merge().
+        component.getInvIndex().activate();
+        component.getDeletedKeysBTree().activate();
+        component.getBloomFilter().activate();
+        return component;
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMInvertedIndexAccessor(this, lsmHarness, fileManager, createOpContext(modificationCallback,
+                searchCallback));
+    }
+
+    private LSMInvertedIndexOpContext createOpContext(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMInvertedIndexOpContext(mutableComponent.getInvIndex(), mutableComponent.getDeletedKeysBTree(),
+                modificationCallback, searchCallback);
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        throw new UnsupportedOperationException("Cannot create inverted list cursor on lsm inverted index.");
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Cannot open inverted list cursor on lsm inverted index.");
+    }
+
+    @Override
+    public ITypeTraits[] getInvListTypeTraits() {
+        return invListTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getInvListCmpFactories() {
+        return invListCmpFactories;
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        InMemoryBufferCache memBufferCache = (InMemoryBufferCache) mutableComponent.getInvIndex().getBufferCache();
+        return memBufferCache.getNumPages() * memBufferCache.getPageSize();
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenCmpFactories() {
+        return tokenCmpFactories;
+    }
+
+    public IBinaryTokenizerFactory getTokenizerFactory() {
+        return tokenizerFactory;
+    }
+
+    protected void forceFlushInvListsFileDirtyPages(OnDiskInvertedIndex invIndex) throws HyracksDataException {
+        int fileId = invIndex.getInvListsFileId();
+        IBufferCache bufferCache = invIndex.getBufferCache();
+        int startPageId = 0;
+        int maxPageId = invIndex.getInvListsMaxPageId();
+        forceFlushDirtyPages(bufferCache, fileId, startPageId, maxPageId);
+    }
+
+    @Override
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException {
+        LSMInvertedIndexImmutableComponent invIndexComponent = (LSMInvertedIndexImmutableComponent) lsmComponent;
+        OnDiskInvertedIndex invIndex = (OnDiskInvertedIndex) invIndexComponent.getInvIndex();
+        // Flush the bloom filter first.
+        int fileId = invIndexComponent.getBloomFilter().getFileId();
+        IBufferCache bufferCache = invIndex.getBufferCache();
+        int startPage = 0;
+        int maxPage = invIndexComponent.getBloomFilter().getNumPages();
+        forceFlushDirtyPages(bufferCache, fileId, startPage, maxPage);
+
+        // Flush inverted index second.
+        forceFlushDirtyPages(invIndex.getBTree());
+        forceFlushInvListsFileDirtyPages(invIndex);
+        markAsValidInternal(invIndex.getBTree());
+
+        // Flush deleted keys BTree.
+        forceFlushDirtyPages(invIndexComponent.getDeletedKeysBTree());
+        markAsValidInternal(invIndexComponent.getDeletedKeysBTree());
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        mutableComponent.getInvIndex().validate();
+        mutableComponent.getDeletedKeysBTree().validate();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            LSMInvertedIndexImmutableComponent component = (LSMInvertedIndexImmutableComponent) c;
+            component.getInvIndex().validate();
+            component.getDeletedKeysBTree().validate();
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java
new file mode 100644
index 0000000..7f7d3cd
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java
@@ -0,0 +1,171 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+
+public class LSMInvertedIndexAccessor implements ILSMIndexAccessorInternal, IInvertedIndexAccessor {
+
+    protected final ILSMHarness lsmHarness;
+    protected final ILSMIndexFileManager fileManager;
+    protected final ILSMIndexOperationContext ctx;
+    protected final LSMInvertedIndex invIndex;
+
+    public LSMInvertedIndexAccessor(LSMInvertedIndex invIndex, ILSMHarness lsmHarness,
+            ILSMIndexFileManager fileManager, ILSMIndexOperationContext ctx) {
+        this.lsmHarness = lsmHarness;
+        this.fileManager = fileManager;
+        this.ctx = ctx;
+        this.invIndex = invIndex;
+    }
+
+    @Override
+    public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public boolean tryInsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public boolean tryDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.SEARCH);
+        lsmHarness.search(ctx, cursor, searchPred);
+    }
+
+    public IIndexCursor createSearchCursor() {
+        return new LSMInvertedIndexSearchCursor();
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIOOperationCallback callback) throws HyracksDataException {
+        ctx.setOperation(IndexOperation.FLUSH);
+        lsmHarness.scheduleFlush(ctx, callback);
+    }
+
+    @Override
+    public void flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        lsmHarness.flush(ctx, operation);
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIOOperationCallback callback) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.MERGE);
+        lsmHarness.scheduleMerge(ctx, callback);
+    }
+
+    @Override
+    public void merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        lsmHarness.merge(ctx, operation);
+    }
+
+    @Override
+    public IIndexCursor createRangeSearchCursor() {
+        return new LSMInvertedIndexRangeSearchCursor(ctx);
+    }
+
+    @Override
+    public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+        search(cursor, searchPred);
+    }
+
+    @Override
+    public void noOp() throws HyracksDataException {
+        lsmHarness.noOp(ctx);
+    }
+
+    @Override
+    public void forcePhysicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Physical delete not supported by lsm inverted index.");
+    }
+
+    @Override
+    public void forceInsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+
+    @Override
+    public void forceDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+
+    @Override
+    public void physicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Physical delete not supported by lsm inverted index.");
+    }
+
+    @Override
+    public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Update not supported by lsm inverted index.");
+    }
+
+    @Override
+    public void upsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Upsert not supported by lsm inverted index.");
+    }
+
+    @Override
+    public boolean tryUpdate(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Update not supported by lsm inverted index.");
+    }
+
+    @Override
+    public boolean tryUpsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Upsert not supported by lsm inverted index.");
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        throw new UnsupportedOperationException("Cannot create inverted list cursor on lsm inverted index.");
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+            throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Cannot open inverted list cursor on lsm inverted index.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexComponentFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexComponentFactory.java
new file mode 100644
index 0000000..1f4db63
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexComponentFactory.java
@@ -0,0 +1,53 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LSMInvertedIndexComponentFactory implements ILSMComponentFactory {
+    private final OnDiskInvertedIndexFactory diskInvIndexFactory;
+    private final TreeIndexFactory<BTree> btreeFactory;
+    private final BloomFilterFactory bloomFilterFactory;
+
+    public LSMInvertedIndexComponentFactory(OnDiskInvertedIndexFactory diskInvIndexFactory,
+            TreeIndexFactory<BTree> btreeFactory, BloomFilterFactory bloomFilterFactory) {
+        this.diskInvIndexFactory = diskInvIndexFactory;
+        this.btreeFactory = btreeFactory;
+        this.bloomFilterFactory = bloomFilterFactory;
+    }
+
+    @Override
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException,
+            HyracksDataException {
+        return new LSMInvertedIndexImmutableComponent(diskInvIndexFactory.createIndexInstance(cfr
+                .getInsertIndexFileReference()), btreeFactory.createIndexInstance(cfr.getDeleteIndexFileReference()),
+                bloomFilterFactory.createBloomFiltertInstance(cfr.getBloomFilterFileReference()));
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return diskInvIndexFactory.getBufferCache();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java
new file mode 100644
index 0000000..ccba624
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java
@@ -0,0 +1,214 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Date;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexFileNameMapper;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+// TODO: Refactor for better code sharing with other file managers.
+public class LSMInvertedIndexFileManager extends AbstractLSMIndexFileManager implements IInvertedIndexFileNameMapper {
+    private static final String DICT_BTREE_SUFFIX = "b";
+    private static final String INVLISTS_SUFFIX = "i";
+    private static final String DELETED_KEYS_BTREE_SUFFIX = "d";
+
+    // We only need a BTree factory because the inverted indexes consistency is validated against its dictionary BTree.
+    private final BTreeFactory btreeFactory;
+
+    private static FilenameFilter dictBTreeFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(DICT_BTREE_SUFFIX);
+        }
+    };
+
+    private static FilenameFilter invListFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(INVLISTS_SUFFIX);
+        }
+    };
+
+    private static FilenameFilter deletedKeysBTreeFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(DELETED_KEYS_BTREE_SUFFIX);
+        }
+    };
+
+    public LSMInvertedIndexFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider, FileReference file,
+            BTreeFactory btreeFactory, int startIODeviceIndex) {
+        super(ioManager, fileMapProvider, file, null, startIODeviceIndex);
+        this.btreeFactory = btreeFactory;
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelFlushFileReference() {
+        Date date = new Date();
+        String ts = formatter.format(date);
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        // Begin timestamp and end timestamp are identical since it is a flush
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + DICT_BTREE_SUFFIX),
+                createFlushFile(baseName + SPLIT_STRING + DELETED_KEYS_BTREE_SUFFIX), createFlushFile(baseName
+                        + SPLIT_STRING + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException {
+        String[] firstTimestampRange = firstFileName.split(SPLIT_STRING);
+        String[] lastTimestampRange = lastFileName.split(SPLIT_STRING);
+
+        String baseName = baseDir + firstTimestampRange[0] + SPLIT_STRING + lastTimestampRange[1];
+        // Get the range of timestamps by taking the earliest and the latest timestamps
+        return new LSMComponentFileReferences(createMergeFile(baseName + SPLIT_STRING + DICT_BTREE_SUFFIX),
+                createMergeFile(baseName + SPLIT_STRING + DELETED_KEYS_BTREE_SUFFIX), createMergeFile(baseName
+                        + SPLIT_STRING + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException {
+        List<LSMComponentFileReferences> validFiles = new ArrayList<LSMComponentFileReferences>();
+        ArrayList<ComparableFileName> allDictBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allInvListsFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allDeletedKeysBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBloomFilterFiles = new ArrayList<ComparableFileName>();
+
+        // Gather files from all IODeviceHandles.
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            cleanupAndGetValidFilesInternal(dev, deletedKeysBTreeFilter, btreeFactory, allDeletedKeysBTreeFiles);
+            HashSet<String> deletedKeysBTreeFilesSet = new HashSet<String>();
+            for (ComparableFileName cmpFileName : allDeletedKeysBTreeFiles) {
+                int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+                deletedKeysBTreeFilesSet.add(cmpFileName.fileName.substring(0, index));
+            }
+
+            // TODO: do we really need to validate the inverted lists files or is validating the dict. BTrees is enough?
+            validateFiles(dev, deletedKeysBTreeFilesSet, allInvListsFiles, invListFilter, null);
+            validateFiles(dev, deletedKeysBTreeFilesSet, allDictBTreeFiles, dictBTreeFilter, btreeFactory);
+            validateFiles(dev, deletedKeysBTreeFilesSet, allBloomFilterFiles, bloomFilterFilter, null);
+        }
+        // Sanity check.
+        if (allDictBTreeFiles.size() != allInvListsFiles.size()
+                || allDictBTreeFiles.size() != allDeletedKeysBTreeFiles.size()
+                || allDictBTreeFiles.size() != allBloomFilterFiles.size()) {
+            throw new HyracksDataException(
+                    "Unequal number of valid Dictionary BTree, Inverted Lists, Deleted BTree, and Bloom Filter files found. Aborting cleanup.");
+        }
+
+        // Trivial cases.
+        if (allDictBTreeFiles.isEmpty() || allInvListsFiles.isEmpty() || allDeletedKeysBTreeFiles.isEmpty()
+                || allBloomFilterFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allDictBTreeFiles.size() == 1 && allInvListsFiles.size() == 1 && allDeletedKeysBTreeFiles.size() == 1
+                && allBloomFilterFiles.size() == 1) {
+            validFiles.add(new LSMComponentFileReferences(allDictBTreeFiles.get(0).fileRef, allDeletedKeysBTreeFiles
+                    .get(0).fileRef, allBloomFilterFiles.get(0).fileRef));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allDeletedKeysBTreeFiles);
+        Collections.sort(allDictBTreeFiles);
+        Collections.sort(allBloomFilterFiles);
+
+        List<ComparableFileName> validComparableDictBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastDictBTree = allDictBTreeFiles.get(0);
+        validComparableDictBTreeFiles.add(lastDictBTree);
+
+        List<ComparableFileName> validComparableDeletedKeysBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastDeletedKeysBTree = allDeletedKeysBTreeFiles.get(0);
+        validComparableDeletedKeysBTreeFiles.add(lastDeletedKeysBTree);
+
+        List<ComparableFileName> validComparableBloomFilterFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBloomFilter = allBloomFilterFiles.get(0);
+        validComparableBloomFilterFiles.add(lastBloomFilter);
+
+        for (int i = 1; i < allDictBTreeFiles.size(); i++) {
+            ComparableFileName currentRTree = allDictBTreeFiles.get(i);
+            ComparableFileName currentBTree = allDictBTreeFiles.get(i);
+            ComparableFileName currentBloomFilter = allBloomFilterFiles.get(i);
+            // Current start timestamp is greater than last stop timestamp.
+            if (currentRTree.interval[0].compareTo(lastDeletedKeysBTree.interval[1]) > 0
+                    && currentBTree.interval[0].compareTo(lastDeletedKeysBTree.interval[1]) > 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[1]) > 0) {
+                validComparableDictBTreeFiles.add(currentRTree);
+                validComparableDeletedKeysBTreeFiles.add(currentBTree);
+                validComparableBloomFilterFiles.add(currentBloomFilter);
+                lastDictBTree = currentRTree;
+                lastDeletedKeysBTree = currentBTree;
+                lastBloomFilter = currentBloomFilter;
+            } else if (currentRTree.interval[0].compareTo(lastDictBTree.interval[0]) >= 0
+                    && currentRTree.interval[1].compareTo(lastDictBTree.interval[1]) <= 0
+                    && currentBTree.interval[0].compareTo(lastDeletedKeysBTree.interval[0]) >= 0
+                    && currentBTree.interval[1].compareTo(lastDeletedKeysBTree.interval[1]) <= 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[0]) >= 0
+                    && currentBloomFilter.interval[1].compareTo(lastBloomFilter.interval[1]) <= 0) {
+                // Invalid files are completely contained in last interval.
+                File invalidRTreeFile = new File(currentRTree.fullPath);
+                invalidRTreeFile.delete();
+                File invalidBTreeFile = new File(currentBTree.fullPath);
+                invalidBTreeFile.delete();
+                File invalidBloomFilterFile = new File(currentBloomFilter.fullPath);
+                invalidBloomFilterFile.delete();
+            } else {
+                // This scenario should not be possible.
+                throw new HyracksDataException("Found LSM files with overlapping but not contained timetamp intervals.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer
+        // files come first.
+        Collections.sort(validComparableDictBTreeFiles, recencyCmp);
+        Collections.sort(validComparableDeletedKeysBTreeFiles, recencyCmp);
+        Collections.sort(validComparableBloomFilterFiles, recencyCmp);
+
+        Iterator<ComparableFileName> dictBTreeFileIter = validComparableDictBTreeFiles.iterator();
+        Iterator<ComparableFileName> deletedKeysBTreeIter = validComparableDeletedKeysBTreeFiles.iterator();
+        Iterator<ComparableFileName> bloomFilterFileIter = validComparableBloomFilterFiles.iterator();
+        while (dictBTreeFileIter.hasNext() && deletedKeysBTreeIter.hasNext()) {
+            ComparableFileName cmpDictBTreeFile = dictBTreeFileIter.next();
+            ComparableFileName cmpDeletedKeysBTreeFile = deletedKeysBTreeIter.next();
+            ComparableFileName cmpBloomFilterFileName = bloomFilterFileIter.next();
+            validFiles.add(new LSMComponentFileReferences(cmpDictBTreeFile.fileRef, cmpDeletedKeysBTreeFile.fileRef,
+                    cmpBloomFilterFileName.fileRef));
+        }
+
+        return validFiles;
+    }
+
+    @Override
+    public String getInvListsFilePath(String dictBTreeFilePath) {
+        int index = dictBTreeFilePath.lastIndexOf(SPLIT_STRING);
+        String file = dictBTreeFilePath.substring(0, index);
+        return file + SPLIT_STRING + INVLISTS_SUFFIX;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java
new file mode 100644
index 0000000..eedf0da
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java
@@ -0,0 +1,90 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMInvertedIndexFlushOperation implements ILSMIOOperation {
+    private final ILSMIndexAccessorInternal accessor;
+    private final LSMInvertedIndexMutableComponent flushingComponent;
+    private final FileReference dictBTreeFlushTarget;
+    private final FileReference deletedKeysBTreeFlushTarget;
+    private final FileReference bloomFilterFlushTarget;
+    private final ILSMIOOperationCallback callback;
+
+    public LSMInvertedIndexFlushOperation(ILSMIndexAccessorInternal accessor,
+            LSMInvertedIndexMutableComponent flushingComponent, FileReference dictBTreeFlushTarget,
+            FileReference deletedKeysBTreeFlushTarget, FileReference bloomFilterFlushTarget,
+            ILSMIOOperationCallback callback) {
+        this.accessor = accessor;
+        this.flushingComponent = flushingComponent;
+        this.dictBTreeFlushTarget = dictBTreeFlushTarget;
+        this.deletedKeysBTreeFlushTarget = deletedKeysBTreeFlushTarget;
+        this.bloomFilterFlushTarget = bloomFilterFlushTarget;
+        this.callback = callback;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        return Collections.emptySet();
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(dictBTreeFlushTarget.getDeviceHandle());
+        devs.add(deletedKeysBTreeFlushTarget.getDeviceHandle());
+        devs.add(bloomFilterFlushTarget.getDeviceHandle());
+        return devs;
+
+    }
+
+    @Override
+    public void perform() throws HyracksDataException, IndexException {
+        accessor.flush(this);
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getDictBTreeFlushTarget() {
+        return dictBTreeFlushTarget;
+    }
+
+    public FileReference getDeletedKeysBTreeFlushTarget() {
+        return deletedKeysBTreeFlushTarget;
+    }
+
+    public FileReference getBloomFilterFlushTarget() {
+        return bloomFilterFlushTarget;
+    }
+
+    public LSMInvertedIndexMutableComponent getFlushingComponent() {
+        return flushingComponent;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexImmutableComponent.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexImmutableComponent.java
new file mode 100644
index 0000000..4c9b5e8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexImmutableComponent.java
@@ -0,0 +1,42 @@
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractImmutableLSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+
+public class LSMInvertedIndexImmutableComponent extends AbstractImmutableLSMComponent {
+
+    private final IInvertedIndex invIndex;
+    private final BTree deletedKeysBTree;
+    private final BloomFilter bloomFilter;
+
+    public LSMInvertedIndexImmutableComponent(IInvertedIndex invIndex, BTree deletedKeysBTree, BloomFilter bloomFilter) {
+        this.invIndex = invIndex;
+        this.deletedKeysBTree = deletedKeysBTree;
+        this.bloomFilter = bloomFilter;
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        invIndex.deactivate();
+        invIndex.destroy();
+        deletedKeysBTree.deactivate();
+        deletedKeysBTree.destroy();
+        bloomFilter.deactivate();
+        bloomFilter.destroy();
+    }
+
+    public IInvertedIndex getInvIndex() {
+        return invIndex;
+    }
+
+    public BTree getDeletedKeysBTree() {
+        return deletedKeysBTree;
+    }
+
+    public BloomFilter getBloomFilter() {
+        return bloomFilter;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java
new file mode 100644
index 0000000..dea628c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java
@@ -0,0 +1,106 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+
+public class LSMInvertedIndexMergeOperation implements ILSMIOOperation {
+    private final ILSMIndexAccessorInternal accessor;
+    private final List<ILSMComponent> mergingComponents;
+    private final IIndexCursor cursor;
+    private final FileReference dictBTreeMergeTarget;
+    private final FileReference deletedKeysBTreeMergeTarget;
+    private final FileReference bloomFilterMergeTarget;
+    private final ILSMIOOperationCallback callback;
+
+    public LSMInvertedIndexMergeOperation(ILSMIndexAccessorInternal accessor, List<ILSMComponent> mergingComponents,
+            IIndexCursor cursor, FileReference dictBTreeMergeTarget, FileReference deletedKeysBTreeMergeTarget,
+            FileReference bloomFilterMergeTarget, ILSMIOOperationCallback callback) {
+        this.accessor = accessor;
+        this.mergingComponents = mergingComponents;
+        this.cursor = cursor;
+        this.dictBTreeMergeTarget = dictBTreeMergeTarget;
+        this.deletedKeysBTreeMergeTarget = deletedKeysBTreeMergeTarget;
+        this.bloomFilterMergeTarget = bloomFilterMergeTarget;
+        this.callback = callback;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        for (Object o : mergingComponents) {
+            LSMInvertedIndexImmutableComponent component = (LSMInvertedIndexImmutableComponent) o;
+            OnDiskInvertedIndex invIndex = (OnDiskInvertedIndex) component.getInvIndex();
+            devs.add(invIndex.getBTree().getFileReference().getDeviceHandle());
+            devs.add(component.getDeletedKeysBTree().getFileReference().getDeviceHandle());
+            devs.add(component.getBloomFilter().getFileReference().getDeviceHandle());
+        }
+        return devs;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(dictBTreeMergeTarget.getDeviceHandle());
+        devs.add(deletedKeysBTreeMergeTarget.getDeviceHandle());
+        devs.add(bloomFilterMergeTarget.getDeviceHandle());
+        return devs;
+    }
+
+    @Override
+    public void perform() throws HyracksDataException, IndexException {
+        accessor.merge(this);
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getDictBTreeMergeTarget() {
+        return dictBTreeMergeTarget;
+    }
+
+    public FileReference getDeletedKeysBTreeMergeTarget() {
+        return deletedKeysBTreeMergeTarget;
+    }
+
+    public FileReference getBloomFilterMergeTarget() {
+        return bloomFilterMergeTarget;
+    }
+
+    public IIndexCursor getCursor() {
+        return cursor;
+    }
+
+    public List<ILSMComponent> getMergingComponents() {
+        return mergingComponents;
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMutableComponent.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMutableComponent.java
new file mode 100644
index 0000000..c36319d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMutableComponent.java
@@ -0,0 +1,55 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractMutableLSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+
+public class LSMInvertedIndexMutableComponent extends AbstractMutableLSMComponent {
+
+    private final IInvertedIndex invIndex;
+    private final BTree deletedKeysBTree;
+    private final IInMemoryFreePageManager mfpm;
+
+    public LSMInvertedIndexMutableComponent(IInvertedIndex invIndex, BTree deletedKeysBTree,
+            IInMemoryFreePageManager mfpm) {
+        this.invIndex = invIndex;
+        this.deletedKeysBTree = deletedKeysBTree;
+        this.mfpm = mfpm;
+    }
+
+    public IInvertedIndex getInvIndex() {
+        return invIndex;
+    }
+
+    public BTree getDeletedKeysBTree() {
+        return deletedKeysBTree;
+    }
+
+    @Override
+    protected boolean isFull() {
+        return mfpm.isFull();
+    }
+
+    @Override
+    protected void reset() throws HyracksDataException {
+        invIndex.clear();
+        deletedKeysBTree.clear();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java
new file mode 100644
index 0000000..b961b7a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java
@@ -0,0 +1,113 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+
+public class LSMInvertedIndexOpContext implements ILSMIndexOperationContext {
+
+    private static final int NUM_DOCUMENT_FIELDS = 1;
+
+    private IndexOperation op;
+    private final IInvertedIndex memInvIndex;
+    private final IIndex memDeletedKeysBTree;
+    private final List<ILSMComponent> componentHolder;
+
+    public final IModificationOperationCallback modificationCallback;
+    public final ISearchOperationCallback searchCallback;
+
+    // Tuple that only has the inverted-index elements (aka keys), projecting away the document fields.
+    public PermutingTupleReference keysOnlyTuple;
+
+    // Accessor to the in-memory inverted index.
+    public IInvertedIndexAccessor memInvIndexAccessor;
+    // Accessor to the deleted-keys BTree.
+    public IIndexAccessor deletedKeysBTreeAccessor;
+
+    public LSMInvertedIndexOpContext(IInvertedIndex memInvIndex, IIndex memDeletedKeysBTree,
+            IModificationOperationCallback modificationCallback, ISearchOperationCallback searchCallback) {
+        this.memInvIndex = memInvIndex;
+        this.memDeletedKeysBTree = memDeletedKeysBTree;
+        this.componentHolder = new LinkedList<ILSMComponent>();
+        this.modificationCallback = modificationCallback;
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public void reset() {
+        componentHolder.clear();
+    }
+
+    @Override
+    // TODO: Ignore opcallback for now.
+    public void setOperation(IndexOperation newOp) {
+        reset();
+        switch (newOp) {
+            case INSERT:
+            case DELETE:
+            case PHYSICALDELETE: {
+                if (deletedKeysBTreeAccessor == null) {
+                    memInvIndexAccessor = (IInvertedIndexAccessor) memInvIndex.createAccessor(
+                            NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+                    deletedKeysBTreeAccessor = memDeletedKeysBTree.createAccessor(NoOpOperationCallback.INSTANCE,
+                            NoOpOperationCallback.INSTANCE);
+                    // Project away the document fields, leaving only the key fields.
+                    int numKeyFields = memInvIndex.getInvListTypeTraits().length;
+                    int[] keyFieldPermutation = new int[numKeyFields];
+                    for (int i = 0; i < numKeyFields; i++) {
+                        keyFieldPermutation[i] = NUM_DOCUMENT_FIELDS + i;
+                    }
+                    keysOnlyTuple = new PermutingTupleReference(keyFieldPermutation);
+                }
+                break;
+            }
+        }
+        op = newOp;
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentHolder() {
+        return componentHolder;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public IModificationOperationCallback getModificationCallback() {
+        return modificationCallback;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java
new file mode 100644
index 0000000..1b5949a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java
@@ -0,0 +1,162 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BloomFilterAwareBTreePointSearchCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+
+public class LSMInvertedIndexRangeSearchCursor extends LSMIndexSearchCursor {
+
+    // Assuming the cursor for all deleted-keys indexes are of the same type.
+    private IIndexCursor[] deletedKeysBTreeCursors;
+    protected ArrayList<IIndexAccessor> deletedKeysBTreeAccessors;
+    protected PermutingTupleReference keysOnlyTuple;
+    protected RangePredicate keySearchPred;
+
+    public LSMInvertedIndexRangeSearchCursor(ILSMIndexOperationContext opCtx) {
+        super(opCtx);
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        super.next();
+    }
+
+    @Override
+    public void open(ICursorInitialState initState, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+        LSMInvertedIndexRangeSearchCursorInitialState lsmInitState = (LSMInvertedIndexRangeSearchCursorInitialState) initState;
+        cmp = lsmInitState.getOriginalKeyComparator();
+        int numComponents = lsmInitState.getNumComponents();
+        rangeCursors = new IIndexCursor[numComponents];
+        for (int i = 0; i < numComponents; i++) {
+            IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) lsmInitState.getIndexAccessors().get(i);
+            rangeCursors[i] = invIndexAccessor.createRangeSearchCursor();
+            invIndexAccessor.rangeSearch(rangeCursors[i], lsmInitState.getSearchPredicate());
+        }
+        lsmHarness = lsmInitState.getLSMHarness();
+        operationalComponents = lsmInitState.getOperationalComponents();
+        includeMemComponent = lsmInitState.getIncludeMemComponent();
+
+        // For searching the deleted-keys BTrees.
+        this.keysOnlyTuple = lsmInitState.getKeysOnlyTuple();
+        deletedKeysBTreeAccessors = lsmInitState.getDeletedKeysBTreeAccessors();
+
+        if (!deletedKeysBTreeAccessors.isEmpty()) {
+            deletedKeysBTreeCursors = new IIndexCursor[deletedKeysBTreeAccessors.size()];
+            int i = 0;
+            if (includeMemComponent) {
+                // No need for a bloom filter for the in-memory BTree.
+                deletedKeysBTreeCursors[i] = deletedKeysBTreeAccessors.get(i).createSearchCursor();
+                ++i;
+            }
+            for (; i < deletedKeysBTreeCursors.length; i++) {
+                deletedKeysBTreeCursors[i] = new BloomFilterAwareBTreePointSearchCursor((IBTreeLeafFrame) lsmInitState
+                        .getgetDeletedKeysBTreeLeafFrameFactory().createFrame(), false,
+                        ((LSMInvertedIndexImmutableComponent) operationalComponents.get(i)).getBloomFilter());
+            }
+
+        }
+        MultiComparator keyCmp = lsmInitState.getKeyComparator();
+        keySearchPred = new RangePredicate(keysOnlyTuple, keysOnlyTuple, true, true, keyCmp, keyCmp);
+
+        setPriorityQueueComparator();
+        initPriorityQueue();
+    }
+
+    /**
+     * Check deleted-keys BTrees whether they contain the key in the checkElement's tuple.
+     */
+    @Override
+    protected boolean isDeleted(PriorityQueueElement checkElement) throws HyracksDataException, IndexException {
+        keysOnlyTuple.reset(checkElement.getTuple());
+        int end = checkElement.getCursorIndex();
+        for (int i = 0; i < end; i++) {
+            deletedKeysBTreeCursors[i].reset();
+            try {
+                deletedKeysBTreeAccessors.get(i).search(deletedKeysBTreeCursors[i], keySearchPred);
+                if (deletedKeysBTreeCursors[i].hasNext()) {
+                    return true;
+                }
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            } finally {
+                deletedKeysBTreeCursors[i].close();
+            }
+        }
+        return false;
+    }
+    
+    @Override
+    protected void checkPriorityQueue() throws HyracksDataException, IndexException {
+        while (!outputPriorityQueue.isEmpty() || needPush == true) {
+            if (!outputPriorityQueue.isEmpty()) {
+                PriorityQueueElement checkElement = outputPriorityQueue.peek();
+                // If there is no previous tuple or the previous tuple can be ignored
+                if (outputElement == null) {
+                    if (isDeleted(checkElement)) {
+                        // If the key has been deleted then pop it and set needPush to true.
+                        // We cannot push immediately because the tuple may be
+                        // modified if hasNext() is called
+                        outputElement = outputPriorityQueue.poll();
+                        needPush = true;
+                    } else {
+                        break;
+                    }
+                } else {
+                    // Compare the previous tuple and the head tuple in the PQ
+                    if (compare(cmp, outputElement.getTuple(), checkElement.getTuple()) == 0) {
+                        // If the previous tuple and the head tuple are
+                        // identical
+                        // then pop the head tuple and push the next tuple from
+                        // the tree of head tuple
+
+                        // the head element of PQ is useless now
+                        PriorityQueueElement e = outputPriorityQueue.poll();
+                        pushIntoPriorityQueue(e);
+                    } else {
+                        // If the previous tuple and the head tuple are different
+                        // the info of previous tuple is useless
+                        if (needPush == true) {
+                            pushIntoPriorityQueue(outputElement);
+                            needPush = false;
+                        }
+                        outputElement = null;
+                    }
+                }
+            } else {
+                // the priority queue is empty and needPush
+                pushIntoPriorityQueue(outputElement);
+                needPush = false;
+                outputElement = null;
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java
new file mode 100644
index 0000000..0cec92e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java
@@ -0,0 +1,132 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMInvertedIndexRangeSearchCursorInitialState implements ICursorInitialState {
+
+    private final MultiComparator tokensAndKeysCmp;
+    private final MultiComparator keyCmp;
+    private final ILSMHarness lsmHarness;
+
+    private final ArrayList<IIndexAccessor> indexAccessors;
+    private final ArrayList<IIndexAccessor> deletedKeysBTreeAccessors;
+    private final ISearchPredicate predicate;
+    private final PermutingTupleReference keysOnlyTuple;
+    private final ITreeIndexFrameFactory deletedKeysBtreeLeafFrameFactory;
+
+    private final boolean includeMemComponent;
+    private final List<ILSMComponent> operationalComponents;
+
+    public LSMInvertedIndexRangeSearchCursorInitialState(MultiComparator tokensAndKeysCmp, MultiComparator keyCmp,
+            PermutingTupleReference keysOnlyTuple, ITreeIndexFrameFactory deletedKeysBtreeLeafFrameFactory,
+            boolean includeMemComponent, ILSMHarness lsmHarness, ArrayList<IIndexAccessor> indexAccessors,
+            ArrayList<IIndexAccessor> deletedKeysBTreeAccessors, ISearchPredicate predicate,
+            List<ILSMComponent> operationalComponents) {
+        this.tokensAndKeysCmp = tokensAndKeysCmp;
+        this.keyCmp = keyCmp;
+        this.keysOnlyTuple = keysOnlyTuple;
+        this.deletedKeysBtreeLeafFrameFactory = deletedKeysBtreeLeafFrameFactory;
+        this.lsmHarness = lsmHarness;
+        this.indexAccessors = indexAccessors;
+        this.deletedKeysBTreeAccessors = deletedKeysBTreeAccessors;
+        this.predicate = predicate;
+        this.includeMemComponent = includeMemComponent;
+        this.operationalComponents = operationalComponents;
+    }
+
+    public int getNumComponents() {
+        return indexAccessors.size();
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public List<ILSMComponent> getOperationalComponents() {
+        return operationalComponents;
+    }
+
+    public ILSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return null;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        // Do nothing.
+    }
+
+    public ArrayList<IIndexAccessor> getIndexAccessors() {
+        return indexAccessors;
+    }
+
+    public ArrayList<IIndexAccessor> getDeletedKeysBTreeAccessors() {
+        return deletedKeysBTreeAccessors;
+    }
+
+    public ISearchPredicate getSearchPredicate() {
+        return predicate;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        // Do nothing.
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return tokensAndKeysCmp;
+    }
+
+    public MultiComparator getKeyComparator() {
+        return keyCmp;
+    }
+
+    public ITreeIndexFrameFactory getgetDeletedKeysBTreeLeafFrameFactory() {
+        return deletedKeysBtreeLeafFrameFactory;
+    }
+
+    public boolean getIncludeMemComponent() {
+        return includeMemComponent;
+    }
+
+    public PermutingTupleReference getKeysOnlyTuple() {
+        return keysOnlyTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java
new file mode 100644
index 0000000..36ad51b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java
@@ -0,0 +1,186 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BloomFilterAwareBTreePointSearchCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+
+/**
+ * Searches the components one-by-one, completely consuming a cursor before moving on to the next one.
+ * Therefore, the are no guarantees about sort order of the results.
+ */
+public class LSMInvertedIndexSearchCursor implements IIndexCursor {
+
+    private IIndexAccessor currentAccessor;
+    private IIndexCursor currentCursor;
+    private int accessorIndex = -1;
+    private boolean tupleConsumed = true;
+    private ILSMHarness harness;
+    private boolean includeMemComponent;
+    private List<IIndexAccessor> indexAccessors;
+    private ISearchPredicate searchPred;
+    private ISearchOperationCallback searchCallback;
+
+    // Assuming the cursor for all deleted-keys indexes are of the same type.
+    private IIndexCursor[] deletedKeysBTreeCursors;
+    private List<IIndexAccessor> deletedKeysBTreeAccessors;
+    private RangePredicate keySearchPred;
+    private ILSMIndexOperationContext opCtx;
+
+    private List<ILSMComponent> operationalComponents;
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        LSMInvertedIndexSearchCursorInitialState lsmInitState = (LSMInvertedIndexSearchCursorInitialState) initialState;
+        harness = lsmInitState.getLSMHarness();
+        includeMemComponent = lsmInitState.getIncludeMemComponent();
+        operationalComponents = lsmInitState.getOperationalComponents();
+        indexAccessors = lsmInitState.getIndexAccessors();
+        opCtx = lsmInitState.getOpContext();
+        accessorIndex = 0;
+        this.searchPred = searchPred;
+        this.searchCallback = lsmInitState.getSearchOperationCallback();
+
+        // For searching the deleted-keys BTrees.
+        deletedKeysBTreeAccessors = lsmInitState.getDeletedKeysBTreeAccessors();
+        deletedKeysBTreeCursors = new IIndexCursor[deletedKeysBTreeAccessors.size()];
+        int i = 0;
+        if (includeMemComponent) {
+            // No need for a bloom filter for the in-memory BTree.
+            deletedKeysBTreeCursors[i] = deletedKeysBTreeAccessors.get(i).createSearchCursor();
+            ++i;
+        }
+        for (; i < deletedKeysBTreeCursors.length; i++) {
+            deletedKeysBTreeCursors[i] = new BloomFilterAwareBTreePointSearchCursor((IBTreeLeafFrame) lsmInitState
+                    .getgetDeletedKeysBTreeLeafFrameFactory().createFrame(), false,
+                    ((LSMInvertedIndexImmutableComponent) operationalComponents.get(i)).getBloomFilter());
+        }
+
+        MultiComparator keyCmp = lsmInitState.getKeyComparator();
+        keySearchPred = new RangePredicate(null, null, true, true, keyCmp, keyCmp);
+    }
+
+    protected boolean isDeleted(ITupleReference key) throws HyracksDataException, IndexException {
+        keySearchPred.setLowKey(key, true);
+        keySearchPred.setHighKey(key, true);
+        for (int i = 0; i < accessorIndex; i++) {
+            deletedKeysBTreeCursors[i].reset();
+            try {
+                deletedKeysBTreeAccessors.get(i).search(deletedKeysBTreeCursors[i], keySearchPred);
+                if (deletedKeysBTreeCursors[i].hasNext()) {
+                    return true;
+                }
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            } finally {
+                deletedKeysBTreeCursors[i].close();
+            }
+        }
+        return false;
+    }
+
+    // Move to the next tuple that has not been deleted.
+    private boolean nextValidTuple() throws HyracksDataException, IndexException {
+        while (currentCursor.hasNext()) {
+            currentCursor.next();
+            if (!isDeleted(currentCursor.getTuple())) {
+                tupleConsumed = false;
+                return true;
+            }
+        }
+        return false;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (!tupleConsumed) {
+            return true;
+        }
+        if (currentCursor != null) {
+            if (nextValidTuple()) {
+                return true;
+            }
+            currentCursor.close();
+            accessorIndex++;
+        }
+        while (accessorIndex < indexAccessors.size()) {
+            // Current cursor has been exhausted, switch to next accessor/cursor.
+            currentAccessor = indexAccessors.get(accessorIndex);
+            currentCursor = currentAccessor.createSearchCursor();
+            try {
+                currentAccessor.search(currentCursor, searchPred);
+            } catch (OccurrenceThresholdPanicException e) {
+                throw e;
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            if (nextValidTuple()) {
+                return true;
+            }
+            // Close as we go to release resources.
+            currentCursor.close();
+            accessorIndex++;
+        }
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        // Mark the tuple as consumed, so hasNext() can move on.
+        tupleConsumed = true;
+        // We assume that the underlying cursors materialize their results such that
+        // there is no need to reposition the result cursor after reconciliation.
+        if (!searchCallback.proceed(currentCursor.getTuple())) {
+            searchCallback.reconcile(currentCursor.getTuple());
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        reset();
+        accessorIndex = -1;
+        harness.endSearch(opCtx);
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        if (currentCursor != null) {
+            currentCursor.close();
+            currentCursor = null;
+        }
+        accessorIndex = 0;
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return currentCursor.getTuple();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java
new file mode 100644
index 0000000..eb6f338
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java
@@ -0,0 +1,128 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMInvertedIndexSearchCursorInitialState implements ICursorInitialState {
+
+    private final boolean includeMemComponent;
+    private final ILSMHarness lsmHarness;
+    private final List<IIndexAccessor> indexAccessors;
+    private final List<IIndexAccessor> deletedKeysBTreeAccessors;
+    private final LSMInvertedIndexOpContext ctx;
+    private ISearchOperationCallback searchCallback;
+    private MultiComparator originalCmp;
+    private final MultiComparator keyCmp;
+    private final PermutingTupleReference keysOnlyTuple;
+    private final ITreeIndexFrameFactory deletedKeysBtreeLeafFrameFactory;
+
+    private final List<ILSMComponent> operationalComponents;
+
+    public LSMInvertedIndexSearchCursorInitialState(final MultiComparator keyCmp,
+            PermutingTupleReference keysOnlyTuple, List<IIndexAccessor> indexAccessors,
+            List<IIndexAccessor> deletedKeysBTreeAccessors, ITreeIndexFrameFactory deletedKeysBtreeLeafFrameFactory,
+            IIndexOperationContext ctx, boolean includeMemComponent, ILSMHarness lsmHarness,
+            List<ILSMComponent> operationalComponents) {
+        this.keyCmp = keyCmp;
+        this.keysOnlyTuple = keysOnlyTuple;
+        this.indexAccessors = indexAccessors;
+        this.deletedKeysBTreeAccessors = deletedKeysBTreeAccessors;
+        this.deletedKeysBtreeLeafFrameFactory = deletedKeysBtreeLeafFrameFactory;
+        this.includeMemComponent = includeMemComponent;
+        this.operationalComponents = operationalComponents;
+        this.lsmHarness = lsmHarness;
+        this.ctx = (LSMInvertedIndexOpContext) ctx;
+        this.searchCallback = this.ctx.searchCallback;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public List<ILSMComponent> getOperationalComponents() {
+        return operationalComponents;
+    }
+
+    public List<IIndexAccessor> getIndexAccessors() {
+        return indexAccessors;
+    }
+
+    public boolean getIncludeMemComponent() {
+        return includeMemComponent;
+    }
+
+    public ILSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    public ILSMIndexOperationContext getOpContext() {
+        return ctx;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return originalCmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.originalCmp = originalCmp;
+    }
+
+    public MultiComparator getKeyComparator() {
+        return keyCmp;
+    }
+
+    public List<IIndexAccessor> getDeletedKeysBTreeAccessors() {
+        return deletedKeysBTreeAccessors;
+    }
+    
+    public ITreeIndexFrameFactory getgetDeletedKeysBTreeLeafFrameFactory() {
+        return deletedKeysBtreeLeafFrameFactory;
+    }
+
+    public PermutingTupleReference getKeysOnlyTuple() {
+        return keysOnlyTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java
new file mode 100644
index 0000000..1b293eb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java
@@ -0,0 +1,58 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class PartitionedLSMInvertedIndex extends LSMInvertedIndex {
+
+    public PartitionedLSMInvertedIndex(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, OnDiskInvertedIndexFactory diskInvIndexFactory,
+            BTreeFactory deletedKeysBTreeFactory, BloomFilterFactory bloomFilterFactory,
+            ILSMIndexFileManager fileManager, IFileMapProvider diskFileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider)
+            throws IndexException {
+        super(memBufferCache, memFreePageManager, diskInvIndexFactory, deletedKeysBTreeFactory, bloomFilterFactory,
+                fileManager, diskFileMapProvider, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, tokenizerFactory, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+    }
+
+    protected InMemoryInvertedIndex createInMemoryInvertedIndex(IInMemoryBufferCache memBufferCache)
+            throws IndexException {
+        return InvertedIndexUtils.createPartitionedInMemoryBTreeInvertedindex(memBufferCache, memFreePageManager,
+                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java
new file mode 100644
index 0000000..d5a074e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java
@@ -0,0 +1,208 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeDuplicateKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNonExistentKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+public class InMemoryInvertedIndex implements IInvertedIndex {
+
+    protected final BTree btree;
+    protected final FileReference memBTreeFile = new FileReference(new File("memBTree"));
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final IBinaryTokenizerFactory tokenizerFactory;
+
+    protected final ITypeTraits[] btreeTypeTraits;
+    protected final IBinaryComparatorFactory[] btreeCmpFactories;
+
+    public InMemoryInvertedIndex(IBufferCache memBufferCache, IFreePageManager memFreePageManager,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory) throws BTreeException {
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenizerFactory = tokenizerFactory;
+        // BTree tuples: <tokens, inverted-list elements>.
+        int numBTreeFields = tokenTypeTraits.length + invListTypeTraits.length;
+        btreeTypeTraits = new ITypeTraits[numBTreeFields];
+        btreeCmpFactories = new IBinaryComparatorFactory[numBTreeFields];
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            btreeTypeTraits[i] = tokenTypeTraits[i];
+            btreeCmpFactories[i] = tokenCmpFactories[i];
+        }
+        for (int i = 0; i < invListTypeTraits.length; i++) {
+            btreeTypeTraits[tokenTypeTraits.length + i] = invListTypeTraits[i];
+            btreeCmpFactories[tokenTypeTraits.length + i] = invListCmpFactories[i];
+        }
+        this.btree = BTreeUtils.createBTree(memBufferCache, memFreePageManager,
+                ((InMemoryBufferCache) memBufferCache).getFileMapProvider(), btreeTypeTraits, btreeCmpFactories,
+                BTreeLeafFrameType.REGULAR_NSM, memBTreeFile);
+    }
+
+    @Override
+    public void create() throws HyracksDataException {
+        btree.create();
+    }
+
+    @Override
+    public void activate() throws HyracksDataException {
+        btree.activate();
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        btree.clear();
+    }
+
+    @Override
+    public void deactivate() throws HyracksDataException {
+        btree.deactivate();
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        btree.destroy();
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        btree.validate();
+    }
+
+    public void insert(ITupleReference tuple, BTreeAccessor btreeAccessor, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException {
+        InMemoryInvertedIndexOpContext ctx = (InMemoryInvertedIndexOpContext) ictx;
+        ctx.tupleIter.reset(tuple);
+        while (ctx.tupleIter.hasNext()) {
+            ctx.tupleIter.next();
+            ITupleReference insertTuple = ctx.tupleIter.getTuple();
+            try {
+                btreeAccessor.insert(insertTuple);
+            } catch (BTreeDuplicateKeyException e) {
+                // This exception may be caused by duplicate tokens in the same insert "document".
+                // We ignore such duplicate tokens in all inverted-index implementations, hence
+                // we can safely ignore this exception.
+            }
+        }
+    }
+
+    public void delete(ITupleReference tuple, BTreeAccessor btreeAccessor, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException {
+        InMemoryInvertedIndexOpContext ctx = (InMemoryInvertedIndexOpContext) ictx;
+        ctx.tupleIter.reset(tuple);
+        while (ctx.tupleIter.hasNext()) {
+            ctx.tupleIter.next();
+            ITupleReference deleteTuple = ctx.tupleIter.getTuple();
+            try {
+                btreeAccessor.delete(deleteTuple);
+            } catch (BTreeNonExistentKeyException e) {
+                // Ignore this exception, since a document may have duplicate tokens.
+            }
+        }
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        InMemoryBufferCache memBufferCache = (InMemoryBufferCache) btree.getBufferCache();
+        return memBufferCache.getNumPages() * memBufferCache.getPageSize();
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        return new InMemoryInvertedListCursor(invListTypeTraits.length, tokenTypeTraits.length);
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        InMemoryInvertedIndexOpContext ctx = (InMemoryInvertedIndexOpContext) ictx;
+        ctx.setOperation(IndexOperation.SEARCH);
+        InMemoryInvertedListCursor inMemListCursor = (InMemoryInvertedListCursor) listCursor;
+        inMemListCursor.prepare(ctx.btreeAccessor, ctx.btreePred, ctx.tokenFieldsCmp, ctx.btreeCmp);
+        inMemListCursor.reset(searchKey);
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new InMemoryInvertedIndexAccessor(this, new InMemoryInvertedIndexOpContext(btree, tokenCmpFactories,
+                tokenizerFactory));
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return btree.getBufferCache();
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getInvListCmpFactories() {
+        return invListCmpFactories;
+    }
+
+    @Override
+    public ITypeTraits[] getInvListTypeTraits() {
+        return invListTypeTraits;
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+            throws IndexException {
+        throw new UnsupportedOperationException("Bulk load not supported by in-memory inverted index.");
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenCmpFactories() {
+        return tokenCmpFactories;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java
new file mode 100644
index 0000000..a62aaf1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java
@@ -0,0 +1,116 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex.DefaultHyracksCommonContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.TOccurrenceSearcher;
+
+public class InMemoryInvertedIndexAccessor implements IInvertedIndexAccessor {
+    // TODO: This ctx needs to go away.
+    protected final IHyracksCommonContext hyracksCtx = new DefaultHyracksCommonContext();
+    protected final IInvertedIndexSearcher searcher;
+    protected IIndexOperationContext opCtx;
+    protected InMemoryInvertedIndex index;
+    protected BTreeAccessor btreeAccessor;
+
+    public InMemoryInvertedIndexAccessor(InMemoryInvertedIndex index, IIndexOperationContext opCtx) {
+        this.opCtx = opCtx;
+        this.index = index;
+        this.searcher = createSearcher();
+        this.btreeAccessor = (BTreeAccessor) index.getBTree().createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+    }
+
+    @Override
+    public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        opCtx.setOperation(IndexOperation.INSERT);
+        index.insert(tuple, btreeAccessor, opCtx);
+    }
+
+    @Override
+    public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        opCtx.setOperation(IndexOperation.DELETE);
+        index.delete(tuple, btreeAccessor, opCtx);
+    }
+
+    @Override
+    public IIndexCursor createSearchCursor() {
+        return new OnDiskInvertedIndexSearchCursor(searcher, index.getInvListTypeTraits().length);
+    }
+
+    @Override
+    public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        searcher.search((OnDiskInvertedIndexSearchCursor) cursor, (InvertedIndexSearchPredicate) searchPred, opCtx);
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        return index.createInvertedListCursor();
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+            throws HyracksDataException, IndexException {
+        index.openInvertedListCursor(listCursor, searchKey, opCtx);
+    }
+
+    @Override
+    public IIndexCursor createRangeSearchCursor() {
+        IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) index.getBTree().getLeafFrameFactory().createFrame();
+        return new BTreeRangeSearchCursor(leafFrame, false);
+    }
+
+    @Override
+    public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+        btreeAccessor.search(cursor, searchPred);
+    }
+
+    public BTreeAccessor getBTreeAccessor() {
+        return btreeAccessor;
+    }
+
+    @Override
+    public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Update not supported by in-memory inverted index.");
+    }
+
+    @Override
+    public void upsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Upsert not supported by in-memory inverted index.");
+    }
+
+    protected IInvertedIndexSearcher createSearcher() {
+        return new TOccurrenceSearcher(hyracksCtx, index);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java
new file mode 100644
index 0000000..9c8865e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java
@@ -0,0 +1,94 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexTokenizingTupleIterator;
+
+public class InMemoryInvertedIndexOpContext implements IIndexOperationContext {
+    public IndexOperation op;
+    public final BTree btree;
+
+    // Needed for search operations,    
+    public RangePredicate btreePred;
+    public BTreeAccessor btreeAccessor;
+    public MultiComparator btreeCmp;
+    public IBinaryComparatorFactory[] tokenCmpFactories;
+    public MultiComparator tokenFieldsCmp;
+
+    // To generate in-memory BTree tuples for insertions.
+    protected final IBinaryTokenizerFactory tokenizerFactory;
+    public InvertedIndexTokenizingTupleIterator tupleIter;
+
+    public InMemoryInvertedIndexOpContext(BTree btree, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory) {
+        this.btree = btree;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.tokenizerFactory = tokenizerFactory;
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        switch (newOp) {
+            case INSERT:
+            case DELETE: {
+                if (tupleIter == null) {
+                    setTokenizingTupleIterator();
+                }
+                break;
+            }
+            case SEARCH: {
+                if (btreePred == null) {
+                    btreePred = new RangePredicate(null, null, true, true, null, null);
+                    btreeAccessor = (BTreeAccessor) btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                            NoOpOperationCallback.INSTANCE);
+                    btreeCmp = MultiComparator.createIgnoreFieldLength(btree.getComparatorFactories());
+                    tokenFieldsCmp = MultiComparator.createIgnoreFieldLength(tokenCmpFactories);
+                }
+                break;
+            }
+            default: {
+                throw new UnsupportedOperationException("Unsupported operation " + newOp);
+            }
+        }
+        op = newOp;
+    }
+
+    @Override
+    public void reset() {
+        op = null;
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    protected void setTokenizingTupleIterator() {
+        IBinaryTokenizer tokenizer = tokenizerFactory.createTokenizer();
+        tupleIter = new InvertedIndexTokenizingTupleIterator(tokenCmpFactories.length, btree.getFieldCount()
+                - tokenCmpFactories.length, tokenizer);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java
new file mode 100644
index 0000000..6af3bd2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java
@@ -0,0 +1,240 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+
+public class InMemoryInvertedListCursor implements IInvertedListCursor {
+    private RangePredicate btreePred;
+    private BTreeAccessor btreeAccessor;
+    private IIndexCursor btreeCursor;
+    private boolean cursorNeedsClose = false;
+    private IIndexCursor countingCursor;
+    private MultiComparator tokenFieldsCmp;
+    private MultiComparator btreeCmp;
+    private final PermutingTupleReference resultTuple;
+    private final ConcatenatingTupleReference btreeSearchTuple;
+
+    private final ArrayTupleBuilder tokenTupleBuilder;
+    private final ArrayTupleReference tokenTuple = new ArrayTupleReference();
+
+    private int numElements = -1;
+
+    public InMemoryInvertedListCursor(int invListFieldCount, int tokenFieldCount) {
+        int[] fieldPermutation = new int[invListFieldCount];
+        for (int i = 0; i < invListFieldCount; i++) {
+            fieldPermutation[i] = tokenFieldCount + i;
+        }
+        resultTuple = new PermutingTupleReference(fieldPermutation);
+        // Concatenating the tuple with tokens, and the tuple with inverted-list elements.
+        btreeSearchTuple = new ConcatenatingTupleReference(2);
+        tokenTupleBuilder = new ArrayTupleBuilder(tokenFieldCount);
+    }
+
+    public void prepare(BTreeAccessor btreeAccessor, RangePredicate btreePred, MultiComparator tokenFieldsCmp,
+            MultiComparator btreeCmp) throws HyracksDataException, IndexException {
+        // Avoid object creation if this.btreeAccessor == btreeAccessor.
+        if (this.btreeAccessor != btreeAccessor) {
+            this.btreeAccessor = btreeAccessor;
+            this.btreeCursor = btreeAccessor.createSearchCursor();
+            this.countingCursor = btreeAccessor.createCountingSearchCursor();
+            this.btreePred = btreePred;
+            this.btreePred.setLowKeyComparator(tokenFieldsCmp);
+            this.btreePred.setHighKeyComparator(tokenFieldsCmp);
+            this.tokenFieldsCmp = tokenFieldsCmp;
+            this.btreeCmp = btreeCmp;
+        }
+    }
+
+    @Override
+    public int compareTo(IInvertedListCursor cursor) {
+        return size() - cursor.size();
+    }
+
+    public void reset(ITupleReference tuple) throws HyracksDataException, IndexException {
+        numElements = -1;
+        // Copy the tokens tuple for later use in btree probes.
+        TupleUtils.copyTuple(tokenTupleBuilder, tuple, tuple.getFieldCount());
+        tokenTuple.reset(tokenTupleBuilder.getFieldEndOffsets(), tokenTupleBuilder.getByteArray());
+        btreeSearchTuple.reset();
+        btreeSearchTuple.addTuple(tokenTuple);
+        btreeCursor.reset();
+        countingCursor.reset();
+    }
+
+    @Override
+    public void reset(int startPageId, int endPageId, int startOff, int numElements) {
+        // Do nothing
+    }
+
+    @Override
+    public void pinPages() throws HyracksDataException, IndexException {
+        btreePred.setLowKeyComparator(tokenFieldsCmp);
+        btreePred.setHighKeyComparator(tokenFieldsCmp);
+        btreePred.setLowKey(tokenTuple, true);
+        btreePred.setHighKey(tokenTuple, true);
+        btreeAccessor.search(btreeCursor, btreePred);
+        cursorNeedsClose = true;
+    }
+
+    @Override
+    public void unpinPages() throws HyracksDataException {
+        if (cursorNeedsClose) {
+            btreeCursor.close();
+            cursorNeedsClose = false;
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        return btreeCursor.hasNext();
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        btreeCursor.next();
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        resultTuple.reset(btreeCursor.getTuple());
+        return resultTuple;
+    }
+
+    @Override
+    public int size() {
+        if (numElements < 0) {
+            btreePred.setLowKeyComparator(tokenFieldsCmp);
+            btreePred.setHighKeyComparator(tokenFieldsCmp);
+            btreePred.setLowKey(tokenTuple, true);
+            btreePred.setHighKey(tokenTuple, true);
+
+            // Perform the count.
+            try {
+                btreeAccessor.search(countingCursor, btreePred);
+                while (countingCursor.hasNext()) {
+                    countingCursor.next();
+                    ITupleReference countTuple = countingCursor.getTuple();
+                    numElements = IntegerSerializerDeserializer.getInt(countTuple.getFieldData(0),
+                            countTuple.getFieldStart(0));
+                }
+            } catch (HyracksDataException e) {
+                e.printStackTrace();
+            } catch (IndexException e) {
+                e.printStackTrace();
+            } finally {
+                try {
+                    countingCursor.close();
+                } catch (HyracksDataException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+        return numElements;
+    }
+
+    @Override
+    public int getStartPageId() {
+        return 0;
+    }
+
+    @Override
+    public int getEndPageId() {
+        return 0;
+    }
+
+    @Override
+    public int getStartOff() {
+        return 0;
+    }
+
+    @Override
+    public boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp) throws HyracksDataException,
+            IndexException {
+        // Close cursor if necessary.
+        unpinPages();
+        btreeSearchTuple.addTuple(searchTuple);
+        btreePred.setLowKeyComparator(btreeCmp);
+        btreePred.setHighKeyComparator(btreeCmp);
+        btreePred.setLowKey(btreeSearchTuple, true);
+        btreePred.setHighKey(btreeSearchTuple, true);
+        try {
+            btreeAccessor.search(btreeCursor, btreePred);
+        } catch (TreeIndexException e) {
+            btreeSearchTuple.removeLastTuple();
+            throw new HyracksDataException(e);
+        }
+        boolean containsKey = false;
+        try {
+            containsKey = btreeCursor.hasNext();
+        } finally {
+            btreeCursor.close();
+            btreeCursor.reset();
+            btreeSearchTuple.removeLastTuple();
+        }
+        return containsKey;
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException, IndexException {
+        StringBuilder strBuilder = new StringBuilder();
+        try {
+            while (btreeCursor.hasNext()) {
+                btreeCursor.next();
+                ITupleReference tuple = btreeCursor.getTuple();
+                ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(1), tuple.getFieldStart(1),
+                        tuple.getFieldLength(1));
+                DataInput dataIn = new DataInputStream(inStream);
+                Object o = serdes[0].deserialize(dataIn);
+                strBuilder.append(o.toString() + " ");
+            }
+        } finally {
+            btreeCursor.close();
+            btreeCursor.reset();
+        }
+        try {
+            btreeAccessor.search(btreeCursor, btreePred);
+        } catch (TreeIndexException e) {
+            throw new HyracksDataException(e);
+        }
+        return strBuilder.toString();
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException {
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java
new file mode 100644
index 0000000..7c3f4e4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java
@@ -0,0 +1,146 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import java.util.ArrayList;
+import java.util.concurrent.locks.ReentrantReadWriteLock;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IPartitionedInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedListPartitions;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.PartitionedTOccurrenceSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.PartitionedInvertedIndexTokenizingTupleIterator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+public class PartitionedInMemoryInvertedIndex extends InMemoryInvertedIndex implements IPartitionedInvertedIndex {
+
+    protected final ReentrantReadWriteLock partitionIndexLock = new ReentrantReadWriteLock(true);
+    protected short minPartitionIndex = Short.MAX_VALUE;
+    protected short maxPartitionIndex = Short.MIN_VALUE;
+
+    public PartitionedInMemoryInvertedIndex(IBufferCache memBufferCache, IFreePageManager memFreePageManager,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory) throws BTreeException {
+        super(memBufferCache, memFreePageManager, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, tokenizerFactory);
+    }
+
+    @Override
+    public void insert(ITupleReference tuple, BTreeAccessor btreeAccessor, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException {
+        super.insert(tuple, btreeAccessor, ictx);
+        PartitionedInMemoryInvertedIndexOpContext ctx = (PartitionedInMemoryInvertedIndexOpContext) ictx;
+        PartitionedInvertedIndexTokenizingTupleIterator tupleIter = (PartitionedInvertedIndexTokenizingTupleIterator) ctx.tupleIter;
+        updatePartitionIndexes(tupleIter.getNumTokens());
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        super.clear();
+        minPartitionIndex = Short.MAX_VALUE;
+        maxPartitionIndex = Short.MIN_VALUE;
+    }
+
+    public void updatePartitionIndexes(short numTokens) {
+        partitionIndexLock.writeLock().lock();
+        if (numTokens < minPartitionIndex) {
+            minPartitionIndex = numTokens;
+        }
+        if (numTokens > maxPartitionIndex) {
+            maxPartitionIndex = numTokens;
+        }
+        partitionIndexLock.writeLock().unlock();
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new PartitionedInMemoryInvertedIndexAccessor(this, new PartitionedInMemoryInvertedIndexOpContext(btree,
+                tokenCmpFactories, tokenizerFactory));
+    }
+
+    @Override
+    public boolean openInvertedListPartitionCursors(IInvertedIndexSearcher searcher, IIndexOperationContext ictx,
+            short numTokensLowerBound, short numTokensUpperBound, InvertedListPartitions invListPartitions,
+            ArrayList<IInvertedListCursor> cursorsOrderedByTokens) throws HyracksDataException, IndexException {
+        short minPartitionIndex;
+        short maxPartitionIndex;
+        partitionIndexLock.readLock().lock();
+        minPartitionIndex = this.minPartitionIndex;
+        maxPartitionIndex = this.maxPartitionIndex;
+        partitionIndexLock.readLock().unlock();
+
+        if (minPartitionIndex == Short.MAX_VALUE && maxPartitionIndex == Short.MIN_VALUE) {
+            // Index must be empty.
+            return false;
+        }
+        short partitionStartIndex = minPartitionIndex;
+        short partitionEndIndex = maxPartitionIndex;
+        if (numTokensLowerBound >= 0) {
+            partitionStartIndex = (short) Math.max(minPartitionIndex, numTokensLowerBound);
+        }
+        if (numTokensUpperBound >= 0) {
+            partitionEndIndex = (short) Math.min(maxPartitionIndex, numTokensUpperBound);
+        }
+
+        PartitionedTOccurrenceSearcher partSearcher = (PartitionedTOccurrenceSearcher) searcher;
+        PartitionedInMemoryInvertedIndexOpContext ctx = (PartitionedInMemoryInvertedIndexOpContext) ictx;
+        ctx.setOperation(IndexOperation.SEARCH);
+        // We can pick either of the full low or high search key, since they should be identical here.
+        ITupleReference searchKey = partSearcher.getFullLowSearchKey();
+        ctx.btreePred.setLowKey(searchKey, true);
+        ctx.btreePred.setHighKey(searchKey, true);
+        // Go through all possibly partitions and see if the token matches.
+        // TODO: This procedure could be made more efficient by determining the next partition to search
+        // using the last existing partition and re-searching the BTree with an open interval as low key.
+        for (short i = partitionStartIndex; i <= partitionEndIndex; i++) {
+            partSearcher.setNumTokensBoundsInSearchKeys(i, i);
+            InMemoryInvertedListCursor inMemListCursor = (InMemoryInvertedListCursor) partSearcher
+                    .getCachedInvertedListCursor();
+            inMemListCursor.prepare(ctx.btreeAccessor, ctx.btreePred, ctx.tokenFieldsCmp, ctx.btreeCmp);
+            inMemListCursor.reset(searchKey);
+            invListPartitions.addInvertedListCursor(inMemListCursor, i);
+        }
+        return true;
+    }
+
+    @Override
+    public boolean isEmpty() {
+        partitionIndexLock.readLock().lock();
+        if (minPartitionIndex == Short.MAX_VALUE && maxPartitionIndex == Short.MIN_VALUE) {
+            // Index must be empty.
+            partitionIndexLock.readLock().unlock();
+            return true;
+        }
+        partitionIndexLock.readLock().unlock();
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexAccessor.java
new file mode 100644
index 0000000..813961c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexAccessor.java
@@ -0,0 +1,31 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.PartitionedTOccurrenceSearcher;
+
+public class PartitionedInMemoryInvertedIndexAccessor extends InMemoryInvertedIndexAccessor {
+
+    public PartitionedInMemoryInvertedIndexAccessor(InMemoryInvertedIndex index, IIndexOperationContext opCtx) {
+        super(index, opCtx);
+    }
+
+    protected IInvertedIndexSearcher createSearcher() {
+        return new PartitionedTOccurrenceSearcher(hyracksCtx, index);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java
new file mode 100644
index 0000000..f0e5046
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java
@@ -0,0 +1,36 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.PartitionedInvertedIndexTokenizingTupleIterator;
+
+public class PartitionedInMemoryInvertedIndexOpContext extends InMemoryInvertedIndexOpContext {
+
+    public PartitionedInMemoryInvertedIndexOpContext(BTree btree, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory) {
+        super(btree, tokenCmpFactories, tokenizerFactory);
+    }
+
+    protected void setTokenizingTupleIterator() {
+        IBinaryTokenizer tokenizer = tokenizerFactory.createTokenizer();
+        tupleIter = new PartitionedInvertedIndexTokenizingTupleIterator(tokenCmpFactories.length, btree.getFieldCount()
+                - tokenCmpFactories.length, tokenizer);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java
new file mode 100644
index 0000000..fd12792
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java
@@ -0,0 +1,80 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+
+public class FixedSizeElementInvertedListBuilder implements IInvertedListBuilder {
+    private final int listElementSize;
+    private int listSize = 0;
+
+    private byte[] targetBuf;
+    private int pos;
+
+    public FixedSizeElementInvertedListBuilder(ITypeTraits[] invListFields) {
+        int tmp = 0;
+        for (int i = 0; i < invListFields.length; i++) {
+            tmp += invListFields[i].getFixedLength();
+        }
+        listElementSize = tmp;
+    }
+
+    @Override
+    public boolean startNewList(ITupleReference tuple, int tokenField) {
+        if (pos + listElementSize > targetBuf.length) {
+            return false;
+        } else {
+            listSize = 0;
+            return true;
+        }
+    }
+
+    @Override
+    public boolean appendElement(ITupleReference tuple, int numTokenFields, int numElementFields) {
+        if (pos + listElementSize > targetBuf.length) {
+            return false;
+        }
+
+        for (int i = 0; i < numElementFields; i++) {
+            int field = numTokenFields + i;
+            System.arraycopy(tuple.getFieldData(field), tuple.getFieldStart(field), targetBuf, pos,
+                    tuple.getFieldLength(field));
+        }
+
+        listSize++;
+        pos += listElementSize;
+
+        return true;
+    }
+
+    @Override
+    public void setTargetBuffer(byte[] targetBuf, int startPos) {
+        this.targetBuf = targetBuf;
+        this.pos = startPos;
+    }
+
+    @Override
+    public int getListSize() {
+        return listSize;
+    }
+
+    @Override
+    public int getPos() {
+        return pos;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java
new file mode 100644
index 0000000..ca2d3b6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java
@@ -0,0 +1,34 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+
+public class FixedSizeElementInvertedListBuilderFactory implements IInvertedListBuilderFactory {
+
+    private final ITypeTraits[] invListFields;
+
+    public FixedSizeElementInvertedListBuilderFactory(ITypeTraits[] invListFields) {
+        this.invListFields = invListFields;
+    }
+
+    @Override
+    public IInvertedListBuilder create() {
+        return new FixedSizeElementInvertedListBuilder(invListFields);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java
new file mode 100644
index 0000000..f55a700
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java
@@ -0,0 +1,295 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+
+public class FixedSizeElementInvertedListCursor implements IInvertedListCursor {
+
+    private final IBufferCache bufferCache;
+    private final int fileId;
+    private final int elementSize;
+    private int currentElementIx;
+    private int currentOff;
+    private int currentPageIx;
+
+    private int startPageId;
+    private int endPageId;
+    private int startOff;
+    private int numElements;
+
+    private final FixedSizeTupleReference tuple;
+    private ICachedPage[] pages = new ICachedPage[10];
+    private int[] elementIndexes = new int[10];
+    
+    private boolean pinned = false;
+
+    public FixedSizeElementInvertedListCursor(IBufferCache bufferCache, int fileId, ITypeTraits[] invListFields) {
+        this.bufferCache = bufferCache;
+        this.fileId = fileId;
+        this.currentElementIx = 0;
+        this.currentPageIx = 0;
+
+        int tmp = 0;
+        for (int i = 0; i < invListFields.length; i++) {
+            tmp += invListFields[i].getFixedLength();
+        }
+        elementSize = tmp;
+        this.currentOff = -elementSize;
+        this.tuple = new FixedSizeTupleReference(invListFields);
+    }
+
+    @Override
+    public boolean hasNext() {
+        if (currentElementIx < numElements)
+            return true;
+        else
+            return false;
+    }
+
+    @Override
+    public void next() {
+        if (currentOff + 2 * elementSize > bufferCache.getPageSize()) {
+            currentPageIx++;
+            currentOff = 0;
+        } else {
+            currentOff += elementSize;
+        }
+        currentElementIx++;
+        tuple.reset(pages[currentPageIx].getBuffer().array(), currentOff);
+    }
+
+    @Override
+    public void pinPages() throws HyracksDataException {
+        if (pinned) {
+            return;
+        }
+        int pix = 0;
+        for (int i = startPageId; i <= endPageId; i++) {
+            pages[pix] = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, i), false);
+            pages[pix].acquireReadLatch();
+            pix++;
+        }
+        pinned = true;
+    }
+
+    @Override
+    public void unpinPages() throws HyracksDataException {
+        int numPages = endPageId - startPageId + 1;
+        for (int i = 0; i < numPages; i++) {
+            pages[i].releaseReadLatch();
+            bufferCache.unpin(pages[i]);
+        }
+        pinned = false;
+    }
+
+    private void positionCursor(int elementIx) {
+        int numPages = endPageId - startPageId + 1;
+
+        currentPageIx = binarySearch(elementIndexes, 0, numPages, elementIx);
+        if (currentPageIx < 0) {
+            throw new IndexOutOfBoundsException("Requested index: " + elementIx + " from array with numElements: "
+                    + numElements);
+        }
+
+        if (currentPageIx == 0) {
+            currentOff = startOff + elementIx * elementSize;
+        } else {
+            int relativeElementIx = elementIx - elementIndexes[currentPageIx - 1] - 1;
+            currentOff = relativeElementIx * elementSize;
+        }
+
+        currentElementIx = elementIx;
+        tuple.reset(pages[currentPageIx].getBuffer().array(), currentOff);
+    }
+
+    @Override
+    public boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp) {
+        int mid;
+        int begin = 0;
+        int end = numElements - 1;
+
+        while (begin <= end) {
+            mid = (begin + end) / 2;
+            positionCursor(mid);
+            int cmp = invListCmp.compare(searchTuple, tuple);
+            if (cmp < 0) {
+                end = mid - 1;
+            } else if (cmp > 0) {
+                begin = mid + 1;
+            } else {
+                return true;
+            }
+        }
+
+        return false;
+    }
+
+    @Override
+    public void reset(int startPageId, int endPageId, int startOff, int numElements) {
+        this.startPageId = startPageId;
+        this.endPageId = endPageId;
+        this.startOff = startOff;
+        this.numElements = numElements;
+        this.currentElementIx = 0;
+        this.currentPageIx = 0;
+        this.currentOff = startOff - elementSize;
+
+        int numPages = endPageId - startPageId + 1;
+        if (numPages > pages.length) {
+            pages = new ICachedPage[endPageId - startPageId + 1];
+            elementIndexes = new int[endPageId - startPageId + 1];
+        }
+
+        // fill elementIndexes
+        // first page
+        int cumulElements = (bufferCache.getPageSize() - startOff) / elementSize;
+        elementIndexes[0] = cumulElements - 1;
+
+        // middle, full pages
+        for (int i = 1; i < numPages - 1; i++) {
+            elementIndexes[i] = elementIndexes[i - 1] + (bufferCache.getPageSize() / elementSize);
+        }
+
+        // last page
+        elementIndexes[numPages - 1] = numElements - 1;
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException {
+        int oldCurrentOff = currentOff;
+        int oldCurrentPageId = currentPageIx;
+        int oldCurrentElementIx = currentElementIx;
+
+        currentOff = startOff - elementSize;
+        currentPageIx = 0;
+        currentElementIx = 0;
+
+        StringBuilder strBuilder = new StringBuilder();
+
+        while (hasNext()) {
+            next();
+            for (int i = 0; i < tuple.getFieldCount(); i++) {
+                ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
+                        tuple.getFieldLength(i));
+                DataInput dataIn = new DataInputStream(inStream);
+                Object o = serdes[i].deserialize(dataIn);
+                strBuilder.append(o.toString());
+                if (i + 1 < tuple.getFieldCount())
+                    strBuilder.append(",");
+            }
+            strBuilder.append(" ");
+        }
+
+        // reset previous state
+        currentOff = oldCurrentOff;
+        currentPageIx = oldCurrentPageId;
+        currentElementIx = oldCurrentElementIx;
+
+        return strBuilder.toString();
+    }
+
+    @SuppressWarnings("rawtypes")
+    public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException {
+        StringBuilder strBuilder = new StringBuilder();
+        for (int i = 0; i < tuple.getFieldCount(); i++) {
+            ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i));
+            DataInput dataIn = new DataInputStream(inStream);
+            Object o = serdes[i].deserialize(dataIn);
+            strBuilder.append(o.toString());
+            if (i + 1 < tuple.getFieldCount())
+                strBuilder.append(",");
+        }
+        return strBuilder.toString();
+    }
+
+    private int binarySearch(int[] arr, int arrStart, int arrLength, int key) {
+        int mid;
+        int begin = arrStart;
+        int end = arrStart + arrLength - 1;
+
+        while (begin <= end) {
+            mid = (begin + end) / 2;
+            int cmp = (key - arr[mid]);
+            if (cmp < 0) {
+                end = mid - 1;
+            } else if (cmp > 0) {
+                begin = mid + 1;
+            } else {
+                return mid;
+            }
+        }
+
+        if (begin > arr.length - 1)
+            return -1;
+        if (key < arr[begin])
+            return begin;
+        else
+            return -1;
+    }
+
+    @Override
+    public int compareTo(IInvertedListCursor invListCursor) {
+        return numElements - invListCursor.size();
+    }
+
+    @Override
+    public int getEndPageId() {
+        return endPageId;
+    }
+
+    @Override
+    public int size() {
+        return numElements;
+    }
+
+    @Override
+    public int getStartOff() {
+        return startOff;
+    }
+
+    @Override
+    public int getStartPageId() {
+        return startPageId;
+    }
+
+    public int getOffset() {
+        return currentOff;
+    }
+
+    public ICachedPage getPage() {
+        return pages[currentPageIx];
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return tuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java
new file mode 100644
index 0000000..d00c6d3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java
@@ -0,0 +1,98 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.comm.FrameHelper;
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+
+public class FixedSizeFrameTupleAccessor implements IFrameTupleAccessor {
+
+    private final int frameSize;
+    private ByteBuffer buffer;
+
+    private final ITypeTraits[] fields;
+    private final int[] fieldStartOffsets;
+    private final int tupleSize;
+
+    public FixedSizeFrameTupleAccessor(int frameSize, ITypeTraits[] fields) {
+        this.frameSize = frameSize;
+        this.fields = fields;
+        this.fieldStartOffsets = new int[fields.length];
+        this.fieldStartOffsets[0] = 0;
+        for (int i = 1; i < fields.length; i++) {
+            fieldStartOffsets[i] = fieldStartOffsets[i - 1] + fields[i - 1].getFixedLength();
+        }
+
+        int tmp = 0;
+        for (int i = 0; i < fields.length; i++) {
+            tmp += fields[i].getFixedLength();
+        }
+        tupleSize = tmp;
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fields.length;
+    }
+
+    @Override
+    public int getFieldEndOffset(int tupleIndex, int fIdx) {
+        return getTupleStartOffset(tupleIndex) + fieldStartOffsets[fIdx] + fields[fIdx].getFixedLength();
+    }
+
+    @Override
+    public int getFieldLength(int tupleIndex, int fIdx) {
+        return fields[fIdx].getFixedLength();
+    }
+
+    @Override
+    public int getFieldSlotsLength() {
+        return 0;
+    }
+
+    @Override
+    public int getFieldStartOffset(int tupleIndex, int fIdx) {
+        return tupleIndex * tupleSize + fieldStartOffsets[fIdx];
+    }
+
+    @Override
+    public int getTupleCount() {
+        return buffer.getInt(FrameHelper.getTupleCountOffset(frameSize));
+    }
+
+    @Override
+    public int getTupleEndOffset(int tupleIndex) {
+        return getFieldEndOffset(tupleIndex, fields.length - 1);
+    }
+
+    @Override
+    public int getTupleStartOffset(int tupleIndex) {
+        return tupleIndex * tupleSize;
+    }
+
+    @Override
+    public void reset(ByteBuffer buffer) {
+        this.buffer = buffer;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java
new file mode 100644
index 0000000..2a8bf8d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java
@@ -0,0 +1,127 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.comm.FrameHelper;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+
+public class FixedSizeFrameTupleAppender {
+
+    private static final int TUPLE_COUNT_SIZE = 4;
+    private final int frameSize;
+    private final int tupleSize;
+    private ByteBuffer buffer;
+    private int tupleCount;
+    private int tupleDataEndOffset;
+
+    public FixedSizeFrameTupleAppender(int frameSize, ITypeTraits[] fields) {
+        this.frameSize = frameSize;
+        int tmp = 0;
+        for (int i = 0; i < fields.length; i++) {
+            tmp += fields[i].getFixedLength();
+        }
+        tupleSize = tmp;
+    }
+
+    public void reset(ByteBuffer buffer, boolean clear) {
+        this.buffer = buffer;
+        if (clear) {
+            buffer.putInt(FrameHelper.getTupleCountOffset(frameSize), 0);
+            tupleCount = 0;
+            tupleDataEndOffset = 0;
+        }
+    }
+
+    public boolean append(byte[] bytes, int offset) {
+        if (tupleDataEndOffset + tupleSize + TUPLE_COUNT_SIZE <= frameSize) {
+            System.arraycopy(bytes, offset, buffer.array(), tupleDataEndOffset, tupleSize);
+            tupleDataEndOffset += tupleSize;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(byte[] bytes, int offset, int length) {
+        if (tupleDataEndOffset + length + TUPLE_COUNT_SIZE <= frameSize) {
+            System.arraycopy(bytes, offset, buffer.array(), tupleDataEndOffset, length);
+            tupleDataEndOffset += length;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(int fieldValue) {
+        if (tupleDataEndOffset + 4 + TUPLE_COUNT_SIZE <= frameSize) {
+            buffer.putInt(tupleDataEndOffset, fieldValue);
+            tupleDataEndOffset += 4;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(long fieldValue) {
+        if (tupleDataEndOffset + 8 + TUPLE_COUNT_SIZE <= frameSize) {
+            buffer.putLong(tupleDataEndOffset, fieldValue);
+            tupleDataEndOffset += 8;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(char fieldValue) {
+        if (tupleDataEndOffset + 2 + TUPLE_COUNT_SIZE <= frameSize) {
+            buffer.putLong(tupleDataEndOffset, fieldValue);
+            tupleDataEndOffset += 2;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(byte fieldValue) {
+        if (tupleDataEndOffset + 1 + TUPLE_COUNT_SIZE <= frameSize) {
+            buffer.put(tupleDataEndOffset, fieldValue);
+            tupleDataEndOffset += 1;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    // returns true if an entire tuple fits
+    // returns false otherwise
+    public boolean hasSpace() {
+        return tupleDataEndOffset + tupleSize + TUPLE_COUNT_SIZE <= frameSize;
+    }
+
+    public void incrementTupleCount(int count) {
+        buffer.putInt(FrameHelper.getTupleCountOffset(frameSize),
+                buffer.getInt(FrameHelper.getTupleCountOffset(frameSize)) + count);
+    }
+
+    public int getTupleCount() {
+        return tupleCount;
+    }
+
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java
new file mode 100644
index 0000000..97f6937
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java
@@ -0,0 +1,61 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class FixedSizeTupleReference implements ITupleReference {
+
+    private final ITypeTraits[] typeTraits;
+    private final int[] fieldStartOffsets;
+    private byte[] data;
+    private int startOff;
+
+    public FixedSizeTupleReference(ITypeTraits[] typeTraits) {
+        this.typeTraits = typeTraits;
+        this.fieldStartOffsets = new int[typeTraits.length];
+        this.fieldStartOffsets[0] = 0;
+        for (int i = 1; i < typeTraits.length; i++) {
+            fieldStartOffsets[i] = fieldStartOffsets[i - 1] + typeTraits[i - 1].getFixedLength();
+        }
+    }
+
+    public void reset(byte[] data, int startOff) {
+        this.data = data;
+        this.startOff = startOff;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return typeTraits.length;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return data;
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        return typeTraits[fIdx].getFixedLength();
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        return startOff + fieldStartOffsets[fIdx];
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java
new file mode 100644
index 0000000..afeaf90
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java
@@ -0,0 +1,663 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.UnsortedInputException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.InvertedIndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.TOccurrenceSearcher;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+/**
+ * An inverted index consists of two files: 1. a file storing (paginated)
+ * inverted lists 2. a BTree-file mapping from tokens to inverted lists.
+ * Implemented features: bulk loading and searching (based on T-Occurrence) Not
+ * implemented features: updates (insert/update/delete) Limitations: a query
+ * cannot exceed the size of a Hyracks frame.
+ */
+public class OnDiskInvertedIndex implements IInvertedIndex {
+    protected final IHyracksCommonContext ctx = new DefaultHyracksCommonContext();
+
+    // Schema of BTree tuples, set in constructor.    
+    protected final int invListStartPageIdField;
+    protected final int invListEndPageIdField;
+    protected final int invListStartOffField;
+    protected final int invListNumElementsField;
+
+    // Type traits to be appended to the token type trait which finally form the BTree field type traits.
+    protected static final ITypeTraits[] btreeValueTypeTraits = new ITypeTraits[4];
+    static {
+        // startPageId
+        btreeValueTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        // endPageId
+        btreeValueTypeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        // startOff
+        btreeValueTypeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        // numElements
+        btreeValueTypeTraits[3] = IntegerPointable.TYPE_TRAITS;
+    }
+
+    protected BTree btree;
+    protected int rootPageId = 0;
+    protected IBufferCache bufferCache;
+    protected IFileMapProvider fileMapProvider;
+    protected int fileId = -1;
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+    protected final IInvertedListBuilder invListBuilder;
+    protected final int numTokenFields;
+    protected final int numInvListKeys;
+    protected final FileReference invListsFile;
+    // Last page id of inverted-lists file (inclusive). Set during bulk load.
+    protected int invListsMaxPageId = -1;
+    protected boolean isOpen = false;
+
+    public OnDiskInvertedIndex(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilder invListBuilder, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference btreeFile, FileReference invListsFile)
+            throws IndexException {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.invListBuilder = invListBuilder;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.btree = BTreeUtils.createBTree(bufferCache, fileMapProvider, getBTreeTypeTraits(tokenTypeTraits),
+                tokenCmpFactories, BTreeLeafFrameType.REGULAR_NSM, btreeFile);
+        this.numTokenFields = btree.getComparatorFactories().length;
+        this.numInvListKeys = invListCmpFactories.length;
+        this.invListsFile = invListsFile;
+        this.invListStartPageIdField = numTokenFields;
+        this.invListEndPageIdField = numTokenFields + 1;
+        this.invListStartOffField = numTokenFields + 2;
+        this.invListNumElementsField = numTokenFields + 3;
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        if (isOpen) {
+            throw new HyracksDataException("Failed to create since index is already open.");
+        }
+        btree.create();
+
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(invListsFile);
+            if (!fileIsMapped) {
+                bufferCache.createFile(invListsFile);
+            }
+            fileId = fileMapProvider.lookupFileId(invListsFile);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+        bufferCache.closeFile(fileId);
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isOpen) {
+            return;
+        }
+
+        btree.activate();
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(invListsFile);
+            if (!fileIsMapped) {
+                bufferCache.createFile(invListsFile);
+            }
+            fileId = fileMapProvider.lookupFileId(invListsFile);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+
+        isOpen = true;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        if (!isOpen) {
+            return;
+        }
+
+        btree.deactivate();
+        bufferCache.closeFile(fileId);
+
+        isOpen = false;
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        if (isOpen) {
+            throw new HyracksDataException("Failed to destroy since index is already open.");
+        }
+
+        btree.destroy();
+        invListsFile.delete();
+        if (fileId == -1) {
+            return;
+        }
+
+        bufferCache.deleteFile(fileId, false);
+        fileId = -1;
+    }
+
+    @Override
+    public synchronized void clear() throws HyracksDataException {
+        if (!isOpen) {
+            throw new HyracksDataException("Failed to clear since index is not open.");
+        }
+        btree.clear();
+        bufferCache.closeFile(fileId);
+        bufferCache.deleteFile(fileId, false);
+        invListsFile.getFile().delete();
+
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(invListsFile);
+            if (!fileIsMapped) {
+                bufferCache.createFile(invListsFile);
+            }
+            fileId = fileMapProvider.lookupFileId(invListsFile);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        return new FixedSizeElementInvertedListCursor(bufferCache, fileId, invListTypeTraits);
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        OnDiskInvertedIndexOpContext ctx = (OnDiskInvertedIndexOpContext) ictx;
+        ctx.btreePred.setLowKeyComparator(ctx.searchCmp);
+        ctx.btreePred.setHighKeyComparator(ctx.searchCmp);
+        ctx.btreePred.setLowKey(searchKey, true);
+        ctx.btreePred.setHighKey(searchKey, true);
+        ctx.btreeAccessor.search(ctx.btreeCursor, ctx.btreePred);
+        try {
+            if (ctx.btreeCursor.hasNext()) {
+                ctx.btreeCursor.next();
+                resetInvertedListCursor(ctx.btreeCursor.getTuple(), listCursor);
+            } else {
+                listCursor.reset(0, 0, 0, 0);
+            }
+        } finally {
+            ctx.btreeCursor.close();
+            ctx.btreeCursor.reset();
+        }
+    }
+
+    public void resetInvertedListCursor(ITupleReference btreeTuple, IInvertedListCursor listCursor) {
+        int startPageId = IntegerSerializerDeserializer.getInt(btreeTuple.getFieldData(invListStartPageIdField),
+                btreeTuple.getFieldStart(invListStartPageIdField));
+        int endPageId = IntegerSerializerDeserializer.getInt(btreeTuple.getFieldData(invListEndPageIdField),
+                btreeTuple.getFieldStart(invListEndPageIdField));
+        int startOff = IntegerSerializerDeserializer.getInt(btreeTuple.getFieldData(invListStartOffField),
+                btreeTuple.getFieldStart(invListStartOffField));
+        int numElements = IntegerSerializerDeserializer.getInt(btreeTuple.getFieldData(invListNumElementsField),
+                btreeTuple.getFieldStart(invListNumElementsField));
+        listCursor.reset(startPageId, endPageId, startOff, numElements);
+    }
+
+    public final class OnDiskInvertedIndexBulkLoader implements IIndexBulkLoader {
+        private final ArrayTupleBuilder btreeTupleBuilder;
+        private final ArrayTupleReference btreeTupleReference;
+        private final IIndexBulkLoader btreeBulkloader;
+
+        private int currentInvListStartPageId;
+        private int currentInvListStartOffset;
+        private final ArrayTupleBuilder lastTupleBuilder;
+        private final ArrayTupleReference lastTuple;
+
+        private int currentPageId;
+        private ICachedPage currentPage;
+        private final MultiComparator tokenCmp;
+        private final MultiComparator invListCmp;
+
+        private final boolean verifyInput;
+        private final MultiComparator allCmp;
+
+        public OnDiskInvertedIndexBulkLoader(float btreeFillFactor, boolean verifyInput, long numElementsHint,
+                int startPageId, int fileId) throws IndexException, HyracksDataException {
+            this.verifyInput = verifyInput;
+            this.tokenCmp = MultiComparator.create(btree.getComparatorFactories());
+            this.invListCmp = MultiComparator.create(invListCmpFactories);
+            if (verifyInput) {
+                allCmp = MultiComparator.create(btree.getComparatorFactories(), invListCmpFactories);
+            } else {
+                allCmp = null;
+            }
+            this.btreeTupleBuilder = new ArrayTupleBuilder(btree.getFieldCount());
+            this.btreeTupleReference = new ArrayTupleReference();
+            this.lastTupleBuilder = new ArrayTupleBuilder(numTokenFields + numInvListKeys);
+            this.lastTuple = new ArrayTupleReference();
+            this.btreeBulkloader = btree.createBulkLoader(btreeFillFactor, verifyInput, numElementsHint);
+            currentPageId = startPageId;
+            currentPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), true);
+            currentPage.acquireWriteLatch();
+            invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
+        }
+
+        public void pinNextPage() throws HyracksDataException {
+            currentPage.releaseWriteLatch();
+            bufferCache.unpin(currentPage);
+            currentPageId++;
+            currentPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), true);
+            currentPage.acquireWriteLatch();
+        }
+
+        private void createAndInsertBTreeTuple() throws IndexException, HyracksDataException {
+            // Build tuple.        
+            btreeTupleBuilder.reset();
+            DataOutput output = btreeTupleBuilder.getDataOutput();
+            // Add key fields.
+            for (int i = 0; i < numTokenFields; i++) {
+                btreeTupleBuilder.addField(lastTuple.getFieldData(i), lastTuple.getFieldStart(i),
+                        lastTuple.getFieldLength(i));
+            }
+            // Add inverted-list 'pointer' value fields.
+            try {
+                output.writeInt(currentInvListStartPageId);
+                btreeTupleBuilder.addFieldEndOffset();
+                output.writeInt(currentPageId);
+                btreeTupleBuilder.addFieldEndOffset();
+                output.writeInt(currentInvListStartOffset);
+                btreeTupleBuilder.addFieldEndOffset();
+                output.writeInt(invListBuilder.getListSize());
+                btreeTupleBuilder.addFieldEndOffset();
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+            // Reset tuple reference and add it into the BTree load.
+            btreeTupleReference.reset(btreeTupleBuilder.getFieldEndOffsets(), btreeTupleBuilder.getByteArray());
+            btreeBulkloader.add(btreeTupleReference);
+        }
+
+        /**
+         * Assumptions:
+         * The first btree.getMultiComparator().getKeyFieldCount() fields in tuple
+         * are btree keys (e.g., a string token).
+         * The next invListCmp.getKeyFieldCount() fields in tuple are keys of the
+         * inverted list (e.g., primary key).
+         * Key fields of inverted list are fixed size.
+         */
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            boolean firstElement = lastTupleBuilder.getSize() == 0;
+            boolean startNewList = firstElement;
+            if (!firstElement) {
+                // If the current and the last token don't match, we start a new list.
+                lastTuple.reset(lastTupleBuilder.getFieldEndOffsets(), lastTupleBuilder.getByteArray());
+                startNewList = tokenCmp.compare(tuple, lastTuple) != 0;
+            }
+            if (startNewList) {
+                if (!firstElement) {
+                    // Create entry in btree for last inverted list.
+                    createAndInsertBTreeTuple();
+                }
+                if (!invListBuilder.startNewList(tuple, numTokenFields)) {
+                    pinNextPage();
+                    invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
+                    if (!invListBuilder.startNewList(tuple, numTokenFields)) {
+                        throw new IllegalStateException("Failed to create first inverted list.");
+                    }
+                }
+                currentInvListStartPageId = currentPageId;
+                currentInvListStartOffset = invListBuilder.getPos();
+            } else {
+                if (invListCmp.compare(tuple, lastTuple, numTokenFields) == 0) {
+                    // Duplicate inverted-list element.
+                    return;
+                }
+            }
+
+            // Append to current inverted list.
+            if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
+                pinNextPage();
+                invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
+                if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
+                    throw new IllegalStateException(
+                            "Failed to append element to inverted list after switching to a new page.");
+                }
+            }
+
+            if (verifyInput && lastTupleBuilder.getSize() != 0) {
+                if (allCmp.compare(tuple, lastTuple) <= 0) {
+                    throw new UnsortedInputException(
+                            "Input stream given to OnDiskInvertedIndex bulk load is not sorted.");
+                }
+            }
+
+            // Remember last tuple by creating a copy.
+            // TODO: This portion can be optimized by only copying the token when it changes, and using the last appended inverted-list element as a reference.
+            lastTupleBuilder.reset();
+            for (int i = 0; i < tuple.getFieldCount(); i++) {
+                lastTupleBuilder.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            }
+        }
+
+        @Override
+        public void end() throws IndexException, HyracksDataException {
+            // The last tuple builder is empty if add() was never called.
+            if (lastTupleBuilder.getSize() != 0) {
+                createAndInsertBTreeTuple();
+            }
+            btreeBulkloader.end();
+
+            if (currentPage != null) {
+                currentPage.releaseWriteLatch();
+                bufferCache.unpin(currentPage);
+            }
+            invListsMaxPageId = currentPageId;
+        }
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public int getInvListsFileId() {
+        return fileId;
+    }
+
+    public int getInvListsMaxPageId() {
+        return invListsMaxPageId;
+    }
+
+    public IBinaryComparatorFactory[] getInvListCmpFactories() {
+        return invListCmpFactories;
+    }
+
+    public ITypeTraits[] getInvListTypeTraits() {
+        return invListTypeTraits;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    public class OnDiskInvertedIndexAccessor implements IInvertedIndexAccessor {
+        private final OnDiskInvertedIndex index;
+        private final IInvertedIndexSearcher searcher;
+        private final IIndexOperationContext opCtx = new OnDiskInvertedIndexOpContext(btree);
+
+        public OnDiskInvertedIndexAccessor(OnDiskInvertedIndex index) {
+            this.index = index;
+            this.searcher = new TOccurrenceSearcher(ctx, index);
+        }
+
+        // Let subclasses initialize.
+        protected OnDiskInvertedIndexAccessor(OnDiskInvertedIndex index, IInvertedIndexSearcher searcher) {
+            this.index = index;
+            this.searcher = searcher;
+        }
+
+        @Override
+        public IIndexCursor createSearchCursor() {
+            return new OnDiskInvertedIndexSearchCursor(searcher, index.getInvListTypeTraits().length);
+        }
+
+        @Override
+        public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
+                IndexException {
+            searcher.search((OnDiskInvertedIndexSearchCursor) cursor, (InvertedIndexSearchPredicate) searchPred, opCtx);
+        }
+
+        @Override
+        public IInvertedListCursor createInvertedListCursor() {
+            return index.createInvertedListCursor();
+        }
+
+        @Override
+        public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+                throws HyracksDataException, IndexException {
+            index.openInvertedListCursor(listCursor, searchKey, opCtx);
+        }
+
+        @Override
+        public IIndexCursor createRangeSearchCursor() {
+            return new OnDiskInvertedIndexRangeSearchCursor(index, opCtx);
+        }
+
+        @Override
+        public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
+                IndexException {
+            OnDiskInvertedIndexRangeSearchCursor rangeSearchCursor = (OnDiskInvertedIndexRangeSearchCursor) cursor;
+            rangeSearchCursor.open(null, searchPred);
+        }
+
+        @Override
+        public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+            throw new UnsupportedOperationException("Insert not supported by inverted index.");
+        }
+
+        @Override
+        public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+            throw new UnsupportedOperationException("Update not supported by inverted index.");
+        }
+
+        @Override
+        public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+            throw new UnsupportedOperationException("Delete not supported by inverted index.");
+        }
+
+        @Override
+        public void upsert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            throw new UnsupportedOperationException("Upsert not supported by inverted index.");
+        }
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new OnDiskInvertedIndexAccessor(this);
+    }
+
+    // This is just a dummy hyracks context for allocating frames for temporary
+    // results during inverted index searches.
+    // TODO: In the future we should use the real HyracksTaskContext to track
+    // frame usage.
+    public static class DefaultHyracksCommonContext implements IHyracksCommonContext {
+        private final int FRAME_SIZE = 32768;
+
+        @Override
+        public int getFrameSize() {
+            return FRAME_SIZE;
+        }
+
+        @Override
+        public IIOManager getIOManager() {
+            return null;
+        }
+
+        @Override
+        public ByteBuffer allocateFrame() {
+            return ByteBuffer.allocate(FRAME_SIZE);
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+            throws IndexException {
+        try {
+            return new OnDiskInvertedIndexBulkLoader(fillFactor, verifyInput, numElementsHint, rootPageId, fileId);
+        } catch (HyracksDataException e) {
+            throw new InvertedIndexException(e);
+        }
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        btree.validate();
+        // Scan the btree and validate the order of elements in each inverted-list.
+        IIndexAccessor btreeAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        IIndexCursor btreeCursor = btreeAccessor.createSearchCursor();
+        MultiComparator btreeCmp = MultiComparator.createIgnoreFieldLength(btree.getComparatorFactories());
+        RangePredicate rangePred = new RangePredicate(null, null, true, true, btreeCmp, btreeCmp);
+        int[] fieldPermutation = new int[tokenTypeTraits.length];
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            fieldPermutation[i] = i;
+        }
+        PermutingTupleReference tokenTuple = new PermutingTupleReference(fieldPermutation);
+
+        IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IInvertedListCursor invListCursor = invIndexAccessor.createInvertedListCursor();
+        MultiComparator invListCmp = MultiComparator.createIgnoreFieldLength(invListCmpFactories);
+
+        try {
+            // Search key for finding an inverted-list in the actual index.
+            ArrayTupleBuilder prevBuilder = new ArrayTupleBuilder(invListTypeTraits.length);
+            ArrayTupleReference prevTuple = new ArrayTupleReference();
+            btreeAccessor.search(btreeCursor, rangePred);
+            while (btreeCursor.hasNext()) {
+                btreeCursor.next();
+                tokenTuple.reset(btreeCursor.getTuple());
+                // Validate inverted list by checking that the elements are totally ordered.
+                invIndexAccessor.openInvertedListCursor(invListCursor, tokenTuple);
+                invListCursor.pinPages();
+                try {
+                    if (invListCursor.hasNext()) {
+                        invListCursor.next();
+                        ITupleReference invListElement = invListCursor.getTuple();
+                        // Initialize prev tuple.
+                        TupleUtils.copyTuple(prevBuilder, invListElement, invListElement.getFieldCount());
+                        prevTuple.reset(prevBuilder.getFieldEndOffsets(), prevBuilder.getByteArray());
+                    }
+                    while (invListCursor.hasNext()) {
+                        invListCursor.next();
+                        ITupleReference invListElement = invListCursor.getTuple();
+                        // Compare with previous element.
+                        if (invListCmp.compare(invListElement, prevTuple) <= 0) {
+                            throw new HyracksDataException("Index validation failed.");
+                        }
+                        // Set new prevTuple.
+                        TupleUtils.copyTuple(prevBuilder, invListElement, invListElement.getFieldCount());
+                        prevTuple.reset(prevBuilder.getFieldEndOffsets(), prevBuilder.getByteArray());
+                    }
+                } finally {
+                    invListCursor.unpinPages();
+                }
+            }
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        } finally {
+            btreeCursor.close();
+        }
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        return 0;
+    }
+
+    protected static ITypeTraits[] getBTreeTypeTraits(ITypeTraits[] tokenTypeTraits) {
+        ITypeTraits[] btreeTypeTraits = new ITypeTraits[tokenTypeTraits.length + btreeValueTypeTraits.length];
+        // Set key type traits.
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            btreeTypeTraits[i] = tokenTypeTraits[i];
+        }
+        // Set value type traits.
+        for (int i = 0; i < btreeValueTypeTraits.length; i++) {
+            btreeTypeTraits[i + tokenTypeTraits.length] = btreeValueTypeTraits[i];
+        }
+        return btreeTypeTraits;
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenCmpFactories() {
+        return tokenCmpFactories;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java
new file mode 100644
index 0000000..5401519
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java
@@ -0,0 +1,61 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.IndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexFileNameMapper;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class OnDiskInvertedIndexFactory extends IndexFactory<IInvertedIndex> {
+
+    protected final IInvertedListBuilderFactory invListBuilderFactory;
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+    protected final IInvertedIndexFileNameMapper fileNameMapper;
+
+    public OnDiskInvertedIndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilderFactory invListBuilderFactory, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IInvertedIndexFileNameMapper fileNameMapper) {
+        super(bufferCache, fileMapProvider, null);
+        this.invListBuilderFactory = invListBuilderFactory;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.fileNameMapper = fileNameMapper;
+    }
+
+    @Override
+    public IInvertedIndex createIndexInstance(FileReference dictBTreeFile) throws IndexException {
+        String invListsFilePath = fileNameMapper.getInvListsFilePath(dictBTreeFile.getFile().getPath());
+        FileReference invListsFile = new FileReference(new File(invListsFilePath));
+        IInvertedListBuilder invListBuilder = invListBuilderFactory.create();
+        return new OnDiskInvertedIndex(bufferCache, fileMapProvider, invListBuilder, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, dictBTreeFile, invListsFile);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java
new file mode 100644
index 0000000..9e6194e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java
@@ -0,0 +1,60 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class OnDiskInvertedIndexOpContext implements IIndexOperationContext {
+
+    public final RangePredicate btreePred = new RangePredicate(null, null, true, true, null, null);
+    public IIndexAccessor btreeAccessor;
+    public IIndexCursor btreeCursor;
+    public MultiComparator searchCmp;
+    // For prefix search on partitioned indexes.
+    public MultiComparator prefixSearchCmp;
+
+    public OnDiskInvertedIndexOpContext(BTree btree) {
+        // TODO: Ignore opcallbacks for now.
+        btreeAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        btreeCursor = btreeAccessor.createSearchCursor();
+        searchCmp = MultiComparator.createIgnoreFieldLength(btree.getComparatorFactories());
+        if (btree.getComparatorFactories().length > 1) {
+            prefixSearchCmp = MultiComparator.create(btree.getComparatorFactories(), 0, 1);
+        }
+    }
+
+    @Override
+    public void reset() {
+        // Nothing to be done here, only search operation supported.
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        // Nothing to be done here, only search operation supported.
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return IndexOperation.SEARCH;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java
new file mode 100644
index 0000000..b41b0d1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java
@@ -0,0 +1,138 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+
+/**
+ * Scans a range of tokens, returning tuples containing a token and an inverted-list element.
+ */
+public class OnDiskInvertedIndexRangeSearchCursor implements IIndexCursor {
+
+    private final BTree btree;
+    private final IIndexAccessor btreeAccessor;
+    private final IInvertedIndex invIndex;
+    private final IIndexOperationContext opCtx;
+    private final IInvertedListCursor invListCursor;
+    private boolean unpinNeeded;
+    
+    private final IIndexCursor btreeCursor;
+    private RangePredicate btreePred;
+
+    private final PermutingTupleReference tokenTuple;
+    private ConcatenatingTupleReference concatTuple;
+
+    public OnDiskInvertedIndexRangeSearchCursor(IInvertedIndex invIndex, IIndexOperationContext opCtx) {
+        this.btree = ((OnDiskInvertedIndex) invIndex).getBTree();
+        this.btreeAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        this.invIndex = invIndex;
+        this.opCtx = opCtx;
+        // Project away non-token fields of the BTree tuples.
+        int[] fieldPermutation = new int[invIndex.getTokenTypeTraits().length];
+        for (int i = 0; i < invIndex.getTokenTypeTraits().length; i++) {
+            fieldPermutation[i] = i;
+        }
+        tokenTuple = new PermutingTupleReference(fieldPermutation);
+        btreeCursor = btreeAccessor.createSearchCursor();
+        concatTuple = new ConcatenatingTupleReference(2);
+        invListCursor = invIndex.createInvertedListCursor();
+        unpinNeeded = false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        this.btreePred = (RangePredicate) searchPred;
+        try {
+            btreeAccessor.search(btreeCursor, btreePred);
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }        
+        invListCursor.pinPages();
+        unpinNeeded = true;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (invListCursor.hasNext()) {
+            return true;
+        }
+        if (unpinNeeded) {
+            invListCursor.unpinPages();
+            unpinNeeded = false;
+        }
+        if (!btreeCursor.hasNext()) {
+            return false;
+        }
+        btreeCursor.next();
+        tokenTuple.reset(btreeCursor.getTuple());
+        try {
+            invIndex.openInvertedListCursor(invListCursor, tokenTuple, opCtx);
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        invListCursor.pinPages();
+        invListCursor.hasNext();
+        unpinNeeded = true;
+        concatTuple.reset();
+        concatTuple.addTuple(tokenTuple);
+        return true;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        invListCursor.next();
+        if (concatTuple.hasMaxTuples()) {
+            concatTuple.removeLastTuple();
+        }
+        concatTuple.addTuple(invListCursor.getTuple());
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (unpinNeeded) {
+            invListCursor.unpinPages();
+            unpinNeeded = false;
+        }
+        btreeCursor.close();
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        if (unpinNeeded) {
+            invListCursor.unpinPages();
+            unpinNeeded = false;
+        }
+        btreeCursor.close();
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return concatTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java
new file mode 100644
index 0000000..3060ef4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java
@@ -0,0 +1,108 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.nio.ByteBuffer;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+
+public class OnDiskInvertedIndexSearchCursor implements IIndexCursor {
+
+    private List<ByteBuffer> resultBuffers;
+    private int numResultBuffers;
+    private int currentBufferIndex = 0;
+    private int tupleIndex = 0;
+    private final IInvertedIndexSearcher invIndexSearcher;
+    private final IFrameTupleAccessor fta;
+    private final FixedSizeTupleReference frameTuple;
+    private final PermutingTupleReference resultTuple;
+    
+    public OnDiskInvertedIndexSearchCursor(IInvertedIndexSearcher invIndexSearcher, int numInvListFields) {
+        this.invIndexSearcher = invIndexSearcher;
+        this.fta = invIndexSearcher.createResultFrameTupleAccessor();
+        this.frameTuple = (FixedSizeTupleReference) invIndexSearcher.createResultFrameTupleReference();
+        // Project away the occurrence count from the result tuples.
+        int[] fieldPermutation = new int[numInvListFields];
+        for (int i = 0; i < numInvListFields; i++) {
+            fieldPermutation[i] = i;
+        }
+        resultTuple = new PermutingTupleReference(fieldPermutation);
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        currentBufferIndex = 0;
+        tupleIndex = 0;
+        resultBuffers = invIndexSearcher.getResultBuffers();
+        numResultBuffers = invIndexSearcher.getNumValidResultBuffers();
+        if (numResultBuffers > 0) {
+            fta.reset(resultBuffers.get(0));
+        }
+    }
+    
+    @Override
+    public boolean hasNext() {
+        if (currentBufferIndex < numResultBuffers && tupleIndex < fta.getTupleCount()) {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    @Override
+    public void next() {
+        frameTuple.reset(fta.getBuffer().array(), fta.getTupleStartOffset(tupleIndex));
+        resultTuple.reset(frameTuple);
+        tupleIndex++;
+        if (tupleIndex >= fta.getTupleCount()) {
+            if (currentBufferIndex + 1 < numResultBuffers) {
+                currentBufferIndex++;
+                fta.reset(resultBuffers.get(currentBufferIndex));
+                tupleIndex = 0;
+            }
+        }        
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return resultTuple;
+    }
+
+    @Override
+    public void reset() {
+        currentBufferIndex = 0;
+        tupleIndex = 0;
+        invIndexSearcher.reset();
+        resultBuffers = invIndexSearcher.getResultBuffers();
+        numResultBuffers = invIndexSearcher.getNumValidResultBuffers();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        currentBufferIndex = 0;
+        tupleIndex = 0;
+        resultBuffers = null;
+        numResultBuffers = 0;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java
new file mode 100644
index 0000000..6e395e7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java
@@ -0,0 +1,116 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.ShortSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IPartitionedInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedListPartitions;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.PartitionedTOccurrenceSearcher;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class PartitionedOnDiskInvertedIndex extends OnDiskInvertedIndex implements IPartitionedInvertedIndex {
+
+    protected final int PARTITIONING_NUM_TOKENS_FIELD = 1;
+
+    public PartitionedOnDiskInvertedIndex(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilder invListBuilder, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference btreeFile, FileReference invListsFile)
+            throws IndexException {
+        super(bufferCache, fileMapProvider, invListBuilder, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, btreeFile, invListsFile);
+    }
+
+    public class PartitionedOnDiskInvertedIndexAccessor extends OnDiskInvertedIndexAccessor {
+        public PartitionedOnDiskInvertedIndexAccessor(OnDiskInvertedIndex index) {
+            super(index, new PartitionedTOccurrenceSearcher(ctx, index));
+        }
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new PartitionedOnDiskInvertedIndexAccessor(this);
+    }
+
+    @Override
+    public boolean openInvertedListPartitionCursors(IInvertedIndexSearcher searcher, IIndexOperationContext ictx,
+            short numTokensLowerBound, short numTokensUpperBound, InvertedListPartitions invListPartitions,
+            ArrayList<IInvertedListCursor> cursorsOrderedByTokens) throws HyracksDataException, IndexException {
+        PartitionedTOccurrenceSearcher partSearcher = (PartitionedTOccurrenceSearcher) searcher;
+        OnDiskInvertedIndexOpContext ctx = (OnDiskInvertedIndexOpContext) ictx;
+        ITupleReference lowSearchKey = null;
+        ITupleReference highSearchKey = null;
+        partSearcher.setNumTokensBoundsInSearchKeys(numTokensLowerBound, numTokensUpperBound);
+        if (numTokensLowerBound < 0) {
+            ctx.btreePred.setLowKeyComparator(ctx.prefixSearchCmp);
+            lowSearchKey = partSearcher.getPrefixSearchKey();
+        } else {
+            ctx.btreePred.setLowKeyComparator(ctx.searchCmp);
+            lowSearchKey = partSearcher.getFullLowSearchKey();
+        }
+        if (numTokensUpperBound < 0) {
+            ctx.btreePred.setHighKeyComparator(ctx.prefixSearchCmp);
+            highSearchKey = partSearcher.getPrefixSearchKey();
+        } else {
+            ctx.btreePred.setHighKeyComparator(ctx.searchCmp);
+            highSearchKey = partSearcher.getFullHighSearchKey();
+        }
+        ctx.btreePred.setLowKey(lowSearchKey, true);
+        ctx.btreePred.setHighKey(highSearchKey, true);
+        ctx.btreeAccessor.search(ctx.btreeCursor, ctx.btreePred);
+        boolean tokenExists = false;
+        try {
+            while (ctx.btreeCursor.hasNext()) {
+                ctx.btreeCursor.next();
+                ITupleReference btreeTuple = ctx.btreeCursor.getTuple();
+                short numTokens = ShortSerializerDeserializer.getShort(
+                        btreeTuple.getFieldData(PARTITIONING_NUM_TOKENS_FIELD),
+                        btreeTuple.getFieldStart(PARTITIONING_NUM_TOKENS_FIELD));
+                IInvertedListCursor invListCursor = partSearcher.getCachedInvertedListCursor();
+                resetInvertedListCursor(btreeTuple, invListCursor);
+                cursorsOrderedByTokens.add(invListCursor);
+                invListPartitions.addInvertedListCursor(invListCursor, numTokens);
+                tokenExists = true;
+            }
+        } finally {
+            ctx.btreeCursor.close();
+            ctx.btreeCursor.reset();
+        }
+        return tokenExists;
+    }
+
+    @Override
+    public boolean isEmpty() {
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java
new file mode 100644
index 0000000..854a30f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java
@@ -0,0 +1,48 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexFileNameMapper;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class PartitionedOnDiskInvertedIndexFactory extends OnDiskInvertedIndexFactory {
+    
+    public PartitionedOnDiskInvertedIndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilderFactory invListBuilderFactory, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IInvertedIndexFileNameMapper fileNameMapper) {
+        super(bufferCache, fileMapProvider, invListBuilderFactory, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, fileNameMapper);
+    }
+
+    @Override
+    public IInvertedIndex createIndexInstance(FileReference dictBTreeFile) throws IndexException {
+        String invListsFilePath = fileNameMapper.getInvListsFilePath(dictBTreeFile.getFile().getPath());
+        FileReference invListsFile = new FileReference(new File(invListsFilePath));
+        IInvertedListBuilder invListBuilder = invListBuilderFactory.create();
+        return new PartitionedOnDiskInvertedIndex(bufferCache, fileMapProvider, invListBuilder, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, dictBTreeFile, invListsFile);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java
new file mode 100644
index 0000000..d973967
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java
@@ -0,0 +1,154 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.ObjectCache;
+
+public abstract class AbstractTOccurrenceSearcher implements IInvertedIndexSearcher {
+    protected static final RecordDescriptor QUERY_TOKEN_REC_DESC = new RecordDescriptor(
+            new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE });
+
+    protected final int OBJECT_CACHE_INIT_SIZE = 10;
+    protected final int OBJECT_CACHE_EXPAND_SIZE = 10;
+
+    protected final IHyracksCommonContext ctx;
+
+    protected final InvertedListMerger invListMerger;
+    protected final SearchResult searchResult;
+    protected final IInvertedIndex invIndex;
+    protected final MultiComparator invListCmp;
+
+    protected final ArrayTupleBuilder queryTokenBuilder = new ArrayTupleBuilder(QUERY_TOKEN_REC_DESC.getFieldCount());
+    protected final ByteBuffer queryTokenFrame;
+    protected final FrameTupleAppender queryTokenAppender;
+    protected final FrameTupleAccessor queryTokenAccessor;
+    protected final FrameTupleReference searchKey = new FrameTupleReference();
+
+    protected int occurrenceThreshold;
+
+    protected final IObjectFactory<IInvertedListCursor> invListCursorFactory;
+    protected final ObjectCache<IInvertedListCursor> invListCursorCache;
+
+    public AbstractTOccurrenceSearcher(IHyracksCommonContext ctx, IInvertedIndex invIndex) {
+        this.ctx = ctx;
+        this.invListMerger = new InvertedListMerger(ctx, invIndex);
+        this.searchResult = new SearchResult(invIndex.getInvListTypeTraits(), ctx);
+        this.invIndex = invIndex;
+        this.invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
+        this.invListCursorFactory = new InvertedListCursorFactory(invIndex);
+        this.invListCursorCache = new ObjectCache<IInvertedListCursor>(invListCursorFactory, OBJECT_CACHE_INIT_SIZE,
+                OBJECT_CACHE_EXPAND_SIZE);
+        this.queryTokenFrame = ctx.allocateFrame();
+        this.queryTokenAppender = new FrameTupleAppender(ctx.getFrameSize());
+        this.queryTokenAccessor = new FrameTupleAccessor(ctx.getFrameSize(), QUERY_TOKEN_REC_DESC);
+        this.queryTokenAccessor.reset(queryTokenFrame);
+    }
+
+    public void reset() {
+        searchResult.clear();
+        invListMerger.reset();
+    }
+
+    protected void tokenizeQuery(InvertedIndexSearchPredicate searchPred) throws HyracksDataException,
+            OccurrenceThresholdPanicException {
+        ITupleReference queryTuple = searchPred.getQueryTuple();
+        int queryFieldIndex = searchPred.getQueryFieldIndex();
+        IBinaryTokenizer queryTokenizer = searchPred.getQueryTokenizer();
+
+        queryTokenAppender.reset(queryTokenFrame, true);
+        queryTokenizer.reset(queryTuple.getFieldData(queryFieldIndex), queryTuple.getFieldStart(queryFieldIndex),
+                queryTuple.getFieldLength(queryFieldIndex));
+
+        while (queryTokenizer.hasNext()) {
+            queryTokenizer.next();
+            queryTokenBuilder.reset();
+            try {
+                IToken token = queryTokenizer.getToken();
+                token.serializeToken(queryTokenBuilder.getFieldData());
+                queryTokenBuilder.addFieldEndOffset();
+                // WARNING: assuming one frame is big enough to hold all tokens
+                queryTokenAppender.append(queryTokenBuilder.getFieldEndOffsets(), queryTokenBuilder.getByteArray(), 0,
+                        queryTokenBuilder.getSize());
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    public IFrameTupleAccessor createResultFrameTupleAccessor() {
+        return new FixedSizeFrameTupleAccessor(ctx.getFrameSize(), searchResult.getTypeTraits());
+    }
+
+    public ITupleReference createResultFrameTupleReference() {
+        return new FixedSizeTupleReference(searchResult.getTypeTraits());
+    }
+
+    @Override
+    public List<ByteBuffer> getResultBuffers() {
+        return searchResult.getBuffers();
+    }
+
+    @Override
+    public int getNumValidResultBuffers() {
+        return searchResult.getCurrentBufferIndex() + 1;
+    }
+
+    public int getOccurrenceThreshold() {
+        return occurrenceThreshold;
+    }
+
+    public void printNewResults(int maxResultBufIdx, List<ByteBuffer> buffer) {
+        StringBuffer strBuffer = new StringBuffer();
+        FixedSizeFrameTupleAccessor resultFrameTupleAcc = searchResult.getAccessor();
+        for (int i = 0; i <= maxResultBufIdx; i++) {
+            ByteBuffer testBuf = buffer.get(i);
+            resultFrameTupleAcc.reset(testBuf);
+            for (int j = 0; j < resultFrameTupleAcc.getTupleCount(); j++) {
+                strBuffer.append(IntegerSerializerDeserializer.getInt(resultFrameTupleAcc.getBuffer().array(),
+                        resultFrameTupleAcc.getFieldStartOffset(j, 0)) + ",");
+                strBuffer.append(IntegerSerializerDeserializer.getInt(resultFrameTupleAcc.getBuffer().array(),
+                        resultFrameTupleAcc.getFieldStartOffset(j, 1)) + " ");
+            }
+        }
+        System.out.println(strBuffer.toString());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ArrayListFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ArrayListFactory.java
new file mode 100644
index 0000000..493063e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ArrayListFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+
+public class ArrayListFactory<T> implements IObjectFactory<ArrayList<T>>{
+    @Override
+    public ArrayList<T> create() {
+        return new ArrayList<T>();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java
new file mode 100644
index 0000000..318f1e1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java
@@ -0,0 +1,46 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+
+public class ConjunctiveSearchModifier implements IInvertedIndexSearchModifier {
+
+    @Override
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return numQueryTokens;
+    }
+
+    @Override
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists) {
+        return 1;
+    }
+    
+    @Override
+    public String toString() {
+        return "Conjunctive Search Modifier";
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return -1;
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return -1;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java
new file mode 100644
index 0000000..83e1f4b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java
@@ -0,0 +1,28 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class ConjunctiveSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new ConjunctiveSearchModifier();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java
new file mode 100644
index 0000000..9c06f4d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java
@@ -0,0 +1,70 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+
+public class EditDistanceSearchModifier implements IInvertedIndexSearchModifier {
+
+    private int gramLength;
+    private int edThresh;
+
+    public EditDistanceSearchModifier(int gramLength, int edThresh) {
+        this.gramLength = gramLength;
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return numQueryTokens - edThresh * gramLength;
+    }
+
+    @Override
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists) {
+        return numInvLists - occurrenceThreshold + 1;
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return (short) (numQueryTokens - edThresh);
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return (short) (numQueryTokens + edThresh);
+    }
+
+    public int getGramLength() {
+        return gramLength;
+    }
+
+    public void setGramLength(int gramLength) {
+        this.gramLength = gramLength;
+    }
+
+    public int getEdThresh() {
+        return edThresh;
+    }
+
+    public void setEdThresh(int edThresh) {
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public String toString() {
+        return "Edit Distance Search Modifier, GramLen: " + gramLength + ", Threshold: " + edThresh;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java
new file mode 100644
index 0000000..879c34e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class EditDistanceSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int gramLength;
+    private final int edThresh;
+    
+    public EditDistanceSearchModifierFactory(int gramLength, int edThresh) {
+        this.gramLength = gramLength;
+        this.edThresh = edThresh;
+    }
+    
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new EditDistanceSearchModifier(gramLength, edThresh);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
new file mode 100644
index 0000000..2065691
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
@@ -0,0 +1,72 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+
+public class InvertedIndexSearchPredicate implements ISearchPredicate {
+    private static final long serialVersionUID = 1L;
+
+    private ITupleReference queryTuple;
+    private int queryFieldIndex;
+    private final IBinaryTokenizer queryTokenizer;
+    private final IInvertedIndexSearchModifier searchModifier;    
+    
+    public InvertedIndexSearchPredicate(IBinaryTokenizer queryTokenizer, IInvertedIndexSearchModifier searchModifier) {
+        this.queryTokenizer = queryTokenizer;
+        this.searchModifier = searchModifier;
+    }
+    
+    public void setQueryTuple(ITupleReference queryTuple) {
+        this.queryTuple = queryTuple;
+    }
+    
+    public ITupleReference getQueryTuple() {
+        return queryTuple;
+    }
+    
+    public void setQueryFieldIndex(int queryFieldIndex) {
+        this.queryFieldIndex = queryFieldIndex;
+    }
+    
+    public int getQueryFieldIndex() {
+        return queryFieldIndex;
+    }
+    
+    public IInvertedIndexSearchModifier getSearchModifier() {
+        return searchModifier;
+    }
+    
+    public IBinaryTokenizer getQueryTokenizer() {
+        return queryTokenizer;
+    }
+    
+    @Override
+    public MultiComparator getLowKeyComparator() {
+        // TODO: This doesn't make sense for an inverted index. Change ISearchPredicate interface.
+        return null;
+    }
+
+    @Override
+    public MultiComparator getHighKeyComparator() {
+        // TODO: This doesn't make sense for an inverted index. Change ISearchPredicate interface.
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedListCursorFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedListCursorFactory.java
new file mode 100644
index 0000000..b4b3c43
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedListCursorFactory.java
@@ -0,0 +1,34 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+
+public class InvertedListCursorFactory implements IObjectFactory<IInvertedListCursor> {
+
+    private final IInvertedIndex invIndex;
+
+    public InvertedListCursorFactory(IInvertedIndex invIndex) {
+        this.invIndex = invIndex;
+    }
+
+    @Override
+    public IInvertedListCursor create() {
+        return invIndex.createInvertedListCursor();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java
new file mode 100644
index 0000000..fbdfd64
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java
@@ -0,0 +1,330 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeTupleReference;
+
+// TODO: The merge procedure is rather confusing regarding cursor positions, hasNext() calls etc.
+// Needs an overhaul some time.
+public class InvertedListMerger {
+
+    protected final MultiComparator invListCmp;
+    protected SearchResult prevSearchResult;
+    protected SearchResult newSearchResult;
+
+    public InvertedListMerger(IHyracksCommonContext ctx, IInvertedIndex invIndex) {
+        this.invListCmp = MultiComparator.createIgnoreFieldLength(invIndex.getInvListCmpFactories());
+        this.prevSearchResult = new SearchResult(invIndex.getInvListTypeTraits(), ctx);
+        this.newSearchResult = new SearchResult(prevSearchResult);
+    }
+
+    public void merge(ArrayList<IInvertedListCursor> invListCursors, int occurrenceThreshold, int numPrefixLists,
+            SearchResult searchResult) throws HyracksDataException, IndexException {
+        Collections.sort(invListCursors);
+        int numInvLists = invListCursors.size();
+        SearchResult result = null;
+        for (int i = 0; i < numInvLists; i++) {
+            SearchResult swapTemp = prevSearchResult;
+            prevSearchResult = newSearchResult;
+            newSearchResult = swapTemp;
+            newSearchResult.reset();
+            if (i + 1 != numInvLists) {
+                // Use temporary search results when not merging last list.
+                result = newSearchResult;
+            } else {
+                // When merging the last list, append results to the final search result.
+                result = searchResult;
+            }
+            IInvertedListCursor invListCursor = invListCursors.get(i);
+            invListCursor.pinPages();
+            if (i < numPrefixLists) {
+                // Merge prefix list.
+                mergePrefixList(invListCursor, prevSearchResult, result);
+            } else {
+                // Merge suffix list.
+                int numInvListElements = invListCursor.size();
+                int currentNumResults = prevSearchResult.getNumResults();
+                // Should we binary search the next list or should we sort-merge it?
+                if (currentNumResults * Math.log(numInvListElements) < currentNumResults + numInvListElements) {
+                    mergeSuffixListProbe(invListCursor, prevSearchResult, result, i, numInvLists,
+                            occurrenceThreshold);
+                } else {
+                    mergeSuffixListScan(invListCursor, prevSearchResult, result, i, numInvLists,
+                            occurrenceThreshold);
+                }
+            }
+            invListCursor.unpinPages();
+        }
+    }
+
+    protected void mergeSuffixListProbe(IInvertedListCursor invListCursor, SearchResult prevSearchResult,
+            SearchResult newSearchResult, int invListIx, int numInvLists, int occurrenceThreshold)
+            throws HyracksDataException, IndexException {
+
+        int prevBufIdx = 0;
+        int maxPrevBufIdx = prevSearchResult.getCurrentBufferIndex();
+        ByteBuffer prevCurrentBuffer = prevSearchResult.getBuffers().get(0);
+
+        FixedSizeFrameTupleAccessor resultFrameTupleAcc = prevSearchResult.getAccessor();
+        FixedSizeTupleReference resultTuple = prevSearchResult.getTuple();
+
+        int resultTidx = 0;
+
+        resultFrameTupleAcc.reset(prevCurrentBuffer);
+
+        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+            int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
+                    resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+
+            if (invListCursor.containsKey(resultTuple, invListCmp)) {
+                count++;
+                newSearchResult.append(resultTuple, count);
+            } else {
+                if (count + numInvLists - invListIx > occurrenceThreshold) {
+                    newSearchResult.append(resultTuple, count);
+                }
+            }
+
+            resultTidx++;
+            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                prevBufIdx++;
+                if (prevBufIdx <= maxPrevBufIdx) {
+                    prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                    resultFrameTupleAcc.reset(prevCurrentBuffer);
+                    resultTidx = 0;
+                }
+            }
+        }
+    }
+
+    protected void mergeSuffixListScan(IInvertedListCursor invListCursor, SearchResult prevSearchResult,
+            SearchResult newSearchResult, int invListIx, int numInvLists, int occurrenceThreshold)
+            throws HyracksDataException, IndexException {
+
+        int prevBufIdx = 0;
+        int maxPrevBufIdx = prevSearchResult.getCurrentBufferIndex();
+        ByteBuffer prevCurrentBuffer = prevSearchResult.getBuffers().get(0);
+
+        FixedSizeFrameTupleAccessor resultFrameTupleAcc = prevSearchResult.getAccessor();
+        FixedSizeTupleReference resultTuple = prevSearchResult.getTuple();
+
+        boolean advanceCursor = true;
+        boolean advancePrevResult = false;
+        int resultTidx = 0;
+
+        resultFrameTupleAcc.reset(prevCurrentBuffer);
+
+        int invListTidx = 0;
+        int invListNumTuples = invListCursor.size();
+
+        if (invListCursor.hasNext())
+            invListCursor.next();
+
+        while (invListTidx < invListNumTuples && resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            ITupleReference invListTuple = invListCursor.getTuple();
+
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+
+            int cmp = invListCmp.compare(invListTuple, resultTuple);
+            if (cmp == 0) {
+                int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
+                        resultTuple.getFieldStart(resultTuple.getFieldCount() - 1)) + 1;
+                newSearchResult.append(resultTuple, count);
+                advanceCursor = true;
+                advancePrevResult = true;
+            } else {
+                if (cmp < 0) {
+                    advanceCursor = true;
+                    advancePrevResult = false;
+                } else {
+                    int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
+                            resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+                    if (count + numInvLists - invListIx > occurrenceThreshold) {
+                        newSearchResult.append(resultTuple, count);
+                    }
+                    advanceCursor = false;
+                    advancePrevResult = true;
+                }
+            }
+
+            if (advancePrevResult) {
+                resultTidx++;
+                if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                    prevBufIdx++;
+                    if (prevBufIdx <= maxPrevBufIdx) {
+                        prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                        resultFrameTupleAcc.reset(prevCurrentBuffer);
+                        resultTidx = 0;
+                    }
+                }
+            }
+
+            if (advanceCursor) {
+                invListTidx++;
+                if (invListCursor.hasNext()) {
+                    invListCursor.next();
+                }
+            }
+        }
+
+        // append remaining elements from previous result set
+        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+
+            int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
+                    resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+            if (count + numInvLists - invListIx > occurrenceThreshold) {
+                newSearchResult.append(resultTuple, count);
+            }
+
+            resultTidx++;
+            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                prevBufIdx++;
+                if (prevBufIdx <= maxPrevBufIdx) {
+                    prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                    resultFrameTupleAcc.reset(prevCurrentBuffer);
+                    resultTidx = 0;
+                }
+            }
+        }
+    }
+
+    protected void mergePrefixList(IInvertedListCursor invListCursor, SearchResult prevSearchResult,
+            SearchResult newSearchResult) throws HyracksDataException, IndexException {
+
+        int prevBufIdx = 0;
+        int maxPrevBufIdx = prevSearchResult.getCurrentBufferIndex();
+        ByteBuffer prevCurrentBuffer = prevSearchResult.getBuffers().get(0);
+
+        FixedSizeFrameTupleAccessor resultFrameTupleAcc = prevSearchResult.getAccessor();
+        FixedSizeTupleReference resultTuple = prevSearchResult.getTuple();
+
+        boolean advanceCursor = true;
+        boolean advancePrevResult = false;
+        int resultTidx = 0;
+
+        resultFrameTupleAcc.reset(prevCurrentBuffer);
+
+        int invListTidx = 0;
+        int invListNumTuples = invListCursor.size();
+
+        if (invListCursor.hasNext())
+            invListCursor.next();
+
+        while (invListTidx < invListNumTuples && resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            ITupleReference invListTuple = invListCursor.getTuple();
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+
+            int cmp = invListCmp.compare(invListTuple, resultTuple);
+            if (cmp == 0) {
+                int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
+                        resultTuple.getFieldStart(resultTuple.getFieldCount() - 1)) + 1;
+                newSearchResult.append(resultTuple, count);
+                advanceCursor = true;
+                advancePrevResult = true;
+            } else {
+                if (cmp < 0) {
+                    int count = 1;
+                    newSearchResult.append(invListTuple, count);
+                    advanceCursor = true;
+                    advancePrevResult = false;
+                } else {
+                    int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
+                            resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+                    newSearchResult.append(resultTuple, count);
+                    advanceCursor = false;
+                    advancePrevResult = true;
+                }
+            }
+
+            if (advancePrevResult) {
+                resultTidx++;
+                if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                    prevBufIdx++;
+                    if (prevBufIdx <= maxPrevBufIdx) {
+                        prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                        resultFrameTupleAcc.reset(prevCurrentBuffer);
+                        resultTidx = 0;
+                    }
+                }
+            }
+
+            if (advanceCursor) {
+                invListTidx++;
+                if (invListCursor.hasNext()) {
+                    invListCursor.next();
+                }
+            }
+        }
+
+        // append remaining new elements from inverted list
+        while (invListTidx < invListNumTuples) {
+            ITupleReference invListTuple = invListCursor.getTuple();
+            newSearchResult.append(invListTuple, 1);
+            invListTidx++;
+            if (invListCursor.hasNext()) {
+                invListCursor.next();
+            }
+        }
+
+        // append remaining elements from previous result set
+        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+
+            int count = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
+                    resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+            newSearchResult.append(resultTuple, count);
+
+            resultTidx++;
+            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                prevBufIdx++;
+                if (prevBufIdx <= maxPrevBufIdx) {
+                    prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                    resultFrameTupleAcc.reset(prevCurrentBuffer);
+                    resultTidx = 0;
+                }
+            }
+        }
+    }
+
+    public SearchResult createSearchResult() {
+        return new SearchResult(prevSearchResult);
+    }
+
+    public void reset() {
+        prevSearchResult.clear();
+        newSearchResult.clear();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedListPartitions.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedListPartitions.java
new file mode 100644
index 0000000..1b060e5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedListPartitions.java
@@ -0,0 +1,94 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.ObjectCache;
+
+public class InvertedListPartitions {
+    private final int DEFAULT_NUM_PARTITIONS = 10;
+    private final int PARTITIONS_SLACK_SIZE = 10;
+    private final int OBJECT_CACHE_INIT_SIZE = 10;
+    private final int OBJECT_CACHE_EXPAND_SIZE = 10;
+    private final IObjectFactory<ArrayList<IInvertedListCursor>> arrayListFactory;
+    private final ObjectCache<ArrayList<IInvertedListCursor>> arrayListCache;
+    private ArrayList<IInvertedListCursor>[] partitions;
+    private short minValidPartitionIndex;
+    private short maxValidPartitionIndex;
+
+    public InvertedListPartitions() {
+        this.arrayListFactory = new ArrayListFactory<IInvertedListCursor>();
+        this.arrayListCache = new ObjectCache<ArrayList<IInvertedListCursor>>(arrayListFactory, OBJECT_CACHE_INIT_SIZE,
+                OBJECT_CACHE_EXPAND_SIZE);
+    }
+
+    @SuppressWarnings("unchecked")
+    public void reset(short numTokensLowerBound, short numTokensUpperBound) {
+        if (partitions == null) {
+            int initialSize;
+            if (numTokensUpperBound < 0) {
+                initialSize = DEFAULT_NUM_PARTITIONS;
+            } else {
+                initialSize = numTokensUpperBound + 1;
+            }
+            partitions = (ArrayList<IInvertedListCursor>[]) new ArrayList[initialSize];
+        } else {
+            if (numTokensUpperBound + 1 >= partitions.length) {
+                partitions = Arrays.copyOf(partitions, numTokensUpperBound + 1);
+            }
+            Arrays.fill(partitions, null);
+        }
+        arrayListCache.reset();
+        minValidPartitionIndex = Short.MAX_VALUE;
+        maxValidPartitionIndex = Short.MIN_VALUE;
+    }
+
+    public void addInvertedListCursor(IInvertedListCursor listCursor, short numTokens) {
+        if (numTokens + 1 >= partitions.length) {
+            partitions = Arrays.copyOf(partitions, numTokens + PARTITIONS_SLACK_SIZE);
+        }
+        ArrayList<IInvertedListCursor> partitionCursors = partitions[numTokens];
+        if (partitionCursors == null) {
+            partitionCursors = arrayListCache.getNext();
+            partitionCursors.clear();
+            partitions[numTokens] = partitionCursors;
+            // Update range of valid partitions.
+            if (numTokens < minValidPartitionIndex) {
+                minValidPartitionIndex = numTokens;
+            }
+            if (numTokens > maxValidPartitionIndex) {
+                maxValidPartitionIndex = numTokens;
+            }
+        }
+        partitionCursors.add(listCursor);
+    }
+
+    public ArrayList<IInvertedListCursor>[] getPartitions() {
+        return partitions;
+    }
+
+    public short getMinValidPartitionIndex() {
+        return minValidPartitionIndex;
+    }
+
+    public short getMaxValidPartitionIndex() {
+        return maxValidPartitionIndex;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java
new file mode 100644
index 0000000..ede6041
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java
@@ -0,0 +1,63 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+
+public class JaccardSearchModifier implements IInvertedIndexSearchModifier {
+
+    private float jaccThresh;
+
+    public JaccardSearchModifier(float jaccThresh) {
+        this.jaccThresh = jaccThresh;
+    }
+
+    @Override
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return Math.max((int) Math.floor((float) numQueryTokens * jaccThresh), 1);
+    }
+
+    @Override
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists) {
+        if (numInvLists == 0) {
+            return 0;
+        }
+        return numInvLists - occurrenceThreshold + 1;
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return (short) Math.floor(numQueryTokens * jaccThresh);
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return (short) Math.ceil(numQueryTokens / jaccThresh);
+    }
+
+    public float getJaccThresh() {
+        return jaccThresh;
+    }
+
+    public void setJaccThresh(float jaccThresh) {
+        this.jaccThresh = jaccThresh;
+    }
+
+    @Override
+    public String toString() {
+        return "Jaccard Search Modifier, Threshold: " + jaccThresh;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java
new file mode 100644
index 0000000..270862b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class JaccardSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final float jaccThresh;
+
+    public JaccardSearchModifierFactory(float jaccThresh) {
+        this.jaccThresh = jaccThresh;
+    }
+
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new JaccardSearchModifier(jaccThresh);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifier.java
new file mode 100644
index 0000000..8ae22a5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifier.java
@@ -0,0 +1,55 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+
+public class ListEditDistanceSearchModifier implements IInvertedIndexSearchModifier {
+
+    private int edThresh;
+
+    public ListEditDistanceSearchModifier(int edThresh) {
+        this.edThresh = edThresh;
+    }
+
+    public int getEdThresh() {
+        return edThresh;
+    }
+
+    public void setEdThresh(int edThresh) {
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return numQueryTokens - edThresh;
+    }
+
+    @Override
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists) {
+        return numInvLists - occurrenceThreshold + 1;
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return (short) (numQueryTokens - edThresh);
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return (short) (numQueryTokens + edThresh);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifierFactory.java
new file mode 100644
index 0000000..d8f57b1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifierFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class ListEditDistanceSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int edThresh;
+
+    public ListEditDistanceSearchModifierFactory(int edThresh) {
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new ListEditDistanceSearchModifier(edThresh);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/PartitionedTOccurrenceSearcher.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/PartitionedTOccurrenceSearcher.java
new file mode 100644
index 0000000..3ce1f48
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/PartitionedTOccurrenceSearcher.java
@@ -0,0 +1,189 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.io.IOException;
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.ShortSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IPartitionedInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+
+public class PartitionedTOccurrenceSearcher extends AbstractTOccurrenceSearcher {
+
+    protected final ArrayTupleBuilder lowerBoundTupleBuilder = new ArrayTupleBuilder(1);
+    protected final ArrayTupleReference lowerBoundTuple = new ArrayTupleReference();
+    protected final ArrayTupleBuilder upperBoundTupleBuilder = new ArrayTupleBuilder(1);
+    protected final ArrayTupleReference upperBoundTuple = new ArrayTupleReference();
+    protected final ConcatenatingTupleReference fullLowSearchKey = new ConcatenatingTupleReference(2);
+    protected final ConcatenatingTupleReference fullHighSearchKey = new ConcatenatingTupleReference(2);
+
+    // Inverted list cursors ordered by token. Used to read relevant inverted-list partitions of one token one after
+    // the other for better I/O performance (because the partitions of one inverted list are stored contiguously in a file).
+    // The above implies that we currently require holding all inverted list for a query in memory.
+    protected final ArrayList<IInvertedListCursor> cursorsOrderedByTokens = new ArrayList<IInvertedListCursor>();
+    protected final InvertedListPartitions partitions = new InvertedListPartitions();
+
+    public PartitionedTOccurrenceSearcher(IHyracksCommonContext ctx, IInvertedIndex invIndex) {
+        super(ctx, invIndex);
+        initHelperTuples();
+    }
+
+    private void initHelperTuples() {
+        try {
+            lowerBoundTupleBuilder.reset();
+            // Write dummy value.
+            lowerBoundTupleBuilder.getDataOutput().writeShort(Short.MIN_VALUE);
+            lowerBoundTupleBuilder.addFieldEndOffset();
+            lowerBoundTuple.reset(lowerBoundTupleBuilder.getFieldEndOffsets(), lowerBoundTupleBuilder.getByteArray());
+            // Only needed for setting the number of fields in searchKey.
+            searchKey.reset(queryTokenAccessor, 0);
+            fullLowSearchKey.reset();
+            fullLowSearchKey.addTuple(searchKey);
+            fullLowSearchKey.addTuple(lowerBoundTuple);
+
+            upperBoundTupleBuilder.reset();
+            // Write dummy value.
+            upperBoundTupleBuilder.getDataOutput().writeShort(Short.MAX_VALUE);
+            upperBoundTupleBuilder.addFieldEndOffset();
+            upperBoundTuple.reset(upperBoundTupleBuilder.getFieldEndOffsets(), upperBoundTupleBuilder.getByteArray());
+            // Only needed for setting the number of fields in searchKey.
+            searchKey.reset(queryTokenAccessor, 0);
+            fullHighSearchKey.reset();
+            fullHighSearchKey.addTuple(searchKey);
+            fullHighSearchKey.addTuple(upperBoundTuple);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public void search(OnDiskInvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        IPartitionedInvertedIndex partInvIndex = (IPartitionedInvertedIndex) invIndex;
+        searchResult.reset();
+        if (partInvIndex.isEmpty()) {
+            return;
+        }
+        
+        tokenizeQuery(searchPred);
+        short numQueryTokens = (short) queryTokenAccessor.getTupleCount();
+
+        IInvertedIndexSearchModifier searchModifier = searchPred.getSearchModifier();
+        short numTokensLowerBound = searchModifier.getNumTokensLowerBound(numQueryTokens);
+        short numTokensUpperBound = searchModifier.getNumTokensUpperBound(numQueryTokens);
+        
+        occurrenceThreshold = searchModifier.getOccurrenceThreshold(numQueryTokens);
+        if (occurrenceThreshold <= 0) {
+            throw new OccurrenceThresholdPanicException("Merge Threshold is <= 0. Failing Search.");
+        }
+        
+        short maxCountPossible = numQueryTokens;
+        invListCursorCache.reset();
+        partitions.reset(numTokensLowerBound, numTokensUpperBound);
+        cursorsOrderedByTokens.clear();
+        for (int i = 0; i < numQueryTokens; i++) {
+            searchKey.reset(queryTokenAccessor, i);
+            if (!partInvIndex.openInvertedListPartitionCursors(this, ictx, numTokensLowerBound, numTokensUpperBound,
+                    partitions, cursorsOrderedByTokens)) {
+                maxCountPossible--;
+                // No results possible.
+                if (maxCountPossible < occurrenceThreshold) {                    
+                    return;
+                }
+            }
+        }
+        
+        ArrayList<IInvertedListCursor>[] partitionCursors = partitions.getPartitions();
+        short start = partitions.getMinValidPartitionIndex();
+        short end = partitions.getMaxValidPartitionIndex();
+        
+        // Typically, we only enter this case for disk-based inverted indexes. 
+        // TODO: This behavior could potentially lead to a deadlock if we cannot pin 
+        // all inverted lists in memory, and are forced to wait for a page to get evicted
+        // (other concurrent searchers may be in the same situation).
+        // We should detect such cases, then unpin all pages, and then keep retrying to pin until we succeed.
+        // This will require a different "tryPin()" mechanism in the BufferCache that will return false
+        // if we'd have to wait for a page to get evicted.
+        if (!cursorsOrderedByTokens.isEmpty()) {
+            for (int i = start; i <= end; i++) {
+                if (partitionCursors[i] == null) {
+                    continue;
+                }
+                // Prune partition because no element in it can satisfy the occurrence threshold.
+                if (partitionCursors[i].size() < occurrenceThreshold) {
+                    cursorsOrderedByTokens.removeAll(partitionCursors[i]);
+                }
+            }
+            // Pin all the cursors in the order of tokens.
+            int numCursors = cursorsOrderedByTokens.size();
+            for (int i = 0; i < numCursors; i++) {
+                cursorsOrderedByTokens.get(i).pinPages();
+            }
+        }
+        
+        // Process the partitions one-by-one.
+        for (int i = start; i <= end; i++) {
+            if (partitionCursors[i] == null) {
+                continue;
+            }
+            // Prune partition because no element in it can satisfy the occurrence threshold.
+            if (partitionCursors[i].size() < occurrenceThreshold) {
+                continue;
+            }
+            // Merge inverted lists of current partition.
+            int numPrefixLists = searchModifier.getNumPrefixLists(occurrenceThreshold, partitionCursors[i].size());
+            invListMerger.reset();
+            invListMerger.merge(partitionCursors[i], occurrenceThreshold, numPrefixLists, searchResult);
+        }
+        
+        resultCursor.open(null, searchPred);
+    }
+
+    public void setNumTokensBoundsInSearchKeys(short numTokensLowerBound, short numTokensUpperBound) {
+        ShortSerializerDeserializer.putShort(numTokensLowerBound, lowerBoundTuple.getFieldData(0),
+                lowerBoundTuple.getFieldStart(0));
+        ShortSerializerDeserializer.putShort(numTokensUpperBound, upperBoundTuple.getFieldData(0),
+                upperBoundTuple.getFieldStart(0));
+    }
+
+    public ITupleReference getPrefixSearchKey() {
+        return searchKey;
+    }
+
+    public ITupleReference getFullLowSearchKey() {
+        return fullLowSearchKey;
+    }
+
+    public ITupleReference getFullHighSearchKey() {
+        return fullHighSearchKey;
+    }
+
+    public IInvertedListCursor getCachedInvertedListCursor() {
+        return invListCursorCache.getNext();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/SearchResult.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/SearchResult.java
new file mode 100644
index 0000000..aa0d3f2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/SearchResult.java
@@ -0,0 +1,182 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAppender;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeTupleReference;
+
+/**
+ * Byte-buffer backed storage for intermediate and final results of inverted-index searches.
+ */
+// TODO: Rename members.
+public class SearchResult {
+    protected final ArrayList<ByteBuffer> buffers = new ArrayList<ByteBuffer>();
+    protected final IHyracksCommonContext ctx;
+    protected final FixedSizeFrameTupleAppender appender;
+    protected final FixedSizeFrameTupleAccessor accessor;
+    protected final FixedSizeTupleReference tuple;
+    protected final ITypeTraits[] typeTraits;
+    protected final int invListElementSize;
+
+    protected int currBufIdx;
+    protected int numResults;
+
+    public SearchResult(ITypeTraits[] invListFields, IHyracksCommonContext ctx) {
+        typeTraits = new ITypeTraits[invListFields.length + 1];
+        int tmp = 0;
+        for (int i = 0; i < invListFields.length; i++) {
+            typeTraits[i] = invListFields[i];
+            tmp += invListFields[i].getFixedLength();
+        }
+        invListElementSize = tmp;
+        // Integer for counting occurrences.
+        typeTraits[invListFields.length] = IntegerPointable.TYPE_TRAITS;
+        this.ctx = ctx;
+        appender = new FixedSizeFrameTupleAppender(ctx.getFrameSize(), typeTraits);
+        accessor = new FixedSizeFrameTupleAccessor(ctx.getFrameSize(), typeTraits);
+        tuple = new FixedSizeTupleReference(typeTraits);
+        buffers.add(ctx.allocateFrame());
+    }
+
+    /**
+     * Initialize from other search-result object to share member instances except for result buffers.
+     */
+    public SearchResult(SearchResult other) {
+        this.ctx = other.ctx;
+        this.appender = other.appender;
+        this.accessor = other.accessor;
+        this.tuple = other.tuple;
+        this.typeTraits = other.typeTraits;
+        this.invListElementSize = other.invListElementSize;
+        buffers.add(ctx.allocateFrame());
+    }
+
+    public FixedSizeFrameTupleAccessor getAccessor() {
+        return accessor;
+    }
+
+    public FixedSizeFrameTupleAppender getAppender() {
+        return appender;
+    }
+
+    public FixedSizeTupleReference getTuple() {
+        return tuple;
+    }
+
+    public ArrayList<ByteBuffer> getBuffers() {
+        return buffers;
+    }
+
+    public void reset() {
+        currBufIdx = 0;
+        numResults = 0;
+        appender.reset(buffers.get(0), true);
+    }
+
+    public void clear() {
+        currBufIdx = 0;
+        numResults = 0;
+        for (ByteBuffer buffer : buffers) {
+            appender.reset(buffer, true);
+        }
+    }
+
+    public void append(ITupleReference invListElement, int count) {
+        ByteBuffer currentBuffer = buffers.get(currBufIdx);
+        if (!appender.hasSpace()) {
+            currBufIdx++;
+            if (currBufIdx >= buffers.size()) {
+                buffers.add(ctx.allocateFrame());
+            }
+            currentBuffer = buffers.get(currBufIdx);
+            appender.reset(currentBuffer, true);
+        }
+        // Append inverted-list element.
+        if (!appender.append(invListElement.getFieldData(0), invListElement.getFieldStart(0), invListElementSize)) {
+            throw new IllegalStateException();
+        }
+        // Append count.
+        if (!appender.append(count)) {
+            throw new IllegalStateException();
+        }
+        appender.incrementTupleCount(1);
+        numResults++;
+    }
+
+    public int getCurrentBufferIndex() {
+        return currBufIdx;
+    }
+
+    public ITypeTraits[] getTypeTraits() {
+        return typeTraits;
+    }
+
+    public int getNumResults() {
+        return numResults;
+    }
+
+    // TODO: This code may help to clean up the core list-merging algorithms.
+    /*
+    public SearchResultCursor getCursor() {
+        cursor.reset();
+        return cursor;
+    }
+    
+    public class SearchResultCursor {
+        private int bufferIndex;
+        private int resultIndex;
+        private int frameResultIndex;
+        private ByteBuffer currentBuffer;
+
+        public void reset() {
+            bufferIndex = 0;
+            resultIndex = 0;
+            frameResultIndex = 0;
+            currentBuffer = buffers.get(0);
+            resultFrameTupleAcc.reset(currentBuffer);
+        }
+
+        public boolean hasNext() {
+            return resultIndex < numResults;
+        }
+
+        public void next() {
+            resultTuple.reset(currentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(frameResultIndex));            
+            if (frameResultIndex < resultFrameTupleAcc.getTupleCount()) {
+                frameResultIndex++;
+            } else {
+                bufferIndex++;
+                currentBuffer = buffers.get(bufferIndex);
+                resultFrameTupleAcc.reset(currentBuffer);
+                frameResultIndex = 0;
+            }            
+            resultIndex++;
+        }
+
+        public ITupleReference getTuple() {
+            return resultTuple;
+        }
+    }
+    */
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java
new file mode 100644
index 0000000..4513540
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java
@@ -0,0 +1,63 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+
+public class TOccurrenceSearcher extends AbstractTOccurrenceSearcher {
+
+    protected final ArrayList<IInvertedListCursor> invListCursors = new ArrayList<IInvertedListCursor>();
+
+    public TOccurrenceSearcher(IHyracksCommonContext ctx, IInvertedIndex invIndex) {
+        super(ctx, invIndex);
+    }
+
+    public void search(OnDiskInvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        tokenizeQuery(searchPred);
+        int numQueryTokens = queryTokenAccessor.getTupleCount();
+
+        invListCursors.clear();
+        invListCursorCache.reset();
+        for (int i = 0; i < numQueryTokens; i++) {
+            searchKey.reset(queryTokenAccessor, i);
+            IInvertedListCursor invListCursor = invListCursorCache.getNext();
+            invIndex.openInvertedListCursor(invListCursor, searchKey, ictx);
+            invListCursors.add(invListCursor);
+        }
+
+        IInvertedIndexSearchModifier searchModifier = searchPred.getSearchModifier();
+        occurrenceThreshold = searchModifier.getOccurrenceThreshold(numQueryTokens);
+        if (occurrenceThreshold <= 0) {
+            throw new OccurrenceThresholdPanicException("Merge threshold is <= 0. Failing Search.");
+        }
+        int numPrefixLists = searchModifier.getNumPrefixLists(occurrenceThreshold, invListCursors.size());
+
+        searchResult.reset();
+        invListMerger.merge(invListCursors, occurrenceThreshold, numPrefixLists, searchResult);
+        resultCursor.open(null, searchPred);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
new file mode 100644
index 0000000..7c0ec4d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
@@ -0,0 +1,77 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractUTF8StringBinaryTokenizer implements IBinaryTokenizer {
+
+    protected byte[] data;
+    protected int start;
+    protected int length;
+    protected int tokenLength;
+    protected int index;
+    protected int utf8Length;
+
+    protected final IntArray tokensStart;
+    protected final IntArray tokensLength;
+    protected final IToken token;
+
+    protected final boolean ignoreTokenCount;
+    protected final boolean sourceHasTypeTag;
+
+    public AbstractUTF8StringBinaryTokenizer(boolean ignoreTokenCount, boolean sourceHasTypeTag,
+            ITokenFactory tokenFactory) {
+        this.ignoreTokenCount = ignoreTokenCount;
+        this.sourceHasTypeTag = sourceHasTypeTag;
+        if (!ignoreTokenCount) {
+            tokensStart = new IntArray();
+            tokensLength = new IntArray();
+        } else {
+            tokensStart = null;
+            tokensLength = null;
+        }
+        token = tokenFactory.createToken();
+    }
+
+    @Override
+    public IToken getToken() {
+        return token;
+    }
+
+    @Override
+    public void reset(byte[] data, int start, int length) {
+        this.start = start;
+        index = this.start;
+        if (sourceHasTypeTag) {
+            index++; // skip type tag
+        }
+        utf8Length = UTF8StringPointable.getUTFLength(data, index);
+        index += 2; // skip utf8 length indicator
+        this.data = data;
+        this.length = length + start;
+
+        tokenLength = 0;
+        if (!ignoreTokenCount) {
+            tokensStart.reset();
+            tokensLength.reset();
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java
new file mode 100644
index 0000000..c9b6e1f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java
@@ -0,0 +1,105 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+
+public abstract class AbstractUTF8Token implements IToken {
+    public static final int GOLDEN_RATIO_32 = 0x09e3779b9;
+
+    protected int length;
+    protected int tokenLength;
+    protected int start;
+    protected int tokenCount;
+    protected byte[] data;
+    protected final byte tokenTypeTag;
+    protected final byte countTypeTag;
+
+    public AbstractUTF8Token() {
+        tokenTypeTag = -1;
+        countTypeTag = -1;
+    }
+
+    public AbstractUTF8Token(byte tokenTypeTag, byte countTypeTag) {
+        this.tokenTypeTag = tokenTypeTag;
+        this.countTypeTag = countTypeTag;
+    }
+
+    @Override
+    public byte[] getData() {
+        return data;
+    }
+
+    @Override
+    public int getLength() {
+        return length;
+    }
+
+    public int getLowerCaseUTF8Len(int size) {
+        int lowerCaseUTF8Len = 0;
+        int pos = start;
+        for (int i = 0; i < size; i++) {
+            char c = Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
+            lowerCaseUTF8Len += UTF8StringPointable.getModifiedUTF8Len(c);
+            pos += UTF8StringPointable.charSize(data, pos);
+        }
+        return lowerCaseUTF8Len;
+    }
+
+    @Override
+    public int getStart() {
+        return start;
+    }
+
+    @Override
+    public int getTokenLength() {
+        return tokenLength;
+    }
+
+    public void handleCountTypeTag(DataOutput dos) throws IOException {
+        if (countTypeTag > 0) {
+            dos.write(countTypeTag);
+        }
+    }
+
+    public void handleTokenTypeTag(DataOutput dos) throws IOException {
+        if (tokenTypeTag > 0) {
+            dos.write(tokenTypeTag);
+        }
+    }
+
+    @Override
+    public void reset(byte[] data, int start, int length, int tokenLength, int tokenCount) {
+        this.data = data;
+        this.start = start;
+        this.length = length;
+        this.tokenLength = tokenLength;
+        this.tokenCount = tokenCount;
+    }
+
+    @Override
+    public void serializeTokenCount(GrowableArray out) throws IOException {
+        handleCountTypeTag(out.getDataOutput());
+        out.getDataOutput().writeInt(tokenCount);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
new file mode 100644
index 0000000..1507613
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
@@ -0,0 +1,36 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public abstract class AbstractUTF8TokenFactory implements ITokenFactory {
+	private static final long serialVersionUID = 1L;
+	protected final byte tokenTypeTag;
+	protected final byte countTypeTag;
+
+	public AbstractUTF8TokenFactory() {
+		tokenTypeTag = -1;
+		countTypeTag = -1;
+	}
+
+	public AbstractUTF8TokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		this.tokenTypeTag = tokenTypeTag;
+		this.countTypeTag = countTypeTag;
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
new file mode 100644
index 0000000..4c11523
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
@@ -0,0 +1,81 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+
+public class DelimitedUTF8StringBinaryTokenizer extends AbstractUTF8StringBinaryTokenizer {
+
+    public DelimitedUTF8StringBinaryTokenizer(boolean ignoreTokenCount, boolean sourceHasTypeTag,
+            ITokenFactory tokenFactory) {
+        super(ignoreTokenCount, sourceHasTypeTag, tokenFactory);
+    }
+
+    @Override
+    public boolean hasNext() {
+        // skip delimiters
+        while (index < length && isSeparator(UTF8StringPointable.charAt(data, index))) {
+            index += UTF8StringPointable.charSize(data, index);
+        }
+        return index < length;
+    }
+
+    private boolean isSeparator(char c) {
+        return !(Character.isLetterOrDigit(c) || Character.getType(c) == Character.OTHER_LETTER || Character.getType(c) == Character.OTHER_NUMBER);
+    }
+
+    @Override
+    public void next() {
+        tokenLength = 0;
+        int currentTokenStart = index;
+        while (index < length && !isSeparator(UTF8StringPointable.charAt(data, index))) {
+            index += UTF8StringPointable.charSize(data, index);
+            tokenLength++;
+        }
+        int tokenCount = 1;
+        if (tokenLength > 0 && !ignoreTokenCount) {
+            // search if we got the same token before
+            for (int i = 0; i < tokensStart.length(); ++i) {
+                if (tokenLength == tokensLength.get(i)) {
+                    int tokenStart = tokensStart.get(i);
+                    tokenCount++; // assume we found it
+                    int offset = 0;
+                    int currLength = 0;
+                    while (currLength < tokenLength) {
+                        // case insensitive comparison
+                        if (Character.toLowerCase(UTF8StringPointable.charAt(data, currentTokenStart + offset)) != Character
+                                .toLowerCase(UTF8StringPointable.charAt(data, tokenStart + offset))) {
+                            tokenCount--;
+                            break;
+                        }
+                        offset += UTF8StringPointable.charSize(data, currentTokenStart + offset);
+                        currLength++;
+                    }
+                }
+            }
+            // add the new token to the list of seen tokens
+            tokensStart.add(currentTokenStart);
+            tokensLength.add(tokenLength);
+        }
+
+        // set token
+        token.reset(data, currentTokenStart, index, tokenLength, tokenCount);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
new file mode 100644
index 0000000..08b962b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
@@ -0,0 +1,42 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class DelimitedUTF8StringBinaryTokenizerFactory implements
+		IBinaryTokenizerFactory {
+
+	private static final long serialVersionUID = 1L;
+	private final boolean ignoreTokenCount;
+	private final boolean sourceHasTypeTag;
+	private final ITokenFactory tokenFactory;
+
+	public DelimitedUTF8StringBinaryTokenizerFactory(boolean ignoreTokenCount,
+			boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
+		this.ignoreTokenCount = ignoreTokenCount;
+		this.sourceHasTypeTag = sourceHasTypeTag;
+		this.tokenFactory = tokenFactory;
+	}
+
+	@Override
+	public IBinaryTokenizer createTokenizer() {
+		return new DelimitedUTF8StringBinaryTokenizer(ignoreTokenCount,
+				sourceHasTypeTag, tokenFactory);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java
new file mode 100644
index 0000000..632bf9a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java
@@ -0,0 +1,64 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+
+public class HashedUTF8NGramToken extends UTF8NGramToken {
+    public HashedUTF8NGramToken(byte tokenTypeTag, byte countTypeTag) {
+        super(tokenTypeTag, countTypeTag);
+    }
+
+    @Override
+    public void serializeToken(GrowableArray out) throws IOException {
+        handleTokenTypeTag(out.getDataOutput());
+
+        int hash = GOLDEN_RATIO_32;
+
+        // pre chars
+        for (int i = 0; i < numPreChars; i++) {
+            hash ^= PRECHAR;
+            hash *= GOLDEN_RATIO_32;
+        }
+
+        // regular chars
+        int numRegGrams = tokenLength - numPreChars - numPostChars;
+        int pos = start;
+        for (int i = 0; i < numRegGrams; i++) {
+            hash ^= Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
+            hash *= GOLDEN_RATIO_32;
+            pos += UTF8StringPointable.charSize(data, pos);
+        }
+
+        // post chars
+        for (int i = 0; i < numPostChars; i++) {
+            hash ^= POSTCHAR;
+            hash *= GOLDEN_RATIO_32;
+        }
+
+        // token count
+        hash += tokenCount;
+
+        out.getDataOutput().writeInt(hash);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
new file mode 100644
index 0000000..e1d8e31
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
@@ -0,0 +1,38 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class HashedUTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
+
+	private static final long serialVersionUID = 1L;
+
+	public HashedUTF8NGramTokenFactory() {
+		super();
+	}
+
+	public HashedUTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new HashedUTF8NGramToken(tokenTypeTag, countTypeTag);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java
new file mode 100644
index 0000000..32954f9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java
@@ -0,0 +1,87 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+
+public class HashedUTF8WordToken extends UTF8WordToken {
+
+    private int hash = 0;
+
+    public HashedUTF8WordToken(byte tokenTypeTag, byte countTypeTag) {
+        super(tokenTypeTag, countTypeTag);
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o == null) {
+            return false;
+        }
+        if (!(o instanceof IToken)) {
+            return false;
+        }
+        IToken t = (IToken) o;
+        if (t.getTokenLength() != tokenLength) {
+            return false;
+        }
+        int offset = 0;
+        for (int i = 0; i < tokenLength; i++) {
+            if (UTF8StringPointable.charAt(t.getData(), t.getStart() + offset) != UTF8StringPointable.charAt(data,
+                    start + offset)) {
+                return false;
+            }
+            offset += UTF8StringPointable.charSize(data, start + offset);
+        }
+        return true;
+    }
+
+    @Override
+    public int hashCode() {
+        return hash;
+    }
+
+    @Override
+    public void reset(byte[] data, int start, int length, int tokenLength, int tokenCount) {
+        super.reset(data, start, length, tokenLength, tokenCount);
+
+        // pre-compute hash value using JAQL-like string hashing
+        int pos = start;
+        hash = GOLDEN_RATIO_32;
+        for (int i = 0; i < tokenLength; i++) {
+            hash ^= Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
+            hash *= GOLDEN_RATIO_32;
+            pos += UTF8StringPointable.charSize(data, pos);
+        }
+        hash += tokenCount;
+    }
+
+    @Override
+    public void serializeToken(GrowableArray out) throws IOException {
+        if (tokenTypeTag > 0) {
+            out.getDataOutput().write(tokenTypeTag);
+        }
+
+        // serialize hash value
+        out.getDataOutput().writeInt(hash);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
new file mode 100644
index 0000000..a4788c4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
@@ -0,0 +1,38 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class HashedUTF8WordTokenFactory extends AbstractUTF8TokenFactory {
+
+	private static final long serialVersionUID = 1L;
+
+	public HashedUTF8WordTokenFactory() {
+		super();
+	}
+
+	public HashedUTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new HashedUTF8WordToken(tokenTypeTag, countTypeTag);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
new file mode 100644
index 0000000..f88e744
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
@@ -0,0 +1,30 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public interface IBinaryTokenizer {
+	public IToken getToken();
+
+	public boolean hasNext();
+
+	public void next();
+
+	public void reset(byte[] data, int start, int length);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java
new file mode 100644
index 0000000..5890124
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java
@@ -0,0 +1,26 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.Serializable;
+
+public interface IBinaryTokenizerFactory extends Serializable {
+	public IBinaryTokenizer createTokenizer();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java
new file mode 100644
index 0000000..40351c4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java
@@ -0,0 +1,28 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public interface INGramToken {
+	public int getNumPostChars();
+
+	public int getNumPreChars();
+
+	public void setNumPrePostChars(int numPreChars, int numPostChars);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java
new file mode 100644
index 0000000..7b1a130
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java
@@ -0,0 +1,41 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+
+public interface IToken {
+	public byte[] getData();
+
+	public int getLength();
+
+	public int getStart();
+
+	public int getTokenLength();
+
+	public void reset(byte[] data, int start, int length, int tokenLength,
+			int tokenCount);
+
+	public void serializeToken(GrowableArray out) throws IOException;
+
+	public void serializeTokenCount(GrowableArray out) throws IOException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java
new file mode 100644
index 0000000..5765263
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java
@@ -0,0 +1,26 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.Serializable;
+
+public interface ITokenFactory extends Serializable {
+    public IToken createToken();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java
new file mode 100644
index 0000000..6bae90b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java
@@ -0,0 +1,80 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Rares Vernica <rares (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.util.Arrays;
+
+public class IntArray {
+    private static final int SIZE = 128;
+
+    private int[] data;
+    private int length;
+
+    public IntArray() {
+        data = new int[SIZE];
+        length = 0;
+    }
+
+    public void add(int d) {
+        if (length == data.length) {
+            data = Arrays.copyOf(data, data.length << 1);
+        }
+        data[length++] = d;
+    }
+
+    public int[] get() {
+        return data;
+    }
+
+    public int get(int i) {
+        return data[i];
+    }
+
+    public int length() {
+        return length;
+    }
+
+    public void reset() {
+        length = 0;
+    }
+
+    public void sort() {
+        sort(0, length);
+    }
+
+    public void sort(int start, int end) {
+        Arrays.sort(data, start, end);
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder out = new StringBuilder();
+        out.append('[');
+        for (int i = 0; i < length; ++i) {
+            out.append(data[i]);
+            if (i < length - 1) {
+                out.append(',');
+                out.append(' ');
+            }
+        }
+        out.append(']');
+        return out.toString();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
new file mode 100644
index 0000000..0af0335
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
@@ -0,0 +1,118 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+
+public class NGramUTF8StringBinaryTokenizer extends AbstractUTF8StringBinaryTokenizer {
+
+    private int gramLength;
+    private boolean usePrePost;
+
+    private int gramNum;
+    private int totalGrams;
+
+    private final INGramToken concreteToken;
+
+    public NGramUTF8StringBinaryTokenizer(int gramLength, boolean usePrePost, boolean ignoreTokenCount,
+            boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
+        super(ignoreTokenCount, sourceHasTypeTag, tokenFactory);
+        this.gramLength = gramLength;
+        this.usePrePost = usePrePost;
+        concreteToken = (INGramToken) token;
+    }
+
+    @Override
+    public boolean hasNext() {
+        if (gramNum < totalGrams) {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    @Override
+    public void next() {
+        int currentTokenStart = index;
+        int tokenCount = 1;
+        int numPreChars = 0;
+        int numPostChars = 0;
+        if (usePrePost) {
+            numPreChars = Math.max(gramLength - gramNum - 1, 0);
+            numPostChars = (gramNum > totalGrams - gramLength) ? gramLength - totalGrams + gramNum : 0;
+        }
+        gramNum++;
+
+        concreteToken.setNumPrePostChars(numPreChars, numPostChars);
+        if (numPreChars == 0) {
+            index += UTF8StringPointable.charSize(data, index);
+        }
+
+        // compute token count
+        // ignore pre and post grams for duplicate detection
+        if (!ignoreTokenCount && numPreChars == 0 && numPostChars == 0) {
+            int tmpIndex = start;
+            while (tmpIndex < currentTokenStart) {
+                tokenCount++; // assume found
+                int offset = 0;
+                for (int j = 0; j < gramLength; j++) {
+                    if (Character.toLowerCase(UTF8StringPointable.charAt(data, currentTokenStart + offset)) != Character
+                            .toLowerCase(UTF8StringPointable.charAt(data, tmpIndex + offset))) {
+                        tokenCount--;
+                        break;
+                    }
+                    offset += UTF8StringPointable.charSize(data, tmpIndex + offset);
+                }
+                tmpIndex += UTF8StringPointable.charSize(data, tmpIndex);
+            }
+        }
+
+        // set token
+        token.reset(data, currentTokenStart, length, gramLength, tokenCount);
+    }
+
+    @Override
+    public void reset(byte[] data, int start, int length) {
+        super.reset(data, start, length);
+        gramNum = 0;
+
+        int numChars = 0;
+        int pos = index;
+        int end = pos + utf8Length;
+        while (pos < end) {
+            numChars++;
+            pos += UTF8StringPointable.charSize(data, pos);
+        }
+
+        if (usePrePost) {
+            totalGrams = numChars + gramLength - 1;
+        } else {
+            totalGrams = numChars - gramLength + 1;
+        }
+    }
+
+    public void setGramlength(int gramLength) {
+        this.gramLength = gramLength;
+    }
+
+    public void setPrePost(boolean usePrePost) {
+        this.usePrePost = usePrePost;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java
new file mode 100644
index 0000000..da3d411
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class NGramUTF8StringBinaryTokenizerFactory implements IBinaryTokenizerFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final int gramLength;
+    private final boolean usePrePost;
+    private final boolean ignoreTokenCount;
+    private final boolean sourceHasTypeTag;
+    private final ITokenFactory tokenFactory;
+
+    public NGramUTF8StringBinaryTokenizerFactory(int gramLength, boolean usePrePost, boolean ignoreTokenCount,
+            boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
+        this.gramLength = gramLength;
+        this.usePrePost = usePrePost;
+        this.ignoreTokenCount = ignoreTokenCount;
+        this.sourceHasTypeTag = sourceHasTypeTag;
+        this.tokenFactory = tokenFactory;
+    }
+
+    @Override
+    public IBinaryTokenizer createTokenizer() {
+        return new NGramUTF8StringBinaryTokenizer(gramLength, usePrePost, ignoreTokenCount, sourceHasTypeTag,
+                tokenFactory);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java
new file mode 100644
index 0000000..8713499
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java
@@ -0,0 +1,91 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+import edu.uci.ics.hyracks.dataflow.common.data.util.StringUtils;
+
+public class UTF8NGramToken extends AbstractUTF8Token implements INGramToken {
+
+    public final static char PRECHAR = '#';
+
+    public final static char POSTCHAR = '$';
+
+    protected int numPreChars;
+    protected int numPostChars;
+
+    public UTF8NGramToken(byte tokenTypeTag, byte countTypeTag) {
+        super(tokenTypeTag, countTypeTag);
+    }
+
+    @Override
+    public int getNumPostChars() {
+        return numPreChars;
+    }
+
+    @Override
+    public int getNumPreChars() {
+        return numPostChars;
+    }
+
+    @Override
+    public void serializeToken(GrowableArray out) throws IOException {
+        handleTokenTypeTag(out.getDataOutput());
+        int tokenUTF8LenOff = out.getLength();
+
+        // regular chars
+        int numRegChars = tokenLength - numPreChars - numPostChars;
+
+        // assuming pre and post char need 1-byte each in utf8
+        int tokenUTF8Len = numPreChars + numPostChars;
+
+        // Write dummy UTF length which will be correctly set later.
+        out.getDataOutput().writeShort(0);
+
+        // pre chars
+        for (int i = 0; i < numPreChars; i++) {
+            StringUtils.writeCharAsModifiedUTF8(PRECHAR, out.getDataOutput());
+        }
+
+        int pos = start;
+        for (int i = 0; i < numRegChars; i++) {
+            char c = Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
+            tokenUTF8Len += StringUtils.writeCharAsModifiedUTF8(c, out.getDataOutput());
+            pos += UTF8StringPointable.charSize(data, pos);
+        }
+
+        // post chars
+        for (int i = 0; i < numPostChars; i++) {
+            StringUtils.writeCharAsModifiedUTF8(POSTCHAR, out.getDataOutput());
+        }
+
+        // Set UTF length of token.
+        out.getByteArray()[tokenUTF8LenOff] = (byte) ((tokenUTF8Len >>> 8) & 0xFF);
+        out.getByteArray()[tokenUTF8LenOff + 1] = (byte) ((tokenUTF8Len >>> 0) & 0xFF);
+    }
+
+    public void setNumPrePostChars(int numPreChars, int numPostChars) {
+        this.numPreChars = numPreChars;
+        this.numPostChars = numPostChars;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java
new file mode 100644
index 0000000..d26a409
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java
@@ -0,0 +1,39 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class UTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
+
+	private static final long serialVersionUID = 1L;
+
+	public UTF8NGramTokenFactory() {
+		super();
+	}
+
+	public UTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new UTF8NGramToken(tokenTypeTag, countTypeTag);
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java
new file mode 100644
index 0000000..dbfc76f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java
@@ -0,0 +1,51 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+import edu.uci.ics.hyracks.dataflow.common.data.util.StringUtils;
+
+public class UTF8WordToken extends AbstractUTF8Token {
+
+    public UTF8WordToken(byte tokenTypeTag, byte countTypeTag) {
+        super(tokenTypeTag, countTypeTag);
+    }
+
+    @Override
+    public void serializeToken(GrowableArray out) throws IOException {
+        handleTokenTypeTag(out.getDataOutput());
+        int tokenUTF8LenOff = out.getLength();
+        int tokenUTF8Len = 0;
+        // Write dummy UTF length which will be correctly set later.
+        out.getDataOutput().writeShort(0);
+        int pos = start;
+        for (int i = 0; i < tokenLength; i++) {
+            char c = Character.toLowerCase(UTF8StringPointable.charAt(data, pos));
+            tokenUTF8Len += StringUtils.writeCharAsModifiedUTF8(c, out.getDataOutput());
+            pos += UTF8StringPointable.charSize(data, pos);
+        }
+        // Set UTF length of token.
+        out.getByteArray()[tokenUTF8LenOff] = (byte) ((tokenUTF8Len >>> 8) & 0xFF);
+        out.getByteArray()[tokenUTF8LenOff + 1] = (byte) ((tokenUTF8Len >>> 0) & 0xFF);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java
new file mode 100644
index 0000000..023e957
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java
@@ -0,0 +1,39 @@
+/**
+ * Copyright 2010-2011 The Regents of the University of California
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on
+ * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations under
+ * the License.
+ * 
+ * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class UTF8WordTokenFactory extends AbstractUTF8TokenFactory {
+
+	private static final long serialVersionUID = 1L;
+
+	public UTF8WordTokenFactory() {
+		super();
+	}
+
+	public UTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new UTF8WordToken(tokenTypeTag, countTypeTag);
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java
new file mode 100644
index 0000000..b9f9362
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java
@@ -0,0 +1,78 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+
+// TODO: We can possibly avoid copying the data into a new tuple here.
+public class InvertedIndexTokenizingTupleIterator {
+    // Field that is expected to be tokenized.
+    protected final int DOC_FIELD_INDEX = 0;
+
+    protected final int invListFieldCount;
+    protected final ArrayTupleBuilder tupleBuilder;
+    protected final ArrayTupleReference tupleReference;
+    protected final IBinaryTokenizer tokenizer;
+    protected ITupleReference inputTuple;
+
+    public InvertedIndexTokenizingTupleIterator(int tokensFieldCount, int invListFieldCount, IBinaryTokenizer tokenizer) {
+        this.invListFieldCount = invListFieldCount;
+        this.tupleBuilder = new ArrayTupleBuilder(tokensFieldCount + invListFieldCount);
+        this.tupleReference = new ArrayTupleReference();
+        this.tokenizer = tokenizer;
+    }
+
+    public void reset(ITupleReference inputTuple) {
+        this.inputTuple = inputTuple;
+        tokenizer.reset(inputTuple.getFieldData(DOC_FIELD_INDEX), inputTuple.getFieldStart(DOC_FIELD_INDEX),
+                inputTuple.getFieldLength(DOC_FIELD_INDEX));
+    }
+
+    public boolean hasNext() {
+        return tokenizer.hasNext();
+    }
+
+    public void next() throws HyracksDataException {
+        tokenizer.next();
+        IToken token = tokenizer.getToken();
+        tupleBuilder.reset();
+        // Add token field.
+        try {
+            token.serializeToken(tupleBuilder.getFieldData());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+        tupleBuilder.addFieldEndOffset();
+        // Add inverted-list element fields.
+        for (int i = 0; i < invListFieldCount; i++) {
+            tupleBuilder.addField(inputTuple.getFieldData(i + 1), inputTuple.getFieldStart(i + 1),
+                    inputTuple.getFieldLength(i + 1));
+        }
+        // Reset tuple reference for insert operation.
+        tupleReference.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    public ITupleReference getTuple() {
+        return tupleReference;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java
new file mode 100644
index 0000000..79c8ccf
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java
@@ -0,0 +1,218 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.PartitionedLSMInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory.PartitionedInMemoryInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeElementInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeElementInvertedListBuilderFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.PartitionedOnDiskInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.PartitionedOnDiskInvertedIndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class InvertedIndexUtils {
+
+    public static InMemoryInvertedIndex createInMemoryBTreeInvertedindex(IBufferCache memBufferCache,
+            IFreePageManager memFreePageManager, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory)
+            throws BTreeException {
+        return new InMemoryInvertedIndex(memBufferCache, memFreePageManager, invListTypeTraits, invListCmpFactories,
+                tokenTypeTraits, tokenCmpFactories, tokenizerFactory);
+    }
+
+    public static InMemoryInvertedIndex createPartitionedInMemoryBTreeInvertedindex(IBufferCache memBufferCache,
+            IFreePageManager memFreePageManager, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory)
+            throws BTreeException {
+        return new PartitionedInMemoryInvertedIndex(memBufferCache, memFreePageManager, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory);
+    }
+
+    public static OnDiskInvertedIndex createOnDiskInvertedIndex(IBufferCache bufferCache,
+            IFileMapProvider fileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference invListsFile) throws IndexException {
+        IInvertedListBuilder builder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
+        FileReference btreeFile = getBTreeFile(invListsFile);
+        return new OnDiskInvertedIndex(bufferCache, fileMapProvider, builder, invListTypeTraits, invListCmpFactories,
+                tokenTypeTraits, tokenCmpFactories, btreeFile, invListsFile);
+    }
+
+    public static PartitionedOnDiskInvertedIndex createPartitionedOnDiskInvertedIndex(IBufferCache bufferCache,
+            IFileMapProvider fileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference invListsFile) throws IndexException {
+        IInvertedListBuilder builder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
+        FileReference btreeFile = getBTreeFile(invListsFile);
+        return new PartitionedOnDiskInvertedIndex(bufferCache, fileMapProvider, builder, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, btreeFile, invListsFile);
+    }
+
+    public static FileReference getBTreeFile(FileReference invListsFile) {
+        return new FileReference(new File(invListsFile.getFile().getPath() + "_btree"));
+    }
+
+    public static BTreeFactory createDeletedKeysBTreeFactory(IFileMapProvider diskFileMapProvider,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            IBufferCache diskBufferCache) throws BTreeException {
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(invListTypeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = BTreeUtils.getLeafFrameFactory(tupleWriterFactory,
+                BTreeLeafFrameType.REGULAR_NSM);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        LinkedListFreePageManagerFactory freePageManagerFactory = new LinkedListFreePageManagerFactory(diskBufferCache,
+                metaFrameFactory);
+        BTreeFactory deletedKeysBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, leafFrameFactory, invListCmpFactories,
+                invListCmpFactories.length);
+        return deletedKeysBTreeFactory;
+    }
+
+    public static LSMInvertedIndex createLSMInvertedIndex(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IFileMapProvider diskFileMapProvider,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IBufferCache diskBufferCache, IIOManager ioManager,
+            String onDiskDir, ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider)
+            throws IndexException {
+        return createLSMInvertedIndex(memBufferCache, memFreePageManager, diskFileMapProvider, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory, diskBufferCache, ioManager,
+                onDiskDir, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider, 0);
+    }
+
+    public static LSMInvertedIndex createLSMInvertedIndex(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IFileMapProvider diskFileMapProvider,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IBufferCache diskBufferCache, IIOManager ioManager,
+            String onDiskDir, ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            int startIODeviceIndex) throws IndexException {
+
+        BTreeFactory deletedKeysBTreeFactory = createDeletedKeysBTreeFactory(diskFileMapProvider, invListTypeTraits,
+                invListCmpFactories, diskBufferCache);
+
+        int[] bloomFilterKeyFields = new int[invListCmpFactories.length];
+        for (int i = 0; i < invListCmpFactories.length; i++) {
+            bloomFilterKeyFields[i] = i;
+        }
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        FileReference onDiskDirFileRef = new FileReference(new File(onDiskDir));
+        LSMInvertedIndexFileManager fileManager = new LSMInvertedIndexFileManager(ioManager, diskFileMapProvider,
+                onDiskDirFileRef, deletedKeysBTreeFactory, startIODeviceIndex);
+
+        IInvertedListBuilderFactory invListBuilderFactory = new FixedSizeElementInvertedListBuilderFactory(
+                invListTypeTraits);
+        OnDiskInvertedIndexFactory invIndexFactory = new OnDiskInvertedIndexFactory(diskBufferCache,
+                diskFileMapProvider, invListBuilderFactory, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, fileManager);
+
+        LSMInvertedIndex invIndex = new LSMInvertedIndex(memBufferCache, memFreePageManager, invIndexFactory,
+                deletedKeysBTreeFactory, bloomFilterFactory, fileManager, diskFileMapProvider, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        return invIndex;
+    }
+
+    public static PartitionedLSMInvertedIndex createPartitionedLSMInvertedIndex(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IFileMapProvider diskFileMapProvider,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IBufferCache diskBufferCache, IIOManager ioManager,
+            String onDiskDir, ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider)
+            throws IndexException {
+        return createPartitionedLSMInvertedIndex(memBufferCache, memFreePageManager, diskFileMapProvider,
+                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                diskBufferCache, ioManager, onDiskDir, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackProvider, 0);
+    }
+
+    public static PartitionedLSMInvertedIndex createPartitionedLSMInvertedIndex(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IFileMapProvider diskFileMapProvider,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IBufferCache diskBufferCache, IIOManager ioManager,
+            String onDiskDir, ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            int startIODeviceIndex) throws IndexException {
+
+        BTreeFactory deletedKeysBTreeFactory = createDeletedKeysBTreeFactory(diskFileMapProvider, invListTypeTraits,
+                invListCmpFactories, diskBufferCache);
+
+        int[] bloomFilterKeyFields = new int[invListCmpFactories.length];
+        for (int i = 0; i < invListCmpFactories.length; i++) {
+            bloomFilterKeyFields[i] = i;
+        }
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        FileReference onDiskDirFileRef = new FileReference(new File(onDiskDir));
+        LSMInvertedIndexFileManager fileManager = new LSMInvertedIndexFileManager(ioManager, diskFileMapProvider,
+                onDiskDirFileRef, deletedKeysBTreeFactory, startIODeviceIndex);
+
+        IInvertedListBuilderFactory invListBuilderFactory = new FixedSizeElementInvertedListBuilderFactory(
+                invListTypeTraits);
+        PartitionedOnDiskInvertedIndexFactory invIndexFactory = new PartitionedOnDiskInvertedIndexFactory(
+                diskBufferCache, diskFileMapProvider, invListBuilderFactory, invListTypeTraits, invListCmpFactories,
+                tokenTypeTraits, tokenCmpFactories, fileManager);
+
+        PartitionedLSMInvertedIndex invIndex = new PartitionedLSMInvertedIndex(memBufferCache, memFreePageManager,
+                invIndexFactory, deletedKeysBTreeFactory, bloomFilterFactory, fileManager, diskFileMapProvider,
+                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        return invIndex;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/ObjectCache.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/ObjectCache.java
new file mode 100644
index 0000000..b073f20
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/ObjectCache.java
@@ -0,0 +1,51 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+
+public class ObjectCache<T> {
+    protected final int expandSize;
+    protected final IObjectFactory<T> objFactory;
+    protected final ArrayList<T> cache;
+    protected int lastReturned = 0;
+
+    public ObjectCache(IObjectFactory<T> objFactory, int initialSize, int expandSize) {
+        this.objFactory = objFactory;
+        this.cache = new ArrayList<T>(initialSize);
+        this.expandSize = expandSize;
+        expand(initialSize);
+    }
+
+    private void expand(int expandSize) {
+        for (int i = 0; i < expandSize; i++) {
+            cache.add(objFactory.create());
+        }
+    }
+
+    public void reset() {
+        lastReturned = 0;
+    }
+
+    public T getNext() {
+        if (lastReturned >= cache.size()) {
+            expand(expandSize);
+        }
+        return cache.get(lastReturned++);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java
new file mode 100644
index 0000000..8a18a91
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java
@@ -0,0 +1,72 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+
+// TODO: We can possibly avoid copying the data into a new tuple here.
+public class PartitionedInvertedIndexTokenizingTupleIterator extends InvertedIndexTokenizingTupleIterator {
+
+    protected short numTokens = 0;
+
+    public PartitionedInvertedIndexTokenizingTupleIterator(int tokensFieldCount, int invListFieldCount,
+            IBinaryTokenizer tokenizer) {
+        super(tokensFieldCount, invListFieldCount, tokenizer);
+    }
+
+    public void reset(ITupleReference inputTuple) {
+        super.reset(inputTuple);
+        // Run through the tokenizer once to get the total number of tokens.
+        numTokens = 0;
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+            numTokens++;
+        }
+        super.reset(inputTuple);
+    }
+
+    public void next() throws HyracksDataException {
+        tokenizer.next();
+        IToken token = tokenizer.getToken();
+        tupleBuilder.reset();
+        try {
+            // Add token field.
+            token.serializeToken(tupleBuilder.getFieldData());
+            tupleBuilder.addFieldEndOffset();
+            // Add field with number of tokens.
+            tupleBuilder.getDataOutput().writeShort(numTokens);
+            tupleBuilder.addFieldEndOffset();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+        // Add inverted-list element fields.
+        for (int i = 0; i < invListFieldCount; i++) {
+            tupleBuilder.addField(inputTuple.getFieldData(i + 1), inputTuple.getFieldStart(i + 1),
+                    inputTuple.getFieldLength(i + 1));
+        }
+        // Reset tuple reference for insert operation.
+        tupleReference.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    public short getNumTokens() {
+        return numTokens;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/pom.xml b/hyracks/hyracks-storage-am-lsm-rtree/pom.xml
new file mode 100644
index 0000000..7c7cf75
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/pom.xml
@@ -0,0 +1,47 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-rtree</artifactId>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-common</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-btree</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-rtree</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  		
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java
new file mode 100644
index 0000000..c363c99
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java
@@ -0,0 +1,98 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractLSMRTreeDataflowHelper extends AbstractLSMIndexDataflowHelper {
+
+    protected final IBinaryComparatorFactory[] btreeComparatorFactories;
+    protected final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    protected final RTreePolicyType rtreePolicyType;
+    protected final ILinearizeComparatorFactory linearizeCmpFactory;
+
+    public AbstractLSMRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory) {
+        this(opDesc, ctx, partition, DEFAULT_MEM_PAGE_SIZE, DEFAULT_MEM_NUM_PAGES, btreeComparatorFactories,
+                valueProviderFactories, rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackProvider, linearizeCmpFactory);
+    }
+
+    public AbstractLSMRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            int memPageSize, int memNumPages, IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory) {
+        super(opDesc, ctx, partition, memPageSize, memNumPages, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackProvider);
+        this.btreeComparatorFactories = btreeComparatorFactories;
+        this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+        this.linearizeCmpFactory = linearizeCmpFactory;
+    }
+
+    @Override
+    public ITreeIndex createIndexInstance() throws HyracksDataException {
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
+        ITreeIndexMetaDataFrameFactory metaDataFrameFactory = new LIFOMetaDataFrameFactory();
+        IInMemoryBufferCache memBufferCache = new DualIndexInMemoryBufferCache(new HeapBufferAllocator(), memPageSize,
+                memNumPages);
+        IInMemoryFreePageManager memFreePageManager = new DualIndexInMemoryFreePageManager(memNumPages,
+                metaDataFrameFactory);
+        return createLSMTree(memBufferCache, memFreePageManager, ctx.getIOManager(), file, opDesc.getStorageManager()
+                .getBufferCache(ctx), opDesc.getStorageManager().getFileMapProvider(ctx),
+                treeOpDesc.getTreeIndexTypeTraits(), treeOpDesc.getTreeIndexComparatorFactories(),
+                btreeComparatorFactories, valueProviderFactories, rtreePolicyType, linearizeCmpFactory, partition);
+
+    }
+
+    protected abstract ITreeIndex createLSMTree(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IIOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILinearizeComparatorFactory linearizeCmpFactory, int startIODeviceIndex) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelper.java
new file mode 100644
index 0000000..1df914e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelper.java
@@ -0,0 +1,78 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeDataflowHelper extends AbstractLSMRTreeDataflowHelper {
+
+    public LSMRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory) {
+        super(opDesc, ctx, partition, btreeComparatorFactories, valueProviderFactories, rtreePolicyType, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider, linearizeCmpFactory);
+    }
+
+    public LSMRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            int memPageSize, int memNumPages, IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory) {
+        super(opDesc, ctx, partition, memPageSize, memNumPages, btreeComparatorFactories, valueProviderFactories,
+                rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider, linearizeCmpFactory);
+    }
+
+    @Override
+    protected ITreeIndex createLSMTree(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IIOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILinearizeComparatorFactory linearizeCmpFactory, int startIODeviceIndex) throws HyracksDataException {
+        try {
+            return LSMRTreeUtils.createLSMTree(memBufferCache, memFreePageManager, ioManager, file, diskBufferCache,
+                    diskFileMapProvider, typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories,
+                    rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider,
+                    linearizeCmpFactory, startIODeviceIndex);
+        } catch (TreeIndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelperFactory.java
new file mode 100644
index 0000000..a730895
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelperFactory.java
@@ -0,0 +1,60 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final IBinaryComparatorFactory[] btreeComparatorFactories;
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
+    private final ILinearizeComparatorFactory linearizeCmpFactory;
+
+    public LSMRTreeDataflowHelperFactory(IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, IBinaryComparatorFactory[] btreeComparatorFactories,
+            ILSMMergePolicyProvider mergePolicyProvider, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory, int memPageSize, int memNumPages) {
+        super(mergePolicyProvider, opTrackerFactory, ioSchedulerProvider, ioOpCallbackProvider, memPageSize,
+                memNumPages);
+        this.btreeComparatorFactories = btreeComparatorFactories;
+        this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+        this.linearizeCmpFactory = linearizeCmpFactory;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new LSMRTreeDataflowHelper(opDesc, ctx, partition, memPageSize, memNumPages, btreeComparatorFactories, valueProviderFactories,
+                rtreePolicyType, mergePolicyProvider.getMergePolicy(ctx), opTrackerFactory,
+                ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackProvider, linearizeCmpFactory);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelper.java
new file mode 100644
index 0000000..6f5ecb1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelper.java
@@ -0,0 +1,77 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeWithAntiMatterTuplesDataflowHelper extends AbstractLSMRTreeDataflowHelper {
+    public LSMRTreeWithAntiMatterTuplesDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory) {
+        super(opDesc, ctx, partition, btreeComparatorFactories, valueProviderFactories, rtreePolicyType, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider, linearizeCmpFactory);
+    }
+
+    public LSMRTreeWithAntiMatterTuplesDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, int memPageSize, int memNumPages, IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory) {
+        super(opDesc, ctx, partition, memPageSize, memNumPages, btreeComparatorFactories, valueProviderFactories,
+                rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider, linearizeCmpFactory);
+    }
+
+    @Override
+    protected ITreeIndex createLSMTree(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IIOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILinearizeComparatorFactory linearizeCmpFactory, int startIODeviceIndex) throws HyracksDataException {
+        try {
+            return LSMRTreeUtils.createLSMTreeWithAntiMatterTuples(memBufferCache, memFreePageManager, ioManager, file,
+                    diskBufferCache, diskFileMapProvider, typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                    valueProviderFactories, rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler,
+                    ioOpCallbackProvider, linearizeCmpFactory, startIODeviceIndex);
+        } catch (TreeIndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelperFactory.java
new file mode 100644
index 0000000..b27e84f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelperFactory.java
@@ -0,0 +1,66 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicyProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeWithAntiMatterTuplesDataflowHelperFactory implements IIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final IBinaryComparatorFactory[] btreeComparatorFactories;
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
+    private final ILSMMergePolicyProvider mergePolicyProvider;
+    private final ILSMOperationTrackerFactory opTrackerProvider;
+    private final ILSMIOOperationSchedulerProvider ioSchedulerProvider;
+    private final ILSMIOOperationCallbackProvider ioOpCallbackProvider;
+    private final ILinearizeComparatorFactory linearizeCmpFactory;
+
+    public LSMRTreeWithAntiMatterTuplesDataflowHelperFactory(IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, IBinaryComparatorFactory[] btreeComparatorFactories,
+            ILSMMergePolicyProvider mergePolicyProvider, ILSMOperationTrackerFactory opTrackerProvider,
+            ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory) {
+        this.btreeComparatorFactories = btreeComparatorFactories;
+        this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+        this.mergePolicyProvider = mergePolicyProvider;
+        this.ioSchedulerProvider = ioSchedulerProvider;
+        this.opTrackerProvider = opTrackerProvider;
+        this.ioOpCallbackProvider = ioOpCallbackProvider;
+        this.linearizeCmpFactory = linearizeCmpFactory;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new LSMRTreeWithAntiMatterTuplesDataflowHelper(opDesc, ctx, partition, btreeComparatorFactories,
+                valueProviderFactories, rtreePolicyType, mergePolicyProvider.getMergePolicy(ctx), opTrackerProvider,
+                ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackProvider, linearizeCmpFactory);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java
new file mode 100644
index 0000000..23137ab
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java
@@ -0,0 +1,357 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import java.io.File;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeDuplicateKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNonExistentKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractLSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractLSMRTree extends AbstractLSMIndex implements ITreeIndex {
+
+    protected final ILinearizeComparatorFactory linearizer;
+    protected final int[] comparatorFields;
+    protected final IBinaryComparatorFactory[] linearizerArray;
+
+    // In-memory components.
+    protected final LSMRTreeMutableComponent mutableComponent;
+    protected final IInMemoryBufferCache memBufferCache;
+
+    protected TreeTupleSorter rTreeTupleSorter;
+
+    // On-disk components.
+    // For creating RTree's used in flush and merge.
+    protected final ILSMComponentFactory componentFactory;
+
+    private IBinaryComparatorFactory[] btreeCmpFactories;
+    private IBinaryComparatorFactory[] rtreeCmpFactories;
+
+    // Common for in-memory and on-disk components.
+    protected final ITreeIndexFrameFactory rtreeInteriorFrameFactory;
+    protected final ITreeIndexFrameFactory btreeInteriorFrameFactory;
+    protected final ITreeIndexFrameFactory rtreeLeafFrameFactory;
+    protected final ITreeIndexFrameFactory btreeLeafFrameFactory;
+
+    public AbstractLSMRTree(IInMemoryBufferCache memBufferCache, IInMemoryFreePageManager memFreePageManager,
+            ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            ILSMIndexFileManager fileManager, TreeIndexFactory<RTree> diskRTreeFactory,
+            ILSMComponentFactory componentFactory, IFileMapProvider diskFileMapProvider, int fieldCount,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            ILinearizeComparatorFactory linearizer, int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        super(memFreePageManager, diskRTreeFactory.getBufferCache(), fileManager, diskFileMapProvider, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        RTree memRTree = new RTree(memBufferCache, ((InMemoryBufferCache) memBufferCache).getFileMapProvider(),
+                memFreePageManager, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, rtreeCmpFactories, fieldCount,
+                new FileReference(new File("memrtree")));
+        BTree memBTree = new BTree(memBufferCache, ((InMemoryBufferCache) memBufferCache).getFileMapProvider(),
+                memFreePageManager, btreeInteriorFrameFactory, btreeLeafFrameFactory, btreeCmpFactories, fieldCount,
+                new FileReference(new File("membtree")));
+        mutableComponent = new LSMRTreeMutableComponent(memRTree, memBTree, memFreePageManager);
+        this.memBufferCache = memBufferCache;
+        this.rtreeInteriorFrameFactory = rtreeInteriorFrameFactory;
+        this.rtreeLeafFrameFactory = rtreeLeafFrameFactory;
+        this.btreeInteriorFrameFactory = btreeInteriorFrameFactory;
+        this.btreeLeafFrameFactory = btreeLeafFrameFactory;
+        this.componentFactory = componentFactory;
+        this.btreeCmpFactories = btreeCmpFactories;
+        this.rtreeCmpFactories = rtreeCmpFactories;
+        this.linearizer = linearizer;
+        this.comparatorFields = comparatorFields;
+        this.linearizerArray = linearizerArray;
+        rTreeTupleSorter = null;
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+
+        fileManager.deleteDirs();
+        fileManager.createDirs();
+        componentsRef.get().clear();
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            return;
+        }
+
+        ((InMemoryBufferCache) mutableComponent.getRTree().getBufferCache()).open();
+        mutableComponent.getRTree().create();
+        mutableComponent.getBTree().create();
+        mutableComponent.getRTree().activate();
+        mutableComponent.getBTree().activate();
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        if (!isActivated) {
+            return;
+        }
+
+        if (flushOnExit) {
+            BlockingIOOperationCallbackWrapper cb = new BlockingIOOperationCallbackWrapper(
+                    ioOpCallbackProvider.getIOOperationCallback(this));
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            accessor.scheduleFlush(cb);
+            try {
+                cb.waitForIO();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        mutableComponent.getRTree().deactivate();
+        mutableComponent.getBTree().deactivate();
+        mutableComponent.getRTree().destroy();
+        mutableComponent.getBTree().destroy();
+        ((InMemoryBufferCache) mutableComponent.getRTree().getBufferCache()).close();
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+
+        mutableComponent.getRTree().deactivate();
+        mutableComponent.getBTree().deactivate();
+    }
+
+    @Override
+    public synchronized void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+
+        mutableComponent.getRTree().clear();
+        mutableComponent.getBTree().clear();
+    }
+
+    @Override
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) {
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        operationalComponents.clear();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        switch (ctx.getOperation()) {
+            case INSERT:
+            case DELETE:
+            case FLUSH:
+                operationalComponents.add(mutableComponent);
+                break;
+            case SEARCH:
+                operationalComponents.add(mutableComponent);
+                operationalComponents.addAll(immutableComponents);
+                break;
+            case MERGE:
+                operationalComponents.addAll(immutableComponents);
+                break;
+            default:
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+        }
+    }
+
+    protected LSMComponentFileReferences getMergeTargetFileName(List<ILSMComponent> mergingDiskComponents)
+            throws HyracksDataException {
+        RTree firstTree = ((LSMRTreeImmutableComponent) mergingDiskComponents.get(0)).getRTree();
+        RTree lastTree = ((LSMRTreeImmutableComponent) mergingDiskComponents.get(mergingDiskComponents.size() - 1))
+                .getRTree();
+        FileReference firstFile = diskFileMapProvider.lookupFileName(firstTree.getFileId());
+        FileReference lastFile = diskFileMapProvider.lookupFileName(lastTree.getFileId());
+        LSMComponentFileReferences fileRefs = fileManager.getRelMergeFileReference(firstFile.getFile().getName(),
+                lastFile.getFile().getName());
+        return fileRefs;
+    }
+
+    protected LSMRTreeImmutableComponent createDiskComponent(ILSMComponentFactory factory, FileReference insertFileRef,
+            FileReference deleteFileRef, FileReference bloomFilterFileRef, boolean createComponent)
+            throws HyracksDataException, IndexException {
+        // Create new tree instance.
+        LSMRTreeImmutableComponent component = (LSMRTreeImmutableComponent) factory
+                .createLSMComponentInstance(new LSMComponentFileReferences(insertFileRef, deleteFileRef,
+                        bloomFilterFileRef));
+        if (createComponent) {
+            component.getRTree().create();
+            if (component.getBTree() != null) {
+                component.getBTree().create();
+                component.getBloomFilter().create();
+            }
+        }
+        // Tree will be closed during cleanup of merge().
+        component.getRTree().activate();
+        if (component.getBTree() != null) {
+            component.getBTree().activate();
+            component.getBloomFilter().activate();
+        }
+        return component;
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        return mutableComponent.getRTree().getLeafFrameFactory();
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getInteriorFrameFactory() {
+        return mutableComponent.getRTree().getInteriorFrameFactory();
+    }
+
+    @Override
+    public IFreePageManager getFreePageManager() {
+        return mutableComponent.getRTree().getFreePageManager();
+    }
+
+    @Override
+    public int getFieldCount() {
+        return mutableComponent.getRTree().getFieldCount();
+    }
+
+    @Override
+    public int getRootPageId() {
+        return mutableComponent.getRTree().getRootPageId();
+    }
+
+    @Override
+    public int getFileId() {
+        return mutableComponent.getRTree().getFileId();
+    }
+
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        LSMRTreeOpContext ctx = (LSMRTreeOpContext) ictx;
+        if (ctx.getOperation() == IndexOperation.PHYSICALDELETE) {
+            throw new UnsupportedOperationException("Physical delete not supported in the LSM-RTree");
+        }
+
+        if (ctx.getOperation() == IndexOperation.INSERT) {
+            // Before each insert, we must check whether there exist a killer
+            // tuple in the memBTree. If we find a killer tuple, we must truly
+            // delete the existing tuple from the BTree, and then insert it to
+            // memRTree. Otherwise, the old killer tuple will kill the newly
+            // added RTree tuple.
+            RangePredicate btreeRangePredicate = new RangePredicate(tuple, tuple, true, true,
+                    ctx.getBTreeMultiComparator(), ctx.getBTreeMultiComparator());
+            ITreeIndexCursor cursor = ctx.memBTreeAccessor.createSearchCursor();
+            ctx.memBTreeAccessor.search(cursor, btreeRangePredicate);
+            boolean foundTupleInMemoryBTree = false;
+            try {
+                if (cursor.hasNext()) {
+                    foundTupleInMemoryBTree = true;
+                }
+            } finally {
+                cursor.close();
+            }
+            if (foundTupleInMemoryBTree) {
+                try {
+                    ctx.memBTreeAccessor.delete(tuple);
+                } catch (BTreeNonExistentKeyException e) {
+                    // Tuple has been deleted in the meantime. Do nothing.
+                    // This normally shouldn't happen if we are dealing with
+                    // good citizens since LSMRTree is used as a secondary
+                    // index and a tuple shouldn't be deleted twice without
+                    // insert between them.
+                }
+            } else {
+                ctx.memRTreeAccessor.insert(tuple);
+            }
+
+        } else {
+            try {
+                ctx.memBTreeAccessor.insert(tuple);
+            } catch (BTreeDuplicateKeyException e) {
+                // Do nothing, because one delete tuple is enough to indicate
+                // that all the corresponding insert tuples are deleted
+            }
+        }
+    }
+
+    protected LSMRTreeOpContext createOpContext(IModificationOperationCallback modCallback) {
+        return new LSMRTreeOpContext((RTree.RTreeAccessor) mutableComponent.getRTree().createAccessor(modCallback,
+                NoOpOperationCallback.INSTANCE), (IRTreeLeafFrame) rtreeLeafFrameFactory.createFrame(),
+                (IRTreeInteriorFrame) rtreeInteriorFrameFactory.createFrame(), memFreePageManager
+                        .getMetaDataFrameFactory().createFrame(), 4, (BTree.BTreeAccessor) mutableComponent.getBTree()
+                        .createAccessor(modCallback, NoOpOperationCallback.INSTANCE), btreeLeafFrameFactory,
+                btreeInteriorFrameFactory, memFreePageManager.getMetaDataFrameFactory().createFrame(),
+                rtreeCmpFactories, btreeCmpFactories, null, null);
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        return rtreeCmpFactories;
+    }
+
+    public boolean isEmptyIndex() throws HyracksDataException {
+        return componentsRef.get().isEmpty()
+                && mutableComponent.getBTree().isEmptyTree(
+                        mutableComponent.getBTree().getInteriorFrameFactory().createFrame())
+                && mutableComponent.getRTree().isEmptyTree(
+                        mutableComponent.getRTree().getInteriorFrameFactory().createFrame());
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        throw new UnsupportedOperationException("Validation not implemented for LSM R-Trees.");
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        InMemoryBufferCache memBufferCache = (InMemoryBufferCache) mutableComponent.getRTree().getBufferCache();
+        return memBufferCache.getNumPages() * memBufferCache.getPageSize();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java
new file mode 100644
index 0000000..3bffb43
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java
@@ -0,0 +1,474 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.List;
+import java.util.ListIterator;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTree extends AbstractLSMRTree {
+
+    public LSMRTree(IInMemoryBufferCache memBufferCache, IInMemoryFreePageManager memFreePageManager,
+            ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            ILSMIndexFileManager fileNameManager, TreeIndexFactory<RTree> diskRTreeFactory,
+            TreeIndexFactory<BTree> diskBTreeFactory, BloomFilterFactory bloomFilterFactory,
+            IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, ILinearizeComparatorFactory linearizer,
+            int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        super(memBufferCache, memFreePageManager, rtreeInteriorFrameFactory, rtreeLeafFrameFactory,
+                btreeInteriorFrameFactory, btreeLeafFrameFactory, fileNameManager, diskRTreeFactory,
+                new LSMRTreeComponentFactory(diskRTreeFactory, diskBTreeFactory, bloomFilterFactory),
+                diskFileMapProvider, fieldCount, rtreeCmpFactories, btreeCmpFactories, linearizer, comparatorFields,
+                linearizerArray, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+    }
+
+    /**
+     * Opens LSMRTree, cleaning up invalid files from base dir, and registering
+     * all valid files as on-disk RTrees and BTrees.
+     * 
+     * @param fileReference
+     *            Dummy file id.
+     * @throws HyracksDataException
+     */
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        super.activate();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        List<LSMComponentFileReferences> validFileReferences;
+        try {
+            validFileReferences = fileManager.cleanupAndGetValidFiles();
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        immutableComponents.clear();
+        for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+            LSMRTreeImmutableComponent component;
+            try {
+                component = createDiskComponent(componentFactory,
+                        lsmComonentFileReference.getInsertIndexFileReference(),
+                        lsmComonentFileReference.getDeleteIndexFileReference(),
+                        lsmComonentFileReference.getBloomFilterFileReference(), false);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            immutableComponents.add(component);
+        }
+        isActivated = true;
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        super.deactivate(flushOnExit);
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            LSMRTreeImmutableComponent component = (LSMRTreeImmutableComponent) c;
+            RTree rtree = component.getRTree();
+            BTree btree = component.getBTree();
+            BloomFilter bloomFilter = component.getBloomFilter();
+            rtree.deactivate();
+            btree.deactivate();
+            bloomFilter.deactivate();
+        }
+        isActivated = false;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        deactivate(true);
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        super.destroy();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            LSMRTreeImmutableComponent component = (LSMRTreeImmutableComponent) c;
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+            component.getRTree().destroy();
+        }
+        fileManager.deleteDirs();
+    }
+
+    @Override
+    public synchronized void clear() throws HyracksDataException {
+        super.clear();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            LSMRTreeImmutableComponent component = (LSMRTreeImmutableComponent) c;
+            component.getBTree().deactivate();
+            component.getBloomFilter().deactivate();
+            component.getRTree().deactivate();
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+            component.getRTree().destroy();
+        }
+        immutableComponents.clear();
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        LSMRTreeOpContext ctx = (LSMRTreeOpContext) ictx;
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        boolean includeMutableComponent = operationalComponents.get(0) == mutableComponent;
+        int numTrees = operationalComponents.size();
+
+        ListIterator<ILSMComponent> diskComponentIter = operationalComponents.listIterator();
+        ITreeIndexAccessor[] rTreeAccessors = new ITreeIndexAccessor[numTrees];
+        ITreeIndexAccessor[] bTreeAccessors = new ITreeIndexAccessor[numTrees];
+        int diskComponentIx = 0;
+        if (includeMutableComponent) {
+            rTreeAccessors[0] = ctx.memRTreeAccessor;
+            bTreeAccessors[0] = ctx.memBTreeAccessor;
+            diskComponentIx++;
+            diskComponentIter.next();
+        }
+
+        while (diskComponentIter.hasNext()) {
+            LSMRTreeImmutableComponent component = (LSMRTreeImmutableComponent) diskComponentIter.next();
+            RTree diskRTree = component.getRTree();
+            BTree diskBTree = component.getBTree();
+            rTreeAccessors[diskComponentIx] = diskRTree.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            bTreeAccessors[diskComponentIx] = diskBTree.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            diskComponentIx++;
+        }
+
+        LSMRTreeCursorInitialState initialState = new LSMRTreeCursorInitialState(numTrees, rtreeLeafFrameFactory,
+                rtreeInteriorFrameFactory, btreeLeafFrameFactory, ctx.getBTreeMultiComparator(), rTreeAccessors,
+                bTreeAccessors, includeMutableComponent, lsmHarness, comparatorFields, linearizerArray,
+                ctx.searchCallback, operationalComponents);
+        cursor.open(initialState, pred);
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        ILSMIndexOperationContext rctx = createOpContext(NoOpOperationCallback.INSTANCE);
+        LSMRTreeMutableComponent flushingComponent = (LSMRTreeMutableComponent) ctx.getComponentHolder().get(0);
+        rctx.setOperation(IndexOperation.FLUSH);
+        rctx.getComponentHolder().addAll(ctx.getComponentHolder());
+        LSMRTreeAccessor accessor = new LSMRTreeAccessor(lsmHarness, rctx);
+        ioScheduler.scheduleOperation(new LSMRTreeFlushOperation(accessor, flushingComponent, componentFileRefs
+                .getInsertIndexFileReference(), componentFileRefs.getDeleteIndexFileReference(), componentFileRefs
+                .getBloomFilterFileReference(), callback));
+    }
+
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMRTreeFlushOperation flushOp = (LSMRTreeFlushOperation) operation;
+        LSMRTreeMutableComponent flushingComponent = (LSMRTreeMutableComponent) flushOp.getFlushingComponent();
+        // Renaming order is critical because we use assume ordering when we
+        // read the file names when we open the tree.
+        // The RTree should be renamed before the BTree.
+
+        // scan the memory RTree
+        ITreeIndexAccessor memRTreeAccessor = flushingComponent.getRTree().createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        RTreeSearchCursor rtreeScanCursor = (RTreeSearchCursor) memRTreeAccessor.createSearchCursor();
+        SearchPredicate rtreeNullPredicate = new SearchPredicate(null, null);
+        memRTreeAccessor.search(rtreeScanCursor, rtreeNullPredicate);
+        LSMRTreeImmutableComponent component = createDiskComponent(componentFactory, flushOp.getRTreeFlushTarget(),
+                flushOp.getBTreeFlushTarget(), flushOp.getBloomFilterFlushTarget(), true);
+        RTree diskRTree = component.getRTree();
+        IIndexBulkLoader rTreeBulkloader;
+        ITreeIndexCursor cursor;
+
+        IBinaryComparatorFactory[] linearizerArray = { linearizer };
+
+        if (rTreeTupleSorter == null) {
+            rTreeTupleSorter = new TreeTupleSorter(flushingComponent.getRTree().getFileId(), linearizerArray,
+                    rtreeLeafFrameFactory.createFrame(), rtreeLeafFrameFactory.createFrame(), flushingComponent
+                            .getRTree().getBufferCache(), comparatorFields);
+        } else {
+            rTreeTupleSorter.reset();
+        }
+        // BulkLoad the tuples from the in-memory tree into the new disk
+        // RTree.
+
+        boolean isEmpty = true;
+        try {
+            while (rtreeScanCursor.hasNext()) {
+                isEmpty = false;
+                rtreeScanCursor.next();
+                rTreeTupleSorter.insertTupleEntry(rtreeScanCursor.getPageId(), rtreeScanCursor.getTupleOffset());
+            }
+        } finally {
+            rtreeScanCursor.close();
+        }
+        if (!isEmpty) {
+            rTreeTupleSorter.sort();
+
+            rTreeBulkloader = diskRTree.createBulkLoader(1.0f, false, 0L);
+            cursor = rTreeTupleSorter;
+
+            try {
+                while (cursor.hasNext()) {
+                    cursor.next();
+                    ITupleReference frameTuple = cursor.getTuple();
+                    rTreeBulkloader.add(frameTuple);
+                }
+            } finally {
+                cursor.close();
+            }
+            rTreeBulkloader.end();
+        }
+
+        ITreeIndexAccessor memBTreeAccessor = flushingComponent.getBTree().createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        RangePredicate btreeNullPredicate = new RangePredicate(null, null, true, true, null, null);
+        IIndexCursor btreeCountingCursor = ((BTreeAccessor) memBTreeAccessor).createCountingSearchCursor();
+        memBTreeAccessor.search(btreeCountingCursor, btreeNullPredicate);
+        long numBTreeTuples = 0L;
+        try {
+            while (btreeCountingCursor.hasNext()) {
+                btreeCountingCursor.next();
+                ITupleReference countTuple = btreeCountingCursor.getTuple();
+                numBTreeTuples = IntegerSerializerDeserializer.getInt(countTuple.getFieldData(0),
+                        countTuple.getFieldStart(0));
+            }
+        } finally {
+            btreeCountingCursor.close();
+        }
+
+        if (numBTreeTuples > 0) {
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numBTreeTuples);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    MAX_BLOOM_FILTER_ACCEPTABLE_FALSE_POSITIVE_RATE);
+
+            IIndexCursor btreeScanCursor = memBTreeAccessor.createSearchCursor();
+            memBTreeAccessor.search(btreeScanCursor, btreeNullPredicate);
+            BTree diskBTree = component.getBTree();
+
+            // BulkLoad the tuples from the in-memory tree into the new disk BTree.
+            IIndexBulkLoader bTreeBulkloader = diskBTree.createBulkLoader(1.0f, false, numBTreeTuples);
+            IIndexBulkLoader builder = component.getBloomFilter().createBuilder(numBTreeTuples,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+            // scan the memory BTree
+            try {
+                while (btreeScanCursor.hasNext()) {
+                    btreeScanCursor.next();
+                    ITupleReference frameTuple = btreeScanCursor.getTuple();
+                    bTreeBulkloader.add(frameTuple);
+                    builder.add(frameTuple);
+                }
+            } finally {
+                btreeScanCursor.close();
+                builder.end();
+            }
+            bTreeBulkloader.end();
+        }
+
+        return component;
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        // Renaming order is critical because we use assume ordering when we
+        // read the file names when we open the tree.
+        // The RTree should be renamed before the BTree.
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        ILSMIndexOperationContext rctx = createOpContext(NoOpOperationCallback.INSTANCE);
+        rctx.getComponentHolder().addAll(mergingComponents);
+        ITreeIndexCursor cursor = new LSMRTreeSortedCursor(rctx, linearizer);
+        ISearchPredicate rtreeSearchPred = new SearchPredicate(null, null);
+        search(rctx, cursor, rtreeSearchPred);
+
+        rctx.setOperation(IndexOperation.MERGE);
+        LSMComponentFileReferences relMergeFileRefs = getMergeTargetFileName(mergingComponents);
+        ILSMIndexAccessorInternal accessor = new LSMRTreeAccessor(lsmHarness, rctx);
+        ioScheduler.scheduleOperation(new LSMRTreeMergeOperation((ILSMIndexAccessorInternal) accessor,
+                mergingComponents, cursor, relMergeFileRefs.getInsertIndexFileReference(), relMergeFileRefs
+                        .getDeleteIndexFileReference(), relMergeFileRefs.getBloomFilterFileReference(), callback));
+    }
+
+    @Override
+    public ILSMComponent merge(List<ILSMComponent> mergedComponents, ILSMIOOperation operation)
+            throws HyracksDataException, IndexException {
+        LSMRTreeMergeOperation mergeOp = (LSMRTreeMergeOperation) operation;
+        ITreeIndexCursor cursor = mergeOp.getCursor();
+        mergedComponents.addAll(mergeOp.getMergingComponents());
+
+        LSMRTreeImmutableComponent mergedComponent = createDiskComponent(componentFactory,
+                mergeOp.getRTreeMergeTarget(), mergeOp.getBTreeMergeTarget(), mergeOp.getBloomFilterMergeTarget(), true);
+        IIndexBulkLoader bulkLoader = mergedComponent.getRTree().createBulkLoader(1.0f, false, 0L);
+
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+                bulkLoader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+        }
+        bulkLoader.end();
+        return mergedComponent;
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMRTreeAccessor(lsmHarness, createOpContext(modificationCallback));
+    }
+
+    public class LSMRTreeAccessor extends LSMTreeIndexAccessor {
+        public LSMRTreeAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+            super(lsmHarness, ctx);
+        }
+
+        @Override
+        public ITreeIndexCursor createSearchCursor() {
+            return new LSMRTreeSearchCursor(ctx);
+        }
+
+        public MultiComparator getMultiComparator() {
+            LSMRTreeOpContext concreteCtx = (LSMRTreeOpContext) ctx;
+            return concreteCtx.rtreeOpContext.cmp;
+        }
+    }
+
+    private ILSMComponent createBulkLoadTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        return createDiskComponent(componentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getDeleteIndexFileReference(), componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint)
+            throws TreeIndexException {
+        return new LSMRTreeBulkLoader(fillLevel, verifyInput, numElementsHint);
+    }
+
+    public class LSMRTreeBulkLoader implements IIndexBulkLoader {
+        private final ILSMComponent component;
+        private final IIndexBulkLoader bulkLoader;
+
+        public LSMRTreeBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+                throws TreeIndexException {
+            // Note that by using a flush target file name, we state that the
+            // new bulk loaded tree is "newer" than any other merged tree.
+            try {
+                component = createBulkLoadTarget();
+            } catch (HyracksDataException e) {
+                throw new TreeIndexException(e);
+            } catch (IndexException e) {
+                throw new TreeIndexException(e);
+            }
+            bulkLoader = ((LSMRTreeImmutableComponent) component).getRTree().createBulkLoader(fillFactor, verifyInput,
+                    numElementsHint);
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws HyracksDataException, IndexException {
+            try {
+                bulkLoader.add(tuple);
+            } catch (IndexException e) {
+                handleException();
+                throw e;
+            } catch (HyracksDataException e) {
+                handleException();
+                throw e;
+            } catch (RuntimeException e) {
+                handleException();
+                throw e;
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            bulkLoader.end();
+            lsmHarness.addBulkLoadedComponent(component);
+        }
+
+        protected void handleException() throws HyracksDataException {
+            ((LSMRTreeImmutableComponent) component).getRTree().deactivate();
+            ((LSMRTreeImmutableComponent) component).getRTree().destroy();
+            ((LSMRTreeImmutableComponent) component).getBTree().deactivate();
+            ((LSMRTreeImmutableComponent) component).getBTree().destroy();
+            ((LSMRTreeImmutableComponent) component).getBloomFilter().deactivate();
+            ((LSMRTreeImmutableComponent) component).getBloomFilter().destroy();
+        }
+    }
+
+    @Override
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException {
+        LSMRTreeImmutableComponent component = (LSMRTreeImmutableComponent) lsmComponent;
+        // Flush the bloom filter first.
+        int fileId = component.getBloomFilter().getFileId();
+        IBufferCache bufferCache = component.getBTree().getBufferCache();
+        int startPage = 0;
+        int maxPage = component.getBloomFilter().getNumPages();
+        forceFlushDirtyPages(bufferCache, fileId, startPage, maxPage);
+        forceFlushDirtyPages(component.getRTree());
+        markAsValidInternal(component.getRTree());
+        forceFlushDirtyPages(component.getBTree());
+        markAsValidInternal(component.getBTree());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeAbstractCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeAbstractCursor.java
new file mode 100644
index 0000000..5a72f29
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeAbstractCursor.java
@@ -0,0 +1,143 @@
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BloomFilterAwareBTreePointSearchCursor;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public abstract class LSMRTreeAbstractCursor implements ITreeIndexCursor {
+
+    protected RTreeSearchCursor[] rtreeCursors;
+    protected boolean open = false;
+    protected ITreeIndexCursor[] btreeCursors;
+    protected ITreeIndexAccessor[] rTreeAccessors;
+    protected ITreeIndexAccessor[] bTreeAccessors;
+    private MultiComparator btreeCmp;
+    protected int numberOfTrees;
+    protected SearchPredicate rtreeSearchPredicate;
+    protected RangePredicate btreeRangePredicate;
+    protected ITupleReference frameTuple;
+    protected boolean includeMemRTree;
+    protected ILSMHarness lsmHarness;
+    protected boolean foundNext;
+    protected final ILSMIndexOperationContext opCtx;
+
+    protected List<ILSMComponent> operationalComponents;
+
+    public LSMRTreeAbstractCursor(ILSMIndexOperationContext opCtx) {
+        super();
+        this.opCtx = opCtx;
+    }
+
+    public RTreeSearchCursor getCursor(int cursorIndex) {
+        return rtreeCursors[cursorIndex];
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        LSMRTreeCursorInitialState lsmInitialState = (LSMRTreeCursorInitialState) initialState;
+        btreeCmp = lsmInitialState.getBTreeCmp();
+        includeMemRTree = lsmInitialState.getIncludeMemComponent();
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        lsmHarness = lsmInitialState.getLSMHarness();
+        numberOfTrees = lsmInitialState.getNumberOfTrees();
+        rTreeAccessors = lsmInitialState.getRTreeAccessors();
+        bTreeAccessors = lsmInitialState.getBTreeAccessors();
+
+        rtreeCursors = new RTreeSearchCursor[numberOfTrees];
+        btreeCursors = new ITreeIndexCursor[numberOfTrees];
+
+        int i = 0;
+        if (includeMemRTree) {
+            rtreeCursors[i] = new RTreeSearchCursor((IRTreeInteriorFrame) lsmInitialState
+                    .getRTreeInteriorFrameFactory().createFrame(), (IRTreeLeafFrame) lsmInitialState
+                    .getRTreeLeafFrameFactory().createFrame());
+
+            // No need for a bloom filter for the in-memory BTree.
+            btreeCursors[i] = new BTreeRangeSearchCursor((IBTreeLeafFrame) lsmInitialState.getBTreeLeafFrameFactory()
+                    .createFrame(), false);
+            ++i;
+        }
+        for (; i < numberOfTrees; i++) {
+            rtreeCursors[i] = new RTreeSearchCursor((IRTreeInteriorFrame) lsmInitialState
+                    .getRTreeInteriorFrameFactory().createFrame(), (IRTreeLeafFrame) lsmInitialState
+                    .getRTreeLeafFrameFactory().createFrame());
+
+            btreeCursors[i] = new BloomFilterAwareBTreePointSearchCursor((IBTreeLeafFrame) lsmInitialState
+                    .getBTreeLeafFrameFactory().createFrame(), false,
+                    ((LSMRTreeImmutableComponent) operationalComponents.get(i)).getBloomFilter());
+        }
+
+        rtreeSearchPredicate = (SearchPredicate) searchPred;
+        btreeRangePredicate = new RangePredicate(null, null, true, true, btreeCmp, btreeCmp);
+
+        open = true;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        // do nothing
+        return null;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (!open) {
+            return;
+        }
+
+        try {
+            if (rtreeCursors != null && btreeCursors != null) {
+                for (int i = 0; i < numberOfTrees; i++) {
+                    rtreeCursors[i].close();
+                    btreeCursors[i].close();
+                }
+            }
+            rtreeCursors = null;
+            btreeCursors = null;
+        } finally {
+            lsmHarness.endSearch(opCtx);
+        }
+
+        open = false;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // do nothing
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // do nothing
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeComponentFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeComponentFactory.java
new file mode 100644
index 0000000..56e3d28
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeComponentFactory.java
@@ -0,0 +1,53 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LSMRTreeComponentFactory implements ILSMComponentFactory {
+    private final TreeIndexFactory<RTree> rtreeFactory;
+    private final TreeIndexFactory<BTree> btreeFactory;
+    private final BloomFilterFactory bloomFilterFactory;
+
+    public LSMRTreeComponentFactory(TreeIndexFactory<RTree> rtreeFactory, TreeIndexFactory<BTree> btreeFactory,
+            BloomFilterFactory bloomFilterFactory) {
+        this.rtreeFactory = rtreeFactory;
+        this.btreeFactory = btreeFactory;
+        this.bloomFilterFactory = bloomFilterFactory;
+    }
+
+    @Override
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException,
+            HyracksDataException {
+        return new LSMRTreeImmutableComponent(rtreeFactory.createIndexInstance(cfr.getInsertIndexFileReference()),
+                btreeFactory.createIndexInstance(cfr.getDeleteIndexFileReference()),
+                bloomFilterFactory.createBloomFiltertInstance(cfr.getBloomFilterFileReference()));
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return rtreeFactory.getBufferCache();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeCursorInitialState.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeCursorInitialState.java
new file mode 100644
index 0000000..590d5d8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeCursorInitialState.java
@@ -0,0 +1,144 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMRTreeCursorInitialState implements ICursorInitialState {
+
+    private final int numberOfTrees;
+    private final ITreeIndexFrameFactory rtreeInteriorFrameFactory;
+    private final ITreeIndexFrameFactory rtreeLeafFrameFactory;
+    private final ITreeIndexFrameFactory btreeLeafFrameFactory;
+    private final MultiComparator btreeCmp;
+    private final MultiComparator hilbertCmp;
+    private final ITreeIndexAccessor[] rTreeAccessors;
+    private final ITreeIndexAccessor[] bTreeAccessors;
+    private final boolean includeMemRTree;
+    private final ILSMHarness lsmHarness;
+    private final int[] comparatorFields;
+
+    private ISearchOperationCallback searchCallback;
+    private final List<ILSMComponent> operationalComponents;
+
+    public LSMRTreeCursorInitialState(int numberOfTrees, ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            MultiComparator btreeCmp, ITreeIndexAccessor[] rTreeAccessors, ITreeIndexAccessor[] bTreeAccessors,
+            boolean includeMemRTree, ILSMHarness lsmHarness, int[] comparatorFields,
+            IBinaryComparatorFactory[] linearizerArray, ISearchOperationCallback searchCallback,
+            List<ILSMComponent> operationalComponents) {
+        this.numberOfTrees = numberOfTrees;
+        this.rtreeLeafFrameFactory = rtreeLeafFrameFactory;
+        this.rtreeInteriorFrameFactory = rtreeInteriorFrameFactory;
+        this.btreeLeafFrameFactory = btreeLeafFrameFactory;
+        this.btreeCmp = btreeCmp;
+        this.rTreeAccessors = rTreeAccessors;
+        this.bTreeAccessors = bTreeAccessors;
+        this.includeMemRTree = includeMemRTree;
+        this.lsmHarness = lsmHarness;
+        this.comparatorFields = comparatorFields;
+        this.hilbertCmp = MultiComparator.create(linearizerArray);
+        this.searchCallback = searchCallback;
+        this.operationalComponents = operationalComponents;
+    }
+
+    public MultiComparator getHilbertCmp() {
+        return hilbertCmp;
+    }
+
+    public int[] getComparatorFields() {
+        return comparatorFields;
+    }
+
+    public int getNumberOfTrees() {
+        return numberOfTrees;
+    }
+
+    public ITreeIndexFrameFactory getRTreeInteriorFrameFactory() {
+        return rtreeInteriorFrameFactory;
+    }
+
+    public ITreeIndexFrameFactory getRTreeLeafFrameFactory() {
+        return rtreeLeafFrameFactory;
+    }
+
+    public ITreeIndexFrameFactory getBTreeLeafFrameFactory() {
+        return btreeLeafFrameFactory;
+    }
+
+    public MultiComparator getBTreeCmp() {
+        return btreeCmp;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public List<ILSMComponent> getOperationalComponents() {
+        return operationalComponents;
+    }
+
+    public ITreeIndexAccessor[] getRTreeAccessors() {
+        return rTreeAccessors;
+    }
+
+    public ITreeIndexAccessor[] getBTreeAccessors() {
+        return bTreeAccessors;
+    }
+
+    public boolean getIncludeMemComponent() {
+        return includeMemRTree;
+    }
+
+    public ILSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return null;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java
new file mode 100644
index 0000000..851235e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java
@@ -0,0 +1,193 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Date;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeFileManager extends AbstractLSMIndexFileManager {
+    private static final String RTREE_STRING = "r";
+    private static final String BTREE_STRING = "b";
+
+    private final TreeIndexFactory<? extends ITreeIndex> rtreeFactory;
+    private final TreeIndexFactory<? extends ITreeIndex> btreeFactory;
+
+    private static FilenameFilter btreeFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(BTREE_STRING);
+        }
+    };
+
+    private static FilenameFilter rtreeFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(RTREE_STRING);
+        }
+    };
+
+    public LSMRTreeFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> rtreeFactory, TreeIndexFactory<? extends ITreeIndex> btreeFactory,
+            int startIODeviceIndex) {
+        super(ioManager, fileMapProvider, file, null, startIODeviceIndex);
+        this.rtreeFactory = rtreeFactory;
+        this.btreeFactory = btreeFactory;
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelFlushFileReference() {
+        Date date = new Date();
+        String ts = formatter.format(date);
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        // Begin timestamp and end timestamp are identical since it is a flush
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + RTREE_STRING),
+                createFlushFile(baseName + SPLIT_STRING + BTREE_STRING), createFlushFile(baseName + SPLIT_STRING
+                        + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException {
+        String[] firstTimestampRange = firstFileName.split(SPLIT_STRING);
+        String[] lastTimestampRange = lastFileName.split(SPLIT_STRING);
+
+        String baseName = baseDir + firstTimestampRange[0] + SPLIT_STRING + lastTimestampRange[1];
+        // Get the range of timestamps by taking the earliest and the latest timestamps
+        return new LSMComponentFileReferences(createMergeFile(baseName + SPLIT_STRING + RTREE_STRING),
+                createMergeFile(baseName + SPLIT_STRING + BTREE_STRING), createMergeFile(baseName + SPLIT_STRING
+                        + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException {
+        List<LSMComponentFileReferences> validFiles = new ArrayList<LSMComponentFileReferences>();
+        ArrayList<ComparableFileName> allRTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBloomFilterFiles = new ArrayList<ComparableFileName>();
+
+        // Gather files from all IODeviceHandles.
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            cleanupAndGetValidFilesInternal(dev, btreeFilter, btreeFactory, allBTreeFiles);
+            HashSet<String> btreeFilesSet = new HashSet<String>();
+            for (ComparableFileName cmpFileName : allBTreeFiles) {
+                int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+                btreeFilesSet.add(cmpFileName.fileName.substring(0, index));
+            }
+            validateFiles(dev, btreeFilesSet, allRTreeFiles, rtreeFilter, rtreeFactory);
+            validateFiles(dev, btreeFilesSet, allBloomFilterFiles, bloomFilterFilter, null);
+        }
+        // Sanity check.
+        if (allRTreeFiles.size() != allBTreeFiles.size() || allBTreeFiles.size() != allBloomFilterFiles.size()) {
+            throw new HyracksDataException(
+                    "Unequal number of valid RTree, BTree, and Bloom Filter files found. Aborting cleanup.");
+        }
+
+        // Trivial cases.
+        if (allRTreeFiles.isEmpty() || allBTreeFiles.isEmpty() || allBloomFilterFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allRTreeFiles.size() == 1 && allBTreeFiles.size() == 1 && allBloomFilterFiles.size() == 1) {
+            validFiles.add(new LSMComponentFileReferences(allRTreeFiles.get(0).fileRef, allBTreeFiles.get(0).fileRef,
+                    allBloomFilterFiles.get(0).fileRef));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allRTreeFiles);
+        Collections.sort(allBTreeFiles);
+        Collections.sort(allBloomFilterFiles);
+
+        List<ComparableFileName> validComparableRTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastRTree = allRTreeFiles.get(0);
+        validComparableRTreeFiles.add(lastRTree);
+
+        List<ComparableFileName> validComparableBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBTree = allBTreeFiles.get(0);
+        validComparableBTreeFiles.add(lastBTree);
+
+        List<ComparableFileName> validComparableBloomFilterFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBloomFilter = allBloomFilterFiles.get(0);
+        validComparableBloomFilterFiles.add(lastBloomFilter);
+
+        for (int i = 1; i < allRTreeFiles.size(); i++) {
+            ComparableFileName currentRTree = allRTreeFiles.get(i);
+            ComparableFileName currentBTree = allBTreeFiles.get(i);
+            ComparableFileName currentBloomFilter = allBloomFilterFiles.get(i);
+            // Current start timestamp is greater than last stop timestamp.
+            if (currentRTree.interval[0].compareTo(lastRTree.interval[1]) > 0
+                    && currentBTree.interval[0].compareTo(lastBTree.interval[1]) > 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[1]) > 0) {
+                validComparableRTreeFiles.add(currentRTree);
+                validComparableBTreeFiles.add(currentBTree);
+                validComparableBloomFilterFiles.add(currentBloomFilter);
+                lastRTree = currentRTree;
+                lastBTree = currentBTree;
+                lastBloomFilter = currentBloomFilter;
+            } else if (currentRTree.interval[0].compareTo(lastRTree.interval[0]) >= 0
+                    && currentRTree.interval[1].compareTo(lastRTree.interval[1]) <= 0
+                    && currentBTree.interval[0].compareTo(lastBTree.interval[0]) >= 0
+                    && currentBTree.interval[1].compareTo(lastBTree.interval[1]) <= 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[0]) >= 0
+                    && currentBloomFilter.interval[1].compareTo(lastBloomFilter.interval[1]) <= 0) {
+                // Invalid files are completely contained in last interval.
+                File invalidRTreeFile = new File(currentRTree.fullPath);
+                invalidRTreeFile.delete();
+                File invalidBTreeFile = new File(currentBTree.fullPath);
+                invalidBTreeFile.delete();
+                File invalidBloomFilterFile = new File(currentBloomFilter.fullPath);
+                invalidBloomFilterFile.delete();
+            } else {
+                // This scenario should not be possible.
+                throw new HyracksDataException("Found LSM files with overlapping but not contained timetamp intervals.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer
+        // files come first.
+        Collections.sort(validComparableRTreeFiles, recencyCmp);
+        Collections.sort(validComparableBTreeFiles, recencyCmp);
+        Collections.sort(validComparableBloomFilterFiles, recencyCmp);
+
+        Iterator<ComparableFileName> rtreeFileIter = validComparableRTreeFiles.iterator();
+        Iterator<ComparableFileName> btreeFileIter = validComparableBTreeFiles.iterator();
+        Iterator<ComparableFileName> bloomFilterFileIter = validComparableBloomFilterFiles.iterator();
+        while (rtreeFileIter.hasNext() && btreeFileIter.hasNext()) {
+            ComparableFileName cmpRTreeFileName = rtreeFileIter.next();
+            ComparableFileName cmpBTreeFileName = btreeFileIter.next();
+            ComparableFileName cmpBloomFilterFileName = bloomFilterFileIter.next();
+            validFiles.add(new LSMComponentFileReferences(cmpRTreeFileName.fileRef, cmpBTreeFileName.fileRef,
+                    cmpBloomFilterFileName.fileRef));
+        }
+
+        return validFiles;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFlushOperation.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFlushOperation.java
new file mode 100644
index 0000000..7b7f2bc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFlushOperation.java
@@ -0,0 +1,77 @@
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMRTreeFlushOperation implements ILSMIOOperation {
+
+    private final ILSMIndexAccessorInternal accessor;
+    private final ILSMComponent flushingComponent;
+    private final FileReference rtreeFlushTarget;
+    private final FileReference btreeFlushTarget;
+    private final FileReference bloomFilterFlushTarget;
+    private final ILSMIOOperationCallback callback;
+
+    public LSMRTreeFlushOperation(ILSMIndexAccessorInternal accessor, ILSMComponent flushingComponent,
+            FileReference rtreeFlushTarget, FileReference btreeFlushTarget, FileReference bloomFilterFlushTarget,
+            ILSMIOOperationCallback callback) {
+        this.accessor = accessor;
+        this.flushingComponent = flushingComponent;
+        this.rtreeFlushTarget = rtreeFlushTarget;
+        this.btreeFlushTarget = btreeFlushTarget;
+        this.bloomFilterFlushTarget = bloomFilterFlushTarget;
+        this.callback = callback;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        return Collections.emptySet();
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(rtreeFlushTarget.getDeviceHandle());
+        if (btreeFlushTarget != null) {
+            devs.add(btreeFlushTarget.getDeviceHandle());
+            devs.add(bloomFilterFlushTarget.getDeviceHandle());
+        }
+        return devs;
+    }
+
+    @Override
+    public void perform() throws HyracksDataException, IndexException {
+        accessor.flush(this);
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getRTreeFlushTarget() {
+        return rtreeFlushTarget;
+    }
+
+    public FileReference getBTreeFlushTarget() {
+        return btreeFlushTarget;
+    }
+
+    public FileReference getBloomFilterFlushTarget() {
+        return bloomFilterFlushTarget;
+    }
+
+    public ILSMComponent getFlushingComponent() {
+        return flushingComponent;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeImmutableComponent.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeImmutableComponent.java
new file mode 100644
index 0000000..8d20c14
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeImmutableComponent.java
@@ -0,0 +1,43 @@
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractImmutableLSMComponent;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+
+public class LSMRTreeImmutableComponent extends AbstractImmutableLSMComponent {
+    private final RTree rtree;
+    private final BTree btree;
+    private final BloomFilter bloomFilter;
+
+    public LSMRTreeImmutableComponent(RTree rtree, BTree btree, BloomFilter bloomFilter) {
+        this.rtree = rtree;
+        this.btree = btree;
+        this.bloomFilter = bloomFilter;
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        rtree.deactivate();
+        rtree.destroy();
+        if (btree != null) {
+            btree.deactivate();
+            btree.destroy();
+            bloomFilter.deactivate();
+            bloomFilter.destroy();
+        }
+    }
+
+    public RTree getRTree() {
+        return rtree;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    public BloomFilter getBloomFilter() {
+        return bloomFilter;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMergeOperation.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMergeOperation.java
new file mode 100644
index 0000000..0e05a93
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMergeOperation.java
@@ -0,0 +1,92 @@
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMRTreeMergeOperation implements ILSMIOOperation {
+    private final ILSMIndexAccessorInternal accessor;
+    private final List<ILSMComponent> mergingComponents;
+    private final ITreeIndexCursor cursor;
+    private final FileReference rtreeMergeTarget;
+    private final FileReference btreeMergeTarget;
+    private final FileReference bloomFilterMergeTarget;
+    private final ILSMIOOperationCallback callback;
+
+    public LSMRTreeMergeOperation(ILSMIndexAccessorInternal accessor, List<ILSMComponent> mergingComponents,
+            ITreeIndexCursor cursor, FileReference rtreeMergeTarget, FileReference btreeMergeTarget,
+            FileReference bloomFilterMergeTarget, ILSMIOOperationCallback callback) {
+        this.accessor = accessor;
+        this.mergingComponents = mergingComponents;
+        this.cursor = cursor;
+        this.rtreeMergeTarget = rtreeMergeTarget;
+        this.btreeMergeTarget = btreeMergeTarget;
+        this.bloomFilterMergeTarget = bloomFilterMergeTarget;
+        this.callback = callback;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        for (ILSMComponent o : mergingComponents) {
+            LSMRTreeImmutableComponent component = (LSMRTreeImmutableComponent) o;
+            devs.add(component.getRTree().getFileReference().getDeviceHandle());
+            if (component.getBTree() != null) {
+                devs.add(component.getBTree().getFileReference().getDeviceHandle());
+                devs.add(component.getBloomFilter().getFileReference().getDeviceHandle());
+            }
+        }
+        return devs;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(rtreeMergeTarget.getDeviceHandle());
+        if (btreeMergeTarget != null) {
+            devs.add(btreeMergeTarget.getDeviceHandle());
+            devs.add(bloomFilterMergeTarget.getDeviceHandle());
+        }
+        return devs;
+    }
+
+    @Override
+    public void perform() throws HyracksDataException, IndexException {
+        accessor.merge(this);
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getRTreeMergeTarget() {
+        return rtreeMergeTarget;
+    }
+
+    public FileReference getBTreeMergeTarget() {
+        return btreeMergeTarget;
+    }
+
+    public FileReference getBloomFilterMergeTarget() {
+        return bloomFilterMergeTarget;
+    }
+
+    public ITreeIndexCursor getCursor() {
+        return cursor;
+    }
+
+    public List<ILSMComponent> getMergingComponents() {
+        return mergingComponents;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMutableComponent.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMutableComponent.java
new file mode 100644
index 0000000..80f76a1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMutableComponent.java
@@ -0,0 +1,56 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractMutableLSMComponent;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+
+public class LSMRTreeMutableComponent extends AbstractMutableLSMComponent {
+
+    private final RTree rtree;
+    private final BTree btree;
+    private final IInMemoryFreePageManager mfpm;
+
+    public LSMRTreeMutableComponent(RTree rtree, BTree btree, IInMemoryFreePageManager mfpm) {
+        this.rtree = rtree;
+        this.btree = btree;
+        this.mfpm = mfpm;
+    }
+
+    public RTree getRTree() {
+        return rtree;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    @Override
+    protected boolean isFull() {
+        return mfpm.isFull();
+    }
+
+    @Override
+    protected void reset() throws HyracksDataException {
+        rtree.clear();
+        if (btree != null) {
+            btree.clear();
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeOpContext.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeOpContext.java
new file mode 100644
index 0000000..b8805d1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeOpContext.java
@@ -0,0 +1,104 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTreeOpContext;
+
+public final class LSMRTreeOpContext implements ILSMIndexOperationContext {
+
+    public RTreeOpContext rtreeOpContext;
+    public BTreeOpContext btreeOpContext;
+    public final RTree.RTreeAccessor memRTreeAccessor;
+    public final BTree.BTreeAccessor memBTreeAccessor;
+    private IndexOperation op;
+    public final List<ILSMComponent> componentHolder;
+    public final IModificationOperationCallback modificationCallback;
+    public final ISearchOperationCallback searchCallback;
+
+    public LSMRTreeOpContext(RTree.RTreeAccessor memRtreeAccessor, IRTreeLeafFrame rtreeLeafFrame,
+            IRTreeInteriorFrame rtreeInteriorFrame, ITreeIndexMetaDataFrame rtreeMetaFrame, int rTreeHeightHint,
+            BTree.BTreeAccessor memBtreeAccessor, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexMetaDataFrame btreeMetaFrame,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IModificationOperationCallback modificationCallback, ISearchOperationCallback searchCallback) {
+        this.memRTreeAccessor = memRtreeAccessor;
+        this.memBTreeAccessor = memBtreeAccessor;
+        this.componentHolder = new LinkedList<ILSMComponent>();
+        this.modificationCallback = modificationCallback;
+        this.searchCallback = searchCallback;
+        this.rtreeOpContext = new RTreeOpContext(rtreeLeafFrame, rtreeInteriorFrame, rtreeMetaFrame, rtreeCmpFactories,
+                rTreeHeightHint, NoOpOperationCallback.INSTANCE);
+        this.btreeOpContext = new BTreeOpContext(memBtreeAccessor, btreeLeafFrameFactory, btreeInteriorFrameFactory,
+                btreeMetaFrame, btreeCmpFactories, NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+    }
+
+    public void setOperation(IndexOperation newOp) {
+        reset();
+        if (newOp == IndexOperation.INSERT) {
+            rtreeOpContext.setOperation(newOp);
+        } else if (newOp == IndexOperation.DELETE) {
+            btreeOpContext.setOperation(IndexOperation.INSERT);
+        }
+        this.op = newOp;
+    }
+
+    @Override
+    public void reset() {
+        componentHolder.clear();
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    public MultiComparator getBTreeMultiComparator() {
+        return btreeOpContext.cmp;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentHolder() {
+        return componentHolder;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public IModificationOperationCallback getModificationCallback() {
+        return modificationCallback;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSearchCursor.java
new file mode 100644
index 0000000..966ed8d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSearchCursor.java
@@ -0,0 +1,124 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public class LSMRTreeSearchCursor extends LSMRTreeAbstractCursor {
+
+    private int currentCursor;
+
+    public LSMRTreeSearchCursor(ILSMIndexOperationContext opCtx) {
+        super(opCtx);
+        currentCursor = 0;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        super.close();
+        currentCursor = 0;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        if (!open) {
+            return;
+        }
+
+        currentCursor = 0;
+        foundNext = false;
+        try {
+            for (int i = 0; i < numberOfTrees; i++) {
+                rtreeCursors[i].close();
+                btreeCursors[i].close();
+            }
+            rtreeCursors = null;
+            btreeCursors = null;
+        } finally {
+            lsmHarness.endSearch(opCtx);
+        }
+    }
+
+    private void searchNextCursor() throws HyracksDataException {
+        if (currentCursor < numberOfTrees) {
+            rtreeCursors[currentCursor].reset();
+            try {
+                rTreeAccessors[currentCursor].search(rtreeCursors[currentCursor], rtreeSearchPredicate);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (foundNext) {
+            return true;
+        }
+        while (currentCursor < numberOfTrees) {
+            while (rtreeCursors[currentCursor].hasNext()) {
+                rtreeCursors[currentCursor].next();
+                ITupleReference currentTuple = rtreeCursors[currentCursor].getTuple();
+
+                boolean killerTupleFound = false;
+                for (int i = 0; i <= currentCursor; i++) {
+                    try {
+                        btreeCursors[i].reset();
+                        btreeRangePredicate.setHighKey(currentTuple, true);
+                        btreeRangePredicate.setLowKey(currentTuple, true);
+                        bTreeAccessors[i].search(btreeCursors[i], btreeRangePredicate);
+                    } catch (IndexException e) {
+                        throw new HyracksDataException(e);
+                    }
+                    try {
+                        if (btreeCursors[i].hasNext()) {
+                            killerTupleFound = true;
+                            break;
+                        }
+                    } finally {
+                        btreeCursors[i].close();
+                    }
+                }
+                if (!killerTupleFound) {
+                    frameTuple = currentTuple;
+                    foundNext = true;
+                    return true;
+                }
+            }
+            rtreeCursors[currentCursor].close();
+            currentCursor++;
+            searchNextCursor();
+        }
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        foundNext = false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        super.open(initialState, searchPred);
+        searchNextCursor();
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSortedCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSortedCursor.java
new file mode 100644
index 0000000..02a1876
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSortedCursor.java
@@ -0,0 +1,152 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public class LSMRTreeSortedCursor extends LSMRTreeAbstractCursor {
+
+    private ILinearizeComparator linearizeCmp;
+    private boolean[] depletedRtreeCursors;
+    private int foundIn = -1;
+
+    public LSMRTreeSortedCursor(ILSMIndexOperationContext opCtx, ILinearizeComparatorFactory linearizer)
+            throws HyracksDataException {
+        super(opCtx);
+        this.linearizeCmp = linearizer.createBinaryComparator();
+        reset();
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        depletedRtreeCursors = new boolean[numberOfTrees];
+        foundNext = false;
+        try {
+            for (int i = 0; i < numberOfTrees; i++) {
+                rtreeCursors[i].reset();
+                try {
+                    rTreeAccessors[i].search(rtreeCursors[i], rtreeSearchPredicate);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+                if (rtreeCursors[i].hasNext()) {
+                    rtreeCursors[i].next();
+                } else {
+                    depletedRtreeCursors[i] = true;
+                }
+            }
+        } finally {
+            if (open) {
+                lsmHarness.endSearch(opCtx);
+            }
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        while (!foundNext) {
+            frameTuple = null;
+
+            if (foundIn != -1) {
+                if (rtreeCursors[foundIn].hasNext()) {
+                    rtreeCursors[foundIn].next();
+                } else {
+                    depletedRtreeCursors[foundIn] = true;
+                }
+            }
+
+            foundIn = -1;
+            for (int i = 0; i < numberOfTrees; i++) {
+                if (depletedRtreeCursors[i])
+                    continue;
+
+                if (frameTuple == null) {
+                    frameTuple = rtreeCursors[i].getTuple();
+                    foundIn = i;
+                    continue;
+                }
+
+                if (linearizeCmp.compare(frameTuple.getFieldData(0), frameTuple.getFieldStart(0),
+                        frameTuple.getFieldLength(0) * linearizeCmp.getDimensions(), rtreeCursors[i].getTuple()
+                                .getFieldData(0), rtreeCursors[i].getTuple().getFieldStart(0), rtreeCursors[i]
+                                .getTuple().getFieldLength(0) * linearizeCmp.getDimensions()) <= 0) {
+                    frameTuple = rtreeCursors[i].getTuple();
+                    foundIn = i;
+                }
+            }
+
+            if (foundIn == -1)
+                return false;
+
+            boolean killed = false;
+            for (int i = 0; i < foundIn; i++) {
+                try {
+                    btreeCursors[i].reset();
+                    btreeRangePredicate.setHighKey(frameTuple, true);
+                    btreeRangePredicate.setLowKey(frameTuple, true);
+                    bTreeAccessors[i].search(btreeCursors[i], btreeRangePredicate);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+                try {
+                    if (btreeCursors[i].hasNext()) {
+                        killed = true;
+                        break;
+                    }
+                } finally {
+                    btreeCursors[i].close();
+                }
+            }
+            if (!killed) {
+                foundNext = true;
+            }
+        }
+
+        return true;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        foundNext = false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        super.open(initialState, searchPred);
+
+        depletedRtreeCursors = new boolean[numberOfTrees];
+        foundNext = false;
+        for (int i = 0; i < numberOfTrees; i++) {
+            rtreeCursors[i].reset();
+            try {
+                rTreeAccessors[i].search(rtreeCursors[i], rtreeSearchPredicate);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            if (rtreeCursors[i].hasNext()) {
+                rtreeCursors[i].next();
+            } else {
+                depletedRtreeCursors[i] = true;
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java
new file mode 100644
index 0000000..478d076
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java
@@ -0,0 +1,434 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.List;
+import java.util.ListIterator;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeWithAntiMatterTuples extends AbstractLSMRTree {
+
+    private TreeTupleSorter bTreeTupleSorter;
+
+    // On-disk components.
+    // For creating RTree's used in bulk load. Different from diskRTreeFactory
+    // because it should have a different tuple writer in it's leaf frames.
+    private final ILSMComponentFactory bulkLoaComponentFactory;
+
+    public LSMRTreeWithAntiMatterTuples(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, ITreeIndexFrameFactory rtreeInteriorFrameFactory,
+            ITreeIndexFrameFactory rtreeLeafFrameFactory, ITreeIndexFrameFactory btreeInteriorFrameFactory,
+            ITreeIndexFrameFactory btreeLeafFrameFactory, ILSMIndexFileManager fileManager,
+            TreeIndexFactory<RTree> diskRTreeFactory, TreeIndexFactory<RTree> bulkLoadRTreeFactory,
+            IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, ILinearizeComparatorFactory linearizer,
+            int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackProvider ioOpCallbackProvider) {
+        super(memBufferCache, memFreePageManager, rtreeInteriorFrameFactory, rtreeLeafFrameFactory,
+                btreeInteriorFrameFactory, btreeLeafFrameFactory, fileManager, diskRTreeFactory,
+                new LSMRTreeWithAntiMatterTuplesComponentFactory(diskRTreeFactory), diskFileMapProvider, fieldCount,
+                rtreeCmpFactories, btreeCmpFactories, linearizer, comparatorFields, linearizerArray, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        bulkLoaComponentFactory = new LSMRTreeWithAntiMatterTuplesComponentFactory(bulkLoadRTreeFactory);
+        this.bTreeTupleSorter = null;
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        super.activate();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        immutableComponents.clear();
+        List<LSMComponentFileReferences> validFileReferences;
+        try {
+            validFileReferences = fileManager.cleanupAndGetValidFiles();
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+            LSMRTreeImmutableComponent component;
+            try {
+                component = createDiskComponent(componentFactory,
+                        lsmComonentFileReference.getInsertIndexFileReference(), null, null, false);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            immutableComponents.add(component);
+        }
+        isActivated = true;
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        super.deactivate(flushOnExit);
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            RTree rtree = (RTree) ((LSMRTreeImmutableComponent) c).getRTree();
+            rtree.deactivate();
+        }
+        isActivated = false;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        deactivate(true);
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        super.destroy();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            RTree rtree = (RTree) ((LSMRTreeImmutableComponent) c).getRTree();
+            rtree.destroy();
+        }
+        fileManager.deleteDirs();
+    }
+
+    @Override
+    public synchronized void clear() throws HyracksDataException {
+        super.clear();
+        List<ILSMComponent> immutableComponents = componentsRef.get();
+        for (ILSMComponent c : immutableComponents) {
+            RTree rtree = (RTree) ((LSMRTreeImmutableComponent) c).getRTree();
+            rtree.deactivate();
+            rtree.destroy();
+        }
+        immutableComponents.clear();
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        LSMRTreeOpContext ctx = (LSMRTreeOpContext) ictx;
+        List<ILSMComponent> operationalComponents = ictx.getComponentHolder();
+        boolean includeMutableComponent = operationalComponents.get(0) == mutableComponent;
+        LSMRTreeWithAntiMatterTuplesSearchCursor lsmTreeCursor = (LSMRTreeWithAntiMatterTuplesSearchCursor) cursor;
+        int numDiskRComponents = operationalComponents.size();
+
+        LSMRTreeCursorInitialState initialState;
+        ITreeIndexAccessor[] bTreeAccessors = null;
+        if (includeMutableComponent) {
+            // Only in-memory BTree
+            bTreeAccessors = new ITreeIndexAccessor[1];
+            bTreeAccessors[0] = ctx.memBTreeAccessor;
+        }
+
+        initialState = new LSMRTreeCursorInitialState(numDiskRComponents, rtreeLeafFrameFactory,
+                rtreeInteriorFrameFactory, btreeLeafFrameFactory, ctx.getBTreeMultiComparator(), null, bTreeAccessors,
+                includeMutableComponent, lsmHarness, comparatorFields, linearizerArray, ctx.searchCallback,
+                operationalComponents);
+
+        lsmTreeCursor.open(initialState, pred);
+
+        ListIterator<ILSMComponent> diskComponentsIter = operationalComponents.listIterator();
+        int diskComponentIx = 0;
+        if (includeMutableComponent) {
+            // Open cursor of in-memory RTree
+            ctx.memRTreeAccessor.search(lsmTreeCursor.getMemRTreeCursor(), pred);
+            diskComponentIx++;
+            diskComponentsIter.next();
+        }
+
+        // Open cursors of on-disk RTrees.
+        ITreeIndexAccessor[] diskRTreeAccessors = new ITreeIndexAccessor[numDiskRComponents];
+        while (diskComponentsIter.hasNext()) {
+            RTree diskRTree = (RTree) ((LSMRTreeImmutableComponent) diskComponentsIter.next()).getRTree();
+            diskRTreeAccessors[diskComponentIx] = diskRTree.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            diskRTreeAccessors[diskComponentIx].search(lsmTreeCursor.getCursor(diskComponentIx), pred);
+            diskComponentIx++;
+        }
+        lsmTreeCursor.initPriorityQueue();
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        LSMRTreeOpContext opCtx = createOpContext(NoOpOperationCallback.INSTANCE);
+        LSMComponentFileReferences relFlushFileRefs = fileManager.getRelFlushFileReference();
+        ILSMComponent flushingComponent = ctx.getComponentHolder().get(0);
+        opCtx.setOperation(IndexOperation.FLUSH);
+        opCtx.getComponentHolder().add(flushingComponent);
+        ILSMIndexAccessorInternal accessor = new LSMRTreeWithAntiMatterTuplesAccessor(lsmHarness, opCtx);
+        ioScheduler.scheduleOperation(new LSMRTreeFlushOperation(accessor, flushingComponent, relFlushFileRefs
+                .getInsertIndexFileReference(), null, null, callback));
+    }
+
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMRTreeFlushOperation flushOp = (LSMRTreeFlushOperation) operation;
+        // Renaming order is critical because we use assume ordering when we
+        // read the file names when we open the tree.
+        // The RTree should be renamed before the BTree.
+        LSMRTreeMutableComponent flushingComponent = (LSMRTreeMutableComponent) flushOp.getFlushingComponent();
+        ITreeIndexAccessor memRTreeAccessor = flushingComponent.getRTree().createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        RTreeSearchCursor rtreeScanCursor = (RTreeSearchCursor) memRTreeAccessor.createSearchCursor();
+        SearchPredicate rtreeNullPredicate = new SearchPredicate(null, null);
+        memRTreeAccessor.search(rtreeScanCursor, rtreeNullPredicate);
+        LSMRTreeImmutableComponent component = createDiskComponent(componentFactory, flushOp.getRTreeFlushTarget(),
+                null, null, true);
+        RTree diskRTree = component.getRTree();
+
+        // scan the memory BTree
+        ITreeIndexAccessor memBTreeAccessor = flushingComponent.getBTree().createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        BTreeRangeSearchCursor btreeScanCursor = (BTreeRangeSearchCursor) memBTreeAccessor.createSearchCursor();
+        RangePredicate btreeNullPredicate = new RangePredicate(null, null, true, true, null, null);
+        memBTreeAccessor.search(btreeScanCursor, btreeNullPredicate);
+
+        // Since the LSM-RTree is used as a secondary assumption, the
+        // primary key will be the last comparator in the BTree comparators
+        if (rTreeTupleSorter == null) {
+            rTreeTupleSorter = new TreeTupleSorter(flushingComponent.getRTree().getFileId(), linearizerArray,
+                    rtreeLeafFrameFactory.createFrame(), rtreeLeafFrameFactory.createFrame(), flushingComponent
+                            .getRTree().getBufferCache(), comparatorFields);
+
+            bTreeTupleSorter = new TreeTupleSorter(flushingComponent.getBTree().getFileId(), linearizerArray,
+                    btreeLeafFrameFactory.createFrame(), btreeLeafFrameFactory.createFrame(), flushingComponent
+                            .getBTree().getBufferCache(), comparatorFields);
+        } else {
+            rTreeTupleSorter.reset();
+            bTreeTupleSorter.reset();
+        }
+        // BulkLoad the tuples from the in-memory tree into the new disk
+        // RTree.
+
+        boolean isEmpty = true;
+        try {
+            while (rtreeScanCursor.hasNext()) {
+                isEmpty = false;
+                rtreeScanCursor.next();
+                rTreeTupleSorter.insertTupleEntry(rtreeScanCursor.getPageId(), rtreeScanCursor.getTupleOffset());
+            }
+        } finally {
+            rtreeScanCursor.close();
+        }
+        if (!isEmpty) {
+            rTreeTupleSorter.sort();
+        }
+
+        isEmpty = true;
+        try {
+            while (btreeScanCursor.hasNext()) {
+                isEmpty = false;
+                btreeScanCursor.next();
+                bTreeTupleSorter.insertTupleEntry(btreeScanCursor.getPageId(), btreeScanCursor.getTupleOffset());
+            }
+        } finally {
+            btreeScanCursor.close();
+        }
+        if (!isEmpty) {
+            bTreeTupleSorter.sort();
+        }
+
+        IIndexBulkLoader rTreeBulkloader = diskRTree.createBulkLoader(1.0f, false, 0L);
+        LSMRTreeWithAntiMatterTuplesFlushCursor cursor = new LSMRTreeWithAntiMatterTuplesFlushCursor(rTreeTupleSorter,
+                bTreeTupleSorter, comparatorFields, linearizerArray);
+        cursor.open(null, null);
+
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+
+                rTreeBulkloader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+        }
+
+        rTreeBulkloader.end();
+        return component;
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        LSMRTreeOpContext rctx = createOpContext(NoOpOperationCallback.INSTANCE);
+        rctx.getComponentHolder().addAll(mergingComponents);
+        ITreeIndexCursor cursor = new LSMRTreeWithAntiMatterTuplesSearchCursor(ctx);
+        ISearchPredicate rtreeSearchPred = new SearchPredicate(null, null);
+        search(rctx, cursor, (SearchPredicate) rtreeSearchPred);
+        rctx.setOperation(IndexOperation.MERGE);
+        LSMComponentFileReferences relMergeFileRefs = getMergeTargetFileName(mergingComponents);
+        ILSMIndexAccessorInternal accessor = new LSMRTreeWithAntiMatterTuplesAccessor(lsmHarness, rctx);
+        ioScheduler.scheduleOperation(new LSMRTreeMergeOperation(accessor, mergingComponents, cursor, relMergeFileRefs
+                .getInsertIndexFileReference(), null, null, callback));
+    }
+
+    @Override
+    public ILSMComponent merge(List<ILSMComponent> mergedComponents, ILSMIOOperation operation)
+            throws HyracksDataException, IndexException {
+        LSMRTreeMergeOperation mergeOp = (LSMRTreeMergeOperation) operation;
+        ITreeIndexCursor cursor = mergeOp.getCursor();
+        mergedComponents.addAll(mergeOp.getMergingComponents());
+
+        // Nothing to merge.
+        if (mergedComponents.size() <= 1) {
+            cursor.close();
+            return null;
+        }
+
+        // Bulk load the tuples from all on-disk RTrees into the new RTree.
+        LSMRTreeImmutableComponent component = createDiskComponent(componentFactory, mergeOp.getRTreeMergeTarget(),
+                null, null, true);
+        RTree mergedRTree = component.getRTree();
+        IIndexBulkLoader bulkloader = mergedRTree.createBulkLoader(1.0f, false, 0L);
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+                bulkloader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+        }
+        bulkloader.end();
+        return component;
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMRTreeWithAntiMatterTuplesAccessor(lsmHarness, createOpContext(modificationCallback));
+    }
+
+    public class LSMRTreeWithAntiMatterTuplesAccessor extends LSMTreeIndexAccessor {
+        public LSMRTreeWithAntiMatterTuplesAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+            super(lsmHarness, ctx);
+        }
+
+        @Override
+        public ITreeIndexCursor createSearchCursor() {
+            return new LSMRTreeWithAntiMatterTuplesSearchCursor(ctx);
+        }
+
+        public MultiComparator getMultiComparator() {
+            LSMRTreeOpContext concreteCtx = (LSMRTreeOpContext) ctx;
+            return concreteCtx.rtreeOpContext.cmp;
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint)
+            throws TreeIndexException {
+        return new LSMRTreeWithAntiMatterTuplesBulkLoader(fillLevel, verifyInput, numElementsHint);
+    }
+
+    private ILSMComponent createBulkLoadTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences relFlushFileRefs = fileManager.getRelFlushFileReference();
+        return createDiskComponent(bulkLoaComponentFactory, relFlushFileRefs.getInsertIndexFileReference(), null, null,
+                true);
+    }
+
+    public class LSMRTreeWithAntiMatterTuplesBulkLoader implements IIndexBulkLoader {
+        private final ILSMComponent component;
+        private final IIndexBulkLoader bulkLoader;
+
+        public LSMRTreeWithAntiMatterTuplesBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+                throws TreeIndexException {
+            // Note that by using a flush target file name, we state that the
+            // new bulk loaded tree is "newer" than any other merged tree.
+            try {
+                component = createBulkLoadTarget();
+            } catch (HyracksDataException e) {
+                throw new TreeIndexException(e);
+            } catch (IndexException e) {
+                throw new TreeIndexException(e);
+            }
+            bulkLoader = ((LSMRTreeImmutableComponent) component).getRTree().createBulkLoader(fillFactor, verifyInput,
+                    numElementsHint);
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws HyracksDataException, IndexException {
+            try {
+                bulkLoader.add(tuple);
+            } catch (IndexException e) {
+                handleException();
+                throw e;
+            } catch (HyracksDataException e) {
+                handleException();
+                throw e;
+            } catch (RuntimeException e) {
+                handleException();
+                throw e;
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            bulkLoader.end();
+            lsmHarness.addBulkLoadedComponent(component);
+        }
+
+        protected void handleException() throws HyracksDataException {
+            ((LSMRTreeImmutableComponent) component).getRTree().deactivate();
+            ((LSMRTreeImmutableComponent) component).getRTree().destroy();
+        }
+
+    }
+
+    @Override
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException {
+        RTree rtree = ((LSMRTreeImmutableComponent) lsmComponent).getRTree();
+        forceFlushDirtyPages(rtree);
+        markAsValidInternal(rtree);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesComponentFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesComponentFactory.java
new file mode 100644
index 0000000..0149800
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesComponentFactory.java
@@ -0,0 +1,43 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LSMRTreeWithAntiMatterTuplesComponentFactory implements ILSMComponentFactory {
+    private final TreeIndexFactory<RTree> rtreeFactory;
+
+    public LSMRTreeWithAntiMatterTuplesComponentFactory(TreeIndexFactory<RTree> rtreeFactory) {
+        this.rtreeFactory = rtreeFactory;
+    }
+
+    @Override
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException {
+        return new LSMRTreeImmutableComponent(rtreeFactory.createIndexInstance(cfr.getInsertIndexFileReference()),
+                null, null);
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return rtreeFactory.getBufferCache();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFileManager.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFileManager.java
new file mode 100644
index 0000000..6ddf766
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFileManager.java
@@ -0,0 +1,31 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeWithAntiMatterTuplesFileManager extends AbstractLSMIndexFileManager {
+
+    public LSMRTreeWithAntiMatterTuplesFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider,
+            FileReference file, TreeIndexFactory<? extends ITreeIndex> rtreeFactory, int startIODeviceIndex) {
+        super(ioManager, fileMapProvider, file, rtreeFactory, startIODeviceIndex);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFlushCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFlushCursor.java
new file mode 100644
index 0000000..22e6929
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFlushCursor.java
@@ -0,0 +1,164 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMRTreeWithAntiMatterTuplesFlushCursor implements ITreeIndexCursor {
+    private final TreeTupleSorter rTreeTupleSorter;
+    private final TreeTupleSorter bTreeTupleSorter;
+    private final int[] comparatorFields;
+    private final MultiComparator cmp;
+    private ITupleReference frameTuple;
+    private ITupleReference leftOverTuple;
+    private ITupleReference rtreeTuple;
+    private ITupleReference btreeTuple;
+    private boolean foundNext = false;
+
+    public LSMRTreeWithAntiMatterTuplesFlushCursor(TreeTupleSorter rTreeTupleSorter, TreeTupleSorter bTreeTupleSorter,
+            int[] comparatorFields, IBinaryComparatorFactory[] comparatorFactories) {
+        this.rTreeTupleSorter = rTreeTupleSorter;
+        this.bTreeTupleSorter = bTreeTupleSorter;
+        this.comparatorFields = comparatorFields;
+        cmp = MultiComparator.create(comparatorFactories);
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        if (foundNext) {
+            return true;
+        }
+        while (true) {
+            if (leftOverTuple != null && leftOverTuple == rtreeTuple) {
+                if (bTreeTupleSorter.hasNext()) {
+                    bTreeTupleSorter.next();
+                    btreeTuple = bTreeTupleSorter.getTuple();
+                } else {
+                    frameTuple = rtreeTuple;
+                    foundNext = true;
+                    leftOverTuple = null;
+                    return true;
+                }
+            } else if (leftOverTuple != null && leftOverTuple == btreeTuple) {
+                if (rTreeTupleSorter.hasNext()) {
+                    rTreeTupleSorter.next();
+                    rtreeTuple = rTreeTupleSorter.getTuple();
+                } else {
+                    frameTuple = btreeTuple;
+                    foundNext = true;
+                    leftOverTuple = null;
+                    return true;
+                }
+            } else {
+                if (rTreeTupleSorter.hasNext() && bTreeTupleSorter.hasNext()) {
+                    rTreeTupleSorter.next();
+                    bTreeTupleSorter.next();
+                    rtreeTuple = rTreeTupleSorter.getTuple();
+                    btreeTuple = bTreeTupleSorter.getTuple();
+                } else if (rTreeTupleSorter.hasNext()) {
+                    rTreeTupleSorter.next();
+                    rtreeTuple = rTreeTupleSorter.getTuple();
+                    frameTuple = rtreeTuple;
+                    leftOverTuple = null;
+                    foundNext = true;
+                    return true;
+                } else if (bTreeTupleSorter.hasNext()) {
+                    bTreeTupleSorter.next();
+                    btreeTuple = bTreeTupleSorter.getTuple();
+                    frameTuple = btreeTuple;
+                    leftOverTuple = null;
+                    foundNext = true;
+                    return true;
+                } else {
+                    return false;
+                }
+            }
+
+            int c = cmp.selectiveFieldCompare(rtreeTuple, btreeTuple, comparatorFields);
+            if (c == 0) {
+                leftOverTuple = null;
+                continue;
+            } else if (c < 0) {
+                frameTuple = rtreeTuple;
+                leftOverTuple = btreeTuple;
+                foundNext = true;
+                return true;
+            } else {
+                frameTuple = btreeTuple;
+                leftOverTuple = rtreeTuple;
+                foundNext = true;
+                return true;
+            }
+        }
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        foundNext = false;
+
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // TODO Auto-generated method stub
+
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // TODO Auto-generated method stub
+
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        // TODO Auto-generated method stub
+        return false;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java
new file mode 100644
index 0000000..47d00c0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java
@@ -0,0 +1,249 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
+
+public class LSMRTreeWithAntiMatterTuplesSearchCursor extends LSMIndexSearchCursor {
+
+    private RTreeSearchCursor memRTreeCursor;
+    private BTreeRangeSearchCursor memBTreeCursor;
+    private RangePredicate btreeRangePredicate;
+    private ITreeIndexAccessor memBTreeAccessor;
+    private boolean foundNext;
+    private ITupleReference frameTuple;
+    private int[] comparatorFields;
+    private MultiComparator btreeCmp;
+
+    public LSMRTreeWithAntiMatterTuplesSearchCursor(ILSMIndexOperationContext opCtx) {
+        super(opCtx);
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        LSMRTreeCursorInitialState lsmInitialState = (LSMRTreeCursorInitialState) initialState;
+        cmp = lsmInitialState.getHilbertCmp();
+        btreeCmp = lsmInitialState.getBTreeCmp();
+        int numDiskRTrees = lsmInitialState.getNumberOfTrees();
+        rangeCursors = new RTreeSearchCursor[numDiskRTrees];
+        for (int i = 0; i < numDiskRTrees; i++) {
+            rangeCursors[i] = new RTreeSearchCursor((IRTreeInteriorFrame) lsmInitialState
+                    .getRTreeInteriorFrameFactory().createFrame(), (IRTreeLeafFrame) lsmInitialState
+                    .getRTreeLeafFrameFactory().createFrame());
+        }
+        includeMemComponent = lsmInitialState.getIncludeMemComponent();
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        if (includeMemComponent) {
+            memRTreeCursor = new RTreeSearchCursor((IRTreeInteriorFrame) lsmInitialState.getRTreeInteriorFrameFactory()
+                    .createFrame(), (IRTreeLeafFrame) lsmInitialState.getRTreeLeafFrameFactory().createFrame());
+            memBTreeCursor = new BTreeRangeSearchCursor((IBTreeLeafFrame) lsmInitialState.getBTreeLeafFrameFactory()
+                    .createFrame(), false);
+            memBTreeAccessor = lsmInitialState.getBTreeAccessors()[0];
+            btreeRangePredicate = new RangePredicate(null, null, true, true, btreeCmp, btreeCmp);
+        }
+        lsmHarness = lsmInitialState.getLSMHarness();
+        comparatorFields = lsmInitialState.getComparatorFields();
+        setPriorityQueueComparator();
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (includeMemComponent) {
+            if (foundNext) {
+                return true;
+            }
+            while (memRTreeCursor.hasNext()) {
+                memRTreeCursor.next();
+                ITupleReference memRTreeTuple = memRTreeCursor.getTuple();
+                if (searchMemBTree(memRTreeTuple)) {
+                    foundNext = true;
+                    frameTuple = memRTreeTuple;
+                    return true;
+                }
+            }
+            while (super.hasNext()) {
+                super.next();
+                ITupleReference diskRTreeTuple = super.getTuple();
+                if (searchMemBTree(diskRTreeTuple)) {
+                    foundNext = true;
+                    frameTuple = diskRTreeTuple;
+                    return true;
+                }
+            }
+        } else {
+            return super.hasNext();
+        }
+
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        if (includeMemComponent) {
+            foundNext = false;
+        } else {
+            super.next();
+        }
+
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        if (includeMemComponent) {
+            return frameTuple;
+        } else {
+            return super.getTuple();
+        }
+
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        if (includeMemComponent) {
+            memRTreeCursor.reset();
+            memBTreeCursor.reset();
+        }
+        super.reset();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (includeMemComponent) {
+            memRTreeCursor.close();
+            memBTreeCursor.close();
+        }
+        super.close();
+    }
+
+    public ITreeIndexCursor getMemRTreeCursor() {
+        return memRTreeCursor;
+    }
+
+    @Override
+    protected int compare(MultiComparator cmp, ITupleReference tupleA, ITupleReference tupleB) {
+        return cmp.selectiveFieldCompare(tupleA, tupleB, comparatorFields);
+    }
+
+    private boolean searchMemBTree(ITupleReference tuple) throws HyracksDataException {
+        try {
+            btreeRangePredicate.setHighKey(tuple, true);
+            btreeRangePredicate.setLowKey(tuple, true);
+            memBTreeAccessor.search(memBTreeCursor, btreeRangePredicate);
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        try {
+            if (memBTreeCursor.hasNext()) {
+                return false;
+            } else {
+                return true;
+            }
+        } finally {
+            memBTreeCursor.close();
+        }
+    }
+
+    @Override
+    protected void setPriorityQueueComparator() {
+        if (pqCmp == null || cmp != pqCmp.getMultiComparator()) {
+            pqCmp = new PriorityQueueHilbertComparator(cmp, comparatorFields);
+        }
+    }
+
+    public class PriorityQueueHilbertComparator extends PriorityQueueComparator {
+
+        private final int[] comparatorFields;
+
+        public PriorityQueueHilbertComparator(MultiComparator cmp, int[] comparatorFields) {
+            super(cmp);
+            this.comparatorFields = comparatorFields;
+        }
+
+        @Override
+        public int compare(PriorityQueueElement elementA, PriorityQueueElement elementB) {
+            int result = cmp.selectiveFieldCompare(elementA.getTuple(), elementB.getTuple(), comparatorFields);
+            if (result != 0) {
+                return result;
+            }
+            if (elementA.getCursorIndex() > elementB.getCursorIndex()) {
+                return 1;
+            } else {
+                return -1;
+            }
+        }
+    }
+
+    @Override
+    protected void checkPriorityQueue() throws HyracksDataException, IndexException {
+        while (!outputPriorityQueue.isEmpty() || needPush == true) {
+            if (!outputPriorityQueue.isEmpty()) {
+                PriorityQueueElement checkElement = outputPriorityQueue.peek();
+                // If there is no previous tuple or the previous tuple can be ignored
+                if (outputElement == null) {
+                    if (isDeleted(checkElement)) {
+                        // If the key has been deleted then pop it and set needPush to true.
+                        // We cannot push immediately because the tuple may be
+                        // modified if hasNext() is called
+                        outputElement = outputPriorityQueue.poll();
+                        needPush = true;
+                    } else {
+                        break;
+                    }
+                } else {
+                    // Compare the previous tuple and the head tuple in the PQ
+                    if (compare(cmp, outputElement.getTuple(), checkElement.getTuple()) == 0) {
+                        // If the previous tuple and the head tuple are
+                        // identical
+                        // then pop the head tuple and push the next tuple from
+                        // the tree of head tuple
+
+                        // the head element of PQ is useless now
+                        PriorityQueueElement e = outputPriorityQueue.poll();
+                        pushIntoPriorityQueue(e);
+                    } else {
+                        // If the previous tuple and the head tuple are different
+                        // the info of previous tuple is useless
+                        if (needPush == true) {
+                            pushIntoPriorityQueue(outputElement);
+                            needPush = false;
+                        }
+                        outputElement = null;
+                    }
+                }
+            } else {
+                // the priority queue is empty and needPush
+                pushIntoPriorityQueue(outputElement);
+                needPush = false;
+                outputElement = null;
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java
new file mode 100644
index 0000000..71e228b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java
@@ -0,0 +1,43 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class RTreeFactory extends TreeIndexFactory<RTree> {
+
+    public RTreeFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IFreePageManagerFactory freePageManagerFactory, ITreeIndexFrameFactory interiorFrameFactory,
+            ITreeIndexFrameFactory leafFrameFactory, IBinaryComparatorFactory[] cmpFactories, int fieldCount) {
+        super(bufferCache, fileMapProvider, freePageManagerFactory, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, fieldCount);
+    }
+
+    @Override
+    public RTree createIndexInstance(FileReference file) throws IndexException {
+        return new RTree(bufferCache, fileMapProvider, freePageManagerFactory.createFreePageManager(),
+                interiorFrameFactory, leafFrameFactory, cmpFactories, fieldCount, file);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/TreeTupleSorter.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/TreeTupleSorter.java
new file mode 100644
index 0000000..294c2b8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/TreeTupleSorter.java
@@ -0,0 +1,225 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+
+public class TreeTupleSorter implements ITreeIndexCursor {
+    private final static int INITIAL_SIZE = 1000000;
+    private int numTuples;
+    private int currentTupleIndex;
+    private int[] tPointers;
+    private IBufferCache bufferCache;
+    private final ITreeIndexFrame leafFrame1;
+    private final ITreeIndexFrame leafFrame2;
+    private ITreeIndexTupleReference frameTuple1;
+    private ITreeIndexTupleReference frameTuple2;
+    private final int fileId;
+    private final static int ARRAY_GROWTH = 1000000; // Must be at least of size 2
+    private final int[] comparatorFields;
+    private final MultiComparator cmp;
+
+    public TreeTupleSorter(int fileId, IBinaryComparatorFactory[] comparatorFactories, ITreeIndexFrame leafFrame1,
+            ITreeIndexFrame leafFrame2, IBufferCache bufferCache, int[] comparatorFields) {
+        this.fileId = fileId;
+        this.leafFrame1 = leafFrame1;
+        this.leafFrame2 = leafFrame2;
+        this.bufferCache = bufferCache;
+        this.comparatorFields = comparatorFields;
+        tPointers = new int[INITIAL_SIZE * 2];
+        frameTuple1 = leafFrame1.createTupleReference();
+        frameTuple2 = leafFrame2.createTupleReference();
+        currentTupleIndex = 0;
+        cmp = MultiComparator.create(comparatorFactories);
+    }
+
+    public void reset() {
+        numTuples = 0;
+        currentTupleIndex = 0;
+    }
+
+    public boolean hasNext() throws HyracksDataException {
+        if (numTuples <= currentTupleIndex) {
+            return false;
+        }
+        // We don't latch pages since this code is only used by flush () before
+        // bulk-loading the r-tree to disk and flush is not concurrent.
+        //
+        ICachedPage node1 = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, tPointers[currentTupleIndex * 2]),
+                false);
+        try {
+            leafFrame1.setPage(node1);
+            frameTuple1.resetByTupleOffset(leafFrame1.getBuffer(), tPointers[currentTupleIndex * 2 + 1]);
+        } finally {
+            bufferCache.unpin(node1);
+        }
+        return true;
+    }
+
+    public void next() {
+        currentTupleIndex++;
+    }
+
+    public ITupleReference getTuple() {
+        return frameTuple1;
+    }
+
+    public void insertTupleEntry(int pageId, int tupleOffset) {
+        if (numTuples * 2 == tPointers.length) {
+            int[] newData = new int[tPointers.length + ARRAY_GROWTH];
+            System.arraycopy(tPointers, 0, newData, 0, tPointers.length);
+            tPointers = newData;
+        }
+
+        tPointers[numTuples * 2] = pageId;
+        tPointers[numTuples * 2 + 1] = tupleOffset;
+        numTuples++;
+    }
+
+    public void sort() throws HyracksDataException {
+        sort(tPointers, 0, numTuples);
+    }
+
+    private void sort(int[] tPointers, int offset, int length) throws HyracksDataException {
+        int m = offset + (length >> 1);
+        int mi = tPointers[m * 2];
+        int mj = tPointers[m * 2 + 1];
+
+        int a = offset;
+        int b = a;
+        int c = offset + length - 1;
+        int d = c;
+        while (true) {
+            while (b <= c) {
+                int cmp = compare(tPointers, b, mi, mj);
+                if (cmp > 0) {
+                    break;
+                }
+                if (cmp == 0) {
+                    swap(tPointers, a++, b);
+                }
+                ++b;
+            }
+            while (c >= b) {
+                int cmp = compare(tPointers, c, mi, mj);
+                if (cmp < 0) {
+                    break;
+                }
+                if (cmp == 0) {
+                    swap(tPointers, c, d--);
+                }
+                --c;
+            }
+            if (b > c)
+                break;
+            swap(tPointers, b++, c--);
+        }
+
+        int s;
+        int n = offset + length;
+        s = Math.min(a - offset, b - a);
+        vecswap(tPointers, offset, b - s, s);
+        s = Math.min(d - c, n - d - 1);
+        vecswap(tPointers, b, n - s, s);
+
+        if ((s = b - a) > 1) {
+            sort(tPointers, offset, s);
+        }
+        if ((s = d - c) > 1) {
+            sort(tPointers, n - s, s);
+        }
+    }
+
+    private void swap(int x[], int a, int b) {
+        for (int i = 0; i < 2; ++i) {
+            int t = x[a * 2 + i];
+            x[a * 2 + i] = x[b * 2 + i];
+            x[b * 2 + i] = t;
+        }
+    }
+
+    private void vecswap(int x[], int a, int b, int n) {
+        for (int i = 0; i < n; i++, a++, b++) {
+            swap(x, a, b);
+        }
+    }
+
+    private int compare(int[] tPointers, int tp1, int tp2i, int tp2j) throws HyracksDataException {
+        int i1 = tPointers[tp1 * 2];
+        int j1 = tPointers[tp1 * 2 + 1];
+
+        int i2 = tp2i;
+        int j2 = tp2j;
+
+        ICachedPage node1 = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, i1), false);
+        leafFrame1.setPage(node1);
+        ICachedPage node2 = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, i2), false);
+        leafFrame2.setPage(node2);
+
+        try {
+            frameTuple1.resetByTupleOffset(leafFrame1.getBuffer(), j1);
+            frameTuple2.resetByTupleOffset(leafFrame2.getBuffer(), j2);
+
+            return cmp.selectiveFieldCompare(frameTuple1, frameTuple2, comparatorFields);
+
+        } finally {
+            bufferCache.unpin(node1);
+            bufferCache.unpin(node2);
+        }
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        // do nothing
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        // do nothing
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // do nothing
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // do nothing
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java
new file mode 100644
index 0000000..1852b51
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java
@@ -0,0 +1,35 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class LSMRTreeCopyTupleWriter extends LSMRTreeTupleWriter {
+    public LSMRTreeCopyTupleWriter(ITypeTraits[] typeTraits) {
+        // Third parameter is never used locally, just give false.
+        super(typeTraits, false);
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+        int tupleSize = bytesRequired(tuple);
+        byte[] buf = tuple.getFieldData(0);
+        int tupleStartOff = ((LSMRTreeTupleReference) tuple).getTupleStart();
+        System.arraycopy(buf, tupleStartOff, targetBuf, targetOff, tupleSize);
+        return tupleSize;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java
new file mode 100644
index 0000000..39a8e4d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class LSMRTreeCopyTupleWriterFactory extends TypeAwareTupleWriterFactory {
+    private static final long serialVersionUID = 1L;
+    private final ITypeTraits[] typeTraits;
+
+    public LSMRTreeCopyTupleWriterFactory(ITypeTraits[] typeTraits) {
+        super(typeTraits);
+        this.typeTraits = typeTraits;
+    }
+
+    @Override
+    public ITreeIndexTupleWriter createTupleWriter() {
+        return new LSMRTreeCopyTupleWriter(typeTraits);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java
new file mode 100644
index 0000000..70072e1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java
@@ -0,0 +1,47 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
+
+public class LSMRTreeTupleReference extends TypeAwareTupleReference implements ILSMTreeTupleReference {
+
+    public LSMRTreeTupleReference(ITypeTraits[] typeTraits) {
+        super(typeTraits);
+    }
+
+    @Override
+    protected int getNullFlagsBytes() {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil((fieldCount + 1.0) / 8.0);
+    }
+
+    @Override
+    public boolean isAntimatter() {
+        // Check if the leftmost bit is 0 or 1.
+        final byte mask = (byte) (1 << 7);
+        if ((buf.array()[tupleStartOff] & mask) != 0) {
+            return true;
+        }
+        return false;
+    }
+
+    public int getTupleStart() {
+        return tupleStartOff;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java
new file mode 100644
index 0000000..932a307
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java
@@ -0,0 +1,67 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
+
+public class LSMRTreeTupleWriter extends RTreeTypeAwareTupleWriter {
+    private final boolean isAntimatter;
+
+    public LSMRTreeTupleWriter(ITypeTraits[] typeTraits, boolean isAntimatter) {
+        super(typeTraits);
+        this.isAntimatter = isAntimatter;
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return new LSMRTreeTupleReference(typeTraits);
+    }
+
+    @Override
+    public int bytesRequired(ITupleReference tuple) {
+        return super.bytesRequired(tuple);
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+        int bytesWritten = super.writeTuple(tuple, targetBuf, targetOff);
+        if (isAntimatter) {
+            setAntimatterBit(targetBuf, targetOff);
+        }
+        return bytesWritten;
+    }
+
+    @Override
+    protected int getNullFlagsBytes(int numFields) {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil(((double) numFields + 1.0) / 8.0);
+    }
+
+    @Override
+    protected int getNullFlagsBytes(ITupleReference tuple) {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil(((double) tuple.getFieldCount() + 1.0) / 8.0);
+    }
+
+    protected void setAntimatterBit(byte[] targetBuf, int targetOff) {
+        // Set leftmost bit to 1.
+        targetBuf[targetOff] = (byte) (targetBuf[targetOff] | (1 << 7));
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java
new file mode 100644
index 0000000..493d368
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java
@@ -0,0 +1,38 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class LSMRTreeTupleWriterFactory extends TypeAwareTupleWriterFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final ITypeTraits[] typeTraits;
+    private final boolean isDelete;
+
+    public LSMRTreeTupleWriterFactory(ITypeTraits[] typeTraits, boolean isDelete) {
+        super(typeTraits);
+        this.typeTraits = typeTraits;
+        this.isDelete = isDelete;
+    }
+
+    @Override
+    public ITreeIndexTupleWriter createTupleWriter() {
+        return new LSMRTreeTupleWriter(typeTraits, isDelete);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMTypeAwareTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMTypeAwareTupleWriterFactory.java
new file mode 100644
index 0000000..876df56
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/tuples/LSMTypeAwareTupleWriterFactory.java
@@ -0,0 +1,30 @@
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.tuples;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
+
+public class LSMTypeAwareTupleWriterFactory extends TypeAwareTupleWriterFactory {
+
+	private static final long serialVersionUID = 1L;
+	private ITypeTraits[] typeTraits;
+	private final boolean isDelete;
+	
+	public LSMTypeAwareTupleWriterFactory(ITypeTraits[] typeTraits, boolean isDelete) {
+		super(typeTraits);
+		this.typeTraits = typeTraits;
+		this.isDelete = isDelete;
+	}
+
+	@Override
+	public ITreeIndexTupleWriter createTupleWriter() {
+	    if (isDelete) {
+	        return new TypeAwareTupleWriter(typeTraits);
+	    } else {
+	        return new RTreeTypeAwareTupleWriter(typeTraits);
+	    }
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
new file mode 100644
index 0000000..6c9fce6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
@@ -0,0 +1,211 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.utils;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuplesFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.RTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.tuples.LSMRTreeCopyTupleWriterFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.tuples.LSMRTreeTupleWriterFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.tuples.LSMTypeAwareTupleWriterFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrameFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMLeafFrameFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+import edu.uci.ics.hyracks.storage.am.rtree.linearize.HilbertDoubleComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.linearize.ZCurveDoubleComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.linearize.ZCurveIntComparatorFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeUtils {
+    public static LSMRTree createLSMTree(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IIOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory) throws TreeIndexException {
+        return createLSMTree(memBufferCache, memFreePageManager, ioManager, file, diskBufferCache, diskFileMapProvider,
+                typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories, rtreePolicyType, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider, linearizeCmpFactory, 0);
+    }
+
+    public static LSMRTree createLSMTree(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IIOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizeCmpFactory, int startIODeviceIndex) throws TreeIndexException {
+        LSMTypeAwareTupleWriterFactory rtreeTupleWriterFactory = new LSMTypeAwareTupleWriterFactory(typeTraits, false);
+        LSMTypeAwareTupleWriterFactory btreeTupleWriterFactory = new LSMTypeAwareTupleWriterFactory(typeTraits, true);
+
+        ITreeIndexFrameFactory rtreeInteriorFrameFactory = new RTreeNSMInteriorFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+        ITreeIndexFrameFactory rtreeLeafFrameFactory = new RTreeNSMLeafFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+
+        ITreeIndexFrameFactory btreeInteriorFrameFactory = new BTreeNSMInteriorFrameFactory(btreeTupleWriterFactory);
+        ITreeIndexFrameFactory btreeLeafFrameFactory = new BTreeNSMLeafFrameFactory(btreeTupleWriterFactory);
+
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        LinkedListFreePageManagerFactory freePageManagerFactory = new LinkedListFreePageManagerFactory(diskBufferCache,
+                metaFrameFactory);
+
+        TreeIndexFactory<RTree> diskRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, rtreeCmpFactories,
+                typeTraits.length);
+        TreeIndexFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory, btreeCmpFactories,
+                typeTraits.length);
+
+        int[] comparatorFields = { 0 };
+        IBinaryComparatorFactory[] linearizerArray = { linearizeCmpFactory };
+
+        int[] bloomFilterKeyFields = new int[btreeCmpFactories.length];
+        for (int i = 0; i < btreeCmpFactories.length; i++) {
+            bloomFilterKeyFields[i] = i;
+        }
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        ILSMIndexFileManager fileNameManager = new LSMRTreeFileManager(ioManager, diskFileMapProvider, file,
+                diskRTreeFactory, diskBTreeFactory, startIODeviceIndex);
+        LSMRTree lsmTree = new LSMRTree(memBufferCache, memFreePageManager, rtreeInteriorFrameFactory,
+                rtreeLeafFrameFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory, fileNameManager,
+                diskRTreeFactory, diskBTreeFactory, bloomFilterFactory, diskFileMapProvider, typeTraits.length,
+                rtreeCmpFactories, btreeCmpFactories, linearizeCmpFactory, comparatorFields, linearizerArray,
+                mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        return lsmTree;
+    }
+
+    public static LSMRTreeWithAntiMatterTuples createLSMTreeWithAntiMatterTuples(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IIOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizerCmpFactory) throws TreeIndexException {
+        return createLSMTreeWithAntiMatterTuples(memBufferCache, memFreePageManager, ioManager, file, diskBufferCache,
+                diskFileMapProvider, typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories,
+                rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider,
+                linearizerCmpFactory, 0);
+    }
+
+    public static LSMRTreeWithAntiMatterTuples createLSMTreeWithAntiMatterTuples(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IIOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider,
+            ILinearizeComparatorFactory linearizerCmpFactory, int startIODeviceIndex) throws TreeIndexException {
+
+        LSMRTreeTupleWriterFactory rtreeTupleWriterFactory = new LSMRTreeTupleWriterFactory(typeTraits, false);
+        LSMRTreeTupleWriterFactory btreeTupleWriterFactory = new LSMRTreeTupleWriterFactory(typeTraits, true);
+
+        LSMRTreeCopyTupleWriterFactory copyTupleWriterFactory = new LSMRTreeCopyTupleWriterFactory(typeTraits);
+
+        ITreeIndexFrameFactory rtreeInteriorFrameFactory = new RTreeNSMInteriorFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+        ITreeIndexFrameFactory rtreeLeafFrameFactory = new RTreeNSMLeafFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+
+        ITreeIndexFrameFactory btreeInteriorFrameFactory = new BTreeNSMInteriorFrameFactory(btreeTupleWriterFactory);
+        ITreeIndexFrameFactory btreeLeafFrameFactory = new BTreeNSMLeafFrameFactory(btreeTupleWriterFactory);
+
+        ITreeIndexFrameFactory copyTupleLeafFrameFactory = new RTreeNSMLeafFrameFactory(copyTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        LinkedListFreePageManagerFactory freePageManagerFactory = new LinkedListFreePageManagerFactory(diskBufferCache,
+                metaFrameFactory);
+
+        TreeIndexFactory<RTree> diskRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, rtreeInteriorFrameFactory, copyTupleLeafFrameFactory, rtreeCmpFactories,
+                typeTraits.length);
+
+        TreeIndexFactory<RTree> bulkLoadRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, rtreeCmpFactories,
+                typeTraits.length);
+
+        // The first field is for the sorted curve (e.g. Hilbert curve), and the
+        // second field is for the primary key.
+        int[] comparatorFields = { 0, btreeCmpFactories.length - 1 };
+        IBinaryComparatorFactory[] linearizerArray = { linearizerCmpFactory,
+                btreeCmpFactories[btreeCmpFactories.length - 1] };
+
+        ILSMIndexFileManager fileNameManager = new LSMRTreeWithAntiMatterTuplesFileManager(ioManager,
+                diskFileMapProvider, file, diskRTreeFactory, startIODeviceIndex);
+        LSMRTreeWithAntiMatterTuples lsmTree = new LSMRTreeWithAntiMatterTuples(memBufferCache, memFreePageManager,
+                rtreeInteriorFrameFactory, rtreeLeafFrameFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory,
+                fileNameManager, diskRTreeFactory, bulkLoadRTreeFactory, diskFileMapProvider, typeTraits.length,
+                rtreeCmpFactories, btreeCmpFactories, linearizerCmpFactory, comparatorFields, linearizerArray,
+                mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        return lsmTree;
+    }
+
+    public static ILinearizeComparatorFactory proposeBestLinearizer(ITypeTraits[] typeTraits, int numKeyFields)
+            throws TreeIndexException {
+        for (int i = 0; i < numKeyFields; i++) {
+            if (!(typeTraits[i].getClass().equals(typeTraits[0].getClass()))) {
+                throw new TreeIndexException("Cannot propose linearizer if dimensions have different types");
+            }
+        }
+
+        if (numKeyFields / 2 == 2 && (typeTraits[0].getClass() == DoublePointable.TYPE_TRAITS.getClass())) {
+            return new HilbertDoubleComparatorFactory(2);
+        } else if (typeTraits[0].getClass() == DoublePointable.TYPE_TRAITS.getClass()) {
+            return new ZCurveDoubleComparatorFactory(numKeyFields / 2);
+        } else if (typeTraits[0].getClass() == IntegerPointable.TYPE_TRAITS.getClass()) {
+            return new ZCurveIntComparatorFactory(numKeyFields / 2);
+        }
+
+        throw new TreeIndexException("Cannot propose linearizer");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/pom.xml b/hyracks/hyracks-storage-am-rtree/pom.xml
index 61620ec..13c17b8 100644
--- a/hyracks/hyracks-storage-am-rtree/pom.xml
+++ b/hyracks/hyracks-storage-am-rtree/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-storage-am-rtree</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-storage-am-rtree</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -28,30 +27,30 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-am-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
-  	</dependency>  	
+  	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
-  	</dependency>  	
+  	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
-  	</dependency>  	
+  	</dependency>
   	<dependency>
   		<groupId>junit</groupId>
   		<artifactId>junit</artifactId>
   		<version>4.8.1</version>
   		<type>jar</type>
   		<scope>test</scope>
-  	</dependency>  	  		
+  	</dependency>
   </dependencies>
 </project>
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreeInteriorFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreeInteriorFrame.java
index 5f333f3..59c047c 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreeInteriorFrame.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreeInteriorFrame.java
@@ -22,9 +22,9 @@
 
 public interface IRTreeInteriorFrame extends IRTreeFrame {
 
-    public boolean findBestChild(ITupleReference tuple, MultiComparator cmp);
+    public int findBestChild(ITupleReference tuple, MultiComparator cmp);
 
-    public int getBestChildPageId();
+    public boolean checkIfEnlarementIsNeeded(ITupleReference tuple, MultiComparator cmp);
 
     public int getChildPageId(int tupleIndex);
 
@@ -36,9 +36,6 @@
 
     public void adjustKey(ITupleReference tuple, int tupleIndex, MultiComparator cmp) throws TreeIndexException;
 
-    public boolean recomputeMBR(ITupleReference tuple, int tupleIndex, MultiComparator cmp);
-
     public void enlarge(ITupleReference tuple, MultiComparator cmp);
 
-    boolean checkEnlargement(ITupleReference tuple, MultiComparator cmp);
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreeLeafFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreeLeafFrame.java
index 3005785..858a40d 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreeLeafFrame.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreeLeafFrame.java
@@ -20,8 +20,9 @@
 
 public interface IRTreeLeafFrame extends IRTreeFrame {
 
-	public int findTupleIndex(ITupleReference tuple, MultiComparator cmp);
+    public int findTupleIndex(ITupleReference tuple, MultiComparator cmp);
 
-	public boolean intersect(ITupleReference tuple, int tupleIndex,
-			MultiComparator cmp);
+    public boolean intersect(ITupleReference tuple, int tupleIndex, MultiComparator cmp);
+
+    public ITupleReference getBeforeTuple(ITupleReference tuple, int targetTupleIndex, MultiComparator cmp);
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreePolicy.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreePolicy.java
new file mode 100644
index 0000000..a0cc5e8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/api/IRTreePolicy.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.rtree.api;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ISlotManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ISplitKey;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface IRTreePolicy {
+    public void split(ITreeIndexFrame leftFrame, ByteBuffer buf, ITreeIndexFrame rightFrame, ISlotManager slotManager,
+            ITreeIndexTupleReference frameTuple, ITupleReference tuple, ISplitKey splitKey);
+
+    public int findBestChildPosition(ITreeIndexFrame frame, ITupleReference tuple, ITreeIndexTupleReference frameTuple,
+            MultiComparator cmp);
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelper.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelper.java
index 0470da9..5c3b314 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelper.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelper.java
@@ -19,24 +19,29 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 
 public class RTreeDataflowHelper extends TreeIndexDataflowHelper {
 
     private final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
 
     public RTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
-            IPrimitiveValueProviderFactory[] valueProviderFactories) {
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType) {
         super(opDesc, ctx, partition);
         this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
     }
 
     @Override
     public ITreeIndex createIndexInstance() throws HyracksDataException {
-        return RTreeUtils.createRTree(treeOpDesc.getStorageManager().getBufferCache(ctx),
-                treeOpDesc.getTreeIndexTypeTraits(), valueProviderFactories,
-                treeOpDesc.getTreeIndexComparatorFactories());
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
+        return RTreeUtils.createRTree(treeOpDesc.getStorageManager().getBufferCache(ctx), treeOpDesc
+                .getStorageManager().getFileMapProvider(ctx), treeOpDesc.getTreeIndexTypeTraits(),
+                valueProviderFactories, treeOpDesc.getTreeIndexComparatorFactories(), rtreePolicyType, file);
     }
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelperFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelperFactory.java
index 6b9fd4c..06af8ee 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelperFactory.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelperFactory.java
@@ -20,20 +20,24 @@
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 
 public class RTreeDataflowHelperFactory implements IIndexDataflowHelperFactory {
 
     private static final long serialVersionUID = 1L;
 
     private final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
 
-    public RTreeDataflowHelperFactory(IPrimitiveValueProviderFactory[] valueProviderFactories) {
+    public RTreeDataflowHelperFactory(IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType) {
         this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
     }
 
     @Override
     public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
             int partition) {
-        return new RTreeDataflowHelper(opDesc, ctx, partition, valueProviderFactories);
+        return new RTreeDataflowHelper(opDesc, ctx, partition, valueProviderFactories, rtreePolicyType);
     }
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java
index d9b7b97..d718c69 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java
@@ -23,12 +23,13 @@
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
 
 public class RTreeSearchOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
 
@@ -37,20 +38,22 @@
     protected int[] keyFields; // fields in input tuple to be used as keys
 
     public RTreeSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> indexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
             IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, int[] keyFields,
             IIndexDataflowHelperFactory dataflowHelperFactory, boolean retainInput,
-            IOperationCallbackProvider opCallbackProvider) {
-        super(spec, 1, 1, recDesc, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, dataflowHelperFactory, null, retainInput, opCallbackProvider);
+            ISearchOperationCallbackFactory searchOpCallbackFactory) {
+        super(spec, 1, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, dataflowHelperFactory, null, retainInput,
+                NoOpLocalResourceFactoryProvider.INSTANCE, searchOpCallbackFactory,
+                NoOpOperationCallbackFactory.INSTANCE);
+
         this.keyFields = keyFields;
     }
 
     @Override
     public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
             IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
-        return new RTreeSearchOperatorNodePushable(this, ctx, opCallbackProvider, partition, recordDescProvider,
-                keyFields);
+        return new RTreeSearchOperatorNodePushable(this, ctx, partition, recordDescProvider, keyFields);
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
index 3781037..de4961b 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
@@ -17,22 +17,21 @@
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexSearchOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexSearchOperatorNodePushable;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 
-public class RTreeSearchOperatorNodePushable extends TreeIndexSearchOperatorNodePushable {
+public class RTreeSearchOperatorNodePushable extends IndexSearchOperatorNodePushable {
     protected PermutingFrameTupleReference searchKey;
     protected MultiComparator cmp;
 
     public RTreeSearchOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
-            IOperationCallbackProvider opCallbackProvider, int partition, IRecordDescriptorProvider recordDescProvider,
-            int[] keyFields) {
+            int partition, IRecordDescriptorProvider recordDescProvider, int[] keyFields) {
         super(opDesc, ctx, partition, recordDescProvider);
         if (keyFields != null && keyFields.length > 0) {
             searchKey = new PermutingFrameTupleReference();
@@ -42,6 +41,7 @@
 
     @Override
     protected ISearchPredicate createSearchPredicate() {
+        ITreeIndex treeIndex = (ITreeIndex) index;
         cmp = RTreeUtils.getSearchMultiComparator(treeIndex.getComparatorFactories(), searchKey);
         return new SearchPredicate(searchKey, cmp);
     }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RStarTreePolicy.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RStarTreePolicy.java
new file mode 100644
index 0000000..aafecd5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RStarTreePolicy.java
@@ -0,0 +1,354 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.rtree.frames;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.ISlotManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ISplitKey;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreePolicy;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.EntriesOrder;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTreeSplitKey;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.Rectangle;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.TupleEntryArrayList;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.UnorderedSlotManager;
+import edu.uci.ics.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
+
+public class RStarTreePolicy implements IRTreePolicy {
+
+    private TupleEntryArrayList tupleEntries1;
+    private TupleEntryArrayList tupleEntries2;
+    private Rectangle[] rec;
+
+    private static final int nearMinimumOverlapFactor = 32;
+    private static final double splitFactor = 0.4;
+    private static final int numTuplesEntries = 100;
+
+    private final ITreeIndexTupleWriter tupleWriter;
+    private final IPrimitiveValueProvider[] keyValueProviders;
+    private ITreeIndexTupleReference cmpFrameTuple;
+    private final int totalFreeSpaceOff;
+
+    public RStarTreePolicy(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            ITreeIndexTupleReference cmpFrameTuple, int totalFreeSpaceOff) {
+        this.tupleWriter = tupleWriter;
+        this.keyValueProviders = keyValueProviders;
+        this.totalFreeSpaceOff = totalFreeSpaceOff;
+        this.cmpFrameTuple = cmpFrameTuple;
+        tupleEntries1 = new TupleEntryArrayList(numTuplesEntries, numTuplesEntries);
+        tupleEntries2 = new TupleEntryArrayList(numTuplesEntries, numTuplesEntries);
+        rec = new Rectangle[4];
+        for (int i = 0; i < 4; i++) {
+            rec[i] = new Rectangle(keyValueProviders.length / 2);
+        }
+    }
+
+    @Override
+    public void split(ITreeIndexFrame leftFrame, ByteBuffer buf, ITreeIndexFrame rightFrame, ISlotManager slotManager,
+            ITreeIndexTupleReference frameTuple, ITupleReference tuple, ISplitKey splitKey) {
+        RTreeSplitKey rTreeSplitKey = ((RTreeSplitKey) splitKey);
+        RTreeTypeAwareTupleWriter rTreeTupleWriterleftRTreeFrame = ((RTreeTypeAwareTupleWriter) tupleWriter);
+        RTreeTypeAwareTupleWriter rTreeTupleWriterRightFrame = ((RTreeTypeAwareTupleWriter) rightFrame.getTupleWriter());
+
+        RTreeNSMFrame leftRTreeFrame = ((RTreeNSMFrame) leftFrame);
+
+        // calculations are based on the R*-tree paper
+        int m = (int) Math.floor((leftRTreeFrame.getTupleCount() + 1) * splitFactor);
+        int splitDistribution = leftRTreeFrame.getTupleCount() - (2 * m) + 2;
+
+        // to calculate the minimum margin in order to pick the split axis
+        double minMargin = Double.MAX_VALUE;
+        int splitAxis = 0, sortOrder = 0;
+
+        int maxFieldPos = keyValueProviders.length / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            for (int k = 0; k < leftRTreeFrame.getTupleCount(); ++k) {
+
+                frameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                double LowerKey = keyValueProviders[i]
+                        .getValue(frameTuple.getFieldData(i), frameTuple.getFieldStart(i));
+                double UpperKey = keyValueProviders[j]
+                        .getValue(frameTuple.getFieldData(j), frameTuple.getFieldStart(j));
+
+                tupleEntries1.add(k, LowerKey);
+                tupleEntries2.add(k, UpperKey);
+            }
+            double LowerKey = keyValueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i));
+            double UpperKey = keyValueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j));
+
+            tupleEntries1.add(-1, LowerKey);
+            tupleEntries2.add(-1, UpperKey);
+
+            tupleEntries1.sort(EntriesOrder.ASCENDING, leftRTreeFrame.getTupleCount() + 1);
+            tupleEntries2.sort(EntriesOrder.ASCENDING, leftRTreeFrame.getTupleCount() + 1);
+
+            double lowerMargin = 0.0, upperMargin = 0.0;
+            // generate distribution
+            for (int k = 1; k <= splitDistribution; ++k) {
+                int d = m - 1 + k;
+
+                generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries1, rec[0], 0, d);
+                generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries2, rec[1], 0, d);
+                generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries1, rec[2], d,
+                        leftRTreeFrame.getTupleCount() + 1);
+                generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries2, rec[3], d,
+                        leftRTreeFrame.getTupleCount() + 1);
+
+                // calculate the margin of the distributions
+                lowerMargin += rec[0].margin() + rec[2].margin();
+                upperMargin += rec[1].margin() + rec[3].margin();
+            }
+            double margin = Math.min(lowerMargin, upperMargin);
+
+            // store minimum margin as split axis
+            if (margin < minMargin) {
+                minMargin = margin;
+                splitAxis = i;
+                sortOrder = (lowerMargin < upperMargin) ? 0 : 2;
+            }
+
+            tupleEntries1.clear();
+            tupleEntries2.clear();
+        }
+
+        for (int i = 0; i < leftRTreeFrame.getTupleCount(); ++i) {
+            frameTuple.resetByTupleIndex(leftRTreeFrame, i);
+            double key = keyValueProviders[splitAxis + sortOrder].getValue(
+                    frameTuple.getFieldData(splitAxis + sortOrder), frameTuple.getFieldStart(splitAxis + sortOrder));
+            tupleEntries1.add(i, key);
+        }
+        double key = keyValueProviders[splitAxis + sortOrder].getValue(tuple.getFieldData(splitAxis + sortOrder),
+                tuple.getFieldStart(splitAxis + sortOrder));
+        tupleEntries1.add(-1, key);
+        tupleEntries1.sort(EntriesOrder.ASCENDING, leftRTreeFrame.getTupleCount() + 1);
+
+        double minArea = Double.MAX_VALUE;
+        double minOverlap = Double.MAX_VALUE;
+        int splitPoint = 0;
+        for (int i = 1; i <= splitDistribution; ++i) {
+            int d = m - 1 + i;
+
+            generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries1, rec[0], 0, d);
+            generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries1, rec[2], d,
+                    leftRTreeFrame.getTupleCount() + 1);
+
+            double overlap = rec[0].overlappedArea(rec[2]);
+            if (overlap < minOverlap) {
+                splitPoint = d;
+                minOverlap = overlap;
+                minArea = rec[0].area() + rec[2].area();
+            } else if (overlap == minOverlap) {
+                double area = rec[0].area() + rec[2].area();
+                if (area < minArea) {
+                    splitPoint = d;
+                    minArea = area;
+                }
+            }
+        }
+        int startIndex, endIndex;
+        if (splitPoint < (leftRTreeFrame.getTupleCount() + 1) / 2) {
+            startIndex = 0;
+            endIndex = splitPoint;
+        } else {
+            startIndex = splitPoint;
+            endIndex = (leftRTreeFrame.getTupleCount() + 1);
+        }
+        boolean insertedNewTupleInRightFrame = false;
+        int totalBytes = 0, numOfDeletedTuples = 0;
+        for (int i = startIndex; i < endIndex; i++) {
+            if (tupleEntries1.get(i).getTupleIndex() != -1) {
+                frameTuple.resetByTupleIndex(leftRTreeFrame, tupleEntries1.get(i).getTupleIndex());
+                rightFrame.insert(frameTuple, -1);
+                ((UnorderedSlotManager) slotManager).modifySlot(
+                        slotManager.getSlotOff(tupleEntries1.get(i).getTupleIndex()), -1);
+                totalBytes += leftRTreeFrame.getTupleSize(frameTuple);
+                numOfDeletedTuples++;
+            } else {
+                insertedNewTupleInRightFrame = true;
+            }
+        }
+
+        ((UnorderedSlotManager) slotManager).deleteEmptySlots();
+
+        // maintain space information
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + totalBytes
+                + (slotManager.getSlotSize() * numOfDeletedTuples));
+
+        // compact both pages
+        rightFrame.compact();
+        leftRTreeFrame.compact();
+
+        // The assumption here is that the new tuple cannot be larger than page
+        // size, thus it must fit in either pages.
+        if (insertedNewTupleInRightFrame) {
+            if (rightFrame.hasSpaceInsert(tuple) == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+                rightFrame.insert(tuple, -1);
+            } else {
+                leftRTreeFrame.insert(tuple, -1);
+            }
+        } else if (leftRTreeFrame.hasSpaceInsert(tuple) == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+            leftRTreeFrame.insert(tuple, -1);
+        } else {
+            rightFrame.insert(tuple, -1);
+        }
+
+        int tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int splitKeySize = tupleWriter.bytesRequired(frameTuple, 0, keyValueProviders.length);
+
+        splitKey.initData(splitKeySize);
+        leftRTreeFrame.adjustMBR();
+        rTreeTupleWriterleftRTreeFrame.writeTupleFields(leftRTreeFrame.getTuples(), 0,
+                rTreeSplitKey.getLeftPageBuffer(), 0);
+        rTreeSplitKey.getLeftTuple().resetByTupleOffset(rTreeSplitKey.getLeftPageBuffer(), 0);
+
+        ((IRTreeFrame) rightFrame).adjustMBR();
+        rTreeTupleWriterRightFrame.writeTupleFields(((RTreeNSMFrame) rightFrame).getTuples(), 0,
+                rTreeSplitKey.getRightPageBuffer(), 0);
+        rTreeSplitKey.getRightTuple().resetByTupleOffset(rTreeSplitKey.getRightPageBuffer(), 0);
+
+        tupleEntries1.clear();
+        tupleEntries2.clear();
+    }
+
+    public void generateDist(ITreeIndexFrame leftRTreeFrame, ITreeIndexTupleReference frameTuple,
+            ITupleReference tuple, TupleEntryArrayList entries, Rectangle rec, int start, int end) {
+        int j = 0;
+        while (entries.get(j).getTupleIndex() == -1) {
+            j++;
+        }
+        frameTuple.resetByTupleIndex(leftRTreeFrame, entries.get(j).getTupleIndex());
+        rec.set(frameTuple, keyValueProviders);
+        for (int i = start; i < end; ++i) {
+            if (i != j) {
+                if (entries.get(i).getTupleIndex() != -1) {
+                    frameTuple.resetByTupleIndex(leftRTreeFrame, entries.get(i).getTupleIndex());
+                    rec.enlarge(frameTuple, keyValueProviders);
+                } else {
+                    rec.enlarge(tuple, keyValueProviders);
+                }
+            }
+        }
+    }
+
+    @Override
+    public int findBestChildPosition(ITreeIndexFrame frame, ITupleReference tuple, ITreeIndexTupleReference frameTuple,
+            MultiComparator cmp) {
+        cmpFrameTuple.setFieldCount(cmp.getKeyFieldCount());
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+
+        int bestChild = 0;
+        double minEnlargedArea = Double.MAX_VALUE;
+
+        // the children pointers in the node point to leaves
+        if (frame.getLevel() == 1) {
+            // find least overlap enlargement, use minimum enlarged area to
+            // break tie, if tie still exists use minimum area to break it
+            for (int i = 0; i < frame.getTupleCount(); ++i) {
+                frameTuple.resetByTupleIndex(frame, i);
+                double enlargedArea = RTreeComputationUtils.enlargedArea(frameTuple, tuple, cmp, keyValueProviders);
+                tupleEntries1.add(i, enlargedArea);
+                if (enlargedArea < minEnlargedArea) {
+                    minEnlargedArea = enlargedArea;
+                    bestChild = i;
+                }
+            }
+            if (minEnlargedArea < RTreeNSMFrame.doubleEpsilon() || minEnlargedArea > RTreeNSMFrame.doubleEpsilon()) {
+                minEnlargedArea = Double.MAX_VALUE;
+                int k;
+                if (frame.getTupleCount() > nearMinimumOverlapFactor) {
+                    // sort the entries based on their area enlargement needed
+                    // to include the object
+                    tupleEntries1.sort(EntriesOrder.ASCENDING, frame.getTupleCount());
+                    k = nearMinimumOverlapFactor;
+                } else {
+                    k = frame.getTupleCount();
+                }
+
+                double minOverlap = Double.MAX_VALUE;
+                int id = 0;
+                for (int i = 0; i < k; ++i) {
+                    double difference = 0.0;
+                    for (int j = 0; j < frame.getTupleCount(); ++j) {
+                        frameTuple.resetByTupleIndex(frame, j);
+                        cmpFrameTuple.resetByTupleIndex(frame, tupleEntries1.get(i).getTupleIndex());
+
+                        int c = ((RTreeNSMInteriorFrame) frame).pointerCmp(frameTuple, cmpFrameTuple, cmp);
+                        if (c != 0) {
+                            double intersection = RTreeComputationUtils.overlappedArea(frameTuple, tuple,
+                                    cmpFrameTuple, cmp, keyValueProviders);
+                            if (intersection != 0.0) {
+                                difference += intersection
+                                        - RTreeComputationUtils.overlappedArea(frameTuple, null, cmpFrameTuple, cmp,
+                                                keyValueProviders);
+                            }
+                        } else {
+                            id = j;
+                        }
+                    }
+
+                    double enlargedArea = RTreeComputationUtils.enlargedArea(cmpFrameTuple, tuple, cmp,
+                            keyValueProviders);
+                    if (difference < minOverlap) {
+                        minOverlap = difference;
+                        minEnlargedArea = enlargedArea;
+                        bestChild = id;
+                    } else if (difference == minOverlap) {
+                        if (enlargedArea < minEnlargedArea) {
+                            minEnlargedArea = enlargedArea;
+                            bestChild = id;
+                        } else if (enlargedArea == minEnlargedArea) {
+                            double area = RTreeComputationUtils.area(cmpFrameTuple, cmp, keyValueProviders);
+                            frameTuple.resetByTupleIndex(frame, bestChild);
+                            double minArea = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                            if (area < minArea) {
+                                bestChild = id;
+                            }
+                        }
+                    }
+                }
+            }
+        } else { // find minimum enlarged area, use minimum area to break tie
+            for (int i = 0; i < frame.getTupleCount(); i++) {
+                frameTuple.resetByTupleIndex(frame, i);
+                double enlargedArea = RTreeComputationUtils.enlargedArea(frameTuple, tuple, cmp, keyValueProviders);
+                if (enlargedArea < minEnlargedArea) {
+                    minEnlargedArea = enlargedArea;
+                    bestChild = i;
+                } else if (enlargedArea == minEnlargedArea) {
+                    double area = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                    frameTuple.resetByTupleIndex(frame, bestChild);
+                    double minArea = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                    if (area < minArea) {
+                        bestChild = i;
+                    }
+                }
+            }
+        }
+        tupleEntries1.clear();
+
+        return bestChild;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeComputationUtils.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeComputationUtils.java
new file mode 100644
index 0000000..f0122b3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeComputationUtils.java
@@ -0,0 +1,137 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.rtree.frames;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class RTreeComputationUtils {
+
+    public static double enlargedArea(ITupleReference tuple, ITupleReference tupleToBeInserted, MultiComparator cmp,
+            IPrimitiveValueProvider[] keyValueProviders) {
+        double areaBeforeEnlarge = RTreeComputationUtils.area(tuple, cmp, keyValueProviders);
+        double areaAfterEnlarge = 1.0;
+
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            double pHigh, pLow;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tupleToBeInserted.getFieldData(i), tupleToBeInserted.getFieldStart(i),
+                    tupleToBeInserted.getFieldLength(i));
+            if (c < 0) {
+                pLow = keyValueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i));
+            } else {
+                pLow = keyValueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
+                        tupleToBeInserted.getFieldStart(i));
+            }
+
+            c = cmp.getComparators()[j].compare(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j),
+                    tupleToBeInserted.getFieldData(j), tupleToBeInserted.getFieldStart(j),
+                    tupleToBeInserted.getFieldLength(j));
+            if (c > 0) {
+                pHigh = keyValueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j));
+            } else {
+                pHigh = keyValueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
+                        tupleToBeInserted.getFieldStart(j));
+            }
+            areaAfterEnlarge *= pHigh - pLow;
+        }
+        return areaAfterEnlarge - areaBeforeEnlarge;
+    }
+
+    public static double overlappedArea(ITupleReference tuple1, ITupleReference tupleToBeInserted,
+            ITupleReference tuple2, MultiComparator cmp, IPrimitiveValueProvider[] keyValueProviders) {
+        double area = 1.0;
+        double f1, f2;
+
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            double pHigh1, pLow1;
+            if (tupleToBeInserted != null) {
+                int c = cmp.getComparators()[i].compare(tuple1.getFieldData(i), tuple1.getFieldStart(i),
+                        tuple1.getFieldLength(i), tupleToBeInserted.getFieldData(i),
+                        tupleToBeInserted.getFieldStart(i), tupleToBeInserted.getFieldLength(i));
+                if (c < 0) {
+                    pLow1 = keyValueProviders[i].getValue(tuple1.getFieldData(i), tuple1.getFieldStart(i));
+                } else {
+                    pLow1 = keyValueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
+                            tupleToBeInserted.getFieldStart(i));
+                }
+
+                c = cmp.getComparators()[j].compare(tuple1.getFieldData(j), tuple1.getFieldStart(j),
+                        tuple1.getFieldLength(j), tupleToBeInserted.getFieldData(j),
+                        tupleToBeInserted.getFieldStart(j), tupleToBeInserted.getFieldLength(j));
+                if (c > 0) {
+                    pHigh1 = keyValueProviders[j].getValue(tuple1.getFieldData(j), tuple1.getFieldStart(j));
+                } else {
+                    pHigh1 = keyValueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
+                            tupleToBeInserted.getFieldStart(j));
+                }
+            } else {
+                pLow1 = keyValueProviders[i].getValue(tuple1.getFieldData(i), tuple1.getFieldStart(i));
+                pHigh1 = keyValueProviders[j].getValue(tuple1.getFieldData(j), tuple1.getFieldStart(j));
+            }
+
+            double pLow2 = keyValueProviders[i].getValue(tuple2.getFieldData(i), tuple2.getFieldStart(i));
+            double pHigh2 = keyValueProviders[j].getValue(tuple2.getFieldData(j), tuple2.getFieldStart(j));
+
+            if (pLow1 > pHigh2 || pHigh1 < pLow2) {
+                return 0.0;
+            }
+
+            f1 = Math.max(pLow1, pLow2);
+            f2 = Math.min(pHigh1, pHigh2);
+            area *= f2 - f1;
+        }
+        return area;
+    }
+
+    public static double area(ITupleReference tuple, MultiComparator cmp, IPrimitiveValueProvider[] keyValueProviders) {
+        double area = 1.0;
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            area *= keyValueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j))
+                    - keyValueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i));
+        }
+        return area;
+    }
+
+    public static boolean containsRegion(ITupleReference tuple1, ITupleReference tuple2, MultiComparator cmp,
+            IPrimitiveValueProvider[] keyValueProviders) {
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i]
+                    .compare(tuple1.getFieldData(i), tuple1.getFieldStart(i), tuple1.getFieldLength(i),
+                            tuple2.getFieldData(i), tuple2.getFieldStart(i), tuple2.getFieldLength(i));
+            if (c > 0) {
+                return false;
+            }
+
+            c = cmp.getComparators()[j]
+                    .compare(tuple1.getFieldData(j), tuple1.getFieldStart(j), tuple1.getFieldLength(j),
+                            tuple2.getFieldData(j), tuple2.getFieldStart(j), tuple2.getFieldLength(j));
+            if (c < 0) {
+                return false;
+            }
+        }
+        return true;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMFrame.java
index 84e66ef..eeada0a 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMFrame.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMFrame.java
@@ -21,15 +21,11 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
-import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.frames.TreeIndexNSMFrame;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeFrame;
-import edu.uci.ics.hyracks.storage.am.rtree.impls.EntriesOrder;
-import edu.uci.ics.hyracks.storage.am.rtree.impls.RTreeSplitKey;
-import edu.uci.ics.hyracks.storage.am.rtree.impls.Rectangle;
-import edu.uci.ics.hyracks.storage.am.rtree.impls.TupleEntryArrayList;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreePolicy;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.UnorderedSlotManager;
-import edu.uci.ics.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
 
 public abstract class RTreeNSMFrame extends TreeIndexNSMFrame implements IRTreeFrame {
     protected static final int pageNsnOff = smFlagOff + 1;
@@ -37,33 +33,27 @@
 
     protected ITreeIndexTupleReference[] tuples;
     protected ITreeIndexTupleReference cmpFrameTuple;
-    protected TupleEntryArrayList tupleEntries1; // used for split and checking
-                                                 // enlargement
-    protected TupleEntryArrayList tupleEntries2; // used for split
 
-    protected Rectangle[] rec;
-
-    protected static final double splitFactor = 0.4;
-    protected static final int nearMinimumOverlapFactor = 32;
     private static final double doubleEpsilon = computeDoubleEpsilon();
-    private static final int numTuplesEntries = 100;
     protected final IPrimitiveValueProvider[] keyValueProviders;
 
-    public RTreeNSMFrame(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders) {
+    protected IRTreePolicy rtreePolicy;
+
+    public RTreeNSMFrame(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            RTreePolicyType rtreePolicyType) {
         super(tupleWriter, new UnorderedSlotManager());
         this.tuples = new ITreeIndexTupleReference[keyValueProviders.length];
         for (int i = 0; i < keyValueProviders.length; i++) {
             this.tuples[i] = tupleWriter.createTupleReference();
         }
         cmpFrameTuple = tupleWriter.createTupleReference();
-
-        tupleEntries1 = new TupleEntryArrayList(numTuplesEntries, numTuplesEntries);
-        tupleEntries2 = new TupleEntryArrayList(numTuplesEntries, numTuplesEntries);
-        rec = new Rectangle[4];
-        for (int i = 0; i < 4; i++) {
-            rec[i] = new Rectangle(keyValueProviders.length / 2);
-        }
         this.keyValueProviders = keyValueProviders;
+
+        if (rtreePolicyType == RTreePolicyType.RTREE) {
+            rtreePolicy = new RTreePolicy(tupleWriter, keyValueProviders, cmpFrameTuple, totalFreeSpaceOff);
+        } else {
+            rtreePolicy = new RStarTreePolicy(tupleWriter, keyValueProviders, cmpFrameTuple, totalFreeSpaceOff);
+        }
     }
 
     private static double computeDoubleEpsilon() {
@@ -116,184 +106,17 @@
         buf.putInt(rightPageOff, rightPage);
     }
 
-    protected ITreeIndexTupleReference[] getTuples() {
+    public ITreeIndexTupleReference[] getTuples() {
         return tuples;
     }
 
     @Override
-    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey) throws TreeIndexException {
-        RTreeSplitKey rTreeSplitKey = ((RTreeSplitKey) splitKey);
-        RTreeTypeAwareTupleWriter rTreeTupleWriterLeftFrame = ((RTreeTypeAwareTupleWriter) tupleWriter);
-        RTreeTypeAwareTupleWriter rTreeTupleWriterRightFrame = ((RTreeTypeAwareTupleWriter) rightFrame.getTupleWriter());
-
-        // calculations are based on the R*-tree paper
-        int m = (int) Math.floor((getTupleCount() + 1) * splitFactor);
-        int splitDistribution = getTupleCount() - (2 * m) + 2;
-
-        // to calculate the minimum margin in order to pick the split axis
-        double minMargin = Double.MAX_VALUE;
-        int splitAxis = 0, sortOrder = 0;
-
-        int maxFieldPos = keyValueProviders.length / 2;
-        for (int i = 0; i < maxFieldPos; i++) {
-            int j = maxFieldPos + i;
-            for (int k = 0; k < getTupleCount(); ++k) {
-
-                frameTuple.resetByTupleIndex(this, k);
-                double LowerKey = keyValueProviders[i]
-                        .getValue(frameTuple.getFieldData(i), frameTuple.getFieldStart(i));
-                double UpperKey = keyValueProviders[j]
-                        .getValue(frameTuple.getFieldData(j), frameTuple.getFieldStart(j));
-
-                tupleEntries1.add(k, LowerKey);
-                tupleEntries2.add(k, UpperKey);
-            }
-            double LowerKey = keyValueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i));
-            double UpperKey = keyValueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j));
-
-            tupleEntries1.add(-1, LowerKey);
-            tupleEntries2.add(-1, UpperKey);
-
-            tupleEntries1.sort(EntriesOrder.ASCENDING, getTupleCount() + 1);
-            tupleEntries2.sort(EntriesOrder.ASCENDING, getTupleCount() + 1);
-
-            double lowerMargin = 0.0, upperMargin = 0.0;
-            // generate distribution
-            for (int k = 1; k <= splitDistribution; ++k) {
-                int d = m - 1 + k;
-
-                generateDist(tuple, tupleEntries1, rec[0], 0, d);
-                generateDist(tuple, tupleEntries2, rec[1], 0, d);
-                generateDist(tuple, tupleEntries1, rec[2], d, getTupleCount() + 1);
-                generateDist(tuple, tupleEntries2, rec[3], d, getTupleCount() + 1);
-
-                // calculate the margin of the distributions
-                lowerMargin += rec[0].margin() + rec[2].margin();
-                upperMargin += rec[1].margin() + rec[3].margin();
-            }
-            double margin = Math.min(lowerMargin, upperMargin);
-
-            // store minimum margin as split axis
-            if (margin < minMargin) {
-                minMargin = margin;
-                splitAxis = i;
-                sortOrder = (lowerMargin < upperMargin) ? 0 : 2;
-            }
-
-            tupleEntries1.clear();
-            tupleEntries2.clear();
-        }
-
-        for (int i = 0; i < getTupleCount(); ++i) {
-            frameTuple.resetByTupleIndex(this, i);
-            double key = keyValueProviders[splitAxis + sortOrder].getValue(
-                    frameTuple.getFieldData(splitAxis + sortOrder), frameTuple.getFieldStart(splitAxis + sortOrder));
-            tupleEntries1.add(i, key);
-        }
-        double key = keyValueProviders[splitAxis + sortOrder].getValue(tuple.getFieldData(splitAxis + sortOrder),
-                tuple.getFieldStart(splitAxis + sortOrder));
-        tupleEntries1.add(-1, key);
-        tupleEntries1.sort(EntriesOrder.ASCENDING, getTupleCount() + 1);
-
-        double minArea = Double.MAX_VALUE;
-        double minOverlap = Double.MAX_VALUE;
-        int splitPoint = 0;
-        for (int i = 1; i <= splitDistribution; ++i) {
-            int d = m - 1 + i;
-
-            generateDist(tuple, tupleEntries1, rec[0], 0, d);
-            generateDist(tuple, tupleEntries1, rec[2], d, getTupleCount() + 1);
-
-            double overlap = rec[0].overlappedArea(rec[2]);
-            if (overlap < minOverlap) {
-                splitPoint = d;
-                minOverlap = overlap;
-                minArea = rec[0].area() + rec[2].area();
-            } else if (overlap == minOverlap) {
-                double area = rec[0].area() + rec[2].area();
-                if (area < minArea) {
-                    splitPoint = d;
-                    minArea = area;
-                }
-            }
-        }
-        int startIndex, endIndex;
-        if (splitPoint < (getTupleCount() + 1) / 2) {
-            startIndex = 0;
-            endIndex = splitPoint;
-        } else {
-            startIndex = splitPoint;
-            endIndex = (getTupleCount() + 1);
-        }
-        boolean tupleInserted = false;
-        int totalBytes = 0, numOfDeletedTuples = 0;
-        for (int i = startIndex; i < endIndex; i++) {
-            if (tupleEntries1.get(i).getTupleIndex() != -1) {
-                frameTuple.resetByTupleIndex(this, tupleEntries1.get(i).getTupleIndex());
-                rightFrame.insert(frameTuple, -1);
-                ((UnorderedSlotManager) slotManager).modifySlot(
-                        slotManager.getSlotOff(tupleEntries1.get(i).getTupleIndex()), -1);
-                totalBytes += getTupleSize(frameTuple);
-                numOfDeletedTuples++;
-            } else {
-                rightFrame.insert(tuple, -1);
-                tupleInserted = true;
-            }
-        }
-
-        ((UnorderedSlotManager) slotManager).deleteEmptySlots();
-
-        // maintain space information
-        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + totalBytes
-                + (slotManager.getSlotSize() * numOfDeletedTuples));
-
-        // compact both pages
-        rightFrame.compact();
-        compact();
-
-        if (!tupleInserted) {
-            insert(tuple, -1);
-        }
-
-        int tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
-        frameTuple.resetByTupleOffset(buf, tupleOff);
-        int splitKeySize = tupleWriter.bytesRequired(frameTuple, 0, keyValueProviders.length);
-
-        splitKey.initData(splitKeySize);
-        this.adjustMBR();
-        rTreeTupleWriterLeftFrame.writeTupleFields(getTuples(), 0, rTreeSplitKey.getLeftPageBuffer(), 0);
-        rTreeSplitKey.getLeftTuple().resetByTupleOffset(rTreeSplitKey.getLeftPageBuffer(), 0);
-
-        ((IRTreeFrame) rightFrame).adjustMBR();
-        rTreeTupleWriterRightFrame.writeTupleFields(((RTreeNSMFrame) rightFrame).getTuples(), 0,
-                rTreeSplitKey.getRightPageBuffer(), 0);
-        rTreeSplitKey.getRightTuple().resetByTupleOffset(rTreeSplitKey.getRightPageBuffer(), 0);
-
-        tupleEntries1.clear();
-        tupleEntries2.clear();
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey) {
+        rtreePolicy.split(this, buf, rightFrame, slotManager, frameTuple, tuple, splitKey);
     }
 
     abstract public int getTupleSize(ITupleReference tuple);
 
-    public void generateDist(ITupleReference tuple, TupleEntryArrayList entries, Rectangle rec, int start, int end) {
-        int j = 0;
-        while (entries.get(j).getTupleIndex() == -1) {
-            j++;
-        }
-        frameTuple.resetByTupleIndex(this, entries.get(j).getTupleIndex());
-        rec.set(frameTuple, keyValueProviders);
-        for (int i = start; i < end; ++i) {
-            if (i != j) {
-                if (entries.get(i).getTupleIndex() != -1) {
-                    frameTuple.resetByTupleIndex(this, entries.get(i).getTupleIndex());
-                    rec.enlarge(frameTuple, keyValueProviders);
-                } else {
-                    rec.enlarge(tuple, keyValueProviders);
-                }
-            }
-        }
-    }
-
     public void adjustMBRImpl(ITreeIndexTupleReference[] tuples) {
         int maxFieldPos = keyValueProviders.length / 2;
         for (int i = 1; i < getTupleCount(); i++) {
@@ -328,6 +151,11 @@
 
     @Override
     public int getPageHeaderSize() {
-        return rightPageOff;
+        return rightPageOff + 4;
+    }
+
+    @Override
+    public void setMultiComparator(MultiComparator cmp) {
+        // currently, R-Tree Frames are unsorted
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrame.java
index 63387ef..5ab9632 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrame.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrame.java
@@ -31,7 +31,6 @@
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.SlotOffTupleOff;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
-import edu.uci.ics.hyracks.storage.am.rtree.impls.EntriesOrder;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.PathList;
 
 public class RTreeNSMInteriorFrame extends RTreeNSMFrame implements IRTreeInteriorFrame {
@@ -41,109 +40,24 @@
             .createBinaryComparator();
     private final int keyFieldCount;
 
-    public RTreeNSMInteriorFrame(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders) {
-        super(tupleWriter, keyValueProviders);
+    public RTreeNSMInteriorFrame(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            RTreePolicyType rtreePolicyType) {
+        super(tupleWriter, keyValueProviders, rtreePolicyType);
         keyFieldCount = keyValueProviders.length;
         frameTuple.setFieldCount(keyFieldCount);
     }
 
     @Override
-    public boolean findBestChild(ITupleReference tuple, MultiComparator cmp) {
-        cmpFrameTuple.setFieldCount(cmp.getKeyFieldCount());
-        frameTuple.setFieldCount(cmp.getKeyFieldCount());
-
-        int bestChild = 0;
-        double minEnlargedArea = Double.MAX_VALUE;
-
-        // the children pointers in the node point to leaves
-        if (getLevel() == 1) {
-            // find least overlap enlargement, use minimum enlarged area to
-            // break tie, if tie still exists use minimum area to break it
-            for (int i = 0; i < getTupleCount(); ++i) {
-                frameTuple.resetByTupleIndex(this, i);
-                double enlargedArea = enlargedArea(frameTuple, tuple, cmp);
-                tupleEntries1.add(i, enlargedArea);
-                if (enlargedArea < minEnlargedArea) {
-                    minEnlargedArea = enlargedArea;
-                    bestChild = i;
-                }
-            }
-            if (minEnlargedArea < RTreeNSMFrame.doubleEpsilon() || minEnlargedArea > RTreeNSMFrame.doubleEpsilon()) {
-                minEnlargedArea = Double.MAX_VALUE;
-                int k;
-                if (getTupleCount() > nearMinimumOverlapFactor) {
-                    // sort the entries based on their area enlargement needed
-                    // to include the object
-                    tupleEntries1.sort(EntriesOrder.ASCENDING, getTupleCount());
-                    k = nearMinimumOverlapFactor;
-                } else {
-                    k = getTupleCount();
-                }
-
-                double minOverlap = Double.MAX_VALUE;
-                int id = 0;
-                for (int i = 0; i < k; ++i) {
-                    double difference = 0.0;
-                    for (int j = 0; j < getTupleCount(); ++j) {
-                        frameTuple.resetByTupleIndex(this, j);
-                        cmpFrameTuple.resetByTupleIndex(this, tupleEntries1.get(i).getTupleIndex());
-
-                        int c = pointerCmp(frameTuple, cmpFrameTuple, cmp);
-                        if (c != 0) {
-                            double intersection = overlappedArea(frameTuple, tuple, cmpFrameTuple, cmp);
-                            if (intersection != 0.0) {
-                                difference += intersection - overlappedArea(frameTuple, null, cmpFrameTuple, cmp);
-                            }
-                        } else {
-                            id = j;
-                        }
-                    }
-
-                    double enlargedArea = enlargedArea(cmpFrameTuple, tuple, cmp);
-                    if (difference < minOverlap) {
-                        minOverlap = difference;
-                        minEnlargedArea = enlargedArea;
-                        bestChild = id;
-                    } else if (difference == minOverlap) {
-                        if (enlargedArea < minEnlargedArea) {
-                            minEnlargedArea = enlargedArea;
-                            bestChild = id;
-                        } else if (enlargedArea == minEnlargedArea) {
-                            double area = area(cmpFrameTuple, cmp);
-                            frameTuple.resetByTupleIndex(this, bestChild);
-                            double minArea = area(frameTuple, cmp);
-                            if (area < minArea) {
-                                bestChild = id;
-                            }
-                        }
-                    }
-                }
-            }
-        } else { // find minimum enlarged area, use minimum area to break tie
-            for (int i = 0; i < getTupleCount(); i++) {
-                frameTuple.resetByTupleIndex(this, i);
-                double enlargedArea = enlargedArea(frameTuple, tuple, cmp);
-                if (enlargedArea < minEnlargedArea) {
-                    minEnlargedArea = enlargedArea;
-                    bestChild = i;
-                } else if (enlargedArea == minEnlargedArea) {
-                    double area = area(frameTuple, cmp);
-                    frameTuple.resetByTupleIndex(this, bestChild);
-                    double minArea = area(frameTuple, cmp);
-                    if (area < minArea) {
-                        bestChild = i;
-                    }
-                }
-            }
-        }
-        tupleEntries1.clear();
-
+    public int findBestChild(ITupleReference tuple, MultiComparator cmp) {
+        int bestChild = rtreePolicy.findBestChildPosition(this, tuple, frameTuple, cmp);
         frameTuple.resetByTupleIndex(this, bestChild);
-        if (minEnlargedArea > 0.0) {
-            return true;
-        } else {
-            return false;
-        }
+        return buf.getInt(getChildPointerOff(frameTuple));
+    }
+
+    // frameTuple is assumed to have the tuple to be tested against.
+    @Override
+    public boolean checkIfEnlarementIsNeeded(ITupleReference tuple, MultiComparator cmp) {
+        return !RTreeComputationUtils.containsRegion(frameTuple, tuple, cmp, keyValueProviders);
     }
 
     @Override
@@ -154,11 +68,6 @@
     }
 
     @Override
-    public int getBestChildPageId() {
-        return buf.getInt(getChildPointerOff(frameTuple));
-    }
-
-    @Override
     public int findTupleByPointer(ITupleReference tuple, MultiComparator cmp) {
         frameTuple.setFieldCount(cmp.getKeyFieldCount());
         for (int i = 0; i < getTupleCount(); i++) {
@@ -279,7 +188,7 @@
 
     }
 
-    private int pointerCmp(ITupleReference tupleA, ITupleReference tupleB, MultiComparator cmp) {
+    protected int pointerCmp(ITupleReference tupleA, ITupleReference tupleB, MultiComparator cmp) {
         return childPtrCmp
                 .compare(tupleA.getFieldData(cmp.getKeyFieldCount() - 1), getChildPointerOff(tupleA), childPtrSize,
                         tupleB.getFieldData(cmp.getKeyFieldCount() - 1), getChildPointerOff(tupleB), childPtrSize);
@@ -330,143 +239,6 @@
     }
 
     @Override
-    public boolean recomputeMBR(ITupleReference tuple, int tupleIndex, MultiComparator cmp) {
-        frameTuple.setFieldCount(cmp.getKeyFieldCount());
-        frameTuple.resetByTupleIndex(this, tupleIndex);
-
-        int maxFieldPos = cmp.getKeyFieldCount() / 2;
-        for (int i = 0; i < maxFieldPos; i++) {
-            int j = maxFieldPos + i;
-            int c = cmp.getComparators()[i].compare(frameTuple.getFieldData(i), frameTuple.getFieldStart(i),
-                    frameTuple.getFieldLength(i), tuple.getFieldData(i), tuple.getFieldStart(i),
-                    tuple.getFieldLength(i));
-            if (c != 0) {
-                return true;
-            }
-            c = cmp.getComparators()[j].compare(frameTuple.getFieldData(j), frameTuple.getFieldStart(j),
-                    frameTuple.getFieldLength(j), tuple.getFieldData(j), tuple.getFieldStart(j),
-                    tuple.getFieldLength(j));
-
-            if (c != 0) {
-                return true;
-            }
-        }
-        return false;
-    }
-
-    private double overlappedArea(ITupleReference tuple1, ITupleReference tupleToBeInserted, ITupleReference tuple2,
-            MultiComparator cmp) {
-        double area = 1.0;
-        double f1, f2;
-
-        int maxFieldPos = cmp.getKeyFieldCount() / 2;
-        for (int i = 0; i < maxFieldPos; i++) {
-            int j = maxFieldPos + i;
-            double pHigh1, pLow1;
-            if (tupleToBeInserted != null) {
-                int c = cmp.getComparators()[i].compare(tuple1.getFieldData(i), tuple1.getFieldStart(i),
-                        tuple1.getFieldLength(i), tupleToBeInserted.getFieldData(i),
-                        tupleToBeInserted.getFieldStart(i), tupleToBeInserted.getFieldLength(i));
-                if (c < 0) {
-                    pLow1 = keyValueProviders[i].getValue(tuple1.getFieldData(i), tuple1.getFieldStart(i));
-                } else {
-                    pLow1 = keyValueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
-                            tupleToBeInserted.getFieldStart(i));
-                }
-
-                c = cmp.getComparators()[j].compare(tuple1.getFieldData(j), tuple1.getFieldStart(j),
-                        tuple1.getFieldLength(j), tupleToBeInserted.getFieldData(j),
-                        tupleToBeInserted.getFieldStart(j), tupleToBeInserted.getFieldLength(j));
-                if (c > 0) {
-                    pHigh1 = keyValueProviders[j].getValue(tuple1.getFieldData(j), tuple1.getFieldStart(j));
-                } else {
-                    pHigh1 = keyValueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
-                            tupleToBeInserted.getFieldStart(j));
-                }
-            } else {
-                pLow1 = keyValueProviders[i].getValue(tuple1.getFieldData(i), tuple1.getFieldStart(i));
-                pHigh1 = keyValueProviders[j].getValue(tuple1.getFieldData(j), tuple1.getFieldStart(j));
-            }
-
-            double pLow2 = keyValueProviders[i].getValue(tuple2.getFieldData(i), tuple2.getFieldStart(i));
-            double pHigh2 = keyValueProviders[j].getValue(tuple2.getFieldData(j), tuple2.getFieldStart(j));
-
-            if (pLow1 > pHigh2 || pHigh1 < pLow2) {
-                return 0.0;
-            }
-
-            f1 = Math.max(pLow1, pLow2);
-            f2 = Math.min(pHigh1, pHigh2);
-            area *= f2 - f1;
-        }
-        return area;
-    }
-
-    private double enlargedArea(ITupleReference tuple, ITupleReference tupleToBeInserted, MultiComparator cmp) {
-        double areaBeforeEnlarge = area(tuple, cmp);
-        double areaAfterEnlarge = 1.0;
-
-        int maxFieldPos = cmp.getKeyFieldCount() / 2;
-        for (int i = 0; i < maxFieldPos; i++) {
-            int j = maxFieldPos + i;
-            double pHigh, pLow;
-            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
-                    tuple.getFieldLength(i), tupleToBeInserted.getFieldData(i), tupleToBeInserted.getFieldStart(i),
-                    tupleToBeInserted.getFieldLength(i));
-            if (c < 0) {
-                pLow = keyValueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i));
-            } else {
-                pLow = keyValueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
-                        tupleToBeInserted.getFieldStart(i));
-            }
-
-            c = cmp.getComparators()[j].compare(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j),
-                    tupleToBeInserted.getFieldData(j), tupleToBeInserted.getFieldStart(j),
-                    tupleToBeInserted.getFieldLength(j));
-            if (c > 0) {
-                pHigh = keyValueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j));
-            } else {
-                pHigh = keyValueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
-                        tupleToBeInserted.getFieldStart(j));
-            }
-            areaAfterEnlarge *= pHigh - pLow;
-        }
-        return areaAfterEnlarge - areaBeforeEnlarge;
-    }
-
-    private double area(ITupleReference tuple, MultiComparator cmp) {
-        double area = 1.0;
-        int maxFieldPos = cmp.getKeyFieldCount() / 2;
-        for (int i = 0; i < maxFieldPos; i++) {
-            int j = maxFieldPos + i;
-            area *= keyValueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j))
-                    - keyValueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i));
-        }
-        return area;
-    }
-
-    @Override
-    public boolean checkEnlargement(ITupleReference tuple, MultiComparator cmp) {
-        int maxFieldPos = cmp.getKeyFieldCount() / 2;
-        for (int i = 0; i < maxFieldPos; i++) {
-            int j = maxFieldPos + i;
-            int c = cmp.getComparators()[i].compare(frameTuple.getFieldData(i), frameTuple.getFieldStart(i),
-                    frameTuple.getFieldLength(i), tuple.getFieldData(i), tuple.getFieldStart(i),
-                    tuple.getFieldLength(i));
-            if (c > 0) {
-                return true;
-            }
-            c = cmp.getComparators()[j].compare(frameTuple.getFieldData(j), frameTuple.getFieldStart(j),
-                    frameTuple.getFieldLength(j), tuple.getFieldData(j), tuple.getFieldStart(j),
-                    tuple.getFieldLength(j));
-            if (c < 0) {
-                return true;
-            }
-        }
-        return false;
-    }
-
-    @Override
     public void enlarge(ITupleReference tuple, MultiComparator cmp) {
         int maxFieldPos = cmp.getKeyFieldCount() / 2;
         for (int i = 0; i < maxFieldPos; i++) {
@@ -509,4 +281,8 @@
     public int getFieldCount() {
         return keyValueProviders.length;
     }
+
+    public int getChildPointerSize() {
+        return childPtrSize;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrameFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrameFactory.java
index 943a179..fdb0e0a 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrameFactory.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrameFactory.java
@@ -26,13 +26,16 @@
     private static final long serialVersionUID = 1L;
     private final ITreeIndexTupleWriterFactory tupleWriterFactory;
     private final IPrimitiveValueProviderFactory[] keyValueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
 
-    public RTreeNSMInteriorFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory, IPrimitiveValueProviderFactory[] keyValueProviderFactories) {
+    public RTreeNSMInteriorFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory,
+            IPrimitiveValueProviderFactory[] keyValueProviderFactories, RTreePolicyType rtreePolicyType) {
         this.tupleWriterFactory = tupleWriterFactory;
         if (keyValueProviderFactories.length % 2 != 0) {
             throw new IllegalArgumentException("The key has different number of dimensions.");
         }
         this.keyValueProviderFactories = keyValueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
     }
 
     @Override
@@ -41,11 +44,11 @@
         for (int i = 0; i < keyValueProviders.length; i++) {
             keyValueProviders[i] = keyValueProviderFactories[i].createPrimitiveValueProvider();
         }
-        return new RTreeNSMInteriorFrame(tupleWriterFactory.createTupleWriter(), keyValueProviders);
+        return new RTreeNSMInteriorFrame(tupleWriterFactory.createTupleWriter(), keyValueProviders, rtreePolicyType);
     }
 
-	@Override
-	public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
-		return tupleWriterFactory;
-	}
+    @Override
+    public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
+        return tupleWriterFactory;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrame.java
index f1d71ff..d52ef16 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrame.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrame.java
@@ -24,8 +24,9 @@
 
 public class RTreeNSMLeafFrame extends RTreeNSMFrame implements IRTreeLeafFrame {
 
-    public RTreeNSMLeafFrame(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders) {
-        super(tupleWriter, keyValueProviders);
+    public RTreeNSMLeafFrame(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            RTreePolicyType rtreePolicyType) {
+        super(tupleWriter, keyValueProviders, rtreePolicyType);
     }
 
     @Override
@@ -96,4 +97,19 @@
     public int getFieldCount() {
         return frameTuple.getFieldCount();
     }
+
+    public ITupleReference getBeforeTuple(ITupleReference tuple, int targetTupleIndex, MultiComparator cmp) {
+        // Examine the tuple index to determine whether it is valid or not.
+        if (targetTupleIndex != slotManager.getGreatestKeyIndicator()) {
+            // We need to check the key to determine whether it's an insert or an update.
+            frameTuple.resetByTupleIndex(this, targetTupleIndex);
+            if (cmp.compare(tuple, frameTuple) == 0) {
+                // The keys match, it's an update.
+                return frameTuple;
+            }
+        }
+        // Either the tuple index is a special indicator, or the keys don't match.
+        // In those cases, we are definitely dealing with an insert.
+        return null;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrameFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrameFactory.java
index e31148f..b4d382b 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrameFactory.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrameFactory.java
@@ -26,13 +26,16 @@
     private static final long serialVersionUID = 1L;
     private final ITreeIndexTupleWriterFactory tupleWriterFactory;
     private final IPrimitiveValueProviderFactory[] keyValueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
 
-    public RTreeNSMLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory, IPrimitiveValueProviderFactory[] keyValueProviderFactories) {
+    public RTreeNSMLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory,
+            IPrimitiveValueProviderFactory[] keyValueProviderFactories, RTreePolicyType rtreePolicyType) {
         this.tupleWriterFactory = tupleWriterFactory;
         if (keyValueProviderFactories.length % 2 != 0) {
             throw new IllegalArgumentException("The key has different number of dimensions.");
         }
         this.keyValueProviderFactories = keyValueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
     }
 
     @Override
@@ -41,11 +44,11 @@
         for (int i = 0; i < keyValueProviders.length; i++) {
             keyValueProviders[i] = keyValueProviderFactories[i].createPrimitiveValueProvider();
         }
-        return new RTreeNSMLeafFrame(tupleWriterFactory.createTupleWriter(), keyValueProviders);
+        return new RTreeNSMLeafFrame(tupleWriterFactory.createTupleWriter(), keyValueProviders, rtreePolicyType);
     }
 
-	@Override
-	public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
-		return tupleWriterFactory;
-	}
+    @Override
+    public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
+        return tupleWriterFactory;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreePolicy.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreePolicy.java
new file mode 100644
index 0000000..9d94794
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreePolicy.java
@@ -0,0 +1,232 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.rtree.frames;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.ISlotManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ISplitKey;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreePolicy;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTreeSplitKey;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.Rectangle;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.UnorderedSlotManager;
+import edu.uci.ics.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
+
+public class RTreePolicy implements IRTreePolicy {
+
+    private Rectangle[] rec;
+
+    private final ITreeIndexTupleWriter tupleWriter;
+    private final IPrimitiveValueProvider[] keyValueProviders;
+    private ITreeIndexTupleReference cmpFrameTuple;
+    private final int totalFreeSpaceOff;
+
+    public RTreePolicy(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            ITreeIndexTupleReference cmpFrameTuple, int totalFreeSpaceOff) {
+        this.tupleWriter = tupleWriter;
+        this.keyValueProviders = keyValueProviders;
+        this.cmpFrameTuple = cmpFrameTuple;
+        this.totalFreeSpaceOff = totalFreeSpaceOff;
+
+        rec = new Rectangle[2];
+        for (int i = 0; i < 2; i++) {
+            rec[i] = new Rectangle(keyValueProviders.length / 2);
+        }
+    }
+
+    @Override
+    public void split(ITreeIndexFrame leftFrame, ByteBuffer buf, ITreeIndexFrame rightFrame, ISlotManager slotManager,
+            ITreeIndexTupleReference frameTuple, ITupleReference tuple, ISplitKey splitKey) {
+        RTreeSplitKey rTreeSplitKey = ((RTreeSplitKey) splitKey);
+        RTreeTypeAwareTupleWriter rTreeTupleWriterLeftFrame = ((RTreeTypeAwareTupleWriter) tupleWriter);
+        RTreeTypeAwareTupleWriter rTreeTupleWriterRightFrame = ((RTreeTypeAwareTupleWriter) rightFrame.getTupleWriter());
+
+        RTreeNSMFrame leftRTreeFrame = ((RTreeNSMFrame) leftFrame);
+
+        double separation = Double.NEGATIVE_INFINITY;
+        int seed1 = 0, seed2 = 0;
+        int maxFieldPos = keyValueProviders.length / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            frameTuple.resetByTupleIndex(leftRTreeFrame, 0);
+            double leastLowerValue = keyValueProviders[i].getValue(frameTuple.getFieldData(i),
+                    frameTuple.getFieldStart(i));
+            double greatestUpperValue = keyValueProviders[j].getValue(frameTuple.getFieldData(j),
+                    frameTuple.getFieldStart(j));
+            double leastUpperValue = leastLowerValue;
+            double greatestLowerValue = greatestUpperValue;
+            int leastUpperIndex = 0;
+            int greatestLowerIndex = 0;
+            double width;
+
+            int tupleCount = leftRTreeFrame.getTupleCount();
+            for (int k = 1; k < tupleCount; ++k) {
+                frameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                double lowerValue = keyValueProviders[i].getValue(frameTuple.getFieldData(i),
+                        frameTuple.getFieldStart(i));
+                if (lowerValue > greatestLowerValue) {
+                    greatestLowerIndex = k;
+                    cmpFrameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                    greatestLowerValue = keyValueProviders[i].getValue(cmpFrameTuple.getFieldData(i),
+                            cmpFrameTuple.getFieldStart(i));
+                }
+                double higherValue = keyValueProviders[j].getValue(frameTuple.getFieldData(j),
+                        frameTuple.getFieldStart(j));
+                if (higherValue < leastUpperValue) {
+                    leastUpperIndex = k;
+                    cmpFrameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                    leastUpperValue = keyValueProviders[j].getValue(cmpFrameTuple.getFieldData(j),
+                            cmpFrameTuple.getFieldStart(j));
+                }
+
+                leastLowerValue = Math.min(lowerValue, leastLowerValue);
+                greatestUpperValue = Math.max(higherValue, greatestUpperValue);
+            }
+
+            width = greatestUpperValue - leastLowerValue;
+            if (width <= 0) {
+                width = 1;
+            }
+
+            double f = (greatestLowerValue - leastUpperValue) / width;
+
+            if (f > separation) {
+                seed1 = leastUpperIndex;
+                seed2 = greatestLowerIndex;
+                separation = f;
+            }
+        }
+
+        if (seed1 == seed2) {
+            if (seed1 == 0) {
+                seed2 = 1;
+            } else {
+                --seed2;
+            }
+        }
+
+        int totalBytes = 0, numOfDeletedTuples = 0;
+
+        frameTuple.resetByTupleIndex(leftRTreeFrame, seed1);
+        rec[0].set(frameTuple, keyValueProviders);
+        rightFrame.insert(frameTuple, -1);
+        ((UnorderedSlotManager) slotManager).modifySlot(slotManager.getSlotOff(seed1), -1);
+        totalBytes += leftRTreeFrame.getTupleSize(frameTuple);
+        numOfDeletedTuples++;
+
+        frameTuple.resetByTupleIndex(leftRTreeFrame, seed2);
+        rec[1].set(frameTuple, keyValueProviders);
+
+        int remainingTuplestoBeInsertedInRightFrame;
+        for (int k = 0; k < leftRTreeFrame.getTupleCount(); ++k) {
+            remainingTuplestoBeInsertedInRightFrame = leftRTreeFrame.getTupleCount() / 2 - rightFrame.getTupleCount();
+            if (remainingTuplestoBeInsertedInRightFrame == 0) {
+                break;
+            }
+            if (k != seed1 && k != seed2) {
+                frameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                if (rec[0].enlargedArea(frameTuple, keyValueProviders) < rec[1].enlargedArea(frameTuple,
+                        keyValueProviders)
+                        || leftRTreeFrame.getTupleCount() - k <= remainingTuplestoBeInsertedInRightFrame) {
+                    rightFrame.insert(frameTuple, -1);
+                    rec[0].enlarge(frameTuple, keyValueProviders);
+                    ((UnorderedSlotManager) slotManager).modifySlot(slotManager.getSlotOff(k), -1);
+                    totalBytes += leftRTreeFrame.getTupleSize(frameTuple);
+                    numOfDeletedTuples++;
+                } else {
+                    rec[1].enlarge(frameTuple, keyValueProviders);
+                }
+            }
+
+        }
+
+        ((UnorderedSlotManager) slotManager).deleteEmptySlots();
+
+        // maintain space information
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + totalBytes
+                + (slotManager.getSlotSize() * numOfDeletedTuples));
+
+        // compact both pages
+        rightFrame.compact();
+        leftRTreeFrame.compact();
+
+        // The assumption here is that the new tuple cannot be larger than page
+        // size, thus it must fit in either pages.
+        if (rec[0].enlargedArea(tuple, keyValueProviders) < rec[1].enlargedArea(tuple, keyValueProviders)) {
+            if (rightFrame.hasSpaceInsert(tuple) == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+                rightFrame.insert(tuple, -1);
+            } else {
+                leftRTreeFrame.insert(tuple, -1);
+            }
+        } else if (leftRTreeFrame.hasSpaceInsert(tuple) == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+            leftRTreeFrame.insert(tuple, -1);
+        } else {
+            rightFrame.insert(tuple, -1);
+        }
+
+        int tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int splitKeySize = tupleWriter.bytesRequired(frameTuple, 0, keyValueProviders.length);
+
+        splitKey.initData(splitKeySize);
+        leftRTreeFrame.adjustMBR();
+        rTreeTupleWriterLeftFrame.writeTupleFields(leftRTreeFrame.getTuples(), 0, rTreeSplitKey.getLeftPageBuffer(), 0);
+        rTreeSplitKey.getLeftTuple().resetByTupleOffset(rTreeSplitKey.getLeftPageBuffer(), 0);
+
+        ((IRTreeFrame) rightFrame).adjustMBR();
+        rTreeTupleWriterRightFrame.writeTupleFields(((RTreeNSMFrame) rightFrame).getTuples(), 0,
+                rTreeSplitKey.getRightPageBuffer(), 0);
+        rTreeSplitKey.getRightTuple().resetByTupleOffset(rTreeSplitKey.getRightPageBuffer(), 0);
+    }
+
+    @Override
+    public int findBestChildPosition(ITreeIndexFrame frame, ITupleReference tuple, ITreeIndexTupleReference frameTuple,
+            MultiComparator cmp) {
+        cmpFrameTuple.setFieldCount(cmp.getKeyFieldCount());
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+
+        int bestChild = 0;
+        double minEnlargedArea = Double.MAX_VALUE;
+
+        // find minimum enlarged area, use minimum area to break tie
+        for (int i = 0; i < frame.getTupleCount(); i++) {
+            frameTuple.resetByTupleIndex(frame, i);
+            double enlargedArea = RTreeComputationUtils.enlargedArea(frameTuple, tuple, cmp, keyValueProviders);
+            if (enlargedArea < minEnlargedArea) {
+                minEnlargedArea = enlargedArea;
+                bestChild = i;
+            } else if (enlargedArea == minEnlargedArea) {
+                double area = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                frameTuple.resetByTupleIndex(frame, bestChild);
+                double minArea = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                if (area < minArea) {
+                    bestChild = i;
+                }
+            }
+        }
+
+        return bestChild;
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreePolicyType.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreePolicyType.java
new file mode 100644
index 0000000..712c424
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/frames/RTreePolicyType.java
@@ -0,0 +1,20 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.rtree.frames;
+
+public enum RTreePolicyType {
+    RTREE, RSTARTREE
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTree.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTree.java
index cc3cf5b..c12dc50 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTree.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTree.java
@@ -15,88 +15,64 @@
 
 package edu.uci.ics.hyracks.storage.am.rtree.impls;
 
+import java.nio.ByteBuffer;
 import java.util.ArrayList;
 import java.util.concurrent.atomic.AtomicLong;
-import java.util.concurrent.locks.ReadWriteLock;
-import java.util.concurrent.locks.ReentrantReadWriteLock;
 
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
-import edu.uci.ics.hyracks.storage.am.common.impls.TreeDiskOrderScanCursor;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.impls.AbstractTreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.impls.NodeFrontier;
+import edu.uci.ics.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.common.util.TreeIndexUtils;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeFrame;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMFrame;
 import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
-public class RTree implements ITreeIndex {
-
-    private final int rootPage = 1;
+public class RTree extends AbstractTreeIndex {
 
     // Global node sequence number used for the concurrency control protocol
     private final AtomicLong globalNsn;
-    private final ReadWriteLock treeLatch;
 
-    private final IFreePageManager freePageManager;
-    private final IBufferCache bufferCache;
-    private int fileId;
-
-    private final ITreeIndexFrameFactory interiorFrameFactory;
-    private final ITreeIndexFrameFactory leafFrameFactory;
-    private final int fieldCount;
-    private final IBinaryComparatorFactory[] cmpFactories;
-
-    public RTree(IBufferCache bufferCache, int fieldCount, IBinaryComparatorFactory[] cmpFactories,
-            IFreePageManager freePageManager, ITreeIndexFrameFactory interiorFrameFactory,
-            ITreeIndexFrameFactory leafFrameFactory) {
-        this.bufferCache = bufferCache;
-        this.fieldCount = fieldCount;
-        this.cmpFactories = cmpFactories;
-        this.freePageManager = freePageManager;
-        this.interiorFrameFactory = interiorFrameFactory;
-        this.leafFrameFactory = leafFrameFactory;
+    public RTree(IBufferCache bufferCache, IFileMapProvider fileMapProvider, IFreePageManager freePageManager,
+            ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexFrameFactory leafFrameFactory,
+            IBinaryComparatorFactory[] cmpFactories, int fieldCount, FileReference file) {
+        super(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory, cmpFactories,
+                fieldCount, file);
         globalNsn = new AtomicLong();
-        this.treeLatch = new ReentrantReadWriteLock(true);
     }
 
     private long incrementGlobalNsn() {
         return globalNsn.incrementAndGet();
     }
 
-    public byte getTreeHeight(IRTreeLeafFrame leafFrame) throws HyracksDataException {
-        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), false);
-        rootNode.acquireReadLatch();
-        try {
-            leafFrame.setPage(rootNode);
-            return leafFrame.getLevel();
-        } finally {
-            rootNode.releaseReadLatch();
-            bufferCache.unpin(rootNode);
-        }
-    }
-
     @SuppressWarnings("rawtypes")
     public String printTree(IRTreeLeafFrame leafFrame, IRTreeInteriorFrame interiorFrame,
             ISerializerDeserializer[] keySerdes) throws Exception {
@@ -162,66 +138,21 @@
         }
     }
 
-    @Override
-    public void create(int fileId) throws HyracksDataException {
-        treeLatch.writeLock().lock();
-        try {
-            ITreeIndexFrame leafFrame = leafFrameFactory.createFrame();
-            ITreeIndexMetaDataFrame metaFrame = freePageManager.getMetaDataFrameFactory().createFrame();
-            freePageManager.open(fileId);
-            freePageManager.init(metaFrame, rootPage);
-
-            // initialize root page
-            ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), true);
-
-            rootNode.acquireWriteLatch();
-            try {
-                leafFrame.setPage(rootNode);
-                leafFrame.initBuffer((byte) 0);
-            } finally {
-                rootNode.releaseWriteLatch();
-                bufferCache.unpin(rootNode);
-            }
-        } finally {
-            treeLatch.writeLock().unlock();
-        }
-    }
-
-    @Override
-    public void open(int fileId) {
-        this.fileId = fileId;
-        freePageManager.open(fileId);
-    }
-
-    @Override
-    public void close() {
-        fileId = -1;
-        freePageManager.close();
-    }
-
-    @Override
-    public int getFileId() {
-        return fileId;
-    }
-
-    @Override
-    public IBufferCache getBufferCache() {
-        return bufferCache;
-    }
-
-    private RTreeOpContext createOpContext() {
+    private RTreeOpContext createOpContext(IModificationOperationCallback modificationCallback) {
         return new RTreeOpContext((IRTreeLeafFrame) leafFrameFactory.createFrame(),
                 (IRTreeInteriorFrame) interiorFrameFactory.createFrame(), freePageManager.getMetaDataFrameFactory()
-                        .createFrame(), cmpFactories, 8);
+                        .createFrame(), cmpFactories, 8, modificationCallback);
     }
 
-    private void insert(ITupleReference tuple, IIndexOpContext ictx) throws HyracksDataException, TreeIndexException {
+    private void insert(ITupleReference tuple, IIndexOperationContext ictx) throws HyracksDataException,
+            TreeIndexException {
         RTreeOpContext ctx = (RTreeOpContext) ictx;
         ctx.reset();
         ctx.setTuple(tuple);
         ctx.splitKey.reset();
         ctx.splitKey.getLeftTuple().setFieldCount(cmpFactories.length);
         ctx.splitKey.getRightTuple().setFieldCount(cmpFactories.length);
+        ctx.modificationCallback.before(tuple);
 
         int maxFieldPos = cmpFactories.length / 2;
         for (int i = 0; i < maxFieldPos; i++) {
@@ -232,6 +163,7 @@
                 throw new IllegalArgumentException("The low key point has larger coordinates than the high key point.");
             }
         }
+
         try {
             ICachedPage leafNode = findLeaf(ctx);
 
@@ -323,9 +255,9 @@
                 ctx.pathList.add(pageId, pageLsn, -1);
 
                 if (!isLeaf) {
-                    // findBestChild must be called *before* getBestChildPageId
-                    boolean enlarementIsNeeded = ctx.interiorFrame.findBestChild(ctx.getTuple(), ctx.cmp);
-                    int childPageId = ctx.interiorFrame.getBestChildPageId();
+                    // findBestChild must be called *before* checkIfEnlarementIsNeeded
+                    int childPageId = ctx.interiorFrame.findBestChild(ctx.getTuple(), ctx.cmp);
+                    boolean enlarementIsNeeded = ctx.interiorFrame.checkIfEnlarementIsNeeded(ctx.getTuple(), ctx.cmp);
 
                     if (enlarementIsNeeded) {
                         if (!writeLatched) {
@@ -404,6 +336,7 @@
                     if (!isLeaf) {
                         ctx.interiorFrame.insert(tuple, -1);
                     } else {
+                        ctx.modificationCallback.found(null, tuple);
                         ctx.leafFrame.insert(tuple, -1);
                     }
                     succeeded = true;
@@ -428,6 +361,7 @@
                         ctx.interiorFrame.insert(tuple, -1);
                     } else {
                         ctx.leafFrame.compact();
+                        ctx.modificationCallback.found(null, tuple);
                         ctx.leafFrame.insert(tuple, -1);
                     }
                     succeeded = true;
@@ -464,6 +398,7 @@
                         rightFrame.setPage(rightNode);
                         rightFrame.initBuffer((byte) 0);
                         rightFrame.setRightPage(ctx.interiorFrame.getRightPage());
+                        ctx.modificationCallback.found(null, tuple);
                         ctx.leafFrame.split(rightFrame, tuple, ctx.splitKey);
                         ctx.leafFrame.setRightPage(rightPageId);
                     }
@@ -795,12 +730,14 @@
     }
 
     private void deleteTuple(int tupleIndex, RTreeOpContext ctx) throws HyracksDataException {
+        ITupleReference beforeTuple = ctx.leafFrame.getBeforeTuple(ctx.getTuple(), tupleIndex, ctx.cmp);
+        ctx.modificationCallback.found(beforeTuple, ctx.getTuple());
         ctx.leafFrame.delete(tupleIndex, ctx.cmp);
         ctx.leafFrame.setPageLsn(incrementGlobalNsn());
     }
 
     private void search(ITreeIndexCursor cursor, ISearchPredicate searchPred, RTreeOpContext ctx)
-            throws HyracksDataException, TreeIndexException {
+            throws HyracksDataException, IndexException {
         ctx.reset();
         ctx.cursor = cursor;
 
@@ -810,90 +747,18 @@
         ctx.cursor.open(ctx.cursorInitialState, (SearchPredicate) searchPred);
     }
 
-    @Override
-    public ITreeIndexFrameFactory getInteriorFrameFactory() {
-        return interiorFrameFactory;
-    }
-
-    @Override
-    public ITreeIndexFrameFactory getLeafFrameFactory() {
-        return leafFrameFactory;
-    }
-
-    @Override
-    public IBinaryComparatorFactory[] getComparatorFactories() {
-        return cmpFactories;
-    }
-
-    @Override
-    public IFreePageManager getFreePageManager() {
-        return freePageManager;
-    }
-
     private void update(ITupleReference tuple, RTreeOpContext ctx) {
         throw new UnsupportedOperationException("RTree Update not implemented.");
     }
 
-    public boolean isEmptyTree(IRTreeLeafFrame leafFrame) throws HyracksDataException {
-        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), false);
-        rootNode.acquireReadLatch();
-        try {
-            leafFrame.setPage(rootNode);
-            if (leafFrame.getLevel() == 0 && leafFrame.getTupleCount() == 0) {
-                return true;
-            } else {
-                return false;
-            }
-        } finally {
-            rootNode.releaseReadLatch();
-            bufferCache.unpin(rootNode);
-        }
-    }
-
-    public final class BulkLoadContext implements IIndexBulkLoadContext {
-
-        public ITreeIndexAccessor indexAccessor;
-
-        public BulkLoadContext(float fillFactor, IRTreeFrame leafFrame, IRTreeFrame interiorFrame,
-                ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException {
-            indexAccessor = createAccessor();
-        }
-    }
-
-    @Override
-    public IIndexBulkLoadContext beginBulkLoad(float fillFactor) throws HyracksDataException {
-        IRTreeLeafFrame leafFrame = (IRTreeLeafFrame) leafFrameFactory.createFrame();
-        if (!isEmptyTree(leafFrame)) {
-            throw new HyracksDataException("Trying to Bulk-load a non-empty RTree.");
-        }
-
-        BulkLoadContext ctx = new BulkLoadContext(fillFactor, (IRTreeFrame) leafFrameFactory.createFrame(),
-                (IRTreeFrame) interiorFrameFactory.createFrame(), freePageManager.getMetaDataFrameFactory()
-                        .createFrame());
-        return ctx;
-    }
-
-    @Override
-    public void bulkLoadAddTuple(ITupleReference tuple, IIndexBulkLoadContext ictx) throws HyracksDataException {
-        try {
-            ((BulkLoadContext) ictx).indexAccessor.insert(tuple);
-        } catch (Exception e) {
-            throw new HyracksDataException("BulkLoad Error", e);
-        }
-    }
-
-    @Override
-    public void endBulkLoad(IIndexBulkLoadContext ictx) throws HyracksDataException {
-    }
-
     private void diskOrderScan(ITreeIndexCursor icursor, RTreeOpContext ctx) throws HyracksDataException {
-        TreeDiskOrderScanCursor cursor = (TreeDiskOrderScanCursor) icursor;
+        TreeIndexDiskOrderScanCursor cursor = (TreeIndexDiskOrderScanCursor) icursor;
         ctx.reset();
 
         MultiComparator cmp = MultiComparator.create(cmpFactories);
         SearchPredicate searchPred = new SearchPredicate(null, cmp);
 
-        int currentPageId = rootPage + 1;
+        int currentPageId = rootPage;
         int maxPageId = freePageManager.getMaxPage(ctx.metaFrame);
 
         ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), false);
@@ -903,6 +768,7 @@
             cursor.setFileId(fileId);
             cursor.setCurrentPageId(currentPageId);
             cursor.setMaxPageId(maxPageId);
+            ctx.cursorInitialState.setOriginialKeyComparator(ctx.cmp);
             ctx.cursorInitialState.setPage(page);
             cursor.open(ctx.cursorInitialState, searchPred);
         } catch (Exception e) {
@@ -913,49 +779,36 @@
     }
 
     @Override
-    public int getRootPageId() {
-        return rootPage;
-    }
-
-    @Override
-    public int getFieldCount() {
-        return fieldCount;
-    }
-
-    @Override
-    public IndexType getIndexType() {
-        return IndexType.RTREE;
-    }
-
-    @Override
-    public ITreeIndexAccessor createAccessor() {
-        return new RTreeAccessor(this);
+    public ITreeIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new RTreeAccessor(this, modificationCallback, searchCallback);
     }
 
     public class RTreeAccessor implements ITreeIndexAccessor {
         private RTree rtree;
         private RTreeOpContext ctx;
 
-        public RTreeAccessor(RTree rtree) {
+        public RTreeAccessor(RTree rtree, IModificationOperationCallback modificationCallback,
+                ISearchOperationCallback searchCallback) {
             this.rtree = rtree;
-            this.ctx = rtree.createOpContext();
+            this.ctx = rtree.createOpContext(modificationCallback);
         }
 
         @Override
         public void insert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
-            ctx.reset(IndexOp.INSERT);
+            ctx.setOperation(IndexOperation.INSERT);
             rtree.insert(tuple, ctx);
         }
 
         @Override
         public void update(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
-            ctx.reset(IndexOp.UPDATE);
+            ctx.setOperation(IndexOperation.UPDATE);
             rtree.update(tuple, ctx);
         }
 
         @Override
         public void delete(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
-            ctx.reset(IndexOp.DELETE);
+            ctx.setOperation(IndexOperation.DELETE);
             rtree.delete(tuple, ctx);
         }
 
@@ -968,18 +821,18 @@
         @Override
         public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
                 IndexException {
-            ctx.reset(IndexOp.SEARCH);
+            ctx.setOperation(IndexOperation.SEARCH);
             rtree.search((ITreeIndexCursor) cursor, searchPred, ctx);
         }
 
         @Override
         public ITreeIndexCursor createDiskOrderScanCursor() {
-            return new TreeDiskOrderScanCursor(leafFrameFactory.createFrame());
+            return new TreeIndexDiskOrderScanCursor(leafFrameFactory.createFrame());
         }
 
         @Override
         public void diskOrderScan(ITreeIndexCursor cursor) throws HyracksDataException {
-            ctx.reset(IndexOp.DISKORDERSCAN);
+            ctx.setOperation(IndexOperation.DISKORDERSCAN);
             rtree.diskOrderScan(cursor, ctx);
         }
 
@@ -990,7 +843,140 @@
         @Override
         public void upsert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
             throw new UnsupportedOperationException(
-                    "The RTree does not suypport the notion of keys, therefore upsert does not make sense.");
+                    "The RTree does not support the notion of keys, therefore upsert does not make sense.");
         }
     }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint)
+            throws TreeIndexException {
+        // TODO: verifyInput currently does nothing.
+        try {
+            return new RTreeBulkLoader(fillFactor);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    public class RTreeBulkLoader extends AbstractTreeIndex.AbstractTreeIndexBulkLoader {
+        ITreeIndexFrame lowerFrame, prevInteriorFrame;
+        RTreeTypeAwareTupleWriter tupleWriter = ((RTreeTypeAwareTupleWriter) interiorFrame.getTupleWriter());
+        ITreeIndexTupleReference mbrTuple = interiorFrame.createTupleReference();
+        ByteBuffer mbr;
+
+        public RTreeBulkLoader(float fillFactor) throws TreeIndexException, HyracksDataException {
+            super(fillFactor);
+            prevInteriorFrame = interiorFrameFactory.createFrame();
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws HyracksDataException {
+            try {
+                NodeFrontier leafFrontier = nodeFrontiers.get(0);
+
+                int spaceNeeded = tupleWriter.bytesRequired(tuple) + slotSize;
+                int spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
+
+                // try to free space by compression
+                if (spaceUsed + spaceNeeded > leafMaxBytes) {
+                    leafFrame.compress();
+                    spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
+                }
+
+                if (spaceUsed + spaceNeeded > leafMaxBytes) {
+                    propagateBulk(1, false);
+
+                    leafFrontier.pageId = freePageManager.getFreePage(metaFrame);
+
+                    leafFrontier.page.releaseWriteLatch();
+                    bufferCache.unpin(leafFrontier.page);
+
+                    leafFrontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, leafFrontier.pageId),
+                            true);
+                    leafFrontier.page.acquireWriteLatch();
+                    leafFrame.setPage(leafFrontier.page);
+                    leafFrame.initBuffer((byte) 0);
+                }
+
+                leafFrame.setPage(leafFrontier.page);
+                leafFrame.insert(tuple, -1);
+            } catch (HyracksDataException e) {
+                handleException();
+                throw e;
+            } catch (RuntimeException e) {
+                handleException();
+                throw e;
+            }
+
+        }
+
+        public void end() throws HyracksDataException {
+            propagateBulk(1, true);
+
+            super.end();
+        }
+
+        protected void propagateBulk(int level, boolean toRoot) throws HyracksDataException {
+            boolean propagated = false;
+
+            if (level == 1)
+                lowerFrame = leafFrame;
+
+            if (lowerFrame.getTupleCount() == 0)
+                return;
+
+            if (level >= nodeFrontiers.size())
+                addLevel();
+
+            ((RTreeNSMFrame) lowerFrame).adjustMBR();
+
+            if (mbr == null) {
+                int bytesRequired = tupleWriter.bytesRequired(((RTreeNSMFrame) lowerFrame).getTuples()[0], 0,
+                        cmp.getKeyFieldCount())
+                        + ((RTreeNSMInteriorFrame) interiorFrame).getChildPointerSize();
+                mbr = ByteBuffer.allocate(bytesRequired);
+            }
+            tupleWriter.writeTupleFields(((RTreeNSMFrame) lowerFrame).getTuples(), 0, mbr, 0);
+            mbrTuple.resetByTupleOffset(mbr, 0);
+
+            NodeFrontier frontier = nodeFrontiers.get(level);
+            interiorFrame.setPage(frontier.page);
+
+            interiorFrame.insert(mbrTuple, -1);
+
+            interiorFrame.getBuffer().putInt(
+                    interiorFrame.getTupleOffset(interiorFrame.getTupleCount() - 1) + mbrTuple.getTupleSize(),
+                    nodeFrontiers.get(level - 1).pageId);
+
+            if (interiorFrame.hasSpaceInsert(mbrTuple) != FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE && !toRoot) {
+                lowerFrame = prevInteriorFrame;
+                lowerFrame.setPage(frontier.page);
+
+                propagateBulk(level + 1, toRoot);
+                propagated = true;
+
+                frontier.page.releaseWriteLatch();
+                bufferCache.unpin(frontier.page);
+                frontier.pageId = freePageManager.getFreePage(metaFrame);
+
+                frontier.page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, frontier.pageId), true);
+                frontier.page.acquireWriteLatch();
+                interiorFrame.setPage(frontier.page);
+                interiorFrame.initBuffer((byte) level);
+            }
+
+            if (toRoot && !propagated && level < nodeFrontiers.size() - 1) {
+                lowerFrame = prevInteriorFrame;
+                lowerFrame.setPage(frontier.page);
+                propagateBulk(level + 1, true);
+            }
+
+            leafFrame.setPage(nodeFrontiers.get(0).page);
+        }
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        throw new UnsupportedOperationException("Validation not implemented for R-Trees.");
+    }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeCursorInitialState.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeCursorInitialState.java
index ac1eb7d..8a7ea8d 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeCursorInitialState.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeCursorInitialState.java
@@ -16,36 +16,59 @@
 package edu.uci.ics.hyracks.storage.am.rtree.impls;
 
 import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 
 public class RTreeCursorInitialState implements ICursorInitialState {
 
-	private PathList pathList;
-	private int rootPage;
-	private ICachedPage page; // for disk order scan
+    private PathList pathList;
+    private int rootPage;
+    private ICachedPage page; // for disk order scan
+    private MultiComparator originalKeyCmp;
 
-	public RTreeCursorInitialState(PathList pathList, int rootPage) {
-		this.pathList = pathList;
-		this.rootPage = rootPage;
-	}
+    public RTreeCursorInitialState(PathList pathList, int rootPage) {
+        this.pathList = pathList;
+        this.rootPage = rootPage;
+    }
 
-	public PathList getPathList() {
-		return pathList;
-	}
+    public PathList getPathList() {
+        return pathList;
+    }
 
-	public int getRootPage() {
-		return rootPage;
-	}
+    public int getRootPage() {
+        return rootPage;
+    }
 
-	public void setRootPage(int rootPage) {
-		this.rootPage = rootPage;
-	}
+    public void setRootPage(int rootPage) {
+        this.rootPage = rootPage;
+    }
 
-	public ICachedPage getPage() {
-		return page;
-	}
+    public ICachedPage getPage() {
+        return page;
+    }
 
-	public void setPage(ICachedPage page) {
-		this.page = page;
-	}
+    public void setPage(ICachedPage page) {
+        this.page = page;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return originalKeyCmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.originalKeyCmp = originalCmp;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return null;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        // Do nothing
+    }
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeOpContext.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeOpContext.java
index 6683444..219ab30 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeOpContext.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeOpContext.java
@@ -19,21 +19,22 @@
 
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOperationContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 
-public class RTreeOpContext implements IIndexOpContext {
+public class RTreeOpContext implements IIndexOperationContext {
     private static final int INITIAL_TRAVERSE_LIST_SIZE = 100;
     public final MultiComparator cmp;
     public final IRTreeInteriorFrame interiorFrame;
     public final IRTreeLeafFrame leafFrame;
-    public IndexOp op;
+    public IndexOperation op;
     public ITreeIndexCursor cursor;
     public RTreeCursorInitialState cursorInitialState;
     public ITreeIndexMetaDataFrame metaFrame;
@@ -47,12 +48,22 @@
     public ArrayList<ICachedPage> NSNUpdates;
     public ArrayList<ICachedPage> LSNUpdates;
 
+    public final IModificationOperationCallback modificationCallback;
+
     public RTreeOpContext(IRTreeLeafFrame leafFrame, IRTreeInteriorFrame interiorFrame,
-            ITreeIndexMetaDataFrame metaFrame, IBinaryComparatorFactory[] cmpFactories, int treeHeightHint) {
-        this.cmp = MultiComparator.create(cmpFactories);
+            ITreeIndexMetaDataFrame metaFrame, IBinaryComparatorFactory[] cmpFactories, int treeHeightHint,
+            IModificationOperationCallback modificationCallback) {
+        
+        if (cmpFactories[0] != null) { 
+            this.cmp = MultiComparator.create(cmpFactories);
+        } else {
+            this.cmp = null;
+        }
+        
         this.interiorFrame = interiorFrame;
         this.leafFrame = leafFrame;
         this.metaFrame = metaFrame;
+        this.modificationCallback = modificationCallback;
         pathList = new PathList(treeHeightHint, treeHeightHint);
         NSNUpdates = new ArrayList<ICachedPage>();
         LSNUpdates = new ArrayList<ICachedPage>();
@@ -78,11 +89,11 @@
     }
 
     @Override
-    public void reset(IndexOp newOp) {
+    public void setOperation(IndexOperation newOp) {
         if (op != null && newOp == op) {
             return;
         }
-        if (op != IndexOp.SEARCH && op != IndexOp.DISKORDERSCAN) {
+        if (op != IndexOperation.SEARCH && op != IndexOperation.DISKORDERSCAN) {
             if (splitKey == null) {
                 splitKey = new RTreeSplitKey(interiorFrame.getTupleWriter().createTupleReference(), interiorFrame
                         .getTupleWriter().createTupleReference());
@@ -96,4 +107,9 @@
         }
         this.op = newOp;
     }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
 }
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeSearchCursor.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeSearchCursor.java
index ee7ec5f..6b5b1b5 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeSearchCursor.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTreeSearchCursor.java
@@ -33,20 +33,20 @@
     private int fileId = -1;
     private ICachedPage page = null;
     private IRTreeInteriorFrame interiorFrame = null;
-    private IRTreeLeafFrame leafFrame = null;
+    protected IRTreeLeafFrame leafFrame = null;
     private IBufferCache bufferCache = null;
 
     private SearchPredicate pred;
     private PathList pathList;
     private int rootPage;
-    private ITupleReference searchKey;
+    protected ITupleReference searchKey;
 
     private int tupleIndex = 0;
     private int tupleIndexInc = 0;
     private int currentTupleIndex = 0;
     private int pageId = -1;
 
-    private MultiComparator cmp;
+    protected MultiComparator cmp;
 
     private ITreeIndexTupleReference frameTuple;
     private boolean readLatched = false;
@@ -70,6 +70,7 @@
         pathList = null;
     }
 
+    @Override
     public ITupleReference getTuple() {
         return frameTuple;
     }
@@ -87,7 +88,7 @@
         return page;
     }
 
-    private boolean fetchNextLeafPage() throws HyracksDataException {
+    protected boolean fetchNextLeafPage() throws HyracksDataException {
         boolean succeeded = false;
         if (readLatched) {
             page.releaseReadLatch();
@@ -117,15 +118,18 @@
                 }
 
                 if (!isLeaf) {
+                    // We do DFS so that we get the tuples ordered (for disk
+                    // RTrees only) in the case we we are using total order
+                    // (such as Hilbert order)
                     if (searchKey != null) {
-                        for (int i = 0; i < interiorFrame.getTupleCount(); i++) {
+                        for (int i = interiorFrame.getTupleCount() - 1; i >= 0; i--) {
                             int childPageId = interiorFrame.getChildPageIdIfIntersect(searchKey, i, cmp);
                             if (childPageId != -1) {
                                 pathList.add(childPageId, pageLsn, -1);
                             }
                         }
                     } else {
-                        for (int i = 0; i < interiorFrame.getTupleCount(); i++) {
+                        for (int i = interiorFrame.getTupleCount() - 1; i >= 0; i--) {
                             int childPageId = interiorFrame.getChildPageId(i);
                             pathList.add(childPageId, pageLsn, -1);
                         }
@@ -230,12 +234,8 @@
     }
 
     @Override
-    public void reset() {
-        try {
-            close();
-        } catch (Exception e) {
-            e.printStackTrace();
-        }
+    public void reset() throws HyracksDataException {
+        close();
     }
 
     @Override
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/Rectangle.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/Rectangle.java
index cb9b160..d0f4c71 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/Rectangle.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/Rectangle.java
@@ -19,94 +19,120 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProvider;
 
 public class Rectangle {
-	private int dim;
-	private double[] low;
-	private double[] high;
+    private int dim;
+    private double[] low;
+    private double[] high;
 
-	public Rectangle(int dim) {
-		this.dim = dim;
-		low = new double[this.dim];
-		high = new double[this.dim];
-	}
+    public Rectangle(int dim) {
+        this.dim = dim;
+        low = new double[this.dim];
+        high = new double[this.dim];
+    }
 
-	public int getDim() {
-		return dim;
-	}
+    public int getDim() {
+        return dim;
+    }
 
-	public double getLow(int i) {
-		return low[i];
-	}
+    public double getLow(int i) {
+        return low[i];
+    }
 
-	public double getHigh(int i) {
-		return high[i];
-	}
+    public double getHigh(int i) {
+        return high[i];
+    }
 
-	public void setLow(int i, double value) {
-		low[i] = value;
-	}
+    public void setLow(int i, double value) {
+        low[i] = value;
+    }
 
-	public void setHigh(int i, double value) {
-		high[i] = value;
-	}
+    public void setHigh(int i, double value) {
+        high[i] = value;
+    }
 
-	public void set(ITupleReference tuple, IPrimitiveValueProvider[] valueProviders) {
-		for (int i = 0; i < getDim(); i++) {
-			int j = i + getDim();
-			setLow(i, valueProviders[i].getValue(
-					tuple.getFieldData(i), tuple.getFieldStart(i)));
-			setHigh(i, valueProviders[j].getValue(
-					tuple.getFieldData(j), tuple.getFieldStart(j)));
-		}
-	}
+    public void set(ITupleReference tuple, IPrimitiveValueProvider[] valueProviders) {
+        for (int i = 0; i < getDim(); i++) {
+            int j = i + getDim();
+            setLow(i, valueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i)));
+            setHigh(i, valueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j)));
+        }
+    }
 
-	public void enlarge(ITupleReference tupleToBeInserted, IPrimitiveValueProvider[] valueProviders) {
-		for (int i = 0; i < getDim(); i++) {
-			int j = getDim() + i;
-			double low = valueProviders[i].getValue(
-					tupleToBeInserted.getFieldData(i),
-					tupleToBeInserted.getFieldStart(i));
-			if (getLow(i) > low) {
-				setLow(i, low);
-			}
-			double high = valueProviders[j].getValue(
-					tupleToBeInserted.getFieldData(j),
-					tupleToBeInserted.getFieldStart(j));
-			if (getHigh(i) < high) {
-				setHigh(i, high);
-			}
-		}
-	}
+    public void enlarge(ITupleReference tupleToBeInserted, IPrimitiveValueProvider[] valueProviders) {
+        for (int i = 0; i < getDim(); i++) {
+            int j = getDim() + i;
+            double low = valueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
+                    tupleToBeInserted.getFieldStart(i));
+            if (getLow(i) > low) {
+                setLow(i, low);
+            }
+            double high = valueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
+                    tupleToBeInserted.getFieldStart(j));
+            if (getHigh(i) < high) {
+                setHigh(i, high);
+            }
+        }
+    }
 
-	public double margin() {
-		double margin = 0.0;
-		double mul = Math.pow(2, (double) getDim() - 1.0);
-		for (int i = 0; i < getDim(); i++) {
-			margin += (getHigh(i) - getLow(i)) * mul;
-		}
-		return margin;
-	}
+    public double enlargedArea(ITupleReference tupleToBeInserted, IPrimitiveValueProvider[] valueProviders) {
+        double areaBeforeEnlarge = area();
+        double areaAfterEnlarge = 1.0;
 
-	public double overlappedArea(Rectangle rec) {
-		double area = 1.0;
-		double f1, f2;
+        for (int i = 0; i < getDim(); i++) {
+            int j = getDim() + i;
 
-		for (int i = 0; i < getDim(); i++) {
-			if (getLow(i) > rec.getHigh(i) || getHigh(i) < rec.getLow(i)) {
-				return 0.0;
-			}
+            double low = valueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
+                    tupleToBeInserted.getFieldStart(i));
+            double lowAfterEnlargement;
+            if (getLow(i) > low) {
+                lowAfterEnlargement = low;
+            } else {
+                lowAfterEnlargement = getLow(i);
+            }
 
-			f1 = Math.max(getLow(i), rec.getLow(i));
-			f2 = Math.min(getHigh(i), rec.getHigh(i));
-			area *= f2 - f1;
-		}
-		return area;
-	}
+            double high = valueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
+                    tupleToBeInserted.getFieldStart(j));
+            double highAfterEnlargement;
+            if (getHigh(i) < high) {
+                highAfterEnlargement = high;
+            } else {
+                highAfterEnlargement = getHigh(i);
+            }
 
-	public double area() {
-		double area = 1.0;
-		for (int i = 0; i < getDim(); i++) {
-			area *= getHigh(i) - getLow(i);
-		}
-		return area;
-	}
+            areaAfterEnlarge *= highAfterEnlargement - lowAfterEnlargement;
+        }
+        return areaAfterEnlarge - areaBeforeEnlarge;
+    }
+
+    public double margin() {
+        double margin = 0.0;
+        double mul = Math.pow(2, (double) getDim() - 1.0);
+        for (int i = 0; i < getDim(); i++) {
+            margin += (getHigh(i) - getLow(i)) * mul;
+        }
+        return margin;
+    }
+
+    public double overlappedArea(Rectangle rec) {
+        double area = 1.0;
+        double f1, f2;
+
+        for (int i = 0; i < getDim(); i++) {
+            if (getLow(i) > rec.getHigh(i) || getHigh(i) < rec.getLow(i)) {
+                return 0.0;
+            }
+
+            f1 = Math.max(getLow(i), rec.getLow(i));
+            f2 = Math.min(getHigh(i), rec.getHigh(i));
+            area *= f2 - f1;
+        }
+        return area;
+    }
+
+    public double area() {
+        double area = 1.0;
+        for (int i = 0; i < getDim(); i++) {
+            area *= getHigh(i) - getLow(i);
+        }
+        return area;
+    }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/HilbertDoubleComparator.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/HilbertDoubleComparator.java
new file mode 100644
index 0000000..7fce7e0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/HilbertDoubleComparator.java
@@ -0,0 +1,180 @@
+package edu.uci.ics.hyracks.storage.am.rtree.linearize;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparator;
+import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.DoubleArrayList;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IntArrayList;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.DoublePrimitiveValueProviderFactory;
+
+/*
+ * This compares two points based on the hilbert curve. Currently, it only supports
+ * doubles (this can be changed by changing all doubles to ints as there are no
+ * number generics in Java) in the two-dimensional space. For more dimensions, the
+ * state machine has to be automatically generated. The idea of the fractal generation
+ * of the curve is described e.g. in http://dl.acm.org/ft_gateway.cfm?id=383528&type=pdf
+ * 
+ * Unlike the described approach, this comparator does not compute the hilbert value at 
+ * any point. Instead, it only evaluates how the two inputs compare to each other. This
+ * is done by starting at the lowest hilbert resolution and zooming in on the fractal until
+ * the two points are in different quadrants.
+ * 
+ * As a performance optimization, the state of the state machine is saved in a stack and 
+ * maintained over comparisons. The idea behind this is that comparisons are usually in a
+ * similar area (e.g. geo coordinates). Zooming in from [-MAX_VALUE, MAX_VALUE] would take
+ * ~300 steps every time. Instead, the comparator start from the previous state and zooms out
+ * if necessary
+ */
+
+public class HilbertDoubleComparator implements ILinearizeComparator {
+    private final int dim; // dimension
+    private final HilbertState[] states;
+
+    private double[] bounds;
+    private double stepsize;
+    private int state;
+    private IntArrayList stateStack = new IntArrayList(1000, 200);
+    private DoubleArrayList boundsStack = new DoubleArrayList(2000, 400);
+
+    private IPrimitiveValueProvider valueProvider = DoublePrimitiveValueProviderFactory.INSTANCE
+            .createPrimitiveValueProvider();
+
+    private double[] a;
+    private double[] b;
+
+    private class HilbertState {
+        public final int[] nextState;
+        public final int[] position;
+
+        public HilbertState(int[] nextState, int[] order) {
+            this.nextState = nextState;
+            this.position = order;
+        }
+    }
+
+    public HilbertDoubleComparator(int dimension) {
+        if (dimension != 2)
+            throw new IllegalArgumentException();
+        dim = dimension;
+        a = new double[dim];
+        b = new double[dim];
+
+        states = new HilbertState[] { new HilbertState(new int[] { 3, 0, 1, 0 }, new int[] { 0, 1, 3, 2 }),
+                new HilbertState(new int[] { 1, 1, 0, 2 }, new int[] { 2, 1, 3, 0 }),
+                new HilbertState(new int[] { 2, 3, 2, 1 }, new int[] { 2, 3, 1, 0 }),
+                new HilbertState(new int[] { 0, 2, 3, 3 }, new int[] { 0, 3, 1, 2 }) };
+
+        resetStateMachine();
+    }
+
+    private void resetStateMachine() {
+        state = 0;
+        stateStack.clear();
+        stepsize = Double.MAX_VALUE / 2;
+        bounds = new double[dim];
+        boundsStack.clear();
+    }
+
+    public int compare() {
+        boolean equal = true;
+        for (int i = 0; i < dim; i++) {
+            if (a[i] != b[i])
+                equal = false;
+        }
+        if (equal)
+            return 0;
+
+        // We keep the state of the state machine after a comparison. In most
+        // cases,
+        // the needed zoom factor is close to the old one. In this step, we
+        // check if we have
+        // to zoom out
+        while (true) {
+            if (stateStack.size() <= dim) {
+                resetStateMachine();
+                break;
+            }
+            boolean zoomOut = false;
+            for (int i = 0; i < dim; i++) {
+                if (Math.min(a[i], b[i]) <= bounds[i] - 2 * stepsize
+                        || Math.max(a[i], b[i]) >= bounds[i] + 2 * stepsize) {
+                    zoomOut = true;
+                    break;
+                }
+            }
+            state = stateStack.getLast();
+            stateStack.removeLast();
+            for (int j = dim - 1; j >= 0; j--) {
+                bounds[j] = boundsStack.getLast();
+                boundsStack.removeLast();
+            }
+            stepsize *= 2;
+            if (!zoomOut) {
+                state = stateStack.getLast();
+                stateStack.removeLast();
+                for (int j = dim - 1; j >= 0; j--) {
+                    bounds[j] = boundsStack.getLast();
+                    boundsStack.removeLast();
+                }
+                stepsize *= 2;
+                break;
+            }
+        }
+
+        while (true) {
+            stateStack.add(state);
+            for (int j = 0; j < dim; j++) {
+                boundsStack.add(bounds[j]);
+            }
+
+            // Find the quadrant in which A and B are
+            int quadrantA = 0, quadrantB = 0;
+            for (int i = dim - 1; i >= 0; i--) {
+                if (a[i] >= bounds[i])
+                    quadrantA ^= (1 << (dim - i - 1));
+                if (b[i] >= bounds[i])
+                    quadrantB ^= (1 << (dim - i - 1));
+
+                if (a[i] >= bounds[i]) {
+                    bounds[i] += stepsize;
+                } else {
+                    bounds[i] -= stepsize;
+                }
+            }
+
+            stepsize /= 2;
+            if (stepsize <= 2 * DoublePointable.getEpsilon())
+                return 0;
+            // avoid infinite loop due to machine epsilon problems
+
+            if (quadrantA != quadrantB) {
+                // find the position of A and B's quadrants
+                int posA = states[state].position[quadrantA];
+                int posB = states[state].position[quadrantB];
+
+                if (posA < posB)
+                    return -1;
+                else
+                    return 1;
+            }
+
+            state = states[state].nextState[quadrantA];
+        }
+    }
+
+    @Override
+    public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+        for (int i = 0; i < dim; i++) {
+            a[i] = DoubleSerializerDeserializer.getDouble(b1, s1 + (i * 8));
+            b[i] = DoubleSerializerDeserializer.getDouble(b2, s2 + (i * 8));
+        }
+
+        return compare();
+    }
+
+    @Override
+    public int getDimensions() {
+        return dim;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/HilbertDoubleComparatorFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/HilbertDoubleComparatorFactory.java
new file mode 100644
index 0000000..e06dba8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/HilbertDoubleComparatorFactory.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.rtree.linearize;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+
+public class HilbertDoubleComparatorFactory implements ILinearizeComparatorFactory {
+    private static final long serialVersionUID = 1L;
+    
+    private int dim;
+
+    public static HilbertDoubleComparatorFactory get(int dim) {
+        return new HilbertDoubleComparatorFactory(dim);
+    }
+    
+    public HilbertDoubleComparatorFactory(int dim) {
+    	this.dim = dim;
+    }
+
+    @Override
+    public ILinearizeComparator createBinaryComparator() {
+        return new HilbertDoubleComparator(dim);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparator.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparator.java
new file mode 100644
index 0000000..ee47761
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparator.java
@@ -0,0 +1,136 @@
+package edu.uci.ics.hyracks.storage.am.rtree.linearize;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparator;
+import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.DoubleArrayList;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.DoublePrimitiveValueProviderFactory;
+
+/*
+ * This compares two points based on the z curve. For doubles, we cannot use
+ * the simple bit magic approach. There may, however, be a better approach than this.
+ */
+
+public class ZCurveDoubleComparator implements ILinearizeComparator {
+    private final int dim; // dimension
+
+    private double[] bounds;
+    private double stepsize;
+    private DoubleArrayList boundsStack = new DoubleArrayList(2000, 400);
+
+    private IPrimitiveValueProvider valueProvider = DoublePrimitiveValueProviderFactory.INSTANCE
+            .createPrimitiveValueProvider();
+
+    private double[] a;
+    private double[] b;
+
+    public ZCurveDoubleComparator(int dimension) {
+        dim = dimension;
+        a = new double[dim];
+        b = new double[dim];
+
+        resetStateMachine();
+    }
+
+    private void resetStateMachine() {
+        stepsize = Double.MAX_VALUE / 2;
+        bounds = new double[dim];
+        boundsStack.clear();
+    }
+
+    public int compare() {
+        boolean equal = true;
+        for (int i = 0; i < dim; i++) {
+            if (a[i] != b[i])
+                equal = false;
+        }
+        if (equal)
+            return 0;
+
+        // We keep the state of the state machine after a comparison. In most
+        // cases,
+        // the needed zoom factor is close to the old one. In this step, we
+        // check if we have
+        // to zoom out
+        while (true) {
+            if (boundsStack.size() <= dim) {
+                resetStateMachine();
+                break;
+            }
+            boolean zoomOut = false;
+            for (int i = 0; i < dim; i++) {
+                if (Math.min(a[i], b[i]) <= bounds[i] - 2 * stepsize
+                        || Math.max(a[i], b[i]) >= bounds[i] + 2 * stepsize) {
+                    zoomOut = true;
+                    break;
+                }
+            }
+
+            for (int j = dim - 1; j >= 0; j--) {
+                bounds[j] = boundsStack.getLast();
+                boundsStack.removeLast();
+            }
+            stepsize *= 2;
+            if (!zoomOut) {
+                for (int j = dim - 1; j >= 0; j--) {
+                    bounds[j] = boundsStack.getLast();
+                    boundsStack.removeLast();
+                }
+                stepsize *= 2;
+                break;
+            }
+        }
+
+        while (true) {
+            for (int j = 0; j < dim; j++) {
+                boundsStack.add(bounds[j]);
+            }
+
+            // Find the quadrant in which A and B are
+            int quadrantA = 0, quadrantB = 0;
+            for (int i = dim - 1; i >= 0; i--) {
+                if (a[i] >= bounds[i])
+                    quadrantA ^= (1 << (dim - i - 1));
+                if (b[i] >= bounds[i])
+                    quadrantB ^= (1 << (dim - i - 1));
+
+                if (a[i] >= bounds[i]) {
+                    bounds[i] += stepsize;
+                } else {
+                    bounds[i] -= stepsize;
+                }
+            }
+
+            stepsize /= 2;
+            if (stepsize <= 2 * DoublePointable.getEpsilon())
+                return 0;
+            // avoid infinite loop due to machine epsilon problems
+
+            if (quadrantA != quadrantB) {
+                // find the position of A and B's quadrants
+                if (quadrantA < quadrantB)
+                    return -1;
+                else if (quadrantA > quadrantB)
+                    return 1;
+                else
+                    return 0;
+            }
+        }
+    }
+
+    @Override
+    public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+        for (int i = 0; i < dim; i++) {
+            a[i] = DoubleSerializerDeserializer.getDouble(b1, s1 + (i * 8));
+            b[i] = DoubleSerializerDeserializer.getDouble(b2, s2 + (i * 8));
+        }
+
+        return compare();
+    }
+
+    @Override
+    public int getDimensions() {
+        return dim;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparatorFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparatorFactory.java
new file mode 100644
index 0000000..f1b5806
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparatorFactory.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.rtree.linearize;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+
+public class ZCurveDoubleComparatorFactory implements ILinearizeComparatorFactory {
+    private static final long serialVersionUID = 1L;
+    
+    private int dim;
+
+    public static ZCurveDoubleComparatorFactory get(int dim) {
+        return new ZCurveDoubleComparatorFactory(dim);
+    }
+    
+    public ZCurveDoubleComparatorFactory(int dim) {
+    	this.dim = dim;
+    }
+
+    @Override
+    public ILinearizeComparator createBinaryComparator() {
+        return new ZCurveDoubleComparator(dim);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveIntComparator.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveIntComparator.java
new file mode 100644
index 0000000..1f26f41
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveIntComparator.java
@@ -0,0 +1,129 @@
+package edu.uci.ics.hyracks.storage.am.rtree.linearize;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparator;
+import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.DoubleArrayList;
+
+/*
+ * This compares two points based on the z curve. For doubles, we cannot use
+ * the simple bit magic approach. There may, however, be a better approach than this.
+ */
+
+public class ZCurveIntComparator implements ILinearizeComparator {
+    private final int dim; // dimension
+
+    private double[] bounds;
+    private double stepsize;
+    private DoubleArrayList boundsStack = new DoubleArrayList(2000, 400);
+
+    private int[] a;
+    private int[] b;
+
+    public ZCurveIntComparator(int dimension) {
+        dim = dimension;
+        a = new int[dim];
+        b = new int[dim];
+
+        resetStateMachine();
+    }
+
+    private void resetStateMachine() {
+        stepsize = Integer.MAX_VALUE / 2;
+        bounds = new double[dim];
+        boundsStack.clear();
+    }
+
+    public int compare() {
+        boolean equal = true;
+        for (int i = 0; i < dim; i++) {
+            if (a[i] != b[i])
+                equal = false;
+        }
+        if (equal)
+            return 0;
+
+        // We keep the state of the state machine after a comparison. In most cases,
+        // the needed zoom factor is close to the old one. In this step, we check if we have
+        // to zoom out
+        while (true) {
+            if (boundsStack.size() <= dim) {
+                resetStateMachine();
+                break;
+            }
+            boolean zoomOut = false;
+            for (int i = 0; i < dim; i++) {
+                if (Math.min(a[i], b[i]) <= bounds[i] - 2 * stepsize
+                        || Math.max(a[i], b[i]) >= bounds[i] + 2 * stepsize) {
+                    zoomOut = true;
+                    break;
+                }
+            }
+
+            for (int j = dim - 1; j >= 0; j--) {
+                bounds[j] = boundsStack.getLast();
+                boundsStack.removeLast();
+            }
+            stepsize *= 2;
+            if (!zoomOut) {
+                for (int j = dim - 1; j >= 0; j--) {
+                    bounds[j] = boundsStack.getLast();
+                    boundsStack.removeLast();
+                }
+                stepsize *= 2;
+                break;
+            }
+        }
+
+        while (true) {
+            for (int j = 0; j < dim; j++) {
+                boundsStack.add(bounds[j]);
+            }
+
+            // Find the quadrant in which A and B are
+            int quadrantA = 0, quadrantB = 0;
+            for (int i = dim - 1; i >= 0; i--) {
+                if (a[i] >= bounds[i])
+                    quadrantA ^= (1 << (dim - i - 1));
+                if (b[i] >= bounds[i])
+                    quadrantB ^= (1 << (dim - i - 1));
+
+                if (a[i] >= bounds[i]) {
+                    bounds[i] += stepsize;
+                } else {
+                    bounds[i] -= stepsize;
+                }
+            }
+
+            stepsize /= 2;
+            if (stepsize <= 2 * DoublePointable.getEpsilon())
+                return 0;
+            // avoid infinite loop due to machine epsilon problems
+
+            if (quadrantA != quadrantB) {
+                // find the position of A and B's quadrants
+                if (quadrantA < quadrantB)
+                    return -1;
+                else if (quadrantA > quadrantB)
+                    return 1;
+                else
+                    return 0;
+            }
+        }
+    }
+
+    @Override
+    public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+        for (int i = 0; i < dim; i++) {
+            a[i] = IntegerSerializerDeserializer.getInt(b1, s1 + (i * 8));
+            b[i] = IntegerSerializerDeserializer.getInt(b2, s2 + (i * 8));
+        }
+
+        return compare();
+    }
+
+    @Override
+    public int getDimensions() {
+        return dim;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveIntComparatorFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveIntComparatorFactory.java
new file mode 100644
index 0000000..4a35a79
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/linearize/ZCurveIntComparatorFactory.java
@@ -0,0 +1,37 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.rtree.linearize;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparator;
+import edu.uci.ics.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+
+public class ZCurveIntComparatorFactory implements ILinearizeComparatorFactory {
+    private static final long serialVersionUID = 1L;
+    
+    private int dim;
+
+    public static ZCurveIntComparatorFactory get(int dim) {
+        return new ZCurveIntComparatorFactory(dim);
+    }
+    
+    public ZCurveIntComparatorFactory(int dim) {
+    	this.dim = dim;
+    }
+
+    @Override
+    public ILinearizeComparator createBinaryComparator() {
+        return new ZCurveIntComparator(dim);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/util/RTreeUtils.java b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/util/RTreeUtils.java
index 6f5d36f..5889abb 100644
--- a/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/util/RTreeUtils.java
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/util/RTreeUtils.java
@@ -18,6 +18,7 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.data.std.api.IPointableFactory;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
@@ -30,24 +31,27 @@
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrameFactory;
 import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMLeafFrameFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
 import edu.uci.ics.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriterFactory;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
 public class RTreeUtils {
-    public static RTree createRTree(IBufferCache bufferCache, ITypeTraits[] typeTraits,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, IBinaryComparatorFactory[] cmpFactories) {
+    public static RTree createRTree(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            ITypeTraits[] typeTraits, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            IBinaryComparatorFactory[] cmpFactories, RTreePolicyType rtreePolicyType, FileReference file) {
 
         RTreeTypeAwareTupleWriterFactory tupleWriterFactory = new RTreeTypeAwareTupleWriterFactory(typeTraits);
         ITreeIndexFrameFactory interiorFrameFactory = new RTreeNSMInteriorFrameFactory(tupleWriterFactory,
-                valueProviderFactories);
+                valueProviderFactories, rtreePolicyType);
         ITreeIndexFrameFactory leafFrameFactory = new RTreeNSMLeafFrameFactory(tupleWriterFactory,
-                valueProviderFactories);
+                valueProviderFactories, rtreePolicyType);
         ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
 
         IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
-        RTree rtree = new RTree(bufferCache, typeTraits.length, cmpFactories, freePageManager, interiorFrameFactory,
-                leafFrameFactory);
+        RTree rtree = new RTree(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, typeTraits.length, file);
         return rtree;
     }
 
diff --git a/hyracks/hyracks-storage-common/pom.xml b/hyracks/hyracks-storage-common/pom.xml
index 289171a..c1d8f52 100644
--- a/hyracks/hyracks-storage-common/pom.xml
+++ b/hyracks/hyracks-storage-common/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-storage-common</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-storage-common</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -28,7 +27,7 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-api</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/IStorageManagerInterface.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/IStorageManagerInterface.java
index 562305e..5759218 100644
--- a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/IStorageManagerInterface.java
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/IStorageManagerInterface.java
@@ -19,9 +19,15 @@
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepository;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactory;
 
 public interface IStorageManagerInterface extends Serializable {
     public IBufferCache getBufferCache(IHyracksTaskContext ctx);
 
     public IFileMapProvider getFileMapProvider(IHyracksTaskContext ctx);
+
+    public ILocalResourceRepository getLocalResourceRepository(IHyracksTaskContext ctx);
+
+    public ResourceIdFactory getResourceIdFactory(IHyracksTaskContext ctx);
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/buffercache/BufferCache.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/buffercache/BufferCache.java
index 7f17f38..03e46f5 100644
--- a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/buffercache/BufferCache.java
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/buffercache/BufferCache.java
@@ -137,19 +137,11 @@
         pinSanityCheck(dpid);
         CachedPage cPage = findPage(dpid, newPage);
         if (!newPage) {
-            if (!cPage.valid) {
-                /*
-                 * We got a buffer and we have pinned it. But its invalid. If its a new page, we just mark it as valid
-                 * and return. Or else, while we hold the page lock, we get a write latch on the data and start a read.
-                 */
-                cPage.acquireWriteLatch(false);
-                try {
-                    if (!cPage.valid) {
-                        read(cPage);
-                    }
+            // Resolve race of multiple threads trying to read the page from disk.
+            synchronized (cPage) {
+                if (!cPage.valid) {
+                    read(cPage);
                     cPage.valid = true;
-                } finally {
-                    cPage.releaseWriteLatch();
                 }
             }
         } else {
@@ -774,9 +766,11 @@
                 if (fInfo != null) {
                     // Mark the fInfo as deleted, 
                     // such that when its pages are reclaimed in openFile(),
-                    // the pages are not flushed to disk but only invalidates.
-                    ioManager.close(fInfo.getFileHandle());
-                    fInfo.markAsDeleted();
+                    // the pages are not flushed to disk but only invalidated.
+                    if (!fInfo.fileHasBeenDeleted()) {
+                        ioManager.close(fInfo.getFileHandle());
+                        fInfo.markAsDeleted();
+                    }
                 }
             }
         }
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/buffercache/DebugBufferCache.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/buffercache/DebugBufferCache.java
index d610c7e..13f7d52 100644
--- a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/buffercache/DebugBufferCache.java
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/buffercache/DebugBufferCache.java
@@ -30,16 +30,16 @@
 
     // Actual BufferCache functionality is delegated to this bufferCache.
     private final IBufferCache bufferCache;
-    private AtomicLong pinCount;
-    private AtomicLong unpinCount;
-    private AtomicLong readLatchCount;
-    private AtomicLong readUnlatchCount;
-    private AtomicLong writeLatchCount;
-    private AtomicLong writeUnlatchCount;
-    private AtomicLong createFileCount;
-    private AtomicLong deleteFileCount;
-    private AtomicLong openFileCount;
-    private AtomicLong closeFileCount;
+    private AtomicLong pinCount = new AtomicLong();
+    private AtomicLong unpinCount = new AtomicLong();
+    private AtomicLong readLatchCount = new AtomicLong();
+    private AtomicLong readUnlatchCount = new AtomicLong();
+    private AtomicLong writeLatchCount = new AtomicLong();
+    private AtomicLong writeUnlatchCount = new AtomicLong();
+    private AtomicLong createFileCount = new AtomicLong();
+    private AtomicLong deleteFileCount = new AtomicLong();
+    private AtomicLong openFileCount = new AtomicLong();
+    private AtomicLong closeFileCount = new AtomicLong();
 
     public DebugBufferCache(IBufferCache bufferCache) {
         this.bufferCache = bufferCache;
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceFactory.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceFactory.java
new file mode 100644
index 0000000..c443b0b
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceFactory.java
@@ -0,0 +1,19 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+public interface ILocalResourceFactory {
+    public LocalResource createLocalResource(long resourceId, String resourceName, int partition);
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceFactoryProvider.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceFactoryProvider.java
new file mode 100644
index 0000000..fb6a210
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceFactoryProvider.java
@@ -0,0 +1,21 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+import java.io.Serializable;
+
+public interface ILocalResourceFactoryProvider extends Serializable {
+    public ILocalResourceFactory getLocalResourceFactory();
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceRepository.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceRepository.java
new file mode 100644
index 0000000..ab9ec41
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceRepository.java
@@ -0,0 +1,34 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface ILocalResourceRepository {
+	
+    public LocalResource getResourceById(long id) throws HyracksDataException;
+
+    public LocalResource getResourceByName(String name) throws HyracksDataException;
+
+    public void insert(LocalResource resource) throws HyracksDataException;
+
+    public void deleteResourceById(long id) throws HyracksDataException;
+
+    public void deleteResourceByName(String name) throws HyracksDataException;
+
+    public List<LocalResource> getAllResources() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceRepositoryFactory.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceRepositoryFactory.java
new file mode 100644
index 0000000..4b3124a
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ILocalResourceRepositoryFactory.java
@@ -0,0 +1,21 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public interface ILocalResourceRepositoryFactory {
+    public ILocalResourceRepository createRepository() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/LocalResource.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/LocalResource.java
new file mode 100644
index 0000000..f4575f3
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/LocalResource.java
@@ -0,0 +1,59 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+import java.io.Serializable;
+
+public class LocalResource implements Serializable {
+    private static final long serialVersionUID = 1L;
+    private final long resourceId;
+    private final String resourceName;
+    private final int partition;
+    private final int resourceType;
+    private final Object object;
+
+    public static final int TransientResource = 0;
+    public static final int LSMBTreeResource = 1;
+    public static final int LSMRTreeResource = 2;
+    public static final int LSMInvertedIndexResource = 3;
+
+    public LocalResource(long resourceId, String resourceName, int partition, int resourceType, Object object) {
+        this.resourceId = resourceId;
+        this.resourceName = resourceName;
+        this.partition = partition;
+        this.resourceType = resourceType;
+        this.object = object;
+    }
+
+    public long getResourceId() {
+        return resourceId;
+    }
+
+    public String getResourceName() {
+        return resourceName;
+    }
+
+    public int getPartition() {
+        return partition;
+    }
+
+    public int getResourceType() {
+        return resourceType;
+    }
+
+    public Object getResourceObject() {
+        return object;
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/NoOpLocalResourceFactoryProvider.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/NoOpLocalResourceFactoryProvider.java
new file mode 100644
index 0000000..e69f4e7
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/NoOpLocalResourceFactoryProvider.java
@@ -0,0 +1,27 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+/**
+ * Dummy operation factory provider that does nothing.
+ */
+public enum NoOpLocalResourceFactoryProvider implements ILocalResourceFactoryProvider {
+    INSTANCE;
+
+    @Override
+    public ILocalResourceFactory getLocalResourceFactory() {
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ResourceIdFactory.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ResourceIdFactory.java
new file mode 100644
index 0000000..cb5c97e
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ResourceIdFactory.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+import java.util.concurrent.atomic.AtomicLong;
+
+public class ResourceIdFactory {
+    private AtomicLong id = null;
+
+    public ResourceIdFactory(long initialValue) {
+        id = new AtomicLong(initialValue);
+    }
+
+    public long createId() {
+        return id.getAndIncrement();
+    }
+    
+    public void initId(long id) {
+        this.id.set(id);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ResourceIdFactoryProvider.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ResourceIdFactoryProvider.java
new file mode 100644
index 0000000..62cdb36
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/ResourceIdFactoryProvider.java
@@ -0,0 +1,38 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public class ResourceIdFactoryProvider {
+    private ILocalResourceRepository localResourceRepository;
+
+    public ResourceIdFactoryProvider(ILocalResourceRepository localResourceRepository) {
+        this.localResourceRepository = localResourceRepository;
+    }
+
+    public ResourceIdFactory createResourceIdFactory() throws HyracksDataException {
+        List<LocalResource> localResources = localResourceRepository.getAllResources();
+        long largestResourceId = 0;
+        for (LocalResource localResource : localResources) {
+            if (largestResourceId < localResource.getResourceId()) {
+                largestResourceId = localResource.getResourceId();
+            }
+        }
+        return new ResourceIdFactory(largestResourceId);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientFileMapManager.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientFileMapManager.java
new file mode 100644
index 0000000..e8085da
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientFileMapManager.java
@@ -0,0 +1,56 @@
+package edu.uci.ics.hyracks.storage.common.file;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+
+public class TransientFileMapManager implements IFileMapManager {
+    private static final long serialVersionUID = 1L;
+
+    private Map<Integer, FileReference> id2nameMap = new HashMap<Integer, FileReference>();
+    private Map<FileReference, Integer> name2IdMap = new HashMap<FileReference, Integer>();
+    private int idCounter = 0;
+
+    @Override
+    public FileReference lookupFileName(int fileId) throws HyracksDataException {
+        FileReference fRef = id2nameMap.get(fileId);
+        if (fRef == null) {
+            throw new HyracksDataException("No mapping found for id: " + fileId);
+        }
+        return fRef;
+    }
+
+    @Override
+    public int lookupFileId(FileReference fileRef) throws HyracksDataException {
+        Integer fileId = name2IdMap.get(fileRef);
+        if (fileId == null) {
+            throw new HyracksDataException("No mapping found for name: " + fileRef);
+        }
+        return fileId;
+    }
+
+    @Override
+    public boolean isMapped(FileReference fileRef) {
+        return name2IdMap.containsKey(fileRef);
+    }
+
+    @Override
+    public boolean isMapped(int fileId) {
+        return id2nameMap.containsKey(fileId);
+    }
+
+    @Override
+    public void unregisterFile(int fileId) throws HyracksDataException {
+        FileReference fileRef = id2nameMap.remove(fileId);
+        name2IdMap.remove(fileRef);
+    }
+
+    @Override
+    public void registerFile(FileReference fileRef) throws HyracksDataException {
+        Integer fileId = idCounter++;
+        id2nameMap.put(fileId, fileRef);
+        name2IdMap.put(fileRef, fileId);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceFactory.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceFactory.java
new file mode 100644
index 0000000..ffd3dff
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceFactory.java
@@ -0,0 +1,23 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+public class TransientLocalResourceFactory implements ILocalResourceFactory {
+
+    @Override
+    public LocalResource createLocalResource(long resourceId, String resourceName, int partition) {
+        return new LocalResource(resourceId, resourceName, partition, LocalResource.TransientResource, null);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceFactoryProvider.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceFactoryProvider.java
new file mode 100644
index 0000000..d9a51a3
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceFactoryProvider.java
@@ -0,0 +1,25 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+public class TransientLocalResourceFactoryProvider implements ILocalResourceFactoryProvider {
+    
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public ILocalResourceFactory getLocalResourceFactory() {
+        return new TransientLocalResourceFactory();
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceRepository.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceRepository.java
new file mode 100644
index 0000000..55bd807
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceRepository.java
@@ -0,0 +1,78 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public class TransientLocalResourceRepository implements ILocalResourceRepository {
+
+    private Map<String, LocalResource> name2ResourceMap = new HashMap<String, LocalResource>();
+    private Map<Long, LocalResource> id2ResourceMap = new HashMap<Long, LocalResource>();
+
+    @Override
+    public LocalResource getResourceById(long id) throws HyracksDataException {
+        return id2ResourceMap.get(id);
+    }
+
+    @Override
+    public LocalResource getResourceByName(String name) throws HyracksDataException {
+        return name2ResourceMap.get(name);
+    }
+
+    @Override
+    public synchronized void insert(LocalResource resource) throws HyracksDataException {
+        long id = resource.getResourceId();
+
+        if (id2ResourceMap.containsKey(id)) {
+            throw new HyracksDataException("Duplicate resource");
+        }
+        id2ResourceMap.put(id, resource);
+        name2ResourceMap.put(resource.getResourceName(), resource);
+    }
+
+    @Override
+    public synchronized void deleteResourceById(long id) throws HyracksDataException {
+        LocalResource resource = id2ResourceMap.get(id);
+        if (resource == null) {
+            throw new HyracksDataException("Resource doesn't exist");
+        }
+        id2ResourceMap.remove(id);
+        name2ResourceMap.remove(resource.getResourceName());
+    }
+
+    @Override
+    public synchronized void deleteResourceByName(String name) throws HyracksDataException {
+        LocalResource resource = name2ResourceMap.get(name);
+        if (resource == null) {
+            throw new HyracksDataException("Resource doesn't exist");
+        }
+        id2ResourceMap.remove(resource.getResourceId());
+        name2ResourceMap.remove(name);
+    }
+
+    @Override
+    public List<LocalResource> getAllResources() throws HyracksDataException {
+        List<LocalResource> resources = new ArrayList<LocalResource>();
+        for (LocalResource resource : id2ResourceMap.values()) {
+            resources.add(resource);
+        }
+        return resources;
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceRepositoryFactory.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceRepositoryFactory.java
new file mode 100644
index 0000000..a6b00a4
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/file/TransientLocalResourceRepositoryFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.common.file;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public class TransientLocalResourceRepositoryFactory implements ILocalResourceRepositoryFactory {
+
+    @Override
+    public ILocalResourceRepository createRepository() throws HyracksDataException {
+        return new TransientLocalResourceRepository();
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/smi/TransientFileMapManager.java b/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/smi/TransientFileMapManager.java
deleted file mode 100644
index e4ddc08..0000000
--- a/hyracks/hyracks-storage-common/src/main/java/edu/uci/ics/hyracks/storage/common/smi/TransientFileMapManager.java
+++ /dev/null
@@ -1,57 +0,0 @@
-package edu.uci.ics.hyracks.storage.common.smi;
-
-import java.util.HashMap;
-import java.util.Map;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapManager;
-
-public class TransientFileMapManager implements IFileMapManager {
-    private static final long serialVersionUID = 1L;
-
-    private Map<Integer, FileReference> id2nameMap = new HashMap<Integer, FileReference>();
-    private Map<FileReference, Integer> name2IdMap = new HashMap<FileReference, Integer>();
-    private int idCounter = 0;
-
-    @Override
-    public FileReference lookupFileName(int fileId) throws HyracksDataException {
-        FileReference fRef = id2nameMap.get(fileId);
-        if (fRef == null) {
-            throw new HyracksDataException("No mapping found for id: " + fileId);
-        }
-        return fRef;
-    }
-
-    @Override
-    public int lookupFileId(FileReference fileRef) throws HyracksDataException {
-        Integer fileId = name2IdMap.get(fileRef);
-        if (fileId == null) {
-            throw new HyracksDataException("No mapping found for name: " + fileRef);
-        }
-        return fileId;
-    }
-
-    @Override
-    public boolean isMapped(FileReference fileRef) {
-        return name2IdMap.containsKey(fileRef);
-    }
-
-    @Override
-    public boolean isMapped(int fileId) {
-        return id2nameMap.containsKey(fileId);
-    }
-
-    @Override
-    public void unregisterFile(int fileId) throws HyracksDataException {
-        FileReference fileRef = id2nameMap.remove(fileId);
-        name2IdMap.remove(fileRef);
-    }
-
-    @Override
-    public void registerFile(FileReference fileRef) throws HyracksDataException {
-        Integer fileId = idCounter++;
-        id2nameMap.put(fileId, fileRef);
-        name2IdMap.put(fileRef, fileId);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-test-support/pom.xml b/hyracks/hyracks-test-support/pom.xml
index 25a5378..6b6026a 100644
--- a/hyracks/hyracks-test-support/pom.xml
+++ b/hyracks/hyracks-test-support/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-test-support</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-test-support</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -28,33 +27,33 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-control-nc</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-am-btree</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-am-rtree</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-invertedindex</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/AbstractModificationOperationCallbackTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/AbstractModificationOperationCallbackTest.java
new file mode 100644
index 0000000..30843aa
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/AbstractModificationOperationCallbackTest.java
@@ -0,0 +1,84 @@
+package edu.uci.ics.hyracks.storage.am.btree;
+
+import org.junit.After;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+
+public abstract class AbstractModificationOperationCallbackTest extends AbstractOperationCallbackTest {
+
+    protected final ArrayTupleBuilder builder;
+    protected final ArrayTupleReference tuple;
+    protected final IModificationOperationCallback cb;
+
+    protected boolean isFoundNull;
+
+    public AbstractModificationOperationCallbackTest() {
+        this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+        this.tuple = new ArrayTupleReference();
+        this.cb = new VeriyfingModificationCallback();
+        this.isFoundNull = true;
+    }
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+    }
+
+    @After
+    public void tearDown() throws Exception {
+        super.tearDown();
+    }
+
+    @Test
+    public void modificationCallbackTest() throws Exception {
+        IIndexAccessor accessor = index.createAccessor(cb, NoOpOperationCallback.INSTANCE);
+
+        isFoundNull = true;
+        for (int i = 0; i < AccessMethodTestsConfig.BTREE_NUM_TUPLES_TO_INSERT; i++) {
+            TupleUtils.createIntegerTuple(builder, tuple, i);
+            accessor.insert(tuple);
+        }
+
+        isFoundNull = false;
+        for (int i = 0; i < AccessMethodTestsConfig.BTREE_NUM_TUPLES_TO_INSERT; i++) {
+            TupleUtils.createIntegerTuple(builder, tuple, i);
+            accessor.upsert(tuple);
+        }
+
+        isFoundNull = false;
+        for (int i = 0; i < AccessMethodTestsConfig.BTREE_NUM_TUPLES_TO_INSERT; i++) {
+            TupleUtils.createIntegerTuple(builder, tuple, i);
+            accessor.delete(tuple);
+        }
+    }
+
+    private class VeriyfingModificationCallback implements IModificationOperationCallback {
+
+        @Override
+        public void before(ITupleReference tuple) {
+            Assert.assertEquals(0, cmp.compare(AbstractModificationOperationCallbackTest.this.tuple, tuple));
+        }
+
+        @Override
+        public void found(ITupleReference before, ITupleReference after) {
+            if (isFoundNull) {
+                Assert.assertEquals(null, before);
+            } else {
+                Assert.assertEquals(0, cmp.compare(AbstractModificationOperationCallbackTest.this.tuple, before));
+            }
+            Assert.assertEquals(0, cmp.compare(AbstractModificationOperationCallbackTest.this.tuple, after));
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/AbstractOperationCallbackTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/AbstractOperationCallbackTest.java
new file mode 100644
index 0000000..41dfdfe
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/AbstractOperationCallbackTest.java
@@ -0,0 +1,40 @@
+package edu.uci.ics.hyracks.storage.am.btree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public abstract class AbstractOperationCallbackTest {
+    protected static final int NUM_KEY_FIELDS = 1;
+
+    @SuppressWarnings("rawtypes")
+    protected final ISerializerDeserializer[] keySerdes;
+    protected final MultiComparator cmp;
+    protected final int[] bloomFilterKeyFields;
+
+    protected IIndex index;
+
+    protected abstract void createIndexInstance() throws Exception;
+
+    public AbstractOperationCallbackTest() {
+        this.keySerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+        this.cmp = MultiComparator.create(SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length));
+        bloomFilterKeyFields = new int[NUM_KEY_FIELDS];
+        for (int i = 0; i < NUM_KEY_FIELDS; ++i) {
+            bloomFilterKeyFields[i] = i;
+        }
+    }
+
+    public void setup() throws Exception {
+        createIndexInstance();
+        index.create();
+        index.activate();
+    }
+
+    public void tearDown() throws Exception {
+        index.deactivate();
+        index.destroy();
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/AbstractSearchOperationCallbackTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/AbstractSearchOperationCallbackTest.java
new file mode 100644
index 0000000..ffa7c9a
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/AbstractSearchOperationCallbackTest.java
@@ -0,0 +1,230 @@
+package edu.uci.ics.hyracks.storage.am.btree;
+
+import java.util.concurrent.Callable;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.concurrent.locks.Condition;
+import java.util.concurrent.locks.Lock;
+import java.util.concurrent.locks.ReentrantLock;
+
+import org.junit.After;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+
+public abstract class AbstractSearchOperationCallbackTest extends AbstractOperationCallbackTest {
+    private static final int NUM_TASKS = 2;
+
+    protected final Lock lock;
+    protected final Condition condition;
+
+    protected ExecutorService executor;
+    protected boolean insertTaskStarted;
+
+    public AbstractSearchOperationCallbackTest() {
+        this.lock = new ReentrantLock(true);
+        this.condition = lock.newCondition();
+        this.insertTaskStarted = false;
+    }
+
+    @Before
+    public void setup() throws Exception {
+        executor = Executors.newFixedThreadPool(NUM_TASKS);
+        super.setup();
+    }
+
+    @After
+    public void tearDown() throws Exception {
+        executor.shutdown();
+        super.tearDown();
+    }
+
+    @Test
+    public void searchCallbackTest() throws Exception {
+        Future<Boolean> insertFuture = executor.submit(new InsertionTask());
+        Future<Boolean> searchFuture = executor.submit(new SearchTask());
+        Assert.assertTrue(searchFuture.get());
+        Assert.assertTrue(insertFuture.get());
+    }
+
+    private class SearchTask implements Callable<Boolean> {
+        private final ISearchOperationCallback cb;
+        private final IIndexAccessor accessor;
+        private final IIndexCursor cursor;
+        private final RangePredicate predicate;
+        private final ArrayTupleBuilder builder;
+        private final ArrayTupleReference tuple;
+
+        private boolean blockOnHigh;
+        private int blockingValue;
+        private int expectedAfterBlock;
+
+        public SearchTask() {
+            this.cb = new SynchronizingSearchOperationCallback();
+            this.accessor = index.createAccessor(NoOpOperationCallback.INSTANCE, cb);
+            this.cursor = accessor.createSearchCursor();
+            this.predicate = new RangePredicate();
+            this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.tuple = new ArrayTupleReference();
+
+            this.blockOnHigh = false;
+            this.blockingValue = -1;
+            this.expectedAfterBlock = -1;
+        }
+
+        @Override
+        public Boolean call() throws Exception {
+            lock.lock();
+            try {
+                if (!insertTaskStarted) {
+                    condition.await();
+                }
+
+                // begin a search on [101, +inf), blocking on 101
+                TupleUtils.createIntegerTuple(builder, tuple, 101);
+                predicate.setLowKey(tuple, true);
+                predicate.setHighKey(null, true);
+                accessor.search(cursor, predicate);
+                consumeIntTupleRange(101, 101, true, 101);
+
+                // consume tuples [102, 152], blocking on 151
+                consumeIntTupleRange(102, 151, true, 152);
+
+                // consume tuples [153, 300]
+                consumeIntTupleRange(153, 300, false, -1);
+
+                cursor.close();
+            } finally {
+                lock.unlock();
+            }
+
+            return true;
+        }
+
+        private void consumeIntTupleRange(int begin, int end, boolean blockOnHigh, int expectedAfterBlock)
+                throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            for (int i = begin; i <= end; i++) {
+                if (blockOnHigh == true && i == end) {
+                    this.blockOnHigh = true;
+                    this.blockingValue = end;
+                    this.expectedAfterBlock = expectedAfterBlock;
+                }
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                if (!cursor.hasNext()) {
+                    Assert.fail("Failed to consume entire tuple range since cursor is exhausted.");
+                }
+                cursor.next();
+
+                if (this.blockOnHigh) {
+                    TupleUtils.createIntegerTuple(builder, tuple, expectedAfterBlock);
+                }
+                Assert.assertEquals(0, cmp.compare(tuple, cursor.getTuple()));
+            }
+        }
+
+        private class SynchronizingSearchOperationCallback implements ISearchOperationCallback {
+
+            @Override
+            public boolean proceed(ITupleReference tuple) {
+                Assert.assertEquals(0, cmp.compare(SearchTask.this.tuple, tuple));
+                return false;
+            }
+
+            @Override
+            public void reconcile(ITupleReference tuple) {
+                Assert.assertEquals(0, cmp.compare(SearchTask.this.tuple, tuple));
+                if (blockOnHigh) {
+                    try {
+                        TupleUtils.createIntegerTuple(builder, SearchTask.this.tuple, expectedAfterBlock);
+                    } catch (HyracksDataException e) {
+                        e.printStackTrace();
+                    }
+                    condition.signal();
+                    condition.awaitUninterruptibly();
+                    blockOnHigh = false;
+                }
+            }
+
+            @Override
+            public void cancel(ITupleReference tuple) {
+                try {
+                    TupleUtils.createIntegerTuple(builder, SearchTask.this.tuple, blockingValue);
+                    Assert.assertEquals(0, cmp.compare(tuple, SearchTask.this.tuple));
+                    TupleUtils.createIntegerTuple(builder, SearchTask.this.tuple, expectedAfterBlock);
+                } catch (HyracksDataException e) {
+                    e.printStackTrace();
+                }
+            }
+
+        }
+    }
+
+    private class InsertionTask implements Callable<Boolean> {
+        private final IIndexAccessor accessor;
+        private final ArrayTupleBuilder builder;
+        private final ArrayTupleReference tuple;
+
+        public InsertionTask() {
+            this.accessor = index.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.tuple = new ArrayTupleReference();
+        }
+
+        @Override
+        public Boolean call() throws Exception {
+            lock.lock();
+            try {
+                insertTaskStarted = true;
+
+                // insert tuples [101, 200]
+                insertIntTupleRange(101, 200);
+                condition.signal();
+                condition.await();
+
+                // insert tuples [1, 100]
+                insertIntTupleRange(1, 100);
+                condition.signal();
+                condition.await();
+
+                // insert tuples [201, 300] and delete tuple 151
+                insertIntTupleRange(201, 300);
+                TupleUtils.createIntegerTuple(builder, tuple, 151);
+                accessor.delete(tuple);
+                condition.signal();
+            } finally {
+                lock.unlock();
+            }
+
+            return true;
+        }
+
+        private void insertIntTupleRange(int begin, int end) throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            for (int i = begin; i <= end; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.insert(tuple);
+            }
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexBulkLoadTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexBulkLoadTest.java
index 85bfdd2..6d7ee4d 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexBulkLoadTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexBulkLoadTest.java
@@ -38,6 +38,8 @@
             ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
             throws Exception {
         OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
         for (int i = 0; i < bulkLoadRounds; i++) {
             // We assume all fieldSerdes are of the same type. Check the first
             // one
@@ -55,9 +57,12 @@
                 orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
             }
         }
-        ctx.getIndex().close();
-    }
 
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+    
     @Override
     protected String getTestOpName() {
         return "BulkLoad";
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexDeleteTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexDeleteTest.java
index 93075a1..b96f252 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexDeleteTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexDeleteTest.java
@@ -20,6 +20,7 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
 
 @SuppressWarnings("rawtypes")
 public abstract class OrderedIndexDeleteTest extends OrderedIndexTestDriver {
@@ -31,14 +32,16 @@
         this.orderedIndexTestUtils = new OrderedIndexTestUtils();
     }
 
-    private static final int numInsertRounds = 3;
-    private static final int numDeleteRounds = 3;
+    private static final int numInsertRounds = AccessMethodTestsConfig.BTREE_NUM_INSERT_ROUNDS;
+    private static final int numDeleteRounds = AccessMethodTestsConfig.BTREE_NUM_DELETE_ROUNDS;
 
     @Override
     protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
             ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
             throws Exception {
         OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
         for (int i = 0; i < numInsertRounds; i++) {
             // We assume all fieldSerdes are of the same type. Check the first
             // one to determine which field types to generate.
@@ -60,7 +63,10 @@
                 }
             }
         }
-        ctx.getIndex().close();
+
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
     }
 
     @Override
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexExamplesTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexExamplesTest.java
index a29be89..970526e 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexExamplesTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexExamplesTest.java
@@ -15,6 +15,8 @@
 
 package edu.uci.ics.hyracks.storage.am.btree;
 
+import static org.junit.Assert.fail;
+
 import java.util.Random;
 import java.util.logging.Level;
 import java.util.logging.Logger;
@@ -35,14 +37,16 @@
 import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.common.impls.TreeDiskOrderScanCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.UnsortedInputException;
+import edu.uci.ics.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
 @SuppressWarnings("rawtypes")
@@ -50,17 +54,13 @@
     protected static final Logger LOGGER = Logger.getLogger(OrderedIndexExamplesTest.class.getName());
     protected final Random rnd = new Random(50);
 
-    protected abstract ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
-            throws TreeIndexException;
+    protected abstract ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields) throws TreeIndexException;
 
-    protected abstract int getIndexFileId();
-    
     /**
-     * Fixed-Length Key,Value Example.
-     * 
-     * Create a tree index with one fixed-length key field and one fixed-length value
-     * field. Fill index with random values using insertions (not bulk load).
-     * Perform scans and range search.
+     * Fixed-Length Key,Value Example. Create a tree index with one fixed-length
+     * key field and one fixed-length value field. Fill index with random values
+     * using insertions (not bulk load). Perform scans and range search.
      */
     @Test
     public void fixedLengthKeyValueExample() throws Exception {
@@ -82,10 +82,13 @@
         IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
         cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+        treeIndex.create();
+        treeIndex.activate();
 
         long start = System.currentTimeMillis();
         if (LOGGER.isLoggable(Level.INFO)) {
@@ -93,7 +96,8 @@
         }
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
         int numInserts = 10000;
         for (int i = 0; i < numInserts; i++) {
             int f0 = rnd.nextInt() % numInserts;
@@ -129,15 +133,92 @@
 
         rangeSearch(cmpFactories, indexAccessor, fieldSerdes, lowKey, highKey);
 
-        treeIndex.close();
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
     /**
-     * Composite Key Example (Non-Unique Index).
-     * 
-     * Create a tree index with two fixed-length key fields and one fixed-length
-     * value field. Fill index with random values using insertions (not bulk
-     * load) Perform scans and range search.
+     * This test the btree page split. Originally this test didn't pass since
+     * the btree was spliting by cardinality and not size. Thus, we might end
+     * up with a situation where there is not enough space to insert the new
+     * tuple after the split which will throw an error and the split won't be
+     * propagated to upper level; thus, the tree is corrupted. Now, it split
+     * page by size. The correct behavior on abnormally large keys/values.
+     */
+    @Test
+    public void pageSplitTestExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("BTree page split test.");
+        }
+
+        // Declare fields.
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        typeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+
+        // Declare keys.
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+        treeIndex.create();
+        treeIndex.activate();
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        String key = "111";
+        String data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "222";
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "333";
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "444";
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "555";
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "666";
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Composite Key Example (Non-Unique Index). Create a tree index with two
+     * fixed-length key fields and one fixed-length value field. Fill index with
+     * random values using insertions (not bulk load) Perform scans and range
+     * search.
      */
     @Test
     public void twoFixedLengthKeysOneFixedLengthValueExample() throws Exception {
@@ -161,10 +242,14 @@
         cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
         cmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+        bloomFilterKeyFields[1] = 1;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+        treeIndex.create();
+        treeIndex.activate();
 
         long start = System.currentTimeMillis();
         if (LOGGER.isLoggable(Level.INFO)) {
@@ -172,7 +257,8 @@
         }
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
         int numInserts = 10000;
         for (int i = 0; i < 10000; i++) {
             int f0 = rnd.nextInt() % 2000;
@@ -210,7 +296,9 @@
         // Prefix-Range search in [-3, 3]
         rangeSearch(cmpFactories, indexAccessor, fieldSerdes, lowKey, highKey);
 
-        treeIndex.close();
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
     /**
@@ -238,10 +326,13 @@
         IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
         cmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+        treeIndex.create();
+        treeIndex.activate();
 
         long start = System.currentTimeMillis();
         if (LOGGER.isLoggable(Level.INFO)) {
@@ -249,7 +340,8 @@
         }
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
         // Max string length to be generated.
         int maxLength = 10;
         int numInserts = 10000;
@@ -259,7 +351,7 @@
             TupleUtils.createTuple(tb, tuple, fieldSerdes, f0, f1);
             if (LOGGER.isLoggable(Level.INFO)) {
                 if (i % 1000 == 0) {
-                    LOGGER.info("Inserting " + f0 + " " + f1);
+                    LOGGER.info("Inserting[" + i + "] " + f0 + " " + f1);
                 }
             }
             try {
@@ -287,15 +379,16 @@
 
         rangeSearch(cmpFactories, indexAccessor, fieldSerdes, lowKey, highKey);
 
-        treeIndex.close();
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
     /**
-     * Deletion Example.
-     * 
-     * Create a BTree with one variable-length key field and one variable-length
-     * value field. Fill B-tree with random values using insertions, then delete
-     * entries one-by-one. Repeat procedure a few times on same BTree.
+     * Deletion Example. Create a BTree with one variable-length key field and
+     * one variable-length value field. Fill B-tree with random values using
+     * insertions, then delete entries one-by-one. Repeat procedure a few times
+     * on same BTree.
      */
     @Test
     public void deleteExample() throws Exception {
@@ -317,14 +410,18 @@
         IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
         cmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+        treeIndex.create();
+        treeIndex.activate();
 
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
         // Max string length to be generated.
         int runs = 3;
         for (int run = 0; run < runs; run++) {
@@ -388,15 +485,16 @@
                 break;
             }
         }
-        treeIndex.close();
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
     /**
-     * Update example.
-     * 
-     * Create a BTree with one variable-length key field and one variable-length
-     * value field. Fill B-tree with random values using insertions, then update
-     * entries one-by-one. Repeat procedure a few times on same BTree.
+     * Update example. Create a BTree with one variable-length key field and one
+     * variable-length value field. Fill B-tree with random values using
+     * insertions, then update entries one-by-one. Repeat procedure a few times
+     * on same BTree.
      */
     @Test
     public void updateExample() throws Exception {
@@ -418,15 +516,19 @@
         IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
         cmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+        treeIndex.create();
+        treeIndex.activate();
 
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Inserting into tree...");
         }
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
         int maxLength = 10;
@@ -474,15 +576,14 @@
             // Do another scan after a round of updates.
             orderedScan(indexAccessor, fieldSerdes);
         }
-        treeIndex.close();
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
     /**
-     * Bulk load example.
-     * 
-     * Load a tree with 100,000 tuples. BTree has a composite key to "simulate"
-     * non-unique index creation.
-     * 
+     * Bulk load example. Load a tree with 100,000 tuples. BTree has a composite
+     * key to "simulate" non-unique index creation.
      */
     @Test
     public void bulkLoadExample() throws Exception {
@@ -505,10 +606,14 @@
         cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
         cmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+        bloomFilterKeyFields[1] = 1;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+        treeIndex.create();
+        treeIndex.activate();
 
         // Load sorted records.
         int ins = 100000;
@@ -516,20 +621,21 @@
             LOGGER.info("Bulk loading " + ins + " tuples");
         }
         long start = System.currentTimeMillis();
-        IIndexBulkLoadContext bulkLoadCtx = treeIndex.beginBulkLoad(0.7f);
+        IIndexBulkLoader bulkLoader = treeIndex.createBulkLoader(0.7f, false, ins);
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
         for (int i = 0; i < ins; i++) {
             TupleUtils.createIntegerTuple(tb, tuple, i, i, 5);
-            treeIndex.bulkLoadAddTuple(tuple, bulkLoadCtx);
+            bulkLoader.add(tuple);
         }
-        treeIndex.endBulkLoad(bulkLoadCtx);
+        bulkLoader.end();
         long end = System.currentTimeMillis();
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info(ins + " tuples loaded in " + (end - start) + "ms");
         }
 
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
 
         // Build low key.
         ArrayTupleBuilder lowKeyTb = new ArrayTupleBuilder(1);
@@ -544,15 +650,85 @@
         // Prefix-Range search in [44444, 44500]
         rangeSearch(cmpFactories, indexAccessor, fieldSerdes, lowKey, highKey);
 
-        treeIndex.close();
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
-    private void orderedScan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes)
-            throws Exception {
+    /**
+     * Bulk load failure example. Repeatedly loads a tree with 1,000 tuples, of
+     * which one tuple at each possible position does not conform to the
+     * expected order. We expect the bulk load to fail with an exception.
+     */
+    @Test
+    public void bulkOrderVerificationExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Bulk load order verification example");
+        }
+        // Declare fields.
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+
+        // declare keys
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        Random rnd = new Random();
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        int ins = 1000;
+        for (int i = 1; i < ins; i++) {
+            ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+            treeIndex.create();
+            treeIndex.activate();
+
+            // Load sorted records, and expect to fail at tuple i.
+            IIndexBulkLoader bulkLoader = treeIndex.createBulkLoader(0.7f, true, ins);
+            for (int j = 0; j < ins; j++) {
+                if (j > i) {
+                    fail("Bulk load failure test unexpectedly succeeded past tuple: " + j);
+                }
+                int key = j;
+                if (j == i) {
+                    int swapElementCase = Math.abs(rnd.nextInt()) % 2;
+                    if (swapElementCase == 0) {
+                        // Element equal to previous element.
+                        key--;
+                    } else {
+                        // Element smaller than previous element.
+                        key -= Math.abs(Math.random() % (ins - 1)) + 1;
+                    }
+                }
+                TupleUtils.createIntegerTuple(tb, tuple, key, 5);
+                try {
+                    bulkLoader.add(tuple);
+                } catch (UnsortedInputException e) {
+                    if (j != i) {
+                        fail("Unexpected exception: " + e.getMessage());
+                    }
+                    // Success.
+                    break;
+                }
+            }
+
+            treeIndex.deactivate();
+            treeIndex.destroy();
+        }
+    }
+
+    private void orderedScan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Ordered Scan:");
         }
-        IIndexCursor scanCursor = (IIndexCursor) indexAccessor.createSearchCursor();        
+        IIndexCursor scanCursor = (IIndexCursor) indexAccessor.createSearchCursor();
         RangePredicate nullPred = new RangePredicate(null, null, true, true, null, null);
         indexAccessor.search(scanCursor, nullPred);
         try {
@@ -569,45 +745,44 @@
         }
     }
 
-	private void diskOrderScan(IIndexAccessor indexAccessor,
-			ISerializerDeserializer[] fieldSerdes) throws Exception {
-		try {
-			if (LOGGER.isLoggable(Level.INFO)) {
-				LOGGER.info("Disk-Order Scan:");
-			}
-			ITreeIndexAccessor treeIndexAccessor = (ITreeIndexAccessor) indexAccessor;
-			TreeDiskOrderScanCursor diskOrderCursor = (TreeDiskOrderScanCursor) treeIndexAccessor
-					.createDiskOrderScanCursor();
-			treeIndexAccessor.diskOrderScan(diskOrderCursor);
-			try {
-				while (diskOrderCursor.hasNext()) {
-					diskOrderCursor.next();
-					ITupleReference frameTuple = diskOrderCursor.getTuple();
-					String rec = TupleUtils.printTuple(frameTuple, fieldSerdes);
-					if (LOGGER.isLoggable(Level.INFO)) {
-						LOGGER.info(rec);
-					}
-				}
-			} finally {
-				diskOrderCursor.close();
-			}
-		} catch (UnsupportedOperationException e) {
-			// Ignore exception because some indexes, e.g. the LSMBTree, don't
-			// support disk-order scan.
-			if (LOGGER.isLoggable(Level.INFO)) {
-				LOGGER.info("Ignoring disk-order scan since it's not supported.");
-			}
-		} catch (ClassCastException e) {
-			// Ignore exception because IIndexAccessor sometimes isn't
-			// an ITreeIndexAccessor, e.g., for the LSMBTree.
-			if (LOGGER.isLoggable(Level.INFO)) {
-				LOGGER.info("Ignoring disk-order scan since it's not supported.");
-			}
-		}
-	}
+    private void diskOrderScan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes) throws Exception {
+        try {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Disk-Order Scan:");
+            }
+            ITreeIndexAccessor treeIndexAccessor = (ITreeIndexAccessor) indexAccessor;
+            TreeIndexDiskOrderScanCursor diskOrderCursor = (TreeIndexDiskOrderScanCursor) treeIndexAccessor
+                    .createDiskOrderScanCursor();
+            treeIndexAccessor.diskOrderScan(diskOrderCursor);
+            try {
+                while (diskOrderCursor.hasNext()) {
+                    diskOrderCursor.next();
+                    ITupleReference frameTuple = diskOrderCursor.getTuple();
+                    String rec = TupleUtils.printTuple(frameTuple, fieldSerdes);
+                    if (LOGGER.isLoggable(Level.INFO)) {
+                        LOGGER.info(rec);
+                    }
+                }
+            } finally {
+                diskOrderCursor.close();
+            }
+        } catch (UnsupportedOperationException e) {
+            // Ignore exception because some indexes, e.g. the LSMBTree, don't
+            // support disk-order scan.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        } catch (ClassCastException e) {
+            // Ignore exception because IIndexAccessor sometimes isn't
+            // an ITreeIndexAccessor, e.g., for the LSMBTree.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        }
+    }
 
-    private void rangeSearch(IBinaryComparatorFactory[] cmpFactories, IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes,
-            ITupleReference lowKey, ITupleReference highKey) throws Exception {
+    private void rangeSearch(IBinaryComparatorFactory[] cmpFactories, IIndexAccessor indexAccessor,
+            ISerializerDeserializer[] fieldSerdes, ITupleReference lowKey, ITupleReference highKey) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             String lowKeyString = TupleUtils.printTuple(lowKey, fieldSerdes);
             String highKeyString = TupleUtils.printTuple(highKey, fieldSerdes);
@@ -616,8 +791,7 @@
         ITreeIndexCursor rangeCursor = (ITreeIndexCursor) indexAccessor.createSearchCursor();
         MultiComparator lowKeySearchCmp = BTreeUtils.getSearchMultiComparator(cmpFactories, lowKey);
         MultiComparator highKeySearchCmp = BTreeUtils.getSearchMultiComparator(cmpFactories, highKey);
-        RangePredicate rangePred = new RangePredicate(lowKey, highKey, true, true, lowKeySearchCmp,
-                highKeySearchCmp);
+        RangePredicate rangePred = new RangePredicate(lowKey, highKey, true, true, lowKeySearchCmp, highKeySearchCmp);
         indexAccessor.search(rangeCursor, rangePred);
         try {
             while (rangeCursor.hasNext()) {
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexInsertTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexInsertTest.java
index d12603b..32b597c 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexInsertTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexInsertTest.java
@@ -24,12 +24,10 @@
 /**
  * Tests the BTree insert operation with strings and integer fields using
  * various numbers of key and payload fields.
- * 
  * Each tests first fills a BTree with randomly generated tuples. We compare the
  * following operations against expected results: 1. Point searches for all
  * tuples. 2. Ordered scan. 3. Disk-order scan. 4. Range search (and prefix
  * search for composite keys).
- * 
  */
 @SuppressWarnings("rawtypes")
 public abstract class OrderedIndexInsertTest extends OrderedIndexTestDriver {
@@ -46,6 +44,8 @@
             ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
             throws Exception {
         OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
         // We assume all fieldSerdes are of the same type. Check the first one
         // to determine which field types to generate.
         if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
@@ -62,7 +62,10 @@
         if (prefixLowKey != null && prefixHighKey != null) {
             orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
         }
-        ctx.getIndex().close();
+
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
     }
 
     @Override
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java
index 3a894a2..fa22f6b 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java
@@ -29,95 +29,98 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IndexMultiThreadTestDriver;
 import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
-import edu.uci.ics.hyracks.storage.am.common.TreeIndexMultiThreadTestDriver;
-import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
 
 @SuppressWarnings("rawtypes")
-public abstract class OrderedIndexMultiThreadTest {    
-    
+public abstract class OrderedIndexMultiThreadTest {
+
     protected final Logger LOGGER = Logger.getLogger(OrderedIndexMultiThreadTest.class.getName());
-    
+
     // Machine-specific number of threads to use for testing.
     protected final int REGULAR_NUM_THREADS = Runtime.getRuntime().availableProcessors();
     // Excessive number of threads for testing.
     protected final int EXCESSIVE_NUM_THREADS = Runtime.getRuntime().availableProcessors() * 4;
-    protected final int NUM_OPERATIONS = 10000;
-    
-    protected ArrayList<TestWorkloadConf> workloadConfs = getTestWorkloadConf();    
-    
-    protected abstract void setUp() throws HyracksException;
-    
-    protected abstract void tearDown() throws HyracksDataException;        
+    protected final int NUM_OPERATIONS = AccessMethodTestsConfig.BTREE_MULTITHREAD_NUM_OPERATIONS;
 
-    protected abstract ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories) throws TreeIndexException;
-    
-    protected abstract int getFileId();
-    
-    protected abstract ITreeIndexTestWorkerFactory getWorkerFactory();
-    
+    protected ArrayList<TestWorkloadConf> workloadConfs = getTestWorkloadConf();
+
+    protected abstract void setUp() throws HyracksException;
+
+    protected abstract void tearDown() throws HyracksDataException;
+
+    protected abstract IIndex createIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields) throws TreeIndexException;
+
+    protected abstract IIndexTestWorkerFactory getWorkerFactory();
+
     protected abstract ArrayList<TestWorkloadConf> getTestWorkloadConf();
-    
+
     protected abstract String getIndexTypeName();
-    
-    protected static float[] getUniformOpProbs(TestOperation[] ops) {
-        float[] opProbs = new float[ops.length];
-        for (int i = 0; i < ops.length; i++) {
-            opProbs[i] = 1.0f / (float) ops.length;
-        }
-        return opProbs;
-    }
-    
-    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, int numThreads, TestWorkloadConf conf, String dataMsg) throws InterruptedException, TreeIndexException, HyracksException {
+
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, int numThreads, TestWorkloadConf conf,
+            String dataMsg) throws InterruptedException, TreeIndexException, HyracksException {
         setUp();
-        
+
         if (LOGGER.isLoggable(Level.INFO)) {
-        	String indexTypeName = getIndexTypeName();
-            LOGGER.info(indexTypeName + " MultiThread Test:\nData: " + dataMsg + "; Threads: " + numThreads + "; Workload: " + conf.toString() + ".");
+            String indexTypeName = getIndexTypeName();
+            LOGGER.info(indexTypeName + " MultiThread Test:\nData: " + dataMsg + "; Threads: " + numThreads
+                    + "; Workload: " + conf.toString() + ".");
         }
-        
+
         ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
-        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeys);     
-        
-        ITreeIndex index = createTreeIndex(typeTraits, cmpFactories);
-        ITreeIndexTestWorkerFactory workerFactory = getWorkerFactory();
-        
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeys);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[numKeys];
+        for (int i = 0; i < numKeys; ++i) {
+            bloomFilterKeyFields[i] = i;
+        }
+
+        IIndex index = createIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+        IIndexTestWorkerFactory workerFactory = getWorkerFactory();
+
         // 4 batches per thread.
         int batchSize = (NUM_OPERATIONS / numThreads) / 4;
-        
-        TreeIndexMultiThreadTestDriver driver = new TreeIndexMultiThreadTestDriver(index, workerFactory, fieldSerdes, conf.ops, conf.opProbs);
-        driver.init(getFileId());
+
+        IndexMultiThreadTestDriver driver = new IndexMultiThreadTestDriver(index, workerFactory, fieldSerdes, conf.ops,
+                conf.opProbs);
+        driver.init();
         long[] times = driver.run(numThreads, 1, NUM_OPERATIONS, batchSize);
+        index.validate();
         driver.deinit();
-        
+
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("BTree MultiThread Test Time: " + times[0] + "ms");
         }
-        
+
         tearDown();
     }
-    
+
     @Test
-    public void oneIntKeyAndValue() throws InterruptedException, TreeIndexException, HyracksException {        
-        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+    public void oneIntKeyAndValue() throws InterruptedException, TreeIndexException, HyracksException {
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
         int numKeys = 1;
         String dataMsg = "One Int Key And Value";
-        
+
         for (TestWorkloadConf conf : workloadConfs) {
             runTest(fieldSerdes, numKeys, REGULAR_NUM_THREADS, conf, dataMsg);
             runTest(fieldSerdes, numKeys, EXCESSIVE_NUM_THREADS, conf, dataMsg);
         }
     }
-    
+
     @Test
-    public void oneStringKeyAndValue() throws InterruptedException, TreeIndexException, HyracksException {        
-        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE };
+    public void oneStringKeyAndValue() throws InterruptedException, TreeIndexException, HyracksException {
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE };
         int numKeys = 1;
         String dataMsg = "One String Key And Value";
-        
+
         for (TestWorkloadConf conf : workloadConfs) {
             runTest(fieldSerdes, numKeys, REGULAR_NUM_THREADS, conf, dataMsg);
             runTest(fieldSerdes, numKeys, EXCESSIVE_NUM_THREADS, conf, dataMsg);
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestContext.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestContext.java
index f75a1f1..4ab0e87 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestContext.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestContext.java
@@ -20,16 +20,16 @@
 
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestContext;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.IndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
 
 @SuppressWarnings("rawtypes")
-public abstract class OrderedIndexTestContext extends TreeIndexTestContext<CheckTuple> {
+public abstract class OrderedIndexTestContext extends IndexTestContext<CheckTuple> {
 
     protected final TreeSet<CheckTuple> checkTuples = new TreeSet<CheckTuple>();
 
-    public OrderedIndexTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {
-        super(fieldSerdes, treeIndex);
+    public OrderedIndexTestContext(ISerializerDeserializer[] fieldSerdes, IIndex index) {
+        super(fieldSerdes, index);
     }
 
     public void upsertCheckTuple(CheckTuple checkTuple, Collection<CheckTuple> checkTuples) {
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestDriver.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestDriver.java
index 8daa5e0..ef2ee0b 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestDriver.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestDriver.java
@@ -27,12 +27,13 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
 
 @SuppressWarnings("rawtypes")
 public abstract class OrderedIndexTestDriver {
     protected final Logger LOGGER = Logger.getLogger(OrderedIndexTestDriver.class.getName());
 
-    protected static final int numTuplesToInsert = 10000;
+    protected static final int numTuplesToInsert = AccessMethodTestsConfig.BTREE_NUM_TUPLES_TO_INSERT;
 
     protected abstract OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
             BTreeLeafFrameType leafType) throws Exception;
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestUtils.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestUtils.java
index a053dde..04c64fe 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestUtils.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestUtils.java
@@ -7,8 +7,8 @@
 import java.io.DataInputStream;
 import java.util.Collection;
 import java.util.Iterator;
-import java.util.NavigableSet;
 import java.util.Random;
+import java.util.SortedSet;
 import java.util.TreeSet;
 import java.util.logging.Level;
 import java.util.logging.Logger;
@@ -25,7 +25,7 @@
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
@@ -43,47 +43,36 @@
                     actual.getFieldLength(i));
             DataInput dataIn = new DataInputStream(inStream);
             Object actualObj = fieldSerdes[i].deserialize(dataIn);
-            if (!actualObj.equals(expected.get(i))) {
-                fail("Actual and expected fields do not match on field " + i + ".\nExpected: " + expected.get(i)
+            if (!actualObj.equals(expected.getField(i))) {
+                fail("Actual and expected fields do not match on field " + i + ".\nExpected: " + expected.getField(i)
                         + "\nActual  : " + actualObj);
             }
         }
     }
 
     @SuppressWarnings("unchecked")
-    // Create a new TreeSet containing the elements satisfying the prefix
-    // search.
+    // Create a new TreeSet containing the elements satisfying the prefix search.
     // Implementing prefix search by changing compareTo() in CheckTuple does not
     // work.
-    public static TreeSet<CheckTuple> getPrefixExpectedSubset(TreeSet<CheckTuple> checkTuples, CheckTuple lowKey,
+    public static SortedSet<CheckTuple> getPrefixExpectedSubset(TreeSet<CheckTuple> checkTuples, CheckTuple lowKey,
             CheckTuple highKey) {
-        TreeSet<CheckTuple> expectedSubset = new TreeSet<CheckTuple>();
-        Iterator<CheckTuple> iter = checkTuples.iterator();
-        while (iter.hasNext()) {
-            CheckTuple t = iter.next();
-            boolean geLowKey = true;
-            boolean leHighKey = true;
-            for (int i = 0; i < lowKey.getNumKeys(); i++) {
-                if (t.get(i).compareTo(lowKey.get(i)) < 0) {
-                    geLowKey = false;
-                    break;
-                }
-            }
-            for (int i = 0; i < highKey.getNumKeys(); i++) {
-                if (t.get(i).compareTo(highKey.get(i)) > 0) {
-                    leHighKey = false;
-                    break;
-                }
-            }
-            if (geLowKey && leHighKey) {
-                expectedSubset.add(t);
-            }
+        lowKey.setIsHighKey(false);
+        highKey.setIsHighKey(true);
+        CheckTuple low = checkTuples.ceiling(lowKey);
+        CheckTuple high = checkTuples.floor(highKey);
+        if (low == null || high == null) {
+            // Must be empty.
+            return new TreeSet<CheckTuple>();
         }
-        return expectedSubset;
+        if (high.compareTo(low) < 0) {
+            // Must be empty.
+            return new TreeSet<CheckTuple>();
+        }
+        return checkTuples.subSet(low, true, high, true);
     }
 
     @SuppressWarnings("unchecked")
-    public void checkRangeSearch(ITreeIndexTestContext ctx, ITupleReference lowKey, ITupleReference highKey,
+    public void checkRangeSearch(IIndexTestContext ctx, ITupleReference lowKey, ITupleReference highKey,
             boolean lowKeyInclusive, boolean highKeyInclusive) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Testing Range Search.");
@@ -99,7 +88,7 @@
         CheckTuple lowKeyCheck = createCheckTupleFromTuple(lowKey, ctx.getFieldSerdes(), lowKeyCmp.getKeyFieldCount());
         CheckTuple highKeyCheck = createCheckTupleFromTuple(highKey, ctx.getFieldSerdes(),
                 highKeyCmp.getKeyFieldCount());
-        NavigableSet<CheckTuple> expectedSubset = null;
+        SortedSet<CheckTuple> expectedSubset = null;
         if (lowKeyCmp.getKeyFieldCount() < ctx.getKeyFieldCount()
                 || highKeyCmp.getKeyFieldCount() < ctx.getKeyFieldCount()) {
             // Searching on a key prefix (low key or high key or both).
@@ -132,7 +121,7 @@
         }
     }
 
-    public void checkPointSearches(ITreeIndexTestContext ictx) throws Exception {
+    public void checkPointSearches(IIndexTestContext ictx) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Testing Point Searches On All Expected Keys.");
         }
@@ -177,7 +166,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void insertStringTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void insertStringTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         String[] fieldValues = new String[fieldCount];
@@ -207,10 +196,10 @@
             }
         }
     }
-    
-    public void upsertStringTuples(ITreeIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
-    	OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
-    	int fieldCount = ctx.getFieldCount();
+
+    public void upsertStringTuples(IIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
+        OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
+        int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         String[] fieldValues = new String[fieldCount];
         for (int i = 0; i < numTuples; i++) {
@@ -235,7 +224,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void bulkLoadStringTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void bulkLoadStringTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         String[] fieldValues = new String[fieldCount];
@@ -262,9 +251,9 @@
         }
     }
 
-    public void upsertIntTuples(ITreeIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
+    public void upsertIntTuples(IIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
         OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
-    	int fieldCount = ctx.getFieldCount();
+        int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         int[] fieldValues = new int[ctx.getFieldCount()];
         // Scale range of values according to number of keys.
@@ -286,9 +275,9 @@
             ctx.upsertCheckTuple(createIntCheckTuple(fieldValues, ctx.getKeyFieldCount()), ctx.getCheckTuples());
         }
     }
-    
+
     @SuppressWarnings("unchecked")
-    public void updateTuples(ITreeIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
+    public void updateTuples(IIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
         OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
         int fieldCount = ctx.getFieldCount();
         int keyFieldCount = ctx.getKeyFieldCount();
@@ -317,7 +306,7 @@
             // Update check tuple's non-key fields.
             for (int j = keyFieldCount; j < fieldCount; j++) {
                 Comparable newValue = getRandomUpdateValue(ctx.getFieldSerdes()[j], rnd);
-                checkTuple.set(j, newValue);
+                checkTuple.setField(j, newValue);
             }
 
             createTupleFromCheckTuple(checkTuple, updateTupleBuilder, updateTuple, ctx.getFieldSerdes());
@@ -334,7 +323,7 @@
     public CheckTuple createStringCheckTuple(String[] fieldValues, int numKeyFields) {
         CheckTuple<String> checkTuple = new CheckTuple<String>(fieldValues.length, numKeyFields);
         for (String s : fieldValues) {
-            checkTuple.add((String) s);
+            checkTuple.appendField((String) s);
         }
         return checkTuple;
     }
@@ -396,7 +385,7 @@
     protected CheckTuple createIntCheckTuple(int[] fieldValues, int numKeyFields) {
         CheckTuple<Integer> checkTuple = new CheckTuple<Integer>(fieldValues.length, numKeyFields);
         for (int v : fieldValues) {
-            checkTuple.add(v);
+            checkTuple.appendField(v);
         }
         return checkTuple;
     }
@@ -421,12 +410,12 @@
     }
 
     @Override
-    protected ArrayTupleBuilder createDeleteTupleBuilder(ITreeIndexTestContext ctx) {
+    protected ArrayTupleBuilder createDeleteTupleBuilder(IIndexTestContext ctx) {
         return new ArrayTupleBuilder(ctx.getKeyFieldCount());
     }
 
     @Override
-    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, ITreeIndexTestContext ctx)
+    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, IIndexTestContext ctx)
             throws HyracksDataException {
         @SuppressWarnings("unchecked")
         TreeSet<CheckTuple> checkTuples = (TreeSet<CheckTuple>) ctx.getCheckTuples();
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexUpdateTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexUpdateTest.java
index 65b2ade..049724e 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexUpdateTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexUpdateTest.java
@@ -20,6 +20,7 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
 
 @SuppressWarnings("rawtypes")
 public abstract class OrderedIndexUpdateTest extends OrderedIndexTestDriver {
@@ -31,7 +32,7 @@
         this.orderedIndexTestUtils = new OrderedIndexTestUtils();
     }
 
-    private static final int numUpdateRounds = 3;
+    private static final int numUpdateRounds = AccessMethodTestsConfig.BTREE_NUM_UPDATE_ROUNDS;
 
     @Override
     protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
@@ -42,6 +43,8 @@
             return;
         }
         OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
         // We assume all fieldSerdes are of the same type. Check the first one
         // to determine which field types to generate.
         if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
@@ -60,6 +63,10 @@
                 orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
             }
         }
+
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
     }
 
     @Override
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexUpsertTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexUpsertTest.java
index 0d94a18..d34928f 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexUpsertTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexUpsertTest.java
@@ -24,12 +24,10 @@
 /**
  * Tests the BTree insert operation with strings and integer fields using
  * various numbers of key and payload fields.
- * 
  * Each tests first fills a BTree with randomly generated tuples. We compare the
  * following operations against expected results: 1. Point searches for all
  * tuples. 2. Ordered scan. 3. Disk-order scan. 4. Range search (and prefix
  * search for composite keys).
- * 
  */
 @SuppressWarnings("rawtypes")
 public abstract class OrderedIndexUpsertTest extends OrderedIndexTestDriver {
@@ -46,6 +44,8 @@
             ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
             throws Exception {
         OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
         // We assume all fieldSerdes are of the same type. Check the first one
         // to determine which field types to generate.
         if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
@@ -62,7 +62,9 @@
         if (prefixLowKey != null && prefixHighKey != null) {
             orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
         }
-        ctx.getIndex().close();
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
     }
 
     @Override
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexLifecycleTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexLifecycleTest.java
new file mode 100644
index 0000000..2226d94
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexLifecycleTest.java
@@ -0,0 +1,96 @@
+package edu.uci.ics.hyracks.storage.am.common;
+
+import org.junit.After;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+
+public abstract class AbstractIndexLifecycleTest {
+
+    protected IIndex index;
+
+    protected abstract boolean persistentStateExists() throws Exception;
+
+    protected abstract boolean isEmptyIndex() throws Exception;
+
+    protected abstract void performInsertions() throws Exception;
+
+    protected abstract void checkInsertions() throws Exception;
+
+    protected abstract void clearCheckableInsertions() throws Exception;
+
+    @Before
+    public abstract void setup() throws Exception;
+
+    @After
+    public abstract void tearDown() throws Exception;
+
+    @Test
+    public void validSequenceTest() throws Exception {
+        // Double create is valid
+        index.create();
+        Assert.assertTrue(persistentStateExists());
+        index.create();
+        Assert.assertTrue(persistentStateExists());
+
+        // Double open is valid
+        index.activate();
+        index.activate();
+        Assert.assertTrue(isEmptyIndex());
+
+        // Insert some stuff
+        performInsertions();
+        checkInsertions();
+
+        // Check that the inserted stuff isn't there
+        clearCheckableInsertions();
+        index.clear();
+        Assert.assertTrue(isEmptyIndex());
+
+        // Insert more stuff
+        performInsertions();
+
+        // Double close is valid
+        index.deactivate();
+        index.deactivate();
+
+        // Check that the inserted stuff is still there
+        index.activate();
+        checkInsertions();
+        index.deactivate();
+
+        // Double destroy is valid
+        index.destroy();
+        Assert.assertFalse(persistentStateExists());
+        index.destroy();
+        Assert.assertFalse(persistentStateExists());
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest1() throws Exception {
+        index.create();
+        index.activate();
+        index.create();
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest2() throws Exception {
+        index.create();
+        index.activate();
+        index.destroy();
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest3() throws Exception {
+        index.create();
+        index.clear();
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest4() throws Exception {
+        index.clear();
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexTestWorker.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexTestWorker.java
new file mode 100644
index 0000000..f9ff26a
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexTestWorker.java
@@ -0,0 +1,72 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common;
+
+import java.util.Random;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleBatch;
+
+public abstract class AbstractIndexTestWorker extends Thread implements ITreeIndexTestWorker {
+    private final Random rnd;
+    private final DataGenThread dataGen;
+    private final TestOperationSelector opSelector;
+    private final int numBatches;
+
+    protected final IIndexAccessor indexAccessor;
+
+    public AbstractIndexTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches) {
+        this.dataGen = dataGen;
+        this.opSelector = opSelector;
+        this.numBatches = numBatches;
+        this.rnd = new Random();
+        this.indexAccessor = index.createAccessor(TestOperationCallback.INSTANCE, TestOperationCallback.INSTANCE);
+    }
+
+    @Override
+    public void run() {
+        try {
+            for (int i = 0; i < numBatches; i++) {
+                TupleBatch batch = dataGen.getBatch();
+                for (int j = 0; j < batch.size(); j++) {
+                    TestOperation op = opSelector.getOp(rnd.nextInt());
+                    ITupleReference tuple = batch.get(j);
+                    performOp(tuple, op);
+                }
+                dataGen.releaseBatch(batch);
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+
+    protected void consumeCursorTuples(IIndexCursor cursor) throws HyracksDataException, IndexException {
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+            }
+        } finally {
+            cursor.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractTreeIndexTestWorker.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractTreeIndexTestWorker.java
deleted file mode 100644
index eca9b35..0000000
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractTreeIndexTestWorker.java
+++ /dev/null
@@ -1,70 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common;
-
-import java.util.Random;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
-import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
-import edu.uci.ics.hyracks.storage.am.common.datagen.TupleBatch;
-
-public abstract class AbstractTreeIndexTestWorker extends Thread implements ITreeIndexTestWorker {
-    private Random rnd = new Random();
-    private final DataGenThread dataGen;
-    private final TestOperationSelector opSelector;
-    private final int numBatches;
-    
-    protected final IIndexAccessor indexAccessor;
-    
-    public AbstractTreeIndexTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index, int numBatches) {
-        this.dataGen = dataGen;
-        this.opSelector = opSelector;
-        this.numBatches = numBatches;
-        indexAccessor = index.createAccessor();
-    }
-    
-    @Override
-    public void run() {
-        try {
-            for (int i = 0; i < numBatches; i++) {
-                TupleBatch batch = dataGen.getBatch();     
-                for (int j = 0; j < batch.size(); j++) {
-                    TestOperation op = opSelector.getOp(rnd.nextInt());
-                    ITupleReference tuple = batch.get(j);
-                    performOp(tuple, op);
-                }
-                dataGen.releaseBatch(batch);
-            }
-        } catch (Exception e) {
-            e.printStackTrace();
-        }
-    }
-    
-    protected void consumeCursorTuples(IIndexCursor cursor) throws HyracksDataException {
-        try {
-            while (cursor.hasNext()) {
-                cursor.next();
-            }
-        } finally {
-            cursor.close();
-        }
-    }
-}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/CheckTuple.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/CheckTuple.java
index 4b4b90b..b7037d6 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/CheckTuple.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/CheckTuple.java
@@ -17,42 +17,75 @@
 
 @SuppressWarnings({"rawtypes", "unchecked"})
 public class CheckTuple<T extends Comparable<T>> implements Comparable<T> {
-    protected final int numKeys;    
-    protected final Comparable[] tuple;
+    protected final int numKeys;
+    protected final Comparable[] fields;
     protected int pos;
+    protected boolean isHighKey;
 
     public CheckTuple(int numFields, int numKeys) {
         this.numKeys = numKeys;
-        this.tuple = new Comparable[numFields];
+        this.fields = new Comparable[numFields];
         pos = 0;
+        isHighKey = false;
     }
 
-    public void add(T e) {
-        tuple[pos++] = e;
+    public void appendField(T e) {
+        fields[pos++] = e;
     }
 
-    @Override
-    public int compareTo(T o) {
-        CheckTuple<T> other = (CheckTuple<T>)o;
-        for (int i = 0; i < numKeys; i++) {            
-            int cmp = tuple[i].compareTo(other.get(i));
-            if (cmp != 0) {
-                return cmp;
-            }
+	@Override
+	public int compareTo(T o) {
+		CheckTuple<T> other = (CheckTuple<T>) o;
+		int cmpFieldCount = Math.min(other.getNumKeys(), numKeys);
+		for (int i = 0; i < cmpFieldCount; i++) {
+			int cmp = fields[i].compareTo(other.getField(i));
+			if (cmp != 0) {
+				return cmp;
+			}
+		}
+		if (other.getNumKeys() == numKeys) {
+		    return 0;
+		}
+		if (other.getNumKeys() < numKeys) {
+		    return (other.isHighKey) ? -1 : 1;
+		}
+		if (other.getNumKeys() > numKeys) {
+            return (isHighKey) ? 1 : -1;
         }
-        return 0;
-    }
+		return 0;
+	}
 
-    public T get(int idx) {
-        return (T)tuple[idx];
-    }
+	@Override
+	public boolean equals(Object o) {
+		if (!(o instanceof Comparable<?>)) {
+			return false;
+		}
+		return compareTo((T) o) == 0;
+	}
     
-    public void set(int idx, T e) {
-        tuple[idx] = e;
+	@Override
+	public int hashCode() {
+		int hash = 0;
+		for (int i = 0; i < numKeys; i++) {
+			hash = 37 * hash + fields[i].hashCode();
+		}
+		return hash;
+	}
+	
+	public void setIsHighKey(boolean isHighKey) {
+	    this.isHighKey = isHighKey;
+	}
+	
+	public T getField(int idx) {
+		return (T) fields[idx];
+	}
+    
+    public void setField(int idx, T e) {
+        fields[idx] = e;
     }
     
     public int size() {
-        return tuple.length;
+        return fields.length;
     }
     
     public int getNumKeys() {
@@ -62,9 +95,9 @@
     @Override
     public String toString() {
         StringBuilder strBuilder = new StringBuilder();
-        for (int i = 0; i < tuple.length; i++) {
-            strBuilder.append(tuple[i].toString());
-            if (i != tuple.length-1) {
+        for (int i = 0; i < fields.length; i++) {
+            strBuilder.append(fields[i].toString());
+            if (i != fields.length-1) {
                 strBuilder.append(" ");
             }
         }
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestContext.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestContext.java
new file mode 100644
index 0000000..3599c5e
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestContext.java
@@ -0,0 +1,51 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common;
+
+import java.util.Collection;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+
+@SuppressWarnings("rawtypes")
+public interface IIndexTestContext<T extends CheckTuple> {
+    public int getFieldCount();
+
+    public int getKeyFieldCount();
+
+    public ISerializerDeserializer[] getFieldSerdes();
+
+    public IBinaryComparatorFactory[] getComparatorFactories();
+
+    public IIndexAccessor getIndexAccessor();
+
+    public IIndex getIndex();
+
+    public ArrayTupleReference getTuple();
+
+    public ArrayTupleBuilder getTupleBuilder();
+
+    public void insertCheckTuple(T checkTuple, Collection<T> checkTuples);      
+
+    public void deleteCheckTuple(T checkTuple, Collection<T> checkTuples);
+
+    public Collection<T> getCheckTuples();
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestWorkerFactory.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestWorkerFactory.java
new file mode 100644
index 0000000..d4efb3e
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestWorkerFactory.java
@@ -0,0 +1,24 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+public interface IIndexTestWorkerFactory {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches);
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/ITreeIndexTestWorkerFactory.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/ITreeIndexTestWorkerFactory.java
deleted file mode 100644
index 64b5aea..0000000
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/ITreeIndexTestWorkerFactory.java
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common;
-
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
-import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
-
-public interface ITreeIndexTestWorkerFactory {
-    public AbstractTreeIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index, int numBatches);
-}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexMultiThreadTestDriver.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexMultiThreadTestDriver.java
new file mode 100644
index 0000000..ca1d28f
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexMultiThreadTestDriver.java
@@ -0,0 +1,91 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+@SuppressWarnings("rawtypes")
+public class IndexMultiThreadTestDriver {
+    protected static final int RANDOM_SEED = 50;
+    // Means no additional payload. Only the specified fields.
+    protected static final int PAYLOAD_SIZE = 0;
+    protected final TestOperationSelector opSelector;
+    protected final ISerializerDeserializer[] fieldSerdes;
+    protected final IIndex index;
+    protected final IIndexTestWorkerFactory workerFactory;
+
+    public IndexMultiThreadTestDriver(IIndex index, IIndexTestWorkerFactory workerFactory,
+            ISerializerDeserializer[] fieldSerdes, TestOperation[] ops, double[] opProbs) {
+        this.index = index;
+        this.workerFactory = workerFactory;
+        this.fieldSerdes = fieldSerdes;
+        this.opSelector = new TestOperationSelector(ops, opProbs);
+    }
+
+    public void init() throws HyracksDataException {
+        index.create();
+        index.activate();
+    }
+
+    public long[] run(int numThreads, int numRepeats, int numOps, int batchSize) throws InterruptedException,
+            TreeIndexException {
+        int numBatches = numOps / batchSize;
+        int threadNumBatches = numBatches / numThreads;
+        if (threadNumBatches <= 0) {
+            throw new TreeIndexException("Inconsistent parameters given. Need at least one batch per thread.");
+        }
+        long[] times = new long[numRepeats];
+        for (int i = 0; i < numRepeats; i++) {
+            DataGenThread dataGen = createDatagenThread(numThreads, numBatches, batchSize);
+            dataGen.start();
+            // Wait until the tupleBatchQueue is filled to capacity.
+            while (dataGen.tupleBatchQueue.remainingCapacity() != 0 && dataGen.tupleBatchQueue.size() != numBatches) {
+                Thread.sleep(10);
+            }
+
+            // Start worker threads.
+            AbstractIndexTestWorker[] workers = new AbstractIndexTestWorker[numThreads];
+            long start = System.currentTimeMillis();
+            for (int j = 0; j < numThreads; j++) {
+                workers[j] = workerFactory.create(dataGen, opSelector, index, threadNumBatches);
+                workers[j].start();
+            }
+            // Join worker threads.
+            for (int j = 0; j < numThreads; j++) {
+                workers[j].join();
+            }
+            long end = System.currentTimeMillis();
+            times[i] = end - start;
+        }
+        return times;
+    }
+
+    public void deinit() throws HyracksDataException {
+        index.deactivate();
+        index.destroy();
+    }
+
+    // To allow subclasses to override the data gen params.
+    public DataGenThread createDatagenThread(int numThreads, int numBatches, int batchSize) {
+        return new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, PAYLOAD_SIZE, RANDOM_SEED,
+                2 * numThreads, false);
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexTestContext.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexTestContext.java
new file mode 100644
index 0000000..e0aa1db
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexTestContext.java
@@ -0,0 +1,81 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common;
+
+import java.util.Collection;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+
+@SuppressWarnings("rawtypes")
+public abstract class IndexTestContext<T extends CheckTuple> implements IIndexTestContext<T> {
+    protected final ISerializerDeserializer[] fieldSerdes;
+    protected final IIndex index;
+    protected final ArrayTupleBuilder tupleBuilder;
+    protected final ArrayTupleReference tuple = new ArrayTupleReference();
+    protected final IIndexAccessor indexAccessor;
+
+    public IndexTestContext(ISerializerDeserializer[] fieldSerdes, IIndex index) {
+        this.fieldSerdes = fieldSerdes;
+        this.index = index;
+        this.indexAccessor = (IIndexAccessor) index.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+        this.tupleBuilder = new ArrayTupleBuilder(fieldSerdes.length);
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldSerdes.length;
+    }
+
+    @Override
+    public IIndexAccessor getIndexAccessor() {
+        return indexAccessor;
+    }
+
+    @Override
+    public ArrayTupleReference getTuple() {
+        return tuple;
+    }
+
+    @Override
+    public ArrayTupleBuilder getTupleBuilder() {
+        return tupleBuilder;
+    }
+
+    @Override
+    public ISerializerDeserializer[] getFieldSerdes() {
+        return fieldSerdes;
+    }
+
+    @Override
+    public IIndex getIndex() {
+        return index;
+    }
+
+    @Override
+    public void insertCheckTuple(T checkTuple, Collection<T> checkTuples) {
+        checkTuples.add(checkTuple);
+    }
+
+    @Override
+    public void deleteCheckTuple(T checkTuple, Collection<T> checkTuples) {
+        checkTuples.remove(checkTuple);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationCallback.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationCallback.java
new file mode 100644
index 0000000..04f888b
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationCallback.java
@@ -0,0 +1,45 @@
+package edu.uci.ics.hyracks.storage.am.common;
+
+import java.util.Random;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+
+public enum TestOperationCallback implements ISearchOperationCallback, IModificationOperationCallback {
+    INSTANCE;
+
+    private static final int RANDOM_SEED = 50;
+    private final Random random = new Random();
+
+    private TestOperationCallback() {
+        random.setSeed(RANDOM_SEED);
+    }
+
+    @Override
+    public boolean proceed(ITupleReference tuple) {
+        // Always fail
+        return false;
+    }
+
+    @Override
+    public void reconcile(ITupleReference tuple) {
+        // Do nothing.
+    }
+
+    @Override
+    public void before(ITupleReference tuple) {
+        // Do nothing.        
+    }
+
+    @Override
+    public void found(ITupleReference before, ITupleReference after) {
+        // Do nothing.        
+    }
+
+    @Override
+    public void cancel(ITupleReference tuple) {
+        // Do nothing.
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationSelector.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationSelector.java
index 1ae79a1..47735e5 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationSelector.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationSelector.java
@@ -15,7 +15,8 @@
 
 package edu.uci.ics.hyracks.storage.am.common;
 
-import java.util.Arrays;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
+
 
 public class TestOperationSelector {
 
@@ -32,15 +33,15 @@
     }
     
     private final TestOperation[] ops;
-    private final int[] opRanges;    
+    private final int[] cumulIntRanges;    
     
-    public TestOperationSelector(TestOperation[] ops, float[] opProbs) {
+    public TestOperationSelector(TestOperation[] ops, double[] opProbs) {
         sanityCheck(ops, opProbs);
         this.ops = ops;
-        this.opRanges = getOpRanges(opProbs);
+        this.cumulIntRanges = ProbabilityHelper.getCumulIntRanges(opProbs);
     }
     
-    private void sanityCheck(TestOperation[] ops, float[] opProbs) {
+    private void sanityCheck(TestOperation[] ops, double[] opProbs) {
         if (ops.length == 0) {
             throw new RuntimeException("Empty op array.");
         }
@@ -59,25 +60,8 @@
         }
     }
     
-    private int[] getOpRanges(float[] opProbabilities) {
-        int[] opRanges = new int[opProbabilities.length];
-        if (opRanges.length > 1) {
-            opRanges[0] = (int) Math.floor(Integer.MAX_VALUE * opProbabilities[0]);
-            for (int i = 1; i < opRanges.length - 1; i++) {
-                opRanges[i] = opRanges[i - 1] + (int) Math.floor(Integer.MAX_VALUE * opProbabilities[i]);
-            }
-            opRanges[opRanges.length - 1] = Integer.MAX_VALUE;
-        } else {
-            opRanges[0] = Integer.MAX_VALUE;
-        }
-        return opRanges;
-    }
-    
     public TestOperation getOp(int randomInt) {
-        int ix = Arrays.binarySearch(opRanges, randomInt);
-        if (ix < 0) {
-            ix = -ix - 1;
-        }
+        int ix = ProbabilityHelper.choose(cumulIntRanges, randomInt);
         return ops[ix];
     }
 }
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestWorkloadConf.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestWorkloadConf.java
index 2437514..28845ed 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestWorkloadConf.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestWorkloadConf.java
@@ -19,9 +19,9 @@
 
 public class TestWorkloadConf {
     public final TestOperation[] ops;
-    public final float[] opProbs;
+    public final double[] opProbs;
 
-    public TestWorkloadConf(TestOperation[] ops, float[] opProbs) {
+    public TestWorkloadConf(TestOperation[] ops, double[] opProbs) {
         this.ops = ops;
         this.opProbs = opProbs;
     }
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexMultiThreadTestDriver.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexMultiThreadTestDriver.java
deleted file mode 100644
index 8c1d06f..0000000
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexMultiThreadTestDriver.java
+++ /dev/null
@@ -1,88 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
-import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
-
-@SuppressWarnings("rawtypes")
-public class TreeIndexMultiThreadTestDriver {
-    private static final int RANDOM_SEED = 50;
-    // Means no additional payload. Only the specified fields.
-    private static final int PAYLOAD_SIZE = 0;
-    private final TestOperationSelector opSelector;    
-    private final ISerializerDeserializer[] fieldSerdes;
-    private final ITreeIndex index;
-    private final ITreeIndexTestWorkerFactory workerFactory;
-    
-    public TreeIndexMultiThreadTestDriver(ITreeIndex index, ITreeIndexTestWorkerFactory workerFactory,
-            ISerializerDeserializer[] fieldSerdes, TestOperation[] ops, float[] opProbs) {
-        this.index = index;
-        this.workerFactory = workerFactory;
-        this.fieldSerdes = fieldSerdes;
-        this.opSelector = new TestOperationSelector(ops, opProbs);
-    }      
-    
-    public void init(int fileId) throws HyracksDataException {
-    	index.create(fileId);
-    	index.open(fileId);
-    }
-    
-    public long[] run(int numThreads, int numRepeats, int numOps, int batchSize) throws InterruptedException, TreeIndexException {
-        int numBatches = numOps / batchSize;
-        int threadNumBatches = numBatches / numThreads;
-        if (threadNumBatches <= 0) {
-            throw new TreeIndexException("Inconsistent parameters given. Need at least one batch per thread.");
-        }
-        long[] times = new long[numRepeats];
-        for (int i = 0; i < numRepeats; i++) {
-            DataGenThread dataGen = createDatagenThread(numThreads, numBatches, batchSize);
-            dataGen.start();
-            // Wait until the tupleBatchQueue is filled to capacity.
-            while (dataGen.tupleBatchQueue.remainingCapacity() != 0 && dataGen.tupleBatchQueue.size() != numBatches) {
-                Thread.sleep(10);
-            }
-                        
-            // Start worker threads.
-            AbstractTreeIndexTestWorker[] workers = new AbstractTreeIndexTestWorker[numThreads];
-            long start = System.currentTimeMillis();
-            for (int j = 0; j < numThreads; j++) {
-                workers[j] = workerFactory.create(dataGen, opSelector, index, threadNumBatches);
-                workers[j].start();
-            }
-            // Join worker threads.
-            for (int j = 0; j < numThreads; j++) {                
-                workers[j].join();
-            }
-            long end = System.currentTimeMillis();
-            times[i] = end - start;
-        }
-        return times;
-    }
-    
-    public void deinit() throws HyracksDataException {
-    	index.close();
-    }
-    
-    // To allow subclasses to override the data gen params.
-    public DataGenThread createDatagenThread(int numThreads, int numBatches, int batchSize) {
-        return new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, PAYLOAD_SIZE, RANDOM_SEED, 2*numThreads, false);
-    }
-}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestContext.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestContext.java
deleted file mode 100644
index bc5312c..0000000
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestContext.java
+++ /dev/null
@@ -1,80 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.common;
-
-import java.util.Collection;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
-
-@SuppressWarnings("rawtypes")
-public abstract class TreeIndexTestContext<T extends CheckTuple> implements ITreeIndexTestContext<T> {
-    protected final ISerializerDeserializer[] fieldSerdes;
-    protected final ITreeIndex treeIndex;
-    protected final ArrayTupleBuilder tupleBuilder;
-    protected final ArrayTupleReference tuple = new ArrayTupleReference();
-    protected final IIndexAccessor indexAccessor;
-
-    public TreeIndexTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {
-        this.fieldSerdes = fieldSerdes;
-        this.treeIndex = treeIndex;
-        this.indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
-        this.tupleBuilder = new ArrayTupleBuilder(fieldSerdes.length);
-    }
-
-    @Override
-    public int getFieldCount() {
-        return fieldSerdes.length;
-    }
-
-    @Override
-    public IIndexAccessor getIndexAccessor() {
-        return indexAccessor;
-    }
-
-    @Override
-    public ArrayTupleReference getTuple() {
-        return tuple;
-    }
-
-    @Override
-    public ArrayTupleBuilder getTupleBuilder() {
-        return tupleBuilder;
-    }
-
-    @Override
-    public ISerializerDeserializer[] getFieldSerdes() {
-        return fieldSerdes;
-    }
-
-    @Override
-    public ITreeIndex getIndex() {
-        return treeIndex;
-    }
-
-    @Override
-    public void insertCheckTuple(T checkTuple, Collection<T> checkTuples) {
-        checkTuples.add(checkTuple);
-    }
-
-    @Override
-    public void deleteCheckTuple(T checkTuple, Collection<T> checkTuples) {
-        checkTuples.remove(checkTuple);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestUtils.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestUtils.java
index d16553a..1a80231 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestUtils.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestUtils.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common;
 
 import static org.junit.Assert.fail;
@@ -18,7 +33,7 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
@@ -44,11 +59,11 @@
 
     protected abstract Collection createCheckTuplesCollection();
 
-    protected abstract ArrayTupleBuilder createDeleteTupleBuilder(ITreeIndexTestContext ctx);
+    protected abstract ArrayTupleBuilder createDeleteTupleBuilder(IIndexTestContext ctx);
 
     // See if tuple with corresponding checkTuple exists in ctx.checkTuples.
     protected abstract boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple,
-            ITreeIndexTestContext ctx) throws HyracksDataException;
+            IIndexTestContext ctx) throws HyracksDataException;
 
     @SuppressWarnings("unchecked")
     public static void createTupleFromCheckTuple(CheckTuple checkTuple, ArrayTupleBuilder tupleBuilder,
@@ -57,7 +72,7 @@
         DataOutput dos = tupleBuilder.getDataOutput();
         tupleBuilder.reset();
         for (int i = 0; i < fieldCount; i++) {
-            fieldSerdes[i].serialize(checkTuple.get(i), dos);
+            fieldSerdes[i].serialize(checkTuple.getField(i), dos);
             tupleBuilder.addFieldEndOffset();
         }
         tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
@@ -73,13 +88,13 @@
                     tuple.getFieldLength(i));
             DataInput dataIn = new DataInputStream(inStream);
             Comparable fieldObj = (Comparable) fieldSerdes[i].deserialize(dataIn);
-            checkTuple.add(fieldObj);
+            checkTuple.appendField(fieldObj);
         }
         return checkTuple;
     }
 
     @SuppressWarnings("unchecked")
-    public void checkScan(ITreeIndexTestContext ctx) throws Exception {
+    public void checkScan(IIndexTestContext ctx) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Testing Scan.");
         }
@@ -90,7 +105,7 @@
         checkExpectedResults(scanCursor, ctx.getCheckTuples(), ctx.getFieldSerdes(), ctx.getKeyFieldCount(), checkIter);
     }
 
-    public void checkDiskOrderScan(ITreeIndexTestContext ctx) throws Exception {
+    public void checkDiskOrderScan(IIndexTestContext ctx) throws Exception {
         try {
             if (LOGGER.isLoggable(Level.INFO)) {
                 LOGGER.info("Testing Disk-Order Scan.");
@@ -128,16 +143,16 @@
                 LOGGER.info("Ignoring disk-order scan since it's not supported.");
             }
         } catch (ClassCastException e) {
-			// Ignore exception because IIndexAccessor sometimes isn't
-			// an ITreeIndexAccessor, e.g., for the LSMBTree.
-			if (LOGGER.isLoggable(Level.INFO)) {
-				LOGGER.info("Ignoring disk-order scan since it's not supported.");
-			}
-		}
+            // Ignore exception because IIndexAccessor sometimes isn't
+            // an ITreeIndexAccessor, e.g., for the LSMBTree.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        }
     }
 
     @SuppressWarnings("unchecked")
-    public void insertIntTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void insertIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         int[] fieldValues = new int[ctx.getFieldCount()];
@@ -165,9 +180,9 @@
             }
         }
     }
-    
+
     @SuppressWarnings("unchecked")
-    public void upsertIntTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void upsertIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         int[] fieldValues = new int[ctx.getFieldCount()];
@@ -197,7 +212,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void bulkLoadIntTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void bulkLoadIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         int[] fieldValues = new int[ctx.getFieldCount()];
@@ -221,14 +236,14 @@
         }
     }
 
-    public static void bulkLoadCheckTuples(ITreeIndexTestContext ctx, Collection<CheckTuple> checkTuples)
+    public static void bulkLoadCheckTuples(IIndexTestContext ctx, Collection<CheckTuple> checkTuples)
             throws HyracksDataException, IndexException {
         int fieldCount = ctx.getFieldCount();
         int numTuples = checkTuples.size();
         ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
         // Perform bulk load.
-        IIndexBulkLoadContext bulkLoadCtx = ctx.getIndex().beginBulkLoad(0.7f);
+        IIndexBulkLoader bulkLoader = ctx.getIndex().createBulkLoader(0.7f, false, numTuples);
         int c = 1;
         for (CheckTuple checkTuple : checkTuples) {
             if (LOGGER.isLoggable(Level.INFO)) {
@@ -237,14 +252,14 @@
                 }
             }
             createTupleFromCheckTuple(checkTuple, tupleBuilder, tuple, ctx.getFieldSerdes());
-            ctx.getIndex().bulkLoadAddTuple(tuple, bulkLoadCtx);
+            bulkLoader.add(tuple);
             c++;
         }
-        ctx.getIndex().endBulkLoad(bulkLoadCtx);
+        bulkLoader.end();
     }
 
     @SuppressWarnings("unchecked")
-    public void deleteTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void deleteTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         ArrayTupleBuilder deleteTupleBuilder = createDeleteTupleBuilder(ctx);
         ArrayTupleReference deleteTuple = new ArrayTupleReference();
         int numCheckTuples = ctx.getCheckTuples().size();
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/config/AccessMethodTestsConfig.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/config/AccessMethodTestsConfig.java
new file mode 100644
index 0000000..f962200
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/config/AccessMethodTestsConfig.java
@@ -0,0 +1,182 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.config;
+
+/**
+ * Global parameters used for executing access method JUnit tests.
+ */
+public class AccessMethodTestsConfig {
+    // Test params for RTree, LSMRTree and LSMRTreeWithAntiMatterTuples.
+    public static final int RTREE_NUM_TUPLES_TO_INSERT = 100;
+    public static final int RTREE_NUM_INSERT_ROUNDS = 2;
+    public static final int RTREE_NUM_DELETE_ROUNDS = 2;
+    public static final int RTREE_MULTITHREAD_NUM_OPERATIONS = 200;
+    public static final boolean RTREE_TEST_RSTAR_POLICY = true;
+    // Test params for LSMRTree and LSMRTreeWithAntiMatterTuples.
+    public static final int LSM_RTREE_BULKLOAD_ROUNDS = 5;
+    public static final int LSM_RTREE_MAX_TREES_TO_MERGE = 3;
+    public static final boolean LSM_RTREE_TEST_RSTAR_POLICY = false;
+
+    // Test params for BTree, LSMBTree.
+    public static final int BTREE_NUM_TUPLES_TO_INSERT = 100;
+    public static final int BTREE_NUM_INSERT_ROUNDS = 3;
+    public static final int BTREE_NUM_DELETE_ROUNDS = 3;
+    public static final int BTREE_NUM_UPDATE_ROUNDS = 3;
+    public static final int BTREE_MULTITHREAD_NUM_OPERATIONS = 200;
+    // Test params for LSMBTree only.
+    public static final int LSM_BTREE_BULKLOAD_ROUNDS = 5;
+    public static final int LSM_BTREE_MAX_TREES_TO_MERGE = 10;
+
+    // Mem configuration for RTree.
+    public static final int RTREE_PAGE_SIZE = 512;
+    public static final int RTREE_NUM_PAGES = 1000;
+    public static final int RTREE_MAX_OPEN_FILES = 10;
+    public static final int RTREE_HYRACKS_FRAME_SIZE = 128;
+
+    // Mem configuration for LSMRTree and LSMRTreeWithAntiMatterTuples.
+    public static final int LSM_RTREE_DISK_PAGE_SIZE = 512;
+    public static final int LSM_RTREE_DISK_NUM_PAGES = 1000;
+    public static final int LSM_RTREE_DISK_MAX_OPEN_FILES = 2000;
+    public static final int LSM_RTREE_MEM_PAGE_SIZE = 512;
+    public static final int LSM_RTREE_MEM_NUM_PAGES = 1000;
+    public static final int LSM_RTREE_HYRACKS_FRAME_SIZE = 128;
+
+    // Mem configuration for BTree.
+    public static final int BTREE_PAGE_SIZE = 256;
+    public static final int BTREE_NUM_PAGES = 100;
+    public static final int BTREE_MAX_OPEN_FILES = 10;
+    public static final int BTREE_HYRACKS_FRAME_SIZE = 128;
+
+    // Mem configuration for LSMBTree.
+    public static final int LSM_BTREE_DISK_PAGE_SIZE = 256;
+    public static final int LSM_BTREE_DISK_NUM_PAGES = 1000;
+    public static final int LSM_BTREE_DISK_MAX_OPEN_FILES = 200;
+    public static final int LSM_BTREE_MEM_PAGE_SIZE = 256;
+    public static final int LSM_BTREE_MEM_NUM_PAGES = 100;
+    public static final int LSM_BTREE_HYRACKS_FRAME_SIZE = 128;
+
+    // Mem configuration for Inverted Index.
+    public static final int LSM_INVINDEX_DISK_PAGE_SIZE = 1024;
+    public static final int LSM_INVINDEX_DISK_NUM_PAGES = 1000;
+    public static final int LSM_INVINDEX_DISK_MAX_OPEN_FILES = 1000;
+    public static final int LSM_INVINDEX_MEM_PAGE_SIZE = 1024;
+    public static final int LSM_INVINDEX_MEM_NUM_PAGES = 100;
+    public static final int LSM_INVINDEX_HYRACKS_FRAME_SIZE = 32768;
+    // Test parameters.
+    public static final int LSM_INVINDEX_NUM_DOCS_TO_INSERT = 100;
+    // Used for full-fledged search test.
+    public static final int LSM_INVINDEX_NUM_DOC_QUERIES = 1000;
+    public static final int LSM_INVINDEX_NUM_RANDOM_QUERIES = 1000;
+    // Used for non-search tests to sanity check index searches.
+    public static final int LSM_INVINDEX_TINY_NUM_DOC_QUERIES = 200;
+    public static final int LSM_INVINDEX_TINY_NUM_RANDOM_QUERIES = 200;
+    public static final int LSM_INVINDEX_NUM_BULKLOAD_ROUNDS = 5;
+    public static final int LSM_INVINDEX_MAX_TREES_TO_MERGE = 5;
+    public static final int LSM_INVINDEX_NUM_INSERT_ROUNDS = 3;
+    public static final int LSM_INVINDEX_NUM_DELETE_ROUNDS = 3;
+    // Allocate a generous size to make sure we have enough elements for all tests.
+    public static final int LSM_INVINDEX_SCAN_COUNT_ARRAY_SIZE = 1000000;
+    public static final int LSM_INVINDEX_MULTITHREAD_NUM_OPERATIONS = 200;
+
+    // Test params for BloomFilter
+    public static final int BLOOM_FILTER_NUM_TUPLES_TO_INSERT = 100;
+
+    // Mem configuration for BloomFilter.
+    public static final int BLOOM_FILTER_PAGE_SIZE = 256;
+    public static final int BLOOM_FILTER_NUM_PAGES = 1000;
+    public static final int BLOOM_FILTER_MAX_OPEN_FILES = 10;
+    public static final int BLOOM_FILTER_HYRACKS_FRAME_SIZE = 128;
+
+}
+
+/* ORIGINAL TEST PARAMETERS: DO NOT EDIT!
+// Test params for RTree, LSMRTree and LSMRTreeWithAntiMatterTuples.
+public static final int RTREE_NUM_TUPLES_TO_INSERT = 10000;
+public static final int RTREE_NUM_INSERT_ROUNDS = 2;
+public static final int RTREE_NUM_DELETE_ROUNDS = 2;
+public static final int RTREE_MULTITHREAD_NUM_OPERATIONS = 10000;
+// Test params for LSMRTree and LSMRTreeWithAntiMatterTuples.
+public static final int LSM_RTREE_BULKLOAD_ROUNDS = 5;
+public static final int LSM_RTREE_MAX_TREES_TO_MERGE = 3;	
+
+// Test params for BTree, LSMBTree.
+public static final int BTREE_NUM_TUPLES_TO_INSERT = 10000;
+public static final int BTREE_NUM_INSERT_ROUNDS = 3;
+public static final int BTREE_NUM_DELETE_ROUNDS = 3;
+public static final int BTREE_NUM_UPDATE_ROUNDS = 3;
+public static final int BTREE_MULTITHREAD_NUM_OPERATIONS = 10000;
+// Test params for LSMBTree only.
+public static final int LSM_BTREE_BULKLOAD_ROUNDS = 5;
+public static final int LSM_BTREE_MAX_TREES_TO_MERGE = 10;
+	
+	
+// Mem configuration for RTree.
+public static final int RTREE_PAGE_SIZE = 512;
+public static final int RTREE_NUM_PAGES = 1000;
+public static final int RTREE_MAX_OPEN_FILES = 10;
+public static final int RTREE_HYRACKS_FRAME_SIZE = 128;
+	
+// Mem configuration for LSMRTree and LSMRTreeWithAntiMatterTuples.
+public static final int LSM_RTREE_DISK_PAGE_SIZE = 256;
+public static final int LSM_RTREE_DISK_NUM_PAGES = 1000;
+public static final int LSM_RTREE_DISK_MAX_OPEN_FILES = 2000;
+public static final int LSM_RTREE_MEM_PAGE_SIZE = 256;
+public static final int LSM_RTREE_MEM_NUM_PAGES = 1000;
+public static final int LSM_RTREE_HYRACKS_FRAME_SIZE = 128;
+	
+// Mem configuration for BTree.
+public static final int BTREE_PAGE_SIZE = 256;
+public static final int BTREE_NUM_PAGES = 100;
+public static final int BTREE_MAX_OPEN_FILES = 10;
+public static final int BTREE_HYRACKS_FRAME_SIZE = 128;
+	
+// Mem configuration for LSMBTree.
+public static final int LSM_BTREE_DISK_PAGE_SIZE = 256;
+public static final int LSM_BTREE_DISK_NUM_PAGES = 1000;
+public static final int LSM_BTREE_DISK_MAX_OPEN_FILES = 200;
+public static final int LSM_BTREE_MEM_PAGE_SIZE = 256;
+public static final int LSM_BTREE_MEM_NUM_PAGES = 100;
+public static final int LSM_BTREE_HYRACKS_FRAME_SIZE = 128;
+
+// Mem configuration for Inverted Index.
+public static final int INVINDEX_PAGE_SIZE = 32768;
+public static final int INVINDEX_NUM_PAGES = 100;
+public static final int INVINDEX_MAX_OPEN_FILES = 10;
+public static final int INVINDEX_HYRACKS_FRAME_SIZE = 32768;
+
+// Mem configuration for Inverted Index.
+public static final int LSM_INVINDEX_DISK_PAGE_SIZE = 1024;
+public static final int LSM_INVINDEX_DISK_NUM_PAGES = 1000;
+public static final int LSM_INVINDEX_DISK_MAX_OPEN_FILES = 1000;
+public static final int LSM_INVINDEX_MEM_PAGE_SIZE = 1024;
+public static final int LSM_INVINDEX_MEM_NUM_PAGES = 100;
+public static final int LSM_INVINDEX_HYRACKS_FRAME_SIZE = 32768;
+// Test parameters.
+public static final int LSM_INVINDEX_NUM_DOCS_TO_INSERT = 10000;
+// Used for full-fledged search test.
+public static final int LSM_INVINDEX_NUM_DOC_QUERIES = 1000;
+public static final int LSM_INVINDEX_NUM_RANDOM_QUERIES = 1000;
+// Used for non-search tests to sanity check index searches.
+public static final int LSM_INVINDEX_TINY_NUM_DOC_QUERIES = 200;
+public static final int LSM_INVINDEX_TINY_NUM_RANDOM_QUERIES = 200;
+public static final int LSM_INVINDEX_NUM_BULKLOAD_ROUNDS = 5;
+public static final int LSM_INVINDEX_MAX_TREES_TO_MERGE = 5;
+public static final int LSM_INVINDEX_NUM_INSERT_ROUNDS = 3;
+public static final int LSM_INVINDEX_NUM_DELETE_ROUNDS = 3;
+// Allocate a generous size to make sure we have enough elements for all tests.
+public static final int LSM_INVINDEX_SCAN_COUNT_ARRAY_SIZE = 1000000;
+public static final int LSM_INVINDEX_MULTITHREAD_NUM_OPERATIONS = 10000;
+*/
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeBulkLoadTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeBulkLoadTest.java
index 198ac58..54ad1fe 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeBulkLoadTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeBulkLoadTest.java
@@ -20,6 +20,7 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 
 @SuppressWarnings("rawtypes")
 public abstract class AbstractRTreeBulkLoadTest extends AbstractRTreeTestDriver {
@@ -27,15 +28,19 @@
     private final RTreeTestUtils rTreeTestUtils;
     private final int bulkLoadRounds;
 
-    public AbstractRTreeBulkLoadTest(int bulkLoadRounds) {
+    public AbstractRTreeBulkLoadTest(int bulkLoadRounds, boolean testRstarPolicy) {
+        super(testRstarPolicy);
         this.bulkLoadRounds = bulkLoadRounds;
         this.rTreeTestUtils = new RTreeTestUtils();
     }
 
     @Override
     protected void runTest(ISerializerDeserializer[] fieldSerdes,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key) throws Exception {
-        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys);
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception {
+        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
         for (int i = 0; i < bulkLoadRounds; i++) {
             // We assume all fieldSerdes are of the same type. Check the first
             // one to determine which field types to generate.
@@ -49,7 +54,8 @@
             rTreeTestUtils.checkDiskOrderScan(ctx);
             rTreeTestUtils.checkRangeSearch(ctx, key);
         }
-        ctx.getIndex().close();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
     }
 
     @Override
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeDeleteTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeDeleteTest.java
index e70f433..18d042b 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeDeleteTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeDeleteTest.java
@@ -20,23 +20,29 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 
 @SuppressWarnings("rawtypes")
 public abstract class AbstractRTreeDeleteTest extends AbstractRTreeTestDriver {
 
     private final RTreeTestUtils rTreeTestUtils;
 
-    private static final int numInsertRounds = 2;
-    private static final int numDeleteRounds = 2;
+    private static final int numInsertRounds = AccessMethodTestsConfig.RTREE_NUM_INSERT_ROUNDS;
+    private static final int numDeleteRounds = AccessMethodTestsConfig.RTREE_NUM_DELETE_ROUNDS;
 
-    public AbstractRTreeDeleteTest() {
+    public AbstractRTreeDeleteTest(boolean testRstarPolicy) {
+    	super(testRstarPolicy);
         this.rTreeTestUtils = new RTreeTestUtils();
     }
 
     @Override
     protected void runTest(ISerializerDeserializer[] fieldSerdes,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key) throws Exception {
-        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys);
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception {
+        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
         for (int i = 0; i < numInsertRounds; i++) {
             // We assume all fieldSerdes are of the same type. Check the first
             // one to determine which field types to generate.
@@ -54,7 +60,8 @@
                 rTreeTestUtils.checkRangeSearch(ctx, key);
             }
         }
-        ctx.getIndex().close();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
     }
 
     @Override
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeExamplesTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeExamplesTest.java
index 7192c53..f93e9b6 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeExamplesTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeExamplesTest.java
@@ -27,21 +27,26 @@
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
 import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
 import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.common.impls.TreeDiskOrderScanCursor;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 
@@ -52,16 +57,14 @@
 
     protected abstract ITreeIndex createTreeIndex(ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
-            IPrimitiveValueProviderFactory[] valueProviderFactories) throws TreeIndexException;
-
-    protected abstract int getIndexFileId();
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType)
+            throws TreeIndexException;
 
     /**
-     * Two Dimensions Example.
-     * 
-     * Create an RTree index of two dimensions, where they keys are of type
-     * integer, and the payload is two integer values. Fill index with random
-     * values using insertions (not bulk load). Perform scans and range search.
+     * Two Dimensions Example. Create an RTree index of two dimensions, where
+     * they keys are of type integer, and the payload is two integer values.
+     * Fill index with random values using insertions (not bulk load). Perform
+     * scans and range search.
      */
     @Test
     public void twoDimensionsExample() throws Exception {
@@ -106,10 +109,10 @@
         IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
                 rtreeCmpFactories.length, IntegerPointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE);
+        treeIndex.create();
+        treeIndex.activate();
 
         long start = System.currentTimeMillis();
         if (LOGGER.isLoggable(Level.INFO)) {
@@ -117,7 +120,8 @@
         }
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
         int numInserts = 10000;
         for (int i = 0; i < numInserts; i++) {
             int p1x = rnd.nextInt();
@@ -156,15 +160,245 @@
 
         rangeSearch(rtreeCmpFactories, indexAccessor, fieldSerdes, key);
 
-        treeIndex.close();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
     /**
-     * Two Dimensions Example.
-     * 
-     * Create an RTree index of three dimensions, where they keys are of type
-     * double, and the payload is one double value. Fill index with random
-     * values using insertions (not bulk load). Perform scans and range search.
+     * This test the rtree page split. Originally this test didn't pass since
+     * the rtree assumes always that there will be enough space for the new
+     * tuple after split. Now it passes since if there is not space in the
+     * designated page, then we will just insert it in the other split page.
+     */
+    @Test
+    public void rTreePageSplitTestExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree page split test.");
+        }
+
+        // Declare fields.
+        int fieldCount = 5;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE };
+
+        // Declare RTree keys.
+        int rtreeKeyFieldCount = 4;
+        IBinaryComparatorFactory[] rtreeCmpFactories = new IBinaryComparatorFactory[rtreeKeyFieldCount];
+        rtreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // Declare BTree keys, this will only be used for LSMRTree
+        int btreeKeyFieldCount = 5;
+        IBinaryComparatorFactory[] btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+        btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        btreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        btreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        btreeCmpFactories[4] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                rtreeCmpFactories.length, IntegerPointable.FACTORY);
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE);
+
+        treeIndex.create();
+        treeIndex.activate();
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        int p1x = rnd.nextInt();
+        int p1y = rnd.nextInt();
+        int p2x = rnd.nextInt();
+        int p2y = rnd.nextInt();
+        String data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * This test the r*tree page split. Originally this test didn't pass since
+     * the r*tree assumes always that there will be enough space for the new
+     * tuple after split. Now it passes since if there is not space in the
+     * designated page, then we will just insert it in the other split page.
+     */
+    @Test
+    public void rStarTreePageSplitTestExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("R*Tree page split test.");
+        }
+
+        // Declare fields.
+        int fieldCount = 5;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE };
+
+        // Declare RTree keys.
+        int rtreeKeyFieldCount = 4;
+        IBinaryComparatorFactory[] rtreeCmpFactories = new IBinaryComparatorFactory[rtreeKeyFieldCount];
+        rtreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // Declare BTree keys, this will only be used for LSMRTree
+        int btreeKeyFieldCount = 5;
+        IBinaryComparatorFactory[] btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+        btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        btreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        btreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        btreeCmpFactories[4] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                rtreeCmpFactories.length, IntegerPointable.FACTORY);
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RSTARTREE);
+
+        treeIndex.create();
+        treeIndex.activate();
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        int p1x = rnd.nextInt();
+        int p1y = rnd.nextInt();
+        int p2x = rnd.nextInt();
+        int p2y = rnd.nextInt();
+        String data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Two Dimensions Example. Create an RTree index of three dimensions, where
+     * they keys are of type double, and the payload is one double value. Fill
+     * index with random values using insertions (not bulk load). Perform scans
+     * and range search.
      */
     @Test
     public void threeDimensionsExample() throws Exception {
@@ -213,10 +447,10 @@
         IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
                 rtreeCmpFactories.length, DoublePointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE);
+        treeIndex.create();
+        treeIndex.activate();
 
         long start = System.currentTimeMillis();
         if (LOGGER.isLoggable(Level.INFO)) {
@@ -224,7 +458,8 @@
         }
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
         int numInserts = 10000;
         for (int i = 0; i < numInserts; i++) {
             double p1x = rnd.nextDouble();
@@ -265,16 +500,15 @@
 
         rangeSearch(rtreeCmpFactories, indexAccessor, fieldSerdes, key);
 
-        treeIndex.close();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
     /**
-     * Deletion Example.
-     * 
-     * Create an RTree index of two dimensions, where they keys are of type
-     * integer, and the payload is one integer value. Fill index with random
-     * values using insertions, then delete entries one-by-one. Repeat procedure
-     * a few times on same RTree.
+     * Deletion Example. Create an RTree index of two dimensions, where they
+     * keys are of type integer, and the payload is one integer value. Fill
+     * index with random values using insertions, then delete entries
+     * one-by-one. Repeat procedure a few times on same RTree.
      */
     @Test
     public void deleteExample() throws Exception {
@@ -312,14 +546,15 @@
         IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
                 rtreeCmpFactories.length, IntegerPointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE);
+        treeIndex.create();
+        treeIndex.activate();
 
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
 
         int runs = 3;
         for (int run = 0; run < runs; run++) {
@@ -395,14 +630,12 @@
                 break;
             }
         }
-        treeIndex.close();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
     /**
-     * Bulk load example.
-     * 
-     * Load a tree with 10,000 tuples.
-     * 
+     * Bulk load example. Load a tree with 10,000 tuples.
      */
     @Test
     public void bulkLoadExample() throws Exception {
@@ -444,10 +677,10 @@
         IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
                 rtreeCmpFactories.length, IntegerPointable.FACTORY);
 
-        int indexFileId = getIndexFileId();
-        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories);
-        treeIndex.create(indexFileId);
-        treeIndex.open(indexFileId);
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE);
+        treeIndex.create();
+        treeIndex.activate();
 
         // Load records.
         int numInserts = 10000;
@@ -455,7 +688,7 @@
             LOGGER.info("Bulk loading " + numInserts + " tuples");
         }
         long start = System.currentTimeMillis();
-        IIndexBulkLoadContext bulkLoadCtx = treeIndex.beginBulkLoad(0.7f);
+        IIndexBulkLoader bulkLoader = treeIndex.createBulkLoader(0.7f, false, numInserts);
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
 
@@ -469,16 +702,17 @@
 
             TupleUtils.createIntegerTuple(tb, tuple, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
                     Math.max(p1y, p2y), pk);
-            treeIndex.bulkLoadAddTuple(tuple, bulkLoadCtx);
+            bulkLoader.add(tuple);
         }
 
-        treeIndex.endBulkLoad(bulkLoadCtx);
+        bulkLoader.end();
         long end = System.currentTimeMillis();
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info(numInserts + " tuples loaded in " + (end - start) + "ms");
         }
 
-        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
 
         // Build key.
         ArrayTupleBuilder keyTb = new ArrayTupleBuilder(rtreeKeyFieldCount);
@@ -487,7 +721,8 @@
 
         rangeSearch(rtreeCmpFactories, indexAccessor, fieldSerdes, key);
 
-        treeIndex.close();
+        treeIndex.deactivate();
+        treeIndex.destroy();
     }
 
     private void scan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes) throws Exception {
@@ -511,14 +746,13 @@
         }
     }
 
-    private void diskOrderScan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes)
-            throws Exception {
+    private void diskOrderScan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes) throws Exception {
         try {
             if (LOGGER.isLoggable(Level.INFO)) {
                 LOGGER.info("Disk-Order Scan:");
             }
             ITreeIndexAccessor treeIndexAccessor = (ITreeIndexAccessor) indexAccessor;
-            TreeDiskOrderScanCursor diskOrderCursor = (TreeDiskOrderScanCursor) treeIndexAccessor
+            TreeIndexDiskOrderScanCursor diskOrderCursor = (TreeIndexDiskOrderScanCursor) treeIndexAccessor
                     .createDiskOrderScanCursor();
             treeIndexAccessor.diskOrderScan(diskOrderCursor);
             try {
@@ -540,12 +774,12 @@
                 LOGGER.info("Ignoring disk-order scan since it's not supported.");
             }
         } catch (ClassCastException e) {
-			// Ignore exception because IIndexAccessor sometimes isn't
-			// an ITreeIndexAccessor, e.g., for the LSMRTree.
-			if (LOGGER.isLoggable(Level.INFO)) {
-				LOGGER.info("Ignoring disk-order scan since it's not supported.");
-			}
-		}
+            // Ignore exception because IIndexAccessor sometimes isn't
+            // an ITreeIndexAccessor, e.g., for the LSMRTree.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        }
     }
 
     private void rangeSearch(IBinaryComparatorFactory[] cmpFactories, IIndexAccessor indexAccessor,
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeInsertTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeInsertTest.java
index cdd6ee0..eb90989 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeInsertTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeInsertTest.java
@@ -20,29 +20,32 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 
 /**
  * Tests the RTree insert operation with integer and double fields using various
  * numbers of dimensions and payload fields.
- * 
  * Each tests first fills an RTree with randomly generated tuples. We compare
  * the following operations against expected results: 1. RTree scan. 3.
  * Disk-order scan. 4. Range search.
- * 
  */
 @SuppressWarnings("rawtypes")
 public abstract class AbstractRTreeInsertTest extends AbstractRTreeTestDriver {
 
     private final RTreeTestUtils rTreeTestUtils;
 
-    public AbstractRTreeInsertTest() {
+    public AbstractRTreeInsertTest(boolean testRstarPolicy) {
+    	super(testRstarPolicy);
         this.rTreeTestUtils = new RTreeTestUtils();
     }
 
     @Override
     protected void runTest(ISerializerDeserializer[] fieldSerdes,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key) throws Exception {
-        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys);
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception {
+        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
         // We assume all fieldSerdes are of the same type. Check the first one
         // to determine which field types to generate.
         if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
@@ -54,7 +57,8 @@
         rTreeTestUtils.checkScan(ctx);
         rTreeTestUtils.checkDiskOrderScan(ctx);
         rTreeTestUtils.checkRangeSearch(ctx, key);
-        ctx.getIndex().close();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
     }
 
     @Override
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java
index 2c185a5f..0c1b9a5 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java
@@ -31,25 +31,32 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
-import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IndexMultiThreadTestDriver;
 import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
-import edu.uci.ics.hyracks.storage.am.common.TreeIndexMultiThreadTestDriver;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 
 @SuppressWarnings("rawtypes")
 public abstract class AbstractRTreeMultiThreadTest {
 
+    protected final boolean testRstarPolicy;
+
+    public AbstractRTreeMultiThreadTest(boolean testRstarPolicy) {
+        this.testRstarPolicy = testRstarPolicy;
+    }
+
     protected final Logger LOGGER = Logger.getLogger(AbstractRTreeMultiThreadTest.class.getName());
 
     // Machine-specific number of threads to use for testing.
     protected final int REGULAR_NUM_THREADS = Runtime.getRuntime().availableProcessors();
     // Excessive number of threads for testing.
     protected final int EXCESSIVE_NUM_THREADS = Runtime.getRuntime().availableProcessors() * 4;
-    protected final int NUM_OPERATIONS = 5000;
+    protected final int NUM_OPERATIONS = AccessMethodTestsConfig.RTREE_MULTITHREAD_NUM_OPERATIONS;
 
     protected ArrayList<TestWorkloadConf> workloadConfs = getTestWorkloadConf();
 
@@ -59,27 +66,19 @@
 
     protected abstract ITreeIndex createTreeIndex(ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
-            IPrimitiveValueProviderFactory[] valueProviderFactories) throws TreeIndexException;
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType)
+            throws TreeIndexException;
 
-    protected abstract int getFileId();
-
-    protected abstract ITreeIndexTestWorkerFactory getWorkerFactory();
+    protected abstract IIndexTestWorkerFactory getWorkerFactory();
 
     protected abstract ArrayList<TestWorkloadConf> getTestWorkloadConf();
 
     protected abstract String getIndexTypeName();
 
-    protected static float[] getUniformOpProbs(TestOperation[] ops) {
-        float[] opProbs = new float[ops.length];
-        for (int i = 0; i < ops.length; i++) {
-            opProbs[i] = 1.0f / (float) ops.length;
-        }
-        return opProbs;
-    }
-
     protected void runTest(ISerializerDeserializer[] fieldSerdes,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, int numThreads,
-            TestWorkloadConf conf, String dataMsg) throws HyracksException, InterruptedException, TreeIndexException {
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType,
+            int numThreads, TestWorkloadConf conf, String dataMsg) throws HyracksException, InterruptedException,
+            TreeIndexException {
         setUp();
 
         if (LOGGER.isLoggable(Level.INFO)) {
@@ -93,15 +92,16 @@
         IBinaryComparatorFactory[] btreeCmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes,
                 fieldSerdes.length);
 
-        ITreeIndex index = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories);
-        ITreeIndexTestWorkerFactory workerFactory = getWorkerFactory();
+        ITreeIndex index = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories,
+                rtreePolicyType);
+        IIndexTestWorkerFactory workerFactory = getWorkerFactory();
 
         // 4 batches per thread.
         int batchSize = (NUM_OPERATIONS / numThreads) / 4;
 
-        TreeIndexMultiThreadTestDriver driver = new TreeIndexMultiThreadTestDriver(index, workerFactory, fieldSerdes,
-                conf.ops, conf.opProbs);
-        driver.init(getFileId());
+        IndexMultiThreadTestDriver driver = new IndexMultiThreadTestDriver(index, workerFactory, fieldSerdes, conf.ops,
+                conf.opProbs);
+        driver.init();
         long[] times = driver.run(numThreads, 1, NUM_OPERATIONS, batchSize);
         driver.deinit();
 
@@ -113,7 +113,7 @@
     }
 
     @Test
-    public void twoDimensionsInt() throws InterruptedException, HyracksException, TreeIndexException {
+    public void rtreeTwoDimensionsInt() throws InterruptedException, HyracksException, TreeIndexException {
         ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
                 IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
                 IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
@@ -125,13 +125,36 @@
         String dataMsg = "Two Dimensions Of Integer Values";
 
         for (TestWorkloadConf conf : workloadConfs) {
-            runTest(fieldSerdes, valueProviderFactories, numKeys, REGULAR_NUM_THREADS, conf, dataMsg);
-            runTest(fieldSerdes, valueProviderFactories, numKeys, EXCESSIVE_NUM_THREADS, conf, dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, EXCESSIVE_NUM_THREADS, conf,
+                    dataMsg);
         }
     }
 
     @Test
-    public void fourDimensionsDouble() throws InterruptedException, HyracksException, TreeIndexException {
+    public void rtreeTwoDimensionsDouble() throws Exception {
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+
+        String dataMsg = "Two Dimensions Of Double Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, EXCESSIVE_NUM_THREADS, conf,
+                    dataMsg);
+        }
+
+    }
+
+    @Test
+    public void rtreeFourDimensionsDouble() throws InterruptedException, HyracksException, TreeIndexException {
         ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
                 DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
                 DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
@@ -145,8 +168,95 @@
         String dataMsg = "Four Dimensions Of Double Values";
 
         for (TestWorkloadConf conf : workloadConfs) {
-            runTest(fieldSerdes, valueProviderFactories, numKeys, REGULAR_NUM_THREADS, conf, dataMsg);
-            runTest(fieldSerdes, valueProviderFactories, numKeys, EXCESSIVE_NUM_THREADS, conf, dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, EXCESSIVE_NUM_THREADS, conf,
+                    dataMsg);
         }
     }
+
+    @Test
+    public void rstartreeTwoDimensionsInt() throws InterruptedException, HyracksException, TreeIndexException {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree Multithread Test With Two Dimensions With Integer Keys.");
+            }
+            return;
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, IntegerPointable.FACTORY);
+
+        String dataMsg = "Two Dimensions Of Integer Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, EXCESSIVE_NUM_THREADS,
+                    conf, dataMsg);
+        }
+    }
+
+    @Test
+    public void rstartreeTwoDimensionsDouble() throws Exception {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree Multithread Test With Two Dimensions With Double Keys.");
+            }
+            return;
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+
+        String dataMsg = "Two Dimensions Of Double Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, EXCESSIVE_NUM_THREADS,
+                    conf, dataMsg);
+        }
+
+    }
+
+    @Test
+    public void rstartreeFourDimensionsDouble() throws InterruptedException, HyracksException, TreeIndexException {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree Multithread Test With Four Dimensions With Double Keys.");
+            }
+            return;
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 8;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+
+        String dataMsg = "Four Dimensions Of Double Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, EXCESSIVE_NUM_THREADS,
+                    conf, dataMsg);
+        }
+    }
+
 }
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestContext.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestContext.java
index 9affc47..eed8df6 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestContext.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestContext.java
@@ -15,17 +15,17 @@
 
 package edu.uci.ics.hyracks.storage.am.rtree;
 
-import java.util.ArrayList;
 import java.util.Collection;
 
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.util.HashMultiSet;
 
 @SuppressWarnings("rawtypes")
-public abstract class AbstractRTreeTestContext extends TreeIndexTestContext<RTreeCheckTuple> {
-    private final ArrayList<RTreeCheckTuple> checkTuples = new ArrayList<RTreeCheckTuple>();
-
+public abstract class AbstractRTreeTestContext extends IndexTestContext<RTreeCheckTuple> {
+    private final HashMultiSet<RTreeCheckTuple> checkTuples = new HashMultiSet<RTreeCheckTuple>();
+	
     public AbstractRTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {
         super(fieldSerdes, treeIndex);
     }
@@ -34,5 +34,4 @@
     public Collection<RTreeCheckTuple> getCheckTuples() {
         return checkTuples;
     }
-
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestDriver.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestDriver.java
index 10f4364..de92823 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestDriver.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestDriver.java
@@ -29,26 +29,36 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 
 @SuppressWarnings("rawtypes")
 public abstract class AbstractRTreeTestDriver {
+    protected final boolean testRstarPolicy;
+
+    public AbstractRTreeTestDriver(boolean testRstarPolicy) {
+        this.testRstarPolicy = testRstarPolicy;
+    }
+
     protected final Logger LOGGER = Logger.getLogger(AbstractRTreeTestDriver.class.getName());
 
-    protected static final int numTuplesToInsert = 5000;
+    protected static final int numTuplesToInsert = AccessMethodTestsConfig.RTREE_NUM_TUPLES_TO_INSERT;
 
     protected abstract AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys) throws Exception;
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception;
 
     protected abstract Random getRandom();
 
     protected abstract void runTest(ISerializerDeserializer[] fieldSerdes,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key) throws Exception;
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception;
 
     protected abstract String getTestOpName();
 
     @Test
-    public void twoDimensionsInt() throws Exception {
+    public void rtreeTwoDimensionsInt() throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("RTree " + getTestOpName() + " Test With Two Dimensions With Integer Keys.");
         }
@@ -64,12 +74,12 @@
         // and the top right coordinates are 1000, 1000
         ITupleReference key = TupleUtils.createIntegerTuple(-1000, -1000, 1000, 1000);
 
-        runTest(fieldSerdes, valueProviderFactories, numKeys, key);
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RTREE);
 
     }
 
     @Test
-    public void twoDimensionsDouble() throws Exception {
+    public void rtreeTwoDimensionsDouble() throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("RTree " + getTestOpName() + " Test With Two Dimensions With Double Keys.");
         }
@@ -85,12 +95,12 @@
         // -1000.0 and the top right coordinates are 1000.0, 1000.0
         ITupleReference key = TupleUtils.createDoubleTuple(-1000.0, -1000.0, 1000.0, 1000.0);
 
-        runTest(fieldSerdes, valueProviderFactories, numKeys, key);
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RTREE);
 
     }
 
     @Test
-    public void fourDimensionsDouble() throws Exception {
+    public void rtreeFourDimensionsDouble() throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("RTree " + getTestOpName() + " Test With Four Dimensions With Double Keys.");
         }
@@ -110,7 +120,90 @@
         ITupleReference key = TupleUtils.createDoubleTuple(-1000.0, -1000.0, -1000.0, -1000.0, 1000.0, 1000.0, 1000.0,
                 1000.0);
 
-        runTest(fieldSerdes, valueProviderFactories, numKeys, key);
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RTREE);
+    }
 
+    @Test
+    public void rstartreeTwoDimensionsInt() throws Exception {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree " + getTestOpName() + " Test With Two Dimensions With Integer Keys.");
+            }
+            return;
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree " + getTestOpName() + " Test With Two Dimensions With Integer Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, IntegerPointable.FACTORY);
+        // Range search, the rectangle bottom left coordinates are -1000, -1000
+        // and the top right coordinates are 1000, 1000
+        ITupleReference key = TupleUtils.createIntegerTuple(-1000, -1000, 1000, 1000);
+
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RSTARTREE);
+
+    }
+
+    @Test
+    public void rstartreeTwoDimensionsDouble() throws Exception {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree " + getTestOpName() + " Test With Two Dimensions With Double Keys.");
+            }
+            return;
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree " + getTestOpName() + " Test With Two Dimensions With Double Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+        // Range search, the rectangle bottom left coordinates are -1000.0,
+        // -1000.0 and the top right coordinates are 1000.0, 1000.0
+        ITupleReference key = TupleUtils.createDoubleTuple(-1000.0, -1000.0, 1000.0, 1000.0);
+
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RSTARTREE);
+
+    }
+
+    @Test
+    public void rstartreeFourDimensionsDouble() throws Exception {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree " + getTestOpName() + " Test With Four Dimensions With Double Keys.");
+            }
+            return;
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree " + getTestOpName() + " Test With Four Dimensions With Double Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 8;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+        // Range search, the rectangle bottom left coordinates are -1000.0,
+        // -1000.0, -1000.0, -1000.0 and the top right coordinates are 1000.0,
+        // 1000.0, 1000.0, 1000.0
+        ITupleReference key = TupleUtils.createDoubleTuple(-1000.0, -1000.0, -1000.0, -1000.0, 1000.0, 1000.0, 1000.0,
+                1000.0);
+
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RSTARTREE);
     }
 }
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeCheckTuple.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeCheckTuple.java
index 98800e5..c498136 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeCheckTuple.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeCheckTuple.java
@@ -27,8 +27,8 @@
     @Override
     public boolean equals(Object o) {
         RTreeCheckTuple<T> other = (RTreeCheckTuple<T>) o;
-        for (int i = 0; i < tuple.length; i++) {
-            int cmp = tuple[i].compareTo(other.get(i));
+        for (int i = 0; i < fields.length; i++) {
+            int cmp = fields[i].compareTo(other.getField(i));
             if (cmp != 0) {
                 return false;
             }
@@ -41,11 +41,11 @@
         int maxFieldPos = numKeys / 2;
         for (int i = 0; i < maxFieldPos; i++) {
             int j = maxFieldPos + i;
-            int cmp = tuple[i].compareTo(other.get(j));
+            int cmp = fields[i].compareTo(other.getField(j));
             if (cmp > 0) {
                 return false;
             }
-            cmp = tuple[j].compareTo(other.get(i));
+            cmp = fields[j].compareTo(other.getField(i));
             if (cmp < 0) {
                 return false;
             }
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeTestUtils.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeTestUtils.java
index a23f375..067c6cb 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeTestUtils.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeTestUtils.java
@@ -15,12 +15,13 @@
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.util.HashMultiSet;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 
@@ -32,9 +33,9 @@
 
     @SuppressWarnings("unchecked")
     // Create a new ArrayList containing the elements satisfying the search key
-    public ArrayList<RTreeCheckTuple> getRangeSearchExpectedResults(ArrayList<RTreeCheckTuple> checkTuples,
+    public HashMultiSet<RTreeCheckTuple> getRangeSearchExpectedResults(Collection<RTreeCheckTuple> checkTuples,
             RTreeCheckTuple key) {
-        ArrayList<RTreeCheckTuple> expectedResult = new ArrayList<RTreeCheckTuple>();
+        HashMultiSet<RTreeCheckTuple> expectedResult = new HashMultiSet<RTreeCheckTuple>();
         Iterator<RTreeCheckTuple> iter = checkTuples.iterator();
         while (iter.hasNext()) {
             RTreeCheckTuple t = iter.next();
@@ -45,7 +46,7 @@
         return expectedResult;
     }
 
-    public void checkRangeSearch(ITreeIndexTestContext ictx, ITupleReference key) throws Exception {
+    public void checkRangeSearch(IIndexTestContext ictx, ITupleReference key) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Testing Range Search.");
         }
@@ -61,14 +62,14 @@
         RTreeCheckTuple keyCheck = (RTreeCheckTuple) createCheckTupleFromTuple(key, ctx.getFieldSerdes(),
                 cmp.getKeyFieldCount());
 
-        ArrayList<RTreeCheckTuple> expectedResult = null;
+        HashMultiSet<RTreeCheckTuple> expectedResult = null;
 
-        expectedResult = getRangeSearchExpectedResults((ArrayList<RTreeCheckTuple>) ctx.getCheckTuples(), keyCheck);
+        expectedResult = getRangeSearchExpectedResults(ctx.getCheckTuples(), keyCheck);
         checkExpectedResults(searchCursor, expectedResult, ctx.getFieldSerdes(), ctx.getKeyFieldCount(), null);
     }
 
     @SuppressWarnings("unchecked")
-    public void insertDoubleTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void insertDoubleTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         double[] fieldValues = new double[ctx.getFieldCount()];
@@ -111,7 +112,7 @@
             fieldValues[k] = secondValue;
         }
     }
-    
+
     private void setDoublePayloadFields(double[] fieldValues, int numKeyFields, int numFields) {
         for (int j = numKeyFields; j < numFields; j++) {
             fieldValues[j] = doublePayloadValue++;
@@ -122,13 +123,13 @@
     protected CheckTuple createDoubleCheckTuple(double[] fieldValues, int numKeyFields) {
         RTreeCheckTuple<Double> checkTuple = new RTreeCheckTuple<Double>(fieldValues.length, numKeyFields);
         for (double v : fieldValues) {
-            checkTuple.add(v);
+            checkTuple.appendField(v);
         }
         return checkTuple;
     }
 
     @SuppressWarnings("unchecked")
-    public void bulkLoadDoubleTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void bulkLoadDoubleTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         double[] fieldValues = new double[ctx.getFieldCount()];
@@ -194,7 +195,7 @@
     protected CheckTuple createIntCheckTuple(int[] fieldValues, int numKeyFields) {
         RTreeCheckTuple<Integer> checkTuple = new RTreeCheckTuple<Integer>(fieldValues.length, numKeyFields);
         for (int v : fieldValues) {
-            checkTuple.add(v);
+            checkTuple.appendField(v);
         }
         return checkTuple;
     }
@@ -213,7 +214,7 @@
             fieldValues[k] = secondValue;
         }
     }
-    
+
     @Override
     protected void setIntPayloadFields(int[] fieldValues, int numKeyFields, int numFields) {
         for (int j = numKeyFields; j < numFields; j++) {
@@ -227,12 +228,12 @@
     }
 
     @Override
-    protected ArrayTupleBuilder createDeleteTupleBuilder(ITreeIndexTestContext ctx) {
+    protected ArrayTupleBuilder createDeleteTupleBuilder(IIndexTestContext ctx) {
         return new ArrayTupleBuilder(ctx.getFieldCount());
     }
 
     @Override
-    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, ITreeIndexTestContext ctx)
+    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, IIndexTestContext ctx)
             throws HyracksDataException {
         return ctx.getCheckTuples().contains(checkTuple);
     }
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestIndexLifecycleManagerProvider.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestIndexLifecycleManagerProvider.java
new file mode 100644
index 0000000..3a4d3e7
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestIndexLifecycleManagerProvider.java
@@ -0,0 +1,16 @@
+package edu.uci.ics.hyracks.test.support;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+
+public class TestIndexLifecycleManagerProvider implements IIndexLifecycleManagerProvider {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IIndexLifecycleManager getLifecycleManager(IHyracksTaskContext ctx) {
+        return TestStorageManagerComponentHolder.getIndexLifecycleManager(ctx);
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestIndexRegistryProvider.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestIndexRegistryProvider.java
deleted file mode 100644
index 27d50f5..0000000
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestIndexRegistryProvider.java
+++ /dev/null
@@ -1,29 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.test.support;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexRegistry;
-
-public class TestIndexRegistryProvider implements IIndexRegistryProvider<IIndex> {
-    private static final long serialVersionUID = 1L;
-
-    @Override
-    public IndexRegistry<IIndex> getRegistry(IHyracksTaskContext ctx) {
-        return TestStorageManagerComponentHolder.getIndexRegistry(ctx);
-    }
-}
\ No newline at end of file
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestNCApplicationContext.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestNCApplicationContext.java
index 0bd872c..0c64d7e 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestNCApplicationContext.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestNCApplicationContext.java
@@ -38,11 +38,6 @@
     }
 
     @Override
-    public ClassLoader getClassLoader() {
-        return getClass().getClassLoader();
-    }
-
-    @Override
     public Serializable getDistributedState() {
         return distributedState;
     }
@@ -63,15 +58,9 @@
     }
 
     @Override
-    public String getApplicationName() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
     public void setMessageBroker(IMessageBroker staticticsConnector) {
         // TODO Auto-generated method stub
-        
+
     }
 
     @Override
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestStorageManagerComponentHolder.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestStorageManagerComponentHolder.java
index ce5e989..fdb2100 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestStorageManagerComponentHolder.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestStorageManagerComponentHolder.java
@@ -23,8 +23,8 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
 import edu.uci.ics.hyracks.api.io.IODeviceHandle;
 import edu.uci.ics.hyracks.control.nc.io.IOManager;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexRegistry;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexLifecycleManager;
 import edu.uci.ics.hyracks.storage.common.buffercache.BufferCache;
 import edu.uci.ics.hyracks.storage.common.buffercache.ClockPageReplacementStrategy;
 import edu.uci.ics.hyracks.storage.common.buffercache.DelayPageCleanerPolicy;
@@ -34,13 +34,20 @@
 import edu.uci.ics.hyracks.storage.common.buffercache.IPageReplacementStrategy;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapManager;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-import edu.uci.ics.hyracks.storage.common.smi.TransientFileMapManager;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepository;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepositoryFactory;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactory;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactoryProvider;
+import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceRepositoryFactory;
 
 public class TestStorageManagerComponentHolder {
     private static IBufferCache bufferCache;
     private static IFileMapProvider fileMapProvider;
-    private static IndexRegistry<IIndex> indexRegistry;
     private static IOManager ioManager;
+    private static ILocalResourceRepository localResourceRepository;
+    private static IIndexLifecycleManager lcManager;
+    private static ResourceIdFactory resourceIdFactory;
 
     private static int pageSize;
     private static int numPages;
@@ -52,7 +59,15 @@
         TestStorageManagerComponentHolder.maxOpenFiles = maxOpenFiles;
         bufferCache = null;
         fileMapProvider = null;
-        indexRegistry = null;
+        localResourceRepository = null;
+        lcManager = null;
+    }
+
+    public synchronized static IIndexLifecycleManager getIndexLifecycleManager(IHyracksTaskContext ctx) {
+        if (lcManager == null) {
+            lcManager = new IndexLifecycleManager();
+        }
+        return lcManager;
     }
 
     public synchronized static IBufferCache getBufferCache(IHyracksTaskContext ctx) {
@@ -73,13 +88,6 @@
         return fileMapProvider;
     }
 
-    public synchronized static IndexRegistry<IIndex> getIndexRegistry(IHyracksTaskContext ctx) {
-        if (indexRegistry == null) {
-            indexRegistry = new IndexRegistry<IIndex>();
-        }
-        return indexRegistry;
-    }
-
     public synchronized static IOManager getIOManager() throws HyracksException {
         if (ioManager == null) {
             List<IODeviceHandle> devices = new ArrayList<IODeviceHandle>();
@@ -88,4 +96,31 @@
         }
         return ioManager;
     }
+
+    public synchronized static ILocalResourceRepository getLocalResourceRepository(IHyracksTaskContext ctx) {
+        if (localResourceRepository == null) {
+            try {
+                ILocalResourceRepositoryFactory localResourceRepositoryFactory = new TransientLocalResourceRepositoryFactory();
+                localResourceRepository = localResourceRepositoryFactory.createRepository();
+            } catch (HyracksException e) {
+                //In order not to change the IStorageManagerInterface due to the test code, throw runtime exception.
+                throw new IllegalArgumentException();
+            }
+        }
+        return localResourceRepository;
+    }
+
+    public synchronized static ResourceIdFactory getResourceIdFactory(IHyracksTaskContext ctx) {
+        if (resourceIdFactory == null) {
+            try {
+                ResourceIdFactoryProvider resourceIdFactoryFactory = new ResourceIdFactoryProvider(
+                        getLocalResourceRepository(ctx));
+                resourceIdFactory = resourceIdFactoryFactory.createResourceIdFactory();
+            } catch (HyracksException e) {
+                //In order not to change the IStorageManagerInterface due to the test code, throw runtime exception.
+                throw new IllegalArgumentException();
+            }
+        }
+        return resourceIdFactory;
+    }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestStorageManagerInterface.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestStorageManagerInterface.java
index 4059ef0..26c7861 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestStorageManagerInterface.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestStorageManagerInterface.java
@@ -15,9 +15,12 @@
 package edu.uci.ics.hyracks.test.support;
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepository;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactory;
 
 public class TestStorageManagerInterface implements IStorageManagerInterface {
     private static final long serialVersionUID = 1L;
@@ -31,4 +34,14 @@
     public IFileMapProvider getFileMapProvider(IHyracksTaskContext ctx) {
         return TestStorageManagerComponentHolder.getFileMapProvider(ctx);
     }
+
+    @Override
+    public ILocalResourceRepository getLocalResourceRepository(IHyracksTaskContext ctx) {
+        return TestStorageManagerComponentHolder.getLocalResourceRepository(ctx);
+    }
+
+	@Override
+	public ResourceIdFactory getResourceIdFactory(IHyracksTaskContext ctx) {
+		return TestStorageManagerComponentHolder.getResourceIdFactory(ctx);
+	}
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestTaskContext.java b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestTaskContext.java
index c122b25..0ca93b2 100644
--- a/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestTaskContext.java
+++ b/hyracks/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/test/support/TestTaskContext.java
@@ -20,6 +20,7 @@
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.dataflow.TaskAttemptId;
 import edu.uci.ics.hyracks.api.dataflow.state.IStateObject;
+import edu.uci.ics.hyracks.api.dataset.IDatasetPartitionManager;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
 import edu.uci.ics.hyracks.api.io.FileReference;
@@ -101,6 +102,11 @@
     }
 
     @Override
+    public IDatasetPartitionManager getDatasetPartitionManager() {
+        return null;
+    }
+
+    @Override
     public void sendApplicationMessageToCC(byte[] message, String nodeId) throws Exception {
         // TODO Auto-generated method stub
 
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml
new file mode 100644
index 0000000..1db85c5
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml
@@ -0,0 +1,47 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-bloomfilter-test</artifactId>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  	<dependency>
+  		<groupId>junit</groupId>
+  		<artifactId>junit</artifactId>
+  		<version>4.8.1</version>
+  		<type>jar</type>
+  		<scope>test</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-bloomfilter</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>test</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/BloomFilterTest.java b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/BloomFilterTest.java
new file mode 100644
index 0000000..6dab32c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/BloomFilterTest.java
@@ -0,0 +1,167 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.bloomfilter;
+
+import java.util.ArrayList;
+import java.util.Random;
+import java.util.TreeSet;
+import java.util.logging.Level;
+
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.util.AbstractBloomFilterTest;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+@SuppressWarnings("rawtypes")
+public class BloomFilterTest extends AbstractBloomFilterTest {
+    private final Random rnd = new Random(50);
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        super.setUp();
+    }
+
+    @Test
+    public void singleFieldTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING BLOOM FILTER");
+        }
+
+        IBufferCache bufferCache = harness.getBufferCache();
+
+        int numElements = 100;
+        int[] keyFields = { 0 };
+
+        BloomFilter bf = new BloomFilter(bufferCache, harness.getFileMapProvider(), harness.getFileReference(),
+                keyFields);
+
+        double acceptanleFalsePositiveRate = 0.1;
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                acceptanleFalsePositiveRate);
+
+        bf.create();
+        bf.activate();
+        IIndexBulkLoader builder = bf.createBuilder(numElements, bloomFilterSpec.getNumHashes(),
+                bloomFilterSpec.getNumBucketsPerElements());
+
+        int fieldCount = 2;
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        // generate keys
+        int maxKey = 1000;
+        TreeSet<Integer> uniqueKeys = new TreeSet<Integer>();
+        ArrayList<Integer> keys = new ArrayList<Integer>();
+        while (uniqueKeys.size() < numElements) {
+            int key = rnd.nextInt() % maxKey;
+            uniqueKeys.add(key);
+        }
+        for (Integer i : uniqueKeys) {
+            keys.add(i);
+        }
+
+        // Insert tuples in the bloom filter
+        for (int i = 0; i < keys.size(); ++i) {
+            TupleUtils.createIntegerTuple(tupleBuilder, tuple, keys.get(i), i);
+            builder.add(tuple);
+        }
+        builder.end();
+
+        // Check all the inserted tuples can be found.
+
+        long[] hashes = new long[2];
+        for (int i = 0; i < keys.size(); ++i) {
+            TupleUtils.createIntegerTuple(tupleBuilder, tuple, keys.get(i), i);
+            Assert.assertTrue(bf.contains(tuple, hashes));
+        }
+
+        bf.deactivate();
+        bf.destroy();
+    }
+
+    @Test
+    public void multiFieldTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING BLOOM FILTER");
+        }
+
+        IBufferCache bufferCache = harness.getBufferCache();
+
+        int numElements = 10000;
+        int[] keyFields = { 2, 4, 1 };
+
+        BloomFilter bf = new BloomFilter(bufferCache, harness.getFileMapProvider(), harness.getFileReference(),
+                keyFields);
+
+        double acceptanleFalsePositiveRate = 0.1;
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                acceptanleFalsePositiveRate);
+
+        bf.create();
+        bf.activate();
+        IIndexBulkLoader builder = bf.createBuilder(numElements, bloomFilterSpec.getNumHashes(),
+                bloomFilterSpec.getNumBucketsPerElements());
+
+        int fieldCount = 5;
+        ISerializerDeserializer[] fieldSerdes = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE };
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        int maxLength = 20;
+        ArrayList<String> s1 = new ArrayList<String>();
+        ArrayList<String> s2 = new ArrayList<String>();
+        ArrayList<String> s3 = new ArrayList<String>();
+        ArrayList<String> s4 = new ArrayList<String>();
+        for (int i = 0; i < numElements; ++i) {
+            s1.add(randomString(rnd.nextInt() % maxLength, rnd));
+            s2.add(randomString(rnd.nextInt() % maxLength, rnd));
+            s3.add(randomString(rnd.nextInt() % maxLength, rnd));
+            s4.add(randomString(rnd.nextInt() % maxLength, rnd));
+        }
+
+        for (int i = 0; i < numElements; ++i) {
+            TupleUtils.createTuple(tupleBuilder, tuple, fieldSerdes, s1.get(i), s2.get(i), i, s3.get(i), s4.get(i));
+            builder.add(tuple);
+        }
+        builder.end();
+
+        long[] hashes = new long[2];
+        for (int i = 0; i < numElements; ++i) {
+            TupleUtils.createTuple(tupleBuilder, tuple, fieldSerdes, s1.get(i), s2.get(i), i, s3.get(i), s4.get(i));
+            Assert.assertTrue(bf.contains(tuple, hashes));
+        }
+
+        bf.deactivate();
+        bf.destroy();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/MurmurHashForITupleReferenceTest.java b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/MurmurHashForITupleReferenceTest.java
new file mode 100644
index 0000000..284a6cb
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/MurmurHashForITupleReferenceTest.java
@@ -0,0 +1,296 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.bloomfilter;
+
+import java.nio.ByteBuffer;
+import java.util.Random;
+import java.util.logging.Level;
+
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.impls.MurmurHash128Bit;
+import edu.uci.ics.hyracks.storage.am.bloomfilter.util.AbstractBloomFilterTest;
+
+@SuppressWarnings("rawtypes")
+public class MurmurHashForITupleReferenceTest extends AbstractBloomFilterTest {
+    private final static int NUM_LONG_VARS_FOR_128_BIT_HASH = 2;
+    private final static int DUMMY_FIELD = 0;
+    private final Random rnd = new Random(50);
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        super.setUp();
+    }
+
+    @Test
+    public void murmurhashONEIntegerFieldTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING MURMUR HASH ONE INTEGER FIELD");
+        }
+
+        int fieldCount = 2;
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(tupleBuilder, tuple, rnd.nextInt());
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+        int keyFields[] = { 0 };
+        int length = getTupleSize(tuple, keyFields);
+
+        long actuals[] = new long[NUM_LONG_VARS_FOR_128_BIT_HASH];
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, 0L, actuals);
+
+        ByteBuffer buffer;
+        byte[] array = new byte[length];
+        fillArrayWithData(array, keyFields, tuple, length);
+        buffer = ByteBuffer.wrap(array);
+
+        long[] expecteds = hash3_x64_128(buffer, 0, length, 0L);
+        Assert.assertArrayEquals(expecteds, actuals);
+    }
+
+    @Test
+    public void murmurhashTwoIntegerFieldsTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING MURMUR HASH TWO INTEGER FIELDS");
+        }
+
+        int fieldCount = 2;
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(tupleBuilder, tuple, rnd.nextInt(), rnd.nextInt());
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+        int keyFields[] = { 0, 1 };
+        int length = getTupleSize(tuple, keyFields);
+
+        long actuals[] = new long[NUM_LONG_VARS_FOR_128_BIT_HASH];
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, 0L, actuals);
+
+        ByteBuffer buffer;
+        byte[] array = new byte[length];
+        fillArrayWithData(array, keyFields, tuple, length);
+        buffer = ByteBuffer.wrap(array);
+
+        long[] expecteds = hash3_x64_128(buffer, 0, length, 0L);
+        Assert.assertArrayEquals(expecteds, actuals);
+    }
+
+    @Test
+    public void murmurhashOneStringFieldTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING MURMUR HASH ONE STRING FIELD");
+        }
+
+        int fieldCount = 2;
+        ISerializerDeserializer[] fieldSerdes = { UTF8StringSerializerDeserializer.INSTANCE };
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        String s = randomString(100, rnd);
+        TupleUtils.createTuple(tupleBuilder, tuple, fieldSerdes, s);
+
+        int keyFields[] = { 0 };
+        int length = getTupleSize(tuple, keyFields);
+
+        long actuals[] = new long[NUM_LONG_VARS_FOR_128_BIT_HASH];
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, 0L, actuals);
+
+        byte[] array = new byte[length];
+        ByteBuffer buffer;
+        fillArrayWithData(array, keyFields, tuple, length);
+        buffer = ByteBuffer.wrap(array);
+
+        long[] expecteds = hash3_x64_128(buffer, 0, length, 0L);
+        Assert.assertArrayEquals(expecteds, actuals);
+    }
+
+    @Test
+    public void murmurhashThreeStringFieldsTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING MURMUR HASH THREE STRING FIELDS");
+        }
+
+        int fieldCount = 3;
+        ISerializerDeserializer[] fieldSerdes = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE };
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        String s1 = randomString(40, rnd);
+        String s2 = randomString(60, rnd);
+        String s3 = randomString(20, rnd);
+        TupleUtils.createTuple(tupleBuilder, tuple, fieldSerdes, s1, s2, s3);
+
+        int keyFields[] = { 2, 0, 1 };
+        int length = getTupleSize(tuple, keyFields);
+
+        long actuals[] = new long[NUM_LONG_VARS_FOR_128_BIT_HASH];
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, 0L, actuals);
+
+        byte[] array = new byte[length];
+        ByteBuffer buffer;
+        fillArrayWithData(array, keyFields, tuple, length);
+        buffer = ByteBuffer.wrap(array);
+
+        long[] expecteds = hash3_x64_128(buffer, 0, length, 0L);
+        Assert.assertArrayEquals(expecteds, actuals);
+    }
+
+    private void fillArrayWithData(byte[] array, int[] keyFields, ITupleReference tuple, int length) {
+        int currentFieldIndex = 0;
+        int bytePos = 0;
+        for (int i = 0; i < length; ++i) {
+            array[i] = tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex]) + bytePos];
+            ++bytePos;
+            if (tuple.getFieldLength(keyFields[currentFieldIndex]) == bytePos) {
+                ++currentFieldIndex;
+                bytePos = 0;
+            }
+        }
+    }
+
+    private int getTupleSize(ITupleReference tuple, int[] keyFields) {
+        int length = 0;
+        for (int i = 0; i < keyFields.length; ++i) {
+            length += tuple.getFieldLength(keyFields[i]);
+        }
+        return length;
+    }
+
+    /**
+     * The hash3_x64_128 and getblock functions are borrowed from cassandra source code for testing purpose
+     **/
+    protected static long getblock(ByteBuffer key, int offset, int index) {
+        int i_8 = index << 3;
+        int blockOffset = offset + i_8;
+        return ((long) key.get(blockOffset + 0) & 0xff) + (((long) key.get(blockOffset + 1) & 0xff) << 8)
+                + (((long) key.get(blockOffset + 2) & 0xff) << 16) + (((long) key.get(blockOffset + 3) & 0xff) << 24)
+                + (((long) key.get(blockOffset + 4) & 0xff) << 32) + (((long) key.get(blockOffset + 5) & 0xff) << 40)
+                + (((long) key.get(blockOffset + 6) & 0xff) << 48) + (((long) key.get(blockOffset + 7) & 0xff) << 56);
+    }
+
+    public static long[] hash3_x64_128(ByteBuffer key, int offset, int length, long seed) {
+        final int nblocks = length >> 4; // Process as 128-bit blocks.
+
+        long h1 = seed;
+        long h2 = seed;
+
+        long c1 = 0x87c37b91114253d5L;
+        long c2 = 0x4cf5ad432745937fL;
+
+        //----------
+        // body
+
+        for (int i = 0; i < nblocks; i++) {
+            long k1 = getblock(key, offset, i * 2 + 0);
+            long k2 = getblock(key, offset, i * 2 + 1);
+
+            k1 *= c1;
+            k1 = MurmurHash128Bit.rotl64(k1, 31);
+            k1 *= c2;
+            h1 ^= k1;
+
+            h1 = MurmurHash128Bit.rotl64(h1, 27);
+            h1 += h2;
+            h1 = h1 * 5 + 0x52dce729;
+
+            k2 *= c2;
+            k2 = MurmurHash128Bit.rotl64(k2, 33);
+            k2 *= c1;
+            h2 ^= k2;
+
+            h2 = MurmurHash128Bit.rotl64(h2, 31);
+            h2 += h1;
+            h2 = h2 * 5 + 0x38495ab5;
+        }
+
+        //----------
+        // tail
+
+        // Advance offset to the unprocessed tail of the data.
+        offset += nblocks * 16;
+
+        long k1 = 0;
+        long k2 = 0;
+
+        switch (length & 15) {
+            case 15:
+                k2 ^= ((long) key.get(offset + 14)) << 48;
+            case 14:
+                k2 ^= ((long) key.get(offset + 13)) << 40;
+            case 13:
+                k2 ^= ((long) key.get(offset + 12)) << 32;
+            case 12:
+                k2 ^= ((long) key.get(offset + 11)) << 24;
+            case 11:
+                k2 ^= ((long) key.get(offset + 10)) << 16;
+            case 10:
+                k2 ^= ((long) key.get(offset + 9)) << 8;
+            case 9:
+                k2 ^= ((long) key.get(offset + 8)) << 0;
+                k2 *= c2;
+                k2 = MurmurHash128Bit.rotl64(k2, 33);
+                k2 *= c1;
+                h2 ^= k2;
+
+            case 8:
+                k1 ^= ((long) key.get(offset + 7)) << 56;
+            case 7:
+                k1 ^= ((long) key.get(offset + 6)) << 48;
+            case 6:
+                k1 ^= ((long) key.get(offset + 5)) << 40;
+            case 5:
+                k1 ^= ((long) key.get(offset + 4)) << 32;
+            case 4:
+                k1 ^= ((long) key.get(offset + 3)) << 24;
+            case 3:
+                k1 ^= ((long) key.get(offset + 2)) << 16;
+            case 2:
+                k1 ^= ((long) key.get(offset + 1)) << 8;
+            case 1:
+                k1 ^= ((long) key.get(offset));
+                k1 *= c1;
+                k1 = MurmurHash128Bit.rotl64(k1, 31);
+                k1 *= c2;
+                h1 ^= k1;
+        };
+
+        //----------
+        // finalization
+
+        h1 ^= length;
+        h2 ^= length;
+
+        h1 += h2;
+        h2 += h1;
+
+        h1 = MurmurHash128Bit.fmix(h1);
+        h2 = MurmurHash128Bit.fmix(h2);
+
+        h1 += h2;
+        h2 += h1;
+
+        return (new long[] { h1, h2 });
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/util/AbstractBloomFilterTest.java b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/util/AbstractBloomFilterTest.java
new file mode 100644
index 0000000..9b857a6
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/util/AbstractBloomFilterTest.java
@@ -0,0 +1,58 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.bloomfilter.util;
+
+import java.util.Random;
+import java.util.logging.Logger;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractBloomFilterTest {
+    protected final Logger LOGGER = Logger.getLogger(BloomFilterTestHarness.class.getName());
+
+    protected final BloomFilterTestHarness harness;
+
+    public AbstractBloomFilterTest() {
+        harness = new BloomFilterTestHarness();
+    }
+
+    public AbstractBloomFilterTest(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
+        harness = new BloomFilterTestHarness(pageSize, numPages, maxOpenFiles, hyracksFrameSize);
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    public static String randomString(int length, Random random) {
+        char[] chars = "abcdefghijklmnopqrstuvwxyz".toCharArray();
+        StringBuilder strBuilder = new StringBuilder();
+        for (int i = 0; i < length; ++i) {
+            char c = chars[random.nextInt(chars.length)];
+            strBuilder.append(c);
+        }
+        return strBuilder.toString();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/util/BloomFilterTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/util/BloomFilterTestHarness.java
new file mode 100644
index 0000000..8fac122
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/edu/uci/ics/hyracks/storage/am/bloomfilter/util/BloomFilterTestHarness.java
@@ -0,0 +1,120 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.bloomfilter.util;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestUtils;
+
+public class BloomFilterTestHarness {
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int pageSize;
+    protected final int numPages;
+    protected final int maxOpenFiles;
+    protected final int hyracksFrameSize;
+
+    protected IHyracksTaskContext ctx;
+    protected IBufferCache bufferCache;
+    protected IFileMapProvider fileMapProvider;
+    protected FileReference file;
+
+    protected final Random rnd = new Random();
+    protected final SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final String tmpDir = System.getProperty("java.io.tmpdir");
+    protected final String sep = System.getProperty("file.separator");
+    protected String fileName;
+
+    public BloomFilterTestHarness() {
+        this.pageSize = AccessMethodTestsConfig.BLOOM_FILTER_PAGE_SIZE;
+        this.numPages = AccessMethodTestsConfig.BLOOM_FILTER_NUM_PAGES;
+        this.maxOpenFiles = AccessMethodTestsConfig.BLOOM_FILTER_MAX_OPEN_FILES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.BLOOM_FILTER_HYRACKS_FRAME_SIZE;
+    }
+
+    public BloomFilterTestHarness(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
+        this.pageSize = pageSize;
+        this.numPages = numPages;
+        this.maxOpenFiles = maxOpenFiles;
+        this.hyracksFrameSize = hyracksFrameSize;
+    }
+
+    public void setUp() throws HyracksDataException {
+        fileName = tmpDir + sep + simpleDateFormat.format(new Date());
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(pageSize, numPages, maxOpenFiles);
+        bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        fileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        file = new FileReference(new File(fileName));
+        rnd.setSeed(RANDOM_SEED);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        bufferCache.close();
+        file.delete();
+    }
+
+    public IHyracksTaskContext getHyracksTaskContext() {
+        return ctx;
+    }
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public IFileMapProvider getFileMapProvider() {
+        return fileMapProvider;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public String getFileName() {
+        return fileName;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public int getPageSize() {
+        return pageSize;
+    }
+
+    public int getNumPages() {
+        return numPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public int getMaxOpenFiles() {
+        return maxOpenFiles;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml
index 7b03a71..12b0514 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-storage-am-btree-test</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-storage-am-btree-test</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -35,14 +34,14 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-am-btree</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-test-support</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>test</scope>
   	</dependency>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeBulkLoadTest.java
index 11c47c7..5417ca1 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeBulkLoadTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeBulkLoadTest.java
@@ -22,21 +22,18 @@
 
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexBulkLoadTest;
-import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestContext;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
 
-@SuppressWarnings("rawtypes")
 public class BTreeBulkLoadTest extends OrderedIndexBulkLoadTest {
 
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
     public BTreeBulkLoadTest() {
         super(BTreeTestHarness.LEAF_FRAMES_TO_TEST, 1);
     }
 
-    private final BTreeTestHarness harness = new BTreeTestHarness();
-
     @Before
     public void setUp() throws HyracksDataException {
         harness.setUp();
@@ -47,11 +44,12 @@
         harness.tearDown();
     }
 
+    @SuppressWarnings("rawtypes")
     @Override
     protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
             BTreeLeafFrameType leafType) throws Exception {
-        return BTreeTestContext.create(harness.getBufferCache(), harness.getBTreeFileId(), fieldSerdes, numKeys,
-                leafType);
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
     }
 
     @Override
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeDeleteTest.java
index 0205540..10cd59f 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeDeleteTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeDeleteTest.java
@@ -22,21 +22,18 @@
 
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexDeleteTest;
-import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestContext;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
 
-@SuppressWarnings("rawtypes")
 public class BTreeDeleteTest extends OrderedIndexDeleteTest {
 
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
     public BTreeDeleteTest() {
         super(BTreeTestHarness.LEAF_FRAMES_TO_TEST);
     }
 
-    private final BTreeTestHarness harness = new BTreeTestHarness();
-
     @Before
     public void setUp() throws HyracksDataException {
         harness.setUp();
@@ -47,11 +44,12 @@
         harness.tearDown();
     }
 
+    @SuppressWarnings("rawtypes")
     @Override
     protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
             BTreeLeafFrameType leafType) throws Exception {
-        return BTreeTestContext.create(harness.getBufferCache(), harness.getBTreeFileId(), fieldSerdes, numKeys,
-                leafType);
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
     }
 
     @Override
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeExamplesTest.java
index f4f8b12..c02d53d 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeExamplesTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeExamplesTest.java
@@ -21,7 +21,6 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexExamplesTest;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
@@ -40,13 +39,11 @@
     public void tearDown() throws HyracksDataException {
         harness.tearDown();
     }
-    
-    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories) throws TreeIndexException {
-        return BTreeUtils.createBTree(harness.getBufferCache(), harness.getOpCallback(), typeTraits, cmpFactories,
-                BTreeLeafFrameType.REGULAR_NSM);
+
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields) throws TreeIndexException {
+        return BTreeUtils.createBTree(harness.getBufferCache(), harness.getFileMapProvider(), typeTraits, cmpFactories,
+                BTreeLeafFrameType.REGULAR_NSM, harness.getFileReference());
     }
-    
-    protected int getIndexFileId() {
-        return harness.getBTreeFileId();
-    }
+
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeInsertTest.java
index 0b6cf4d..efe7579 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeInsertTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeInsertTest.java
@@ -22,31 +22,27 @@
 
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexInsertTest;
-import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestContext;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
 
 /**
- * Tests the BTree insert operation with strings and integer fields using
- * various numbers of key and payload fields.
- * 
- * Each tests first fills a BTree with randomly generated tuples. We compare the
- * following operations against expected results: 1. Point searches for all
- * tuples. 2. Ordered scan. 3. Disk-order scan. 4. Range search (and prefix
- * search for composite keys).
- * 
+ * Tests the BTree insert operation with strings and integer fields using 
+ * various numbers of key and payload fields. Each tests first fills a BTree with 
+ * randomly generated tuples. We compare the following operations against expected results: 
+ *      1) Point searches for all tuples 
+ *      2) Ordered scan
+ *      3) Disk-order scan
+ *      4) Range search (and prefix search for composite keys)
  */
-@SuppressWarnings("rawtypes")
 public class BTreeInsertTest extends OrderedIndexInsertTest {
 
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
     public BTreeInsertTest() {
         super(BTreeTestHarness.LEAF_FRAMES_TO_TEST);
     }
 
-    private final BTreeTestHarness harness = new BTreeTestHarness();
-
     @Before
     public void setUp() throws HyracksDataException {
         harness.setUp();
@@ -57,11 +53,12 @@
         harness.tearDown();
     }
 
+    @SuppressWarnings("rawtypes")
     @Override
     protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
             BTreeLeafFrameType leafType) throws Exception {
-        return BTreeTestContext.create(harness.getBufferCache(), harness.getBTreeFileId(), fieldSerdes, numKeys,
-                leafType);
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
     }
 
     @Override
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeLifecycleTest.java
new file mode 100644
index 0000000..1445d2c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeLifecycleTest.java
@@ -0,0 +1,71 @@
+package edu.uci.ics.hyracks.storage.am.btree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+
+public class BTreeLifecycleTest extends AbstractIndexLifecycleTest {
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+    private final TreeIndexTestUtils titu = new OrderedIndexTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+
+    private ITreeIndexFrame frame = null;
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, fieldSerdes.length, BTreeLeafFrameType.REGULAR_NSM);
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws HyracksDataException {
+        testCtx.getIndex().deactivate();
+        testCtx.getIndex().destroy();
+        harness.tearDown();
+    }
+
+    @Override
+    protected boolean persistentStateExists() {
+        return harness.getFileReference().getFile().exists();
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws HyracksDataException {
+        BTree btree = (BTree) testCtx.getIndex();
+        if (frame == null) {
+            frame = btree.getInteriorFrameFactory().createFrame();
+        }
+        return btree.isEmptyTree(frame);
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java
new file mode 100644
index 0000000..b5cbca3
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hyracks.storage.am.btree;
+
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+
+public class BTreeModificationOperationCallbackTest extends AbstractModificationOperationCallbackTest {
+    private final BTreeTestHarness harness;
+
+    public BTreeModificationOperationCallbackTest() {
+        harness = new BTreeTestHarness();
+    }
+
+    @Override
+    protected void createIndexInstance() throws Exception {
+        index = BTreeUtils.createBTree(harness.getBufferCache(), harness.getFileMapProvider(),
+                SerdeUtils.serdesToTypeTraits(keySerdes),
+                SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), BTreeLeafFrameType.REGULAR_NSM,
+                harness.getFileReference());
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        super.setup();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        super.tearDown();
+        harness.tearDown();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeSearchCursorTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeSearchCursorTest.java
index 4003cf1..ad0b21e 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeSearchCursorTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeSearchCursorTest.java
@@ -24,6 +24,7 @@
 import java.util.TreeSet;
 import java.util.logging.Level;
 
+import org.junit.Assert;
 import org.junit.Before;
 import org.junit.Test;
 
@@ -47,29 +48,24 @@
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
 import edu.uci.ics.hyracks.storage.am.btree.util.AbstractBTreeTest;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 
 public class BTreeSearchCursorTest extends AbstractBTreeTest {
-    // Declare fields
-    int fieldCount = 2;
-    ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
-
-    TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
-    ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
-    ITreeIndexMetaDataFrame metaFrame = metaFrameFactory.createFrame();
-
-    Random rnd = new Random(50);
+    private final int fieldCount = 2;
+    private final ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+    private final TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+    private final ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+    private final Random rnd = new Random(50);
 
     @Before
     public void setUp() throws HyracksDataException {
@@ -85,8 +81,7 @@
         }
 
         IBufferCache bufferCache = harness.getBufferCache();
-        int btreeFileId = harness.getBTreeFileId();
-        
+
         // declare keys
         int keyFieldCount = 1;
         IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
@@ -100,14 +95,16 @@
 
         IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
 
-        BTree btree = new BTree(bufferCache, NoOpOperationCallback.INSTANCE, fieldCount, cmpFactories, freePageManager, interiorFrameFactory, leafFrameFactory);
-        btree.create(btreeFileId);
-        btree.open(btreeFileId);
+        BTree btree = new BTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
 
         ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
 
-        ITreeIndexAccessor indexAccessor = btree.createAccessor();
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
 
         // generate keys
         int numKeys = 50;
@@ -136,18 +133,21 @@
             }
         }
 
-        // btree.printTree(leafFrame, interiorFrame, recDescSers);
-
         int minSearchKey = -100;
         int maxSearchKey = 100;
 
         // forward searches
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true, true, false);
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, false, true, false);
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true, false, false);
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true, true, false);
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, false,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                false, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
 
-        btree.close();
+        btree.deactivate();
+        btree.destroy();
     }
 
     @Test
@@ -157,8 +157,7 @@
         }
 
         IBufferCache bufferCache = harness.getBufferCache();
-        int btreeFileId = harness.getBTreeFileId();
-        
+
         // declare keys
         int keyFieldCount = 2;
         IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
@@ -173,14 +172,16 @@
 
         IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
 
-        BTree btree = new BTree(bufferCache, NoOpOperationCallback.INSTANCE, fieldCount, cmpFactories, freePageManager, interiorFrameFactory, leafFrameFactory);
-        btree.create(btreeFileId);
-        btree.open(btreeFileId);
+        BTree btree = new BTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
 
         ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
 
-        ITreeIndexAccessor indexAccessor = btree.createAccessor();
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
 
         // generate keys
         int numKeys = 50;
@@ -206,18 +207,21 @@
             }
         }
 
-        // btree.printTree(leafFrame, interiorFrame, recDescSers);
-
         int minSearchKey = -100;
         int maxSearchKey = 100;
 
         // forward searches
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true, true, false);
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, false, true, false);
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true, false, false);
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true, true, false);
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, false,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                false, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
 
-        btree.close();
+        btree.deactivate();
+        btree.destroy();
     }
 
     @Test
@@ -227,8 +231,7 @@
         }
 
         IBufferCache bufferCache = harness.getBufferCache();
-        int btreeFileId = harness.getBTreeFileId();
-        
+
         // declare keys
         int keyFieldCount = 2;
         IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
@@ -243,14 +246,16 @@
 
         IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
 
-        BTree btree = new BTree(bufferCache, NoOpOperationCallback.INSTANCE, fieldCount, cmpFactories, freePageManager, interiorFrameFactory, leafFrameFactory);
-        btree.create(btreeFileId);
-        btree.open(btreeFileId);
+        BTree btree = new BTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
 
         ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
 
-        ITreeIndexAccessor indexAccessor = btree.createAccessor();
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
 
         // generate keys
         int numKeys = 50;
@@ -276,22 +281,25 @@
             }
         }
 
-        // btree.printTree(leafFrame, interiorFrame, recDescSers);
-
         int minSearchKey = -100;
         int maxSearchKey = 100;
 
         // forward searches
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true, true, false);
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, false, true, false);
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true, false, false);
-        performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true, true, false);
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, false,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                false, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
 
-        btree.close();
+        btree.deactivate();
+        btree.destroy();
     }
 
-    public RangePredicate createRangePredicate(int lk, int hk, boolean lowKeyInclusive,
-            boolean highKeyInclusive) throws HyracksDataException {
+    public RangePredicate createRangePredicate(int lk, int hk, boolean lowKeyInclusive, boolean highKeyInclusive)
+            throws HyracksDataException {
 
         // create tuplereferences for search keys
         ITupleReference lowKey = TupleUtils.createIntegerTuple(lk);
@@ -301,8 +309,8 @@
         searchCmps[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY).createBinaryComparator();
         MultiComparator searchCmp = new MultiComparator(searchCmps);
 
-        RangePredicate rangePred = new RangePredicate(lowKey, highKey, lowKeyInclusive, highKeyInclusive,
-                searchCmp, searchCmp);
+        RangePredicate rangePred = new RangePredicate(lowKey, highKey, lowKeyInclusive, highKeyInclusive, searchCmp,
+                searchCmp);
         return rangePred;
     }
 
@@ -345,9 +353,9 @@
                 int highKey = j;
 
                 ITreeIndexCursor rangeCursor = new BTreeRangeSearchCursor(leafFrame, false);
-                RangePredicate rangePred = createRangePredicate(lowKey, highKey, lowKeyInclusive,
-                        highKeyInclusive);
-                ITreeIndexAccessor indexAccessor = btree.createAccessor();
+                RangePredicate rangePred = createRangePredicate(lowKey, highKey, lowKeyInclusive, highKeyInclusive);
+                ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                        TestOperationCallback.INSTANCE);
                 indexAccessor.search(rangeCursor, rangePred);
 
                 try {
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java
new file mode 100644
index 0000000..037d992
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java
@@ -0,0 +1,35 @@
+package edu.uci.ics.hyracks.storage.am.btree;
+
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+
+public class BTreeSearchOperationCallbackTest extends AbstractSearchOperationCallbackTest {
+    private final BTreeTestHarness harness;
+
+    public BTreeSearchOperationCallbackTest() {
+        harness = new BTreeTestHarness();
+    }
+
+    @Override
+    protected void createIndexInstance() throws Exception {
+        index = BTreeUtils.createBTree(harness.getBufferCache(), harness.getFileMapProvider(),
+                SerdeUtils.serdesToTypeTraits(keySerdes),
+                SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), BTreeLeafFrameType.REGULAR_NSM,
+                harness.getFileReference());
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        super.setup();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        super.tearDown();
+        harness.tearDown();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeStatsTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeStatsTest.java
index c33b4e9..57535b2 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeStatsTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeStatsTest.java
@@ -1,7 +1,6 @@
 package edu.uci.ics.hyracks.storage.am.btree;
 
 import java.io.DataOutput;
-import java.io.File;
 import java.nio.ByteBuffer;
 import java.util.Random;
 import java.util.logging.Level;
@@ -14,7 +13,6 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
 import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
@@ -28,6 +26,7 @@
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
 import edu.uci.ics.hyracks.storage.am.btree.util.AbstractBTreeTest;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
@@ -36,7 +35,6 @@
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import edu.uci.ics.hyracks.storage.am.common.util.TreeIndexBufferCacheWarmup;
 import edu.uci.ics.hyracks.storage.am.common.util.TreeIndexStats;
@@ -52,18 +50,15 @@
     private static final int NUM_PAGES = 1000;
     private static final int MAX_OPEN_FILES = 10;
     private static final int HYRACKS_FRAME_SIZE = 128;
-    private IHyracksTaskContext ctx = TestUtils.create(HYRACKS_FRAME_SIZE);
+
+    private final IHyracksTaskContext ctx = TestUtils.create(HYRACKS_FRAME_SIZE);
 
     @Test
     public void test01() throws Exception {
 
         TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES);
-        IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
-        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
-        FileReference file = new FileReference(new File(harness.getFileName()));
-        bufferCache.createFile(file);
-        int fileId = fmp.lookupFileId(file);
-        bufferCache.openFile(fileId);
+        IBufferCache bufferCache = harness.getBufferCache();
+        IFileMapProvider fmp = harness.getFileMapProvider();
 
         // declare fields
         int fieldCount = 2;
@@ -87,9 +82,10 @@
 
         IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
 
-        BTree btree = new BTree(bufferCache, NoOpOperationCallback.INSTANCE, fieldCount, cmpFactories, freePageManager, interiorFrameFactory, leafFrameFactory);
-        btree.create(fileId);
-        btree.open(fileId);
+        BTree btree = new BTree(bufferCache, fmp, freePageManager, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
 
         Random rnd = new Random();
         rnd.setSeed(50);
@@ -112,7 +108,8 @@
         accessor.reset(frame);
         FrameTupleReference tuple = new FrameTupleReference();
 
-        ITreeIndexAccessor indexAccessor = btree.createAccessor();
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
         // 10000
         for (int i = 0; i < 100000; i++) {
 
@@ -145,6 +142,7 @@
             }
         }
 
+        int fileId = fmp.lookupFileId(harness.getFileReference());
         TreeIndexStatsGatherer statsGatherer = new TreeIndexStatsGatherer(bufferCache, freePageManager, fileId,
                 btree.getRootPageId());
         TreeIndexStats stats = statsGatherer.gatherStats(leafFrame, interiorFrame, metaFrame);
@@ -156,8 +154,8 @@
                 fileId);
         bufferCacheWarmup.warmup(leafFrame, metaFrame, new int[] { 1, 2 }, new int[] { 2, 5 });
 
-        btree.close();
-        bufferCache.closeFile(fileId);
+        btree.deactivate();
+        btree.destroy();
         bufferCache.close();
     }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpdateSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpdateSearchTest.java
index 2b03a6a..f01799d 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpdateSearchTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpdateSearchTest.java
@@ -22,6 +22,7 @@
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
 import edu.uci.ics.hyracks.storage.am.btree.util.AbstractBTreeTest;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
@@ -30,19 +31,16 @@
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 
-@SuppressWarnings("rawtypes")
 public class BTreeUpdateSearchTest extends AbstractBTreeTest {
 
     // Update scan test on fixed-length tuples.
     @Test
     public void test01() throws Exception {
         IBufferCache bufferCache = harness.getBufferCache();
-        int btreeFileId = harness.getBTreeFileId();
-        
+
         // declare fields
         int fieldCount = 2;
         ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
@@ -54,6 +52,7 @@
         IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
         cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
 
+        @SuppressWarnings("rawtypes")
         ISerializerDeserializer[] recDescSers = { IntegerSerializerDeserializer.INSTANCE,
                 IntegerSerializerDeserializer.INSTANCE };
 
@@ -65,9 +64,10 @@
         IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) leafFrameFactory.createFrame();
 
         IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
-        BTree btree = new BTree(bufferCache, NoOpOperationCallback.INSTANCE, fieldCount, cmpFactories, freePageManager, interiorFrameFactory, leafFrameFactory);
-        btree.create(btreeFileId);
-        btree.open(btreeFileId);
+        BTree btree = new BTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
 
         Random rnd = new Random();
         rnd.setSeed(50);
@@ -80,7 +80,8 @@
 
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference insertTuple = new ArrayTupleReference();
-        ITreeIndexAccessor indexAccessor = btree.createAccessor();
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
 
         int numInserts = 10000;
         for (int i = 0; i < numInserts; i++) {
@@ -149,6 +150,7 @@
         } finally {
             scanCursor.close();
         }
-        btree.close();
+        btree.deactivate();
+        btree.destroy();
     }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpdateTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpdateTest.java
index c3b56d5..89bb50e5 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpdateTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpdateTest.java
@@ -22,21 +22,18 @@
 
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
-import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexUpdateTest;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestContext;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
 
-@SuppressWarnings("rawtypes")
 public class BTreeUpdateTest extends OrderedIndexUpdateTest {
 
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
     public BTreeUpdateTest() {
         super(BTreeTestHarness.LEAF_FRAMES_TO_TEST);
     }
 
-    private final BTreeTestHarness harness = new BTreeTestHarness();
-
     @Before
     public void setUp() throws HyracksDataException {
         harness.setUp();
@@ -47,11 +44,12 @@
         harness.tearDown();
     }
 
+    @SuppressWarnings("rawtypes")
     @Override
     protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
             BTreeLeafFrameType leafType) throws Exception {
-        return BTreeTestContext.create(harness.getBufferCache(), harness.getBTreeFileId(), fieldSerdes, numKeys,
-                leafType);
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
     }
 
     @Override
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpsertTest.java
index 6e14607..ab32156 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpsertTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeUpsertTest.java
@@ -27,16 +27,14 @@
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
 
 /**
- * Tests the BTree insert operation with strings and integer fields using
- * various numbers of key and payload fields.
- * 
- * Each tests first fills a BTree with randomly generated tuples. We compare the
- * following operations against expected results: 1. Point searches for all
- * tuples. 2. Ordered scan. 3. Disk-order scan. 4. Range search (and prefix
- * search for composite keys).
- * 
+ * Tests the BTree insert operation with strings and integer fields using 
+ * various numbers of key and payload fields. Each tests first fills a BTree with 
+ * randomly generated tuples. We compare the following operations against expected results: 
+ *      1) Point searches for all tuples 
+ *      2) Ordered scan
+ *      3) Disk-order scan
+ *      4) Range search (and prefix search for composite keys)
  */
-@SuppressWarnings("rawtypes")
 public class BTreeUpsertTest extends OrderedIndexUpsertTest {
 
     public BTreeUpsertTest() {
@@ -55,11 +53,12 @@
         harness.tearDown();
     }
 
+    @SuppressWarnings("rawtypes")
     @Override
     protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
             BTreeLeafFrameType leafType) throws Exception {
-        return BTreeTestContext.create(harness.getBufferCache(), harness.getBTreeFileId(), fieldSerdes, numKeys,
-                leafType);
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
     }
 
     @Override
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/FieldPrefixNSMTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/FieldPrefixNSMTest.java
index d61d16a..1bf511e 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/FieldPrefixNSMTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/FieldPrefixNSMTest.java
@@ -48,19 +48,19 @@
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
-@SuppressWarnings("rawtypes")
 public class FieldPrefixNSMTest extends AbstractBTreeTest {
 
-    private static final int PAGE_SIZE = 32768; // 32K
+    private static final int PAGE_SIZE = 32768;
     private static final int NUM_PAGES = 40;
     private static final int MAX_OPEN_FILES = 10;
     private static final int HYRACKS_FRAME_SIZE = 128;
 
-    public FieldPrefixNSMTest() {        
+    public FieldPrefixNSMTest() {
         super(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES, HYRACKS_FRAME_SIZE);
     }
-    
+
     private ITupleReference createTuple(IHyracksTaskContext ctx, int f0, int f1, int f2, boolean print)
             throws HyracksDataException {
         if (print) {
@@ -73,7 +73,8 @@
         FrameTupleAppender appender = new FrameTupleAppender(ctx.getFrameSize());
         ArrayTupleBuilder tb = new ArrayTupleBuilder(3);
         DataOutput dos = tb.getDataOutput();
-        
+
+        @SuppressWarnings("rawtypes")
         ISerializerDeserializer[] recDescSers = { IntegerSerializerDeserializer.INSTANCE,
                 IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
         RecordDescriptor recDesc = new RecordDescriptor(recDescSers);
@@ -98,8 +99,8 @@
     }
 
     @Test
-    public void test01() throws Exception {        
-        
+    public void test01() throws Exception {
+
         // declare fields
         int fieldCount = 3;
         ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
@@ -116,6 +117,7 @@
         MultiComparator cmp = new MultiComparator(cmps);
 
         // just for printing
+        @SuppressWarnings("rawtypes")
         ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
                 IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
 
@@ -123,7 +125,10 @@
         rnd.setSeed(50);
 
         IBufferCache bufferCache = harness.getBufferCache();
-        int btreeFileId = harness.getBTreeFileId();
+        IFileMapProvider fileMapProvider = harness.getFileMapProvider();
+        bufferCache.createFile(harness.getFileReference());
+        int btreeFileId = fileMapProvider.lookupFileId(harness.getFileReference());
+        bufferCache.openFile(btreeFileId);
         IHyracksTaskContext ctx = harness.getHyracksTaskContext();
         ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(btreeFileId, 0), false);
         try {
@@ -220,6 +225,8 @@
 
         } finally {
             bufferCache.unpin(page);
+            bufferCache.closeFile(btreeFileId);
+            bufferCache.close();
         }
     }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/StorageManagerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/StorageManagerTest.java
index 9ec64b5..d273a12 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/StorageManagerTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/StorageManagerTest.java
@@ -29,7 +29,7 @@
 import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
 import edu.uci.ics.hyracks.storage.common.sync.LatchType;
 
-public class StorageManagerTest extends AbstractBTreeTest {	
+public class StorageManagerTest extends AbstractBTreeTest {
     public class PinnedLatchedPage {
         public final ICachedPage page;
         public final LatchType latch;
@@ -43,7 +43,10 @@
     }
 
     public enum FileAccessType {
-        FTA_READONLY, FTA_WRITEONLY, FTA_MIXED, FTA_UNLATCHED
+        FTA_READONLY,
+        FTA_WRITEONLY,
+        FTA_MIXED,
+        FTA_UNLATCHED
     }
 
     public class FileAccessWorker implements Runnable {
@@ -249,11 +252,16 @@
     }
 
     @Test
-    public void oneThreadOneFileTest() throws Exception { 
-		Thread worker = new Thread(new FileAccessWorker(0,
-				harness.getBufferCache(), FileAccessType.FTA_UNLATCHED,
-				harness.getBTreeFileId(), 10, 10, 100, 10, 0));
+    public void oneThreadOneFileTest() throws Exception {
+        IBufferCache bufferCache = harness.getBufferCache();
+        bufferCache.createFile(harness.getFileReference());
+        int btreeFileId = harness.getFileMapProvider().lookupFileId(harness.getFileReference());
+        bufferCache.openFile(btreeFileId);
+        Thread worker = new Thread(new FileAccessWorker(0, harness.getBufferCache(), FileAccessType.FTA_UNLATCHED,
+                btreeFileId, 10, 10, 100, 10, 0));
         worker.start();
         worker.join();
+        bufferCache.closeFile(btreeFileId);
+        bufferCache.close();
     }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
index 596fa31..3f38c05 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
@@ -24,18 +24,18 @@
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
-import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
 
 public class BTreeMultiThreadTest extends OrderedIndexMultiThreadTest {
 
-    private BTreeTestHarness harness = new BTreeTestHarness();
-    
-    private BTreeTestWorkerFactory workerFactory = new BTreeTestWorkerFactory();
-    
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+    private final BTreeTestWorkerFactory workerFactory = new BTreeTestWorkerFactory();
+
     @Override
     protected void setUp() throws HyracksDataException {
         harness.setUp();
@@ -47,41 +47,45 @@
     }
 
     @Override
-    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories) throws TreeIndexException {
-        return BTreeUtils.createBTree(harness.getBufferCache(), harness.getOpCallback(), typeTraits, cmpFactories, BTreeLeafFrameType.REGULAR_NSM);
+    protected ITreeIndex createIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields) throws TreeIndexException {
+        return BTreeUtils.createBTree(harness.getBufferCache(), harness.getFileMapProvider(), typeTraits, cmpFactories,
+                BTreeLeafFrameType.REGULAR_NSM, harness.getFileReference());
     }
 
     @Override
-    protected ITreeIndexTestWorkerFactory getWorkerFactory() {
+    protected IIndexTestWorkerFactory getWorkerFactory() {
         return workerFactory;
     }
 
     @Override
     protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
         ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
-        
+
         // Insert only workload.
         TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
-        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, getUniformOpProbs(insertOnlyOps)));
-        
-        // Inserts mixed with point searches and scans.
-        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH, TestOperation.SCAN, TestOperation.DISKORDER_SCAN };
-        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, getUniformOpProbs(insertSearchOnlyOps)));
-        
-        // Inserts, updates, deletes, and upserts.        
-        TestOperation[] insertDeleteUpdateUpsertOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.UPDATE, TestOperation.UPSERT };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateUpsertOps, getUniformOpProbs(insertDeleteUpdateUpsertOps)));
-        
-        // All operations mixed.
-        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.UPDATE, TestOperation.UPSERT, TestOperation.POINT_SEARCH, TestOperation.SCAN, TestOperation.DISKORDER_SCAN };
-        workloadConfs.add(new TestWorkloadConf(allOps, getUniformOpProbs(allOps)));
-        
-        return workloadConfs;
-    }
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
 
-    @Override
-    protected int getFileId() {
-        return harness.getBTreeFileId();
+        // Inserts mixed with point searches and scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH,
+                TestOperation.SCAN, TestOperation.DISKORDER_SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts, updates, deletes, and upserts.        
+        TestOperation[] insertDeleteUpdateUpsertOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.UPSERT };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateUpsertOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateUpsertOps.length)));
+
+        // All operations mixed.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.UPSERT, TestOperation.POINT_SEARCH, TestOperation.SCAN,
+                TestOperation.DISKORDER_SCAN };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
     }
 
     @Override
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorker.java
index 7d8de7d..be8dc5d 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorker.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorker.java
@@ -24,37 +24,37 @@
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNotUpdateableException;
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
-public class BTreeTestWorker extends AbstractTreeIndexTestWorker {
-    
+public class BTreeTestWorker extends AbstractIndexTestWorker {
+
     private final BTree btree;
     private final int numKeyFields;
     private final ArrayTupleBuilder deleteTb;
     private final ArrayTupleReference deleteTuple = new ArrayTupleReference();
-    
-    public BTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index, int numBatches) {
+
+    public BTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches) {
         super(dataGen, opSelector, index, numBatches);
         btree = (BTree) index;
         numKeyFields = btree.getComparatorFactories().length;
         deleteTb = new ArrayTupleBuilder(numKeyFields);
     }
-    
+
     @Override
-    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, TreeIndexException {        
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
         BTree.BTreeAccessor accessor = (BTree.BTreeAccessor) indexAccessor;
         ITreeIndexCursor searchCursor = accessor.createSearchCursor();
         ITreeIndexCursor diskOrderScanCursor = accessor.createDiskOrderScanCursor();
         MultiComparator cmp = accessor.getOpContext().cmp;
         RangePredicate rangePred = new RangePredicate(tuple, tuple, true, true, cmp, cmp);
-        
+
         switch (op) {
             case INSERT:
                 try {
@@ -63,7 +63,7 @@
                     // Ignore duplicate keys, since we get random tuples.
                 }
                 break;
-                
+
             case DELETE:
                 // Create a tuple reference with only key fields.
                 deleteTb.reset();
@@ -77,7 +77,7 @@
                     // Ignore non-existant keys, since we get random tuples.
                 }
                 break;
-                
+
             case UPDATE:
                 try {
                     accessor.update(tuple);
@@ -87,21 +87,21 @@
                     // Ignore not updateable exception due to numKeys == numFields.
                 }
                 break;
-                
+
             case UPSERT:
                 accessor.upsert(tuple);
                 // Upsert should not throw. If it does, there's 
                 // a bigger problem and the test should fail.
                 break;
-                
-            case POINT_SEARCH: 
+
+            case POINT_SEARCH:
                 searchCursor.reset();
                 rangePred.setLowKey(tuple, true);
                 rangePred.setHighKey(tuple, true);
                 accessor.search(searchCursor, rangePred);
                 consumeCursorTuples(searchCursor);
                 break;
-                
+
             case SCAN:
                 searchCursor.reset();
                 rangePred.setLowKey(null, true);
@@ -109,21 +109,21 @@
                 accessor.search(searchCursor, rangePred);
                 consumeCursorTuples(searchCursor);
                 break;
-                
+
             case DISKORDER_SCAN:
                 diskOrderScanCursor.reset();
                 accessor.diskOrderScan(diskOrderScanCursor);
                 consumeCursorTuples(diskOrderScanCursor);
-                break;                            
-            
+                break;
+
             default:
                 throw new HyracksDataException("Op " + op.toString() + " not supported.");
         }
     }
-    
-    private void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException {
+
+    private void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException, IndexException {
         try {
-            while(cursor.hasNext()) {
+            while (cursor.hasNext()) {
                 cursor.next();
             }
         } finally {
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java
index dc4d883..bfde531 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java
@@ -15,16 +15,16 @@
 
 package edu.uci.ics.hyracks.storage.am.btree.multithread;
 
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 
-public class BTreeTestWorkerFactory implements ITreeIndexTestWorkerFactory {
+public class BTreeTestWorkerFactory implements IIndexTestWorkerFactory {
     @Override
-    public AbstractTreeIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
-            ITreeIndex index, int numBatches) {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
         return new BTreeTestWorker(dataGen, opSelector, index, numBatches);
     }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/AbstractBTreeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/AbstractBTreeTest.java
index f4eca1b..ef9a456 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/AbstractBTreeTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/AbstractBTreeTest.java
@@ -23,24 +23,25 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 
 public abstract class AbstractBTreeTest {
-	protected final Logger LOGGER = Logger.getLogger(BTreeTestHarness.class.getName());
-	protected final BTreeTestHarness harness;
-	
-	public AbstractBTreeTest() {
-		harness = new BTreeTestHarness();
+    protected final Logger LOGGER = Logger.getLogger(BTreeTestHarness.class.getName());
+
+    protected final BTreeTestHarness harness;
+
+    public AbstractBTreeTest() {
+        harness = new BTreeTestHarness();
     }
-    
+
     public AbstractBTreeTest(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
-    	harness = new BTreeTestHarness(pageSize, numPages, maxOpenFiles, hyracksFrameSize);
+        harness = new BTreeTestHarness(pageSize, numPages, maxOpenFiles, hyracksFrameSize);
     }
-	
-	@Before
-	public void setUp() throws HyracksDataException {
-		harness.setUp();
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
     }
-	
-	@After
+
+    @After
     public void tearDown() throws HyracksDataException {
-		harness.tearDown();
+        harness.tearDown();
     }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestContext.java
index b820f93..1d63b85 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestContext.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestContext.java
@@ -18,39 +18,40 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
 import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
 @SuppressWarnings("rawtypes")
 public class BTreeTestContext extends OrderedIndexTestContext {
-    
+
     public BTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {
         super(fieldSerdes, treeIndex);
     }
 
     @Override
     public int getKeyFieldCount() {
-        BTree btree = (BTree) treeIndex;
+        BTree btree = (BTree) index;
         return btree.getComparatorFactories().length;
     }
-    
+
     @Override
     public IBinaryComparatorFactory[] getComparatorFactories() {
-        BTree btree = (BTree) treeIndex;
+        BTree btree = (BTree) index;
         return btree.getComparatorFactories();
     }
-    
-    public static BTreeTestContext create(IBufferCache bufferCache, int btreeFileId, ISerializerDeserializer[] fieldSerdes, int numKeyFields, BTreeLeafFrameType leafType) throws Exception {        
+
+    public static BTreeTestContext create(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            FileReference file, ISerializerDeserializer[] fieldSerdes, int numKeyFields, BTreeLeafFrameType leafType)
+            throws Exception {
         ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
         IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeyFields);
-        BTree btree = BTreeUtils.createBTree(bufferCache, NoOpOperationCallback.INSTANCE, typeTraits, cmpFactories, leafType);
-        btree.create(btreeFileId);
-        btree.open(btreeFileId);
+        BTree btree = BTreeUtils.createBTree(bufferCache, fileMapProvider, typeTraits, cmpFactories, leafType, file);
         BTreeTestContext testCtx = new BTreeTestContext(fieldSerdes, btree);
         return testCtx;
     }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestHarness.java
index 1b450d8..e357bf5 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestHarness.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestHarness.java
@@ -24,109 +24,100 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
-import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallback;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
 import edu.uci.ics.hyracks.test.support.TestUtils;
 
-public class BTreeTestHarness {    
+public class BTreeTestHarness {
     public static final BTreeLeafFrameType[] LEAF_FRAMES_TO_TEST = new BTreeLeafFrameType[] {
-        BTreeLeafFrameType.REGULAR_NSM, BTreeLeafFrameType.FIELD_PREFIX_COMPRESSED_NSM };
-    
+            BTreeLeafFrameType.REGULAR_NSM, BTreeLeafFrameType.FIELD_PREFIX_COMPRESSED_NSM };
+
     private static final long RANDOM_SEED = 50;
-    private static final int DEFAULT_PAGE_SIZE = 256;
-    private static final int DEFAULT_NUM_PAGES = 100;
-    private static final int DEFAULT_MAX_OPEN_FILES = 10;
-    private static final int DEFAULT_HYRACKS_FRAME_SIZE = 128;
-    
+
     protected final int pageSize;
     protected final int numPages;
     protected final int maxOpenFiles;
     protected final int hyracksFrameSize;
-        
-    protected IHyracksTaskContext ctx; 
+
+    protected IHyracksTaskContext ctx;
     protected IBufferCache bufferCache;
-    protected int btreeFileId;
-    
+    protected IFileMapProvider fileMapProvider;
+    protected FileReference file;
+
     protected final Random rnd = new Random();
     protected final SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
     protected final String tmpDir = System.getProperty("java.io.tmpdir");
     protected final String sep = System.getProperty("file.separator");
     protected String fileName;
-    
+
     public BTreeTestHarness() {
-    	this.pageSize = DEFAULT_PAGE_SIZE;
-    	this.numPages = DEFAULT_NUM_PAGES;
-    	this.maxOpenFiles = DEFAULT_MAX_OPEN_FILES;
-    	this.hyracksFrameSize = DEFAULT_HYRACKS_FRAME_SIZE;
+        this.pageSize = AccessMethodTestsConfig.BTREE_PAGE_SIZE;
+        this.numPages = AccessMethodTestsConfig.BTREE_NUM_PAGES;
+        this.maxOpenFiles = AccessMethodTestsConfig.BTREE_MAX_OPEN_FILES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.BTREE_HYRACKS_FRAME_SIZE;
     }
-    
+
     public BTreeTestHarness(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
-    	this.pageSize = pageSize;
-    	this.numPages = numPages;
-    	this.maxOpenFiles = maxOpenFiles;
-    	this.hyracksFrameSize = hyracksFrameSize;
+        this.pageSize = pageSize;
+        this.numPages = numPages;
+        this.maxOpenFiles = maxOpenFiles;
+        this.hyracksFrameSize = hyracksFrameSize;
     }
-    
+
     public void setUp() throws HyracksDataException {
         fileName = tmpDir + sep + simpleDateFormat.format(new Date());
         ctx = TestUtils.create(getHyracksFrameSize());
         TestStorageManagerComponentHolder.init(pageSize, numPages, maxOpenFiles);
         bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
-        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
-        FileReference file = new FileReference(new File(fileName));
-        bufferCache.createFile(file);
-        btreeFileId = fmp.lookupFileId(file);
-        bufferCache.openFile(btreeFileId);
+        fileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        file = new FileReference(new File(fileName));
         rnd.setSeed(RANDOM_SEED);
     }
-    
+
     public void tearDown() throws HyracksDataException {
-        bufferCache.closeFile(btreeFileId);
         bufferCache.close();
-        File f = new File(fileName);
-        f.deleteOnExit();
+        file.delete();
     }
-    
+
     public IHyracksTaskContext getHyracksTaskContext() {
-    	return ctx;
+        return ctx;
     }
-    
+
     public IBufferCache getBufferCache() {
-    	return bufferCache;
+        return bufferCache;
     }
-    
-    public int getBTreeFileId() {
-    	return btreeFileId;
+
+    public IFileMapProvider getFileMapProvider() {
+        return fileMapProvider;
     }
-    
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
     public String getFileName() {
         return fileName;
     }
-    
+
     public Random getRandom() {
-    	return rnd;
+        return rnd;
     }
-    
+
     public int getPageSize() {
         return pageSize;
     }
-    
+
     public int getNumPages() {
         return numPages;
     }
-    
+
     public int getHyracksFrameSize() {
         return hyracksFrameSize;
     }
-    
+
     public int getMaxOpenFiles() {
         return maxOpenFiles;
     }
-    
-    public IOperationCallback getOpCallback() {
-        return NoOpOperationCallback.INSTANCE;
-    }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/pom.xml
deleted file mode 100644
index 2cf6ce2..0000000
--- a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/pom.xml
+++ /dev/null
@@ -1,51 +0,0 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
-  <artifactId>hyracks-storage-am-invertedindex-test</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
-  <name>hyracks-storage-am-invertedindex-test</name>
-
-  <parent>
-    <groupId>edu.uci.ics.hyracks</groupId>
-    <artifactId>hyracks-tests</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-compiler-plugin</artifactId>
-        <version>2.0.2</version>
-        <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
-          <encoding>UTF-8</encoding>
-        </configuration>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-invertedindex</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-test-support</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>junit</groupId>
-  		<artifactId>junit</artifactId>
-  		<version>4.8.1</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>
-  </dependencies>
-</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexSearchTest.java
deleted file mode 100644
index e086af6..0000000
--- a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexSearchTest.java
+++ /dev/null
@@ -1,193 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.File;
-import java.util.ArrayList;
-import java.util.Random;
-
-import org.junit.After;
-import org.junit.Before;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
-import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
-import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeElementInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.ITokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.util.InvertedIndexUtils;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestUtils;
-
-public abstract class AbstractInvIndexSearchTest extends AbstractInvIndexTest {
-    protected final int PAGE_SIZE = 32768;
-    protected final int NUM_PAGES = 100;
-    protected final int MAX_OPEN_FILES = 10;
-    protected final int HYRACKS_FRAME_SIZE = 32768;
-    protected IHyracksTaskContext taskCtx = TestUtils.create(HYRACKS_FRAME_SIZE);
-
-    protected IBufferCache bufferCache;
-    protected IFileMapProvider fmp;
-
-    // --- BTREE ---
-
-    // create file refs
-    protected FileReference btreeFile = new FileReference(new File(btreeFileName));
-    protected int btreeFileId;
-
-    // declare token type traits
-    protected ITypeTraits[] tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS };
-    protected ITypeTraits[] btreeTypeTraits = InvertedIndexUtils.getBTreeTypeTraits(tokenTypeTraits);
-
-    // declare btree keys
-    protected int btreeKeyFieldCount = 1;
-    protected IBinaryComparatorFactory[] btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
-
-    // btree frame factories
-    protected TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(btreeTypeTraits);
-    protected ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
-    protected ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
-    protected ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
-
-    // btree frames
-    protected ITreeIndexFrame leafFrame = leafFrameFactory.createFrame();
-    protected ITreeIndexMetaDataFrame metaFrame = metaFrameFactory.createFrame();
-
-    protected IFreePageManager freePageManager;
-
-    protected BTree btree;
-
-    // --- INVERTED INDEX ---
-
-    protected FileReference invListsFile = new FileReference(new File(invListsFileName));
-    protected int invListsFileId;
-
-    protected int invListFields = 1;
-    protected ITypeTraits[] invListTypeTraits = new ITypeTraits[invListFields];
-
-    protected int invListKeys = 1;
-    protected IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[invListKeys];
-
-    protected InvertedIndex invIndex;
-
-    protected Random rnd = new Random();
-
-    protected ArrayTupleBuilder tb = new ArrayTupleBuilder(2);
-    protected ArrayTupleReference tuple = new ArrayTupleReference();
-
-    protected ISerializerDeserializer[] insertSerde = { UTF8StringSerializerDeserializer.INSTANCE,
-            IntegerSerializerDeserializer.INSTANCE };
-    protected RecordDescriptor insertRecDesc = new RecordDescriptor(insertSerde);
-
-    protected ArrayList<ArrayList<Integer>> checkInvLists = new ArrayList<ArrayList<Integer>>();
-
-    protected int maxId = 1000000;
-    protected int[] scanCountArray = new int[maxId];
-    protected ArrayList<Integer> expectedResults = new ArrayList<Integer>();
-
-    protected ISerializerDeserializer[] querySerde = { UTF8StringSerializerDeserializer.INSTANCE };
-    protected RecordDescriptor queryRecDesc = new RecordDescriptor(querySerde);
-
-    protected ArrayTupleBuilder queryTb = new ArrayTupleBuilder(querySerde.length);
-    protected ArrayTupleReference queryTuple = new ArrayTupleReference();
-
-    protected ITokenFactory tokenFactory;
-    protected IBinaryTokenizer tokenizer;
-
-    protected IIndexCursor resultCursor;
-
-    protected abstract void setTokenizer();
-    
-    /**
-     * Initialize members, generate data, and bulk load the inverted index.
-     */
-    @Before
-    public void start() throws Exception {
-        TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES);
-        bufferCache = TestStorageManagerComponentHolder.getBufferCache(taskCtx);
-        fmp = TestStorageManagerComponentHolder.getFileMapProvider(taskCtx);
-
-        // --- BTREE ---
-
-        bufferCache.createFile(btreeFile);
-        btreeFileId = fmp.lookupFileId(btreeFile);
-        bufferCache.openFile(btreeFileId);
-
-        btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
-
-        btree = new BTree(bufferCache, NoOpOperationCallback.INSTANCE, btreeTypeTraits.length, btreeCmpFactories,
-                freePageManager, interiorFrameFactory, leafFrameFactory);
-        btree.create(btreeFileId);
-        btree.open(btreeFileId);
-
-        // --- INVERTED INDEX ---
-
-        setTokenizer();
-        
-        bufferCache.createFile(invListsFile);
-        invListsFileId = fmp.lookupFileId(invListsFile);
-        bufferCache.openFile(invListsFileId);
-
-        invListTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
-        invListCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
-
-        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
-        invIndex = new InvertedIndex(bufferCache, btree, invListTypeTraits, invListCmpFactories, invListBuilder);
-        invIndex.open(invListsFileId);
-
-        rnd.setSeed(50);
-    }
-
-    @After
-    public void deinit() throws HyracksDataException {
-        AbstractInvIndexTest.tearDown();
-        btree.close();
-        invIndex.close();
-        bufferCache.closeFile(btreeFileId);
-        bufferCache.closeFile(invListsFileId);
-        bufferCache.close();
-    }
-}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexTest.java b/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexTest.java
deleted file mode 100644
index cc8ab15..0000000
--- a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexTest.java
+++ /dev/null
@@ -1,43 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-import java.util.logging.Logger;
-
-public abstract class AbstractInvIndexTest {
-
-	protected static final Logger LOGGER = Logger
-			.getLogger(AbstractInvIndexTest.class.getName());
-
-	protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat(
-			"ddMMyy-hhmmssSS");
-	protected final static String tmpDir = System.getProperty("java.io.tmpdir");
-	protected final static String sep = System.getProperty("file.separator");
-	protected final static String baseFileName = tmpDir + sep
-			+ simpleDateFormat.format(new Date());
-	protected final static String btreeFileName = baseFileName + "btree";
-	protected final static String invListsFileName = baseFileName + "invlists";
-
-	public static void tearDown() {
-		File btreeFile = new File(btreeFileName);
-		btreeFile.deleteOnExit();
-		File invListsFile = new File(invListsFileName);
-		invListsFile.deleteOnExit();
-	}
-}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/BulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/BulkLoadTest.java
deleted file mode 100644
index 9fdc1c4..0000000
--- a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/BulkLoadTest.java
+++ /dev/null
@@ -1,294 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.DataOutput;
-import java.io.File;
-import java.nio.ByteBuffer;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Random;
-
-import junit.framework.Assert;
-
-import org.junit.AfterClass;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
-import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
-import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
-import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManager;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeElementInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeElementInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-import edu.uci.ics.hyracks.storage.am.invertedindex.util.InvertedIndexUtils;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestUtils;
-
-public class BulkLoadTest extends AbstractInvIndexTest {
-
-    private static final int PAGE_SIZE = 32768;
-    private static final int NUM_PAGES = 100;
-    private static final int MAX_OPEN_FILES = 10;
-    private static final int HYRACKS_FRAME_SIZE = 32768;
-    private IHyracksTaskContext stageletCtx = TestUtils.create(HYRACKS_FRAME_SIZE);
-
-    /**
-     * This test generates a list of <word-token, id> pairs which are pre-sorted
-     * on the token. Those pairs for the input to an inverted-index bulk load.
-     * The contents of the inverted lists are verified against the generated
-     * data.
-     */
-    @Test
-    public void singleFieldPayloadTest() throws Exception {
-
-        TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES);
-        IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(stageletCtx);
-        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(stageletCtx);
-
-        // create file refs
-        FileReference btreeFile = new FileReference(new File(btreeFileName));
-        bufferCache.createFile(btreeFile);
-        int btreeFileId = fmp.lookupFileId(btreeFile);
-        bufferCache.openFile(btreeFileId);
-
-        FileReference invListsFile = new FileReference(new File(invListsFileName));
-        bufferCache.createFile(invListsFile);
-        int invListsFileId = fmp.lookupFileId(invListsFile);
-        bufferCache.openFile(invListsFileId);
-
-        // Declare token type traits, and compute BTree type traits.
-        ITypeTraits[] tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS };
-        ITypeTraits[] btreeTypeTraits = InvertedIndexUtils.getBTreeTypeTraits(tokenTypeTraits);
-
-        // declare btree keys
-        int keyFieldCount = 1;
-        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
-        cmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
-
-        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(btreeTypeTraits);
-        ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
-        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
-        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
-
-        ITreeIndexFrame leafFrame = leafFrameFactory.createFrame();
-
-        IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
-
-        BTree btree = new BTree(bufferCache, NoOpOperationCallback.INSTANCE, btreeTypeTraits.length, cmpFactories,
-                freePageManager, interiorFrameFactory, leafFrameFactory);
-        btree.create(btreeFileId);
-        btree.open(btreeFileId);
-
-        int invListFields = 1;
-        ITypeTraits[] invListTypeTraits = new ITypeTraits[invListFields];
-        invListTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
-
-        int invListKeys = 1;
-        IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[invListKeys];
-        invListCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
-
-        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
-        InvertedIndex invIndex = new InvertedIndex(bufferCache, btree, invListTypeTraits, invListCmpFactories, invListBuilder);
-        invIndex.open(invListsFileId);
-
-        Random rnd = new Random();
-        rnd.setSeed(50);
-
-        ByteBuffer frame = stageletCtx.allocateFrame();
-        FrameTupleAppender appender = new FrameTupleAppender(stageletCtx.getFrameSize());
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(2);
-        DataOutput dos = tb.getDataOutput();
-
-        ISerializerDeserializer[] insertSerde = { UTF8StringSerializerDeserializer.INSTANCE,
-                IntegerSerializerDeserializer.INSTANCE };
-        RecordDescriptor insertRecDesc = new RecordDescriptor(insertSerde);
-        IFrameTupleAccessor accessor = new FrameTupleAccessor(stageletCtx.getFrameSize(), insertRecDesc);
-        accessor.reset(frame);
-        FrameTupleReference tuple = new FrameTupleReference();
-
-        List<String> tokens = new ArrayList<String>();
-        tokens.add("compilers");
-        tokens.add("computer");
-        tokens.add("databases");
-        tokens.add("fast");
-        tokens.add("hyracks");
-        tokens.add("major");
-        tokens.add("science");
-        tokens.add("systems");
-        tokens.add("university");
-
-        ArrayList<ArrayList<Integer>> checkListElements = new ArrayList<ArrayList<Integer>>();
-        for (int i = 0; i < tokens.size(); i++) {
-            checkListElements.add(new ArrayList<Integer>());
-        }
-
-        int maxId = 1000000;
-        int addProb = 0;
-        int addProbStep = 10;
-
-        IIndexBulkLoadContext ctx = invIndex.beginBulkLoad(BTree.DEFAULT_FILL_FACTOR);
-
-        for (int i = 0; i < tokens.size(); i++) {
-
-            addProb += addProbStep * (i + 1);
-            for (int j = 0; j < maxId; j++) {
-                if ((Math.abs(rnd.nextInt()) % addProb) == 0) {
-
-                    tb.reset();
-                    UTF8StringSerializerDeserializer.INSTANCE.serialize(tokens.get(i), dos);
-                    tb.addFieldEndOffset();
-                    IntegerSerializerDeserializer.INSTANCE.serialize(j, dos);
-                    tb.addFieldEndOffset();
-
-                    checkListElements.get(i).add(j);
-
-                    appender.reset(frame, true);
-                    appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize());
-
-                    tuple.reset(accessor, 0);
-
-                    try {
-                        invIndex.bulkLoadAddTuple(tuple, ctx);
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                }
-            }
-        }
-        invIndex.endBulkLoad(ctx);
-
-        // ------- START VERIFICATION -----------
-
-        ITreeIndexCursor btreeCursor = new BTreeRangeSearchCursor((IBTreeLeafFrame) leafFrame, false);
-        FrameTupleReference searchKey = new FrameTupleReference();
-        MultiComparator btreeCmp = MultiComparator.create(cmpFactories);
-        RangePredicate btreePred = new RangePredicate(searchKey, searchKey, true, true, btreeCmp, btreeCmp);
-
-        IInvertedListCursor invListCursor = new FixedSizeElementInvertedListCursor(bufferCache, invListsFileId,
-                invListTypeTraits);
-
-        ISerializerDeserializer[] tokenSerde = { UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor tokenRecDesc = new RecordDescriptor(tokenSerde);
-        FrameTupleAppender tokenAppender = new FrameTupleAppender(stageletCtx.getFrameSize());
-        ArrayTupleBuilder tokenTupleBuilder = new ArrayTupleBuilder(1);
-        DataOutput tokenDos = tokenTupleBuilder.getDataOutput();
-        IFrameTupleAccessor tokenAccessor = new FrameTupleAccessor(stageletCtx.getFrameSize(), tokenRecDesc);
-        tokenAccessor.reset(frame);
-
-        ITreeIndexAccessor btreeAccessor = invIndex.getBTree().createAccessor();
-
-        // verify created inverted lists one-by-one
-        for (int i = 0; i < tokens.size(); i++) {
-
-            tokenTupleBuilder.reset();
-            UTF8StringSerializerDeserializer.INSTANCE.serialize(tokens.get(i), tokenDos);
-            tokenTupleBuilder.addFieldEndOffset();
-
-            tokenAppender.reset(frame, true);
-            tokenAppender.append(tokenTupleBuilder.getFieldEndOffsets(), tokenTupleBuilder.getByteArray(), 0,
-                    tokenTupleBuilder.getSize());
-
-            searchKey.reset(tokenAccessor, 0);
-
-            invIndex.openCursor(btreeCursor, btreePred, btreeAccessor, invListCursor);
-
-            invListCursor.pinPagesSync();
-            int checkIndex = 0;
-            while (invListCursor.hasNext()) {
-                invListCursor.next();
-                ITupleReference invListTuple = invListCursor.getTuple();
-                int invListElement = IntegerSerializerDeserializer.getInt(invListTuple.getFieldData(0),
-                        invListTuple.getFieldStart(0));
-                int checkInvListElement = checkListElements.get(i).get(checkIndex).intValue();
-                Assert.assertEquals(invListElement, checkInvListElement);
-                checkIndex++;
-            }
-            invListCursor.unpinPages();
-            Assert.assertEquals(checkIndex, checkListElements.get(i).size());
-        }
-
-        // check that non-existing tokens have an empty inverted list
-        List<String> nonExistingTokens = new ArrayList<String>();
-        nonExistingTokens.add("watermelon");
-        nonExistingTokens.add("avocado");
-        nonExistingTokens.add("lemon");
-
-        for (int i = 0; i < nonExistingTokens.size(); i++) {
-
-            tokenTupleBuilder.reset();
-            UTF8StringSerializerDeserializer.INSTANCE.serialize(nonExistingTokens.get(i), tokenDos);
-            tokenTupleBuilder.addFieldEndOffset();
-
-            tokenAppender.reset(frame, true);
-            tokenAppender.append(tokenTupleBuilder.getFieldEndOffsets(), tokenTupleBuilder.getByteArray(), 0,
-                    tokenTupleBuilder.getSize());
-
-            searchKey.reset(tokenAccessor, 0);
-
-            invIndex.openCursor(btreeCursor, btreePred, btreeAccessor, invListCursor);
-
-            invListCursor.pinPagesSync();
-            Assert.assertEquals(invListCursor.hasNext(), false);
-            invListCursor.unpinPages();
-        }
-
-        btree.close();
-        bufferCache.closeFile(btreeFileId);
-        bufferCache.closeFile(invListsFileId);
-        bufferCache.close();
-    }
-
-    @AfterClass
-    public static void deinit() {
-        AbstractInvIndexTest.tearDown();
-    }
-}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/FixedSizeFrameTupleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/FixedSizeFrameTupleTest.java
deleted file mode 100644
index 9c7ec09..0000000
--- a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/FixedSizeFrameTupleTest.java
+++ /dev/null
@@ -1,75 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.nio.ByteBuffer;
-import java.util.ArrayList;
-import java.util.Random;
-
-import junit.framework.Assert;
-
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeFrameTupleAccessor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeFrameTupleAppender;
-
-public class FixedSizeFrameTupleTest {
-
-    private static int FRAME_SIZE = 4096;
-
-    private Random rnd = new Random(50);
-
-    /**
-     * This test verifies the correct behavior of the FixedSizeFrameTuple class.
-     * Frames containing FixedSizeFrameTuple's require neither tuple slots nor
-     * field slots. The tests inserts generated data into a frame until the
-     * frame is full, and then verifies the frame's contents.
-     * 
-     */
-    @Test
-    public void singleFieldTest() throws Exception {
-        ByteBuffer buffer = ByteBuffer.allocate(FRAME_SIZE);
-
-        ITypeTraits[] fields = new ITypeTraits[1];
-        fields[0] = IntegerPointable.TYPE_TRAITS;
-
-        FixedSizeFrameTupleAppender ftapp = new FixedSizeFrameTupleAppender(FRAME_SIZE, fields);
-        FixedSizeFrameTupleAccessor ftacc = new FixedSizeFrameTupleAccessor(FRAME_SIZE, fields);
-
-        boolean frameHasSpace = true;
-
-        ArrayList<Integer> check = new ArrayList<Integer>();
-
-        ftapp.reset(buffer, true);
-        while (frameHasSpace) {
-            int val = rnd.nextInt();
-            frameHasSpace = ftapp.append(val);
-            if (frameHasSpace) {
-                check.add(val);
-                ftapp.incrementTupleCount(1);
-            }
-        }
-
-        ftacc.reset(buffer);
-        for (int i = 0; i < ftacc.getTupleCount(); i++) {
-            int val = IntegerSerializerDeserializer.getInt(ftacc.getBuffer().array(), ftacc.getTupleStartOffset(i));
-            Assert.assertEquals(check.get(i).intValue(), val);
-        }
-    }
-}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/NGramTokenizerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/NGramTokenizerTest.java
deleted file mode 100644
index 3fb6407..0000000
--- a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/NGramTokenizerTest.java
+++ /dev/null
@@ -1,237 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.ByteArrayInputStream;
-import java.io.ByteArrayOutputStream;
-import java.io.DataInput;
-import java.io.DataInputStream;
-import java.io.DataOutput;
-import java.io.DataOutputStream;
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.HashMap;
-
-import org.junit.Assert;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.AbstractUTF8Token;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.HashedUTF8NGramTokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.NGramUTF8StringBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8NGramTokenFactory;
-
-public class NGramTokenizerTest {
-
-    private char PRECHAR = '#';
-    private char POSTCHAR = '$';
-
-    private String str = "Jürgen S. Generic's Car";
-    private byte[] inputBuffer;
-
-    private int gramLength = 3;
-
-    private void getExpectedGrams(String s, int gramLength, ArrayList<String> grams, boolean prePost) {
-
-        String tmp = s.toLowerCase();
-        if (prePost) {
-            StringBuilder preBuilder = new StringBuilder();
-            for (int i = 0; i < gramLength - 1; i++) {
-                preBuilder.append(PRECHAR);
-            }
-            String pre = preBuilder.toString();
-
-            StringBuilder postBuilder = new StringBuilder();
-            for (int i = 0; i < gramLength - 1; i++) {
-                postBuilder.append(POSTCHAR);
-            }
-            String post = postBuilder.toString();
-
-            tmp = pre + s.toLowerCase() + post;
-        }
-
-        for (int i = 0; i < tmp.length() - gramLength + 1; i++) {
-            String gram = tmp.substring(i, i + gramLength);
-            grams.add(gram);
-        }
-    }
-
-    @Before
-    public void init() throws Exception {
-        // serialize string into bytes
-        ByteArrayOutputStream baos = new ByteArrayOutputStream();
-        DataOutput dos = new DataOutputStream(baos);
-        dos.writeUTF(str);
-        inputBuffer = baos.toByteArray();
-    }
-
-    void runTestNGramTokenizerWithCountedHashedUTF8Tokens(boolean prePost) throws IOException {
-        HashedUTF8NGramTokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
-        NGramUTF8StringBinaryTokenizer tokenizer = new NGramUTF8StringBinaryTokenizer(gramLength, prePost, false,
-                false, tokenFactory);
-        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
-
-        ArrayList<String> expectedGrams = new ArrayList<String>();
-        getExpectedGrams(str, gramLength, expectedGrams, prePost);
-        ArrayList<Integer> expectedHashedGrams = new ArrayList<Integer>();
-        HashMap<String, Integer> gramCounts = new HashMap<String, Integer>();
-        for (String s : expectedGrams) {
-            Integer count = gramCounts.get(s);
-            if (count == null) {
-                count = 1;
-                gramCounts.put(s, count);
-            } else {
-                count++;
-            }
-
-            int hash = tokenHash(s, count);
-            expectedHashedGrams.add(hash);
-        }
-
-        int tokenCount = 0;
-
-        while (tokenizer.hasNext()) {
-            tokenizer.next();
-
-            // serialize hashed token
-            GrowableArray tokenStorage = new GrowableArray();
-
-            IToken token = tokenizer.getToken();
-            token.serializeToken(tokenStorage);
-
-            // deserialize token
-            ByteArrayInputStream bais = new ByteArrayInputStream(tokenStorage.getByteArray());
-            DataInput in = new DataInputStream(bais);
-
-            Integer hashedGram = in.readInt();
-
-            // System.out.println(hashedGram);
-
-            Assert.assertEquals(expectedHashedGrams.get(tokenCount), hashedGram);
-
-            tokenCount++;
-        }
-        // System.out.println("---------");
-    }
-
-    void runTestNGramTokenizerWithHashedUTF8Tokens(boolean prePost) throws IOException {
-        HashedUTF8NGramTokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
-        NGramUTF8StringBinaryTokenizer tokenizer = new NGramUTF8StringBinaryTokenizer(gramLength, prePost, true, false,
-                tokenFactory);
-        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
-
-        ArrayList<String> expectedGrams = new ArrayList<String>();
-        getExpectedGrams(str, gramLength, expectedGrams, prePost);
-        ArrayList<Integer> expectedHashedGrams = new ArrayList<Integer>();
-        for (String s : expectedGrams) {
-            int hash = tokenHash(s, 1);
-            expectedHashedGrams.add(hash);
-        }
-
-        int tokenCount = 0;
-
-        while (tokenizer.hasNext()) {
-            tokenizer.next();
-
-            // serialize hashed token
-            GrowableArray tokenStorage = new GrowableArray();
-
-            IToken token = tokenizer.getToken();
-            token.serializeToken(tokenStorage);
-
-            // deserialize token
-            ByteArrayInputStream bais = new ByteArrayInputStream(tokenStorage.getByteArray());
-            DataInput in = new DataInputStream(bais);
-
-            Integer hashedGram = in.readInt();
-
-            // System.out.println(hashedGram);
-
-            Assert.assertEquals(expectedHashedGrams.get(tokenCount), hashedGram);
-
-            tokenCount++;
-        }
-        // System.out.println("---------");
-    }
-
-    void runTestNGramTokenizerWithUTF8Tokens(boolean prePost) throws IOException {
-        UTF8NGramTokenFactory tokenFactory = new UTF8NGramTokenFactory();
-        NGramUTF8StringBinaryTokenizer tokenizer = new NGramUTF8StringBinaryTokenizer(gramLength, prePost, true, false,
-                tokenFactory);
-        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
-
-        ArrayList<String> expectedGrams = new ArrayList<String>();
-        getExpectedGrams(str, gramLength, expectedGrams, prePost);
-
-        int tokenCount = 0;
-
-        while (tokenizer.hasNext()) {
-            tokenizer.next();
-
-            // serialize hashed token
-            GrowableArray tokenStorage = new GrowableArray();
-
-            IToken token = tokenizer.getToken();
-            token.serializeToken(tokenStorage);
-
-            // deserialize token
-            ByteArrayInputStream bais = new ByteArrayInputStream(tokenStorage.getByteArray());
-            DataInput in = new DataInputStream(bais);
-
-            String strGram = in.readUTF();
-
-            // System.out.println("\"" + strGram + "\"");
-
-            Assert.assertEquals(expectedGrams.get(tokenCount), strGram);
-
-            tokenCount++;
-        }
-        // System.out.println("---------");
-    }
-
-    @Test
-    public void testNGramTokenizerWithCountedHashedUTF8Tokens() throws Exception {
-        runTestNGramTokenizerWithCountedHashedUTF8Tokens(false);
-        runTestNGramTokenizerWithCountedHashedUTF8Tokens(true);
-    }
-
-    @Test
-    public void testNGramTokenizerWithHashedUTF8Tokens() throws Exception {
-        runTestNGramTokenizerWithHashedUTF8Tokens(false);
-        runTestNGramTokenizerWithHashedUTF8Tokens(true);
-    }
-
-    @Test
-    public void testNGramTokenizerWithUTF8Tokens() throws IOException {
-        runTestNGramTokenizerWithUTF8Tokens(false);
-        runTestNGramTokenizerWithUTF8Tokens(true);
-    }
-
-    public int tokenHash(String token, int tokenCount) {
-        int h = AbstractUTF8Token.GOLDEN_RATIO_32;
-        for (int i = 0; i < token.length(); i++) {
-            h ^= token.charAt(i);
-            h *= AbstractUTF8Token.GOLDEN_RATIO_32;
-        }
-        return h + tokenCount;
-    }
-}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchPerfTest.java b/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchPerfTest.java
deleted file mode 100644
index 33bf0c5..0000000
--- a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchPerfTest.java
+++ /dev/null
@@ -1,303 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.util.ArrayList;
-import java.util.List;
-import java.util.logging.Level;
-
-import org.junit.Assert;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
-import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex.InvertedIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchPredicate;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.OccurrenceThresholdPanicException;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.TOccurrenceSearcher;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.ConjunctiveSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.JaccardSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
-
-/**
- * The purpose of this test is to evaluate the performance of searches against
- * an inverted index. First, we generate random <token, id> pairs sorted on
- * token, which are bulk loaded into an inverted index. Next, we build random
- * queries from a list of predefined tokens in the index, and measure the
- * performance of executing them with different search modifiers. We test the
- * ConjunctiveSearchModifier and the JaccardSearchModifier.
- * 
- */
-public class SearchPerfTest extends AbstractInvIndexSearchTest {
-
-	protected List<String> tokens = new ArrayList<String>();
-
-	@Override
-	protected void setTokenizer() {
-		tokenFactory = new UTF8WordTokenFactory();
-		tokenizer = new DelimitedUTF8StringBinaryTokenizer(true, false,
-				tokenFactory);
-	}
-	
-	@Before
-	public void start() throws Exception {
-		super.start();
-		loadData();
-	}
-
-	public void loadData() throws HyracksDataException, TreeIndexException {
-		tokens.add("compilers");
-		tokens.add("computer");
-		tokens.add("databases");
-		tokens.add("fast");
-		tokens.add("hyracks");
-		tokens.add("major");
-		tokens.add("science");
-		tokens.add("systems");
-		tokens.add("university");
-
-		for (int i = 0; i < tokens.size(); i++) {
-			checkInvLists.add(new ArrayList<Integer>());
-		}
-
-		// for generating length-skewed inverted lists
-		int addProb = 0;
-		int addProbStep = 10;
-
-		IIndexBulkLoadContext ctx = invIndex.beginBulkLoad(BTree.DEFAULT_FILL_FACTOR);
-
-		for (int i = 0; i < tokens.size(); i++) {
-
-			addProb += addProbStep * (i + 1);
-			for (int j = 0; j < maxId; j++) {
-				if ((Math.abs(rnd.nextInt()) % addProb) == 0) {
-					tb.reset();
-					UTF8StringSerializerDeserializer.INSTANCE.serialize(
-							tokens.get(i), tb.getDataOutput());
-					tb.addFieldEndOffset();
-					IntegerSerializerDeserializer.INSTANCE.serialize(j, tb.getDataOutput());
-					tb.addFieldEndOffset();
-					tuple.reset(tb.getFieldEndOffsets(), tb.getByteArray());
-					checkInvLists.get(i).add(j);
-					try {
-						invIndex.bulkLoadAddTuple(tuple, ctx);
-					} catch (Exception e) {
-						e.printStackTrace();
-					}
-				}
-			}
-		}
-		invIndex.endBulkLoad(ctx);
-	}
-
-	/**
-	 * Determine the expected results with the ScanCount algorithm. The
-	 * ScanCount algorithm is very simple, so we can be confident the results
-	 * are correct.
-	 * 
-	 */
-	protected void fillExpectedResults(int[] queryTokenIndexes,
-			int numQueryTokens, int occurrenceThreshold) {
-		// reset scan count array
-		for (int i = 0; i < maxId; i++) {
-			scanCountArray[i] = 0;
-		}
-
-		// count occurrences
-		for (int i = 0; i < numQueryTokens; i++) {
-			ArrayList<Integer> list = checkInvLists.get(queryTokenIndexes[i]);
-			for (int j = 0; j < list.size(); j++) {
-				scanCountArray[list.get(j)]++;
-			}
-		}
-
-		// check threshold
-		expectedResults.clear();
-		for (int i = 0; i < maxId; i++) {
-			if (scanCountArray[i] >= occurrenceThreshold) {
-				expectedResults.add(i);
-			}
-		}
-	}
-
-	/**
-	 * Generates a specified number of queries. Each query consists of a set of
-	 * randomly chosen tokens that are picked from the pre-defined set of
-	 * tokens. We run each query, measure it's time, and verify it's results
-	 * against the results produced by ScanCount, implemented in
-	 * fillExpectedResults().
-	 * 
-	 */
-	private void runQueries(IInvertedIndexSearchModifier searchModifier,
-			int numQueries) throws Exception {
-
-		rnd.setSeed(50);
-
-		InvertedIndexAccessor accessor = (InvertedIndexAccessor) invIndex.createAccessor();
-		InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizer, searchModifier);
-		
-		// generate random queries
-		int[] queryTokenIndexes = new int[tokens.size()];
-		for (int i = 0; i < numQueries; i++) {
-
-			int numQueryTokens = Math.abs(rnd.nextInt() % tokens.size()) + 1;
-			for (int j = 0; j < numQueryTokens; j++) {
-				queryTokenIndexes[j] = Math.abs(rnd.nextInt() % tokens.size());
-			}
-
-			StringBuilder strBuilder = new StringBuilder();
-			for (int j = 0; j < numQueryTokens; j++) {
-				strBuilder.append(tokens.get(queryTokenIndexes[j]));
-				if (j + 1 != numQueryTokens) {
-					strBuilder.append(" ");
-				}
-			}
-
-			String queryString = strBuilder.toString();
-
-			// Serialize query.
-			queryTb.reset();
-			UTF8StringSerializerDeserializer.INSTANCE.serialize(queryString,
-					queryTb.getDataOutput());
-			queryTb.addFieldEndOffset();
-			queryTuple.reset(queryTb.getFieldEndOffsets(), queryTb.getByteArray());
-
-			// Set query tuple in search predicate.
-			searchPred.setQueryTuple(queryTuple);
-			searchPred.setQueryFieldIndex(0);
-			
-			boolean panic = false;
-
-			resultCursor = accessor.createSearchCursor();
-			int repeats = 1;
-			double totalTime = 0;
-			for (int j = 0; j < repeats; j++) {
-				long timeStart = System.currentTimeMillis();
-				try {
-					resultCursor.reset();
-					accessor.search(resultCursor, searchPred);
-				} catch (OccurrenceThresholdPanicException e) {
-					panic = true;
-				}
-				long timeEnd = System.currentTimeMillis();
-				totalTime += timeEnd - timeStart;
-			}
-			double avgTime = totalTime / (double) repeats;
-			if (LOGGER.isLoggable(Level.INFO)) {
-				LOGGER.info(i + ": " + "\"" + queryString + "\": " + avgTime
-						+ "ms");
-			}
-
-			if (!panic) {
-				TOccurrenceSearcher searcher = (TOccurrenceSearcher) accessor.getSearcher();
-				fillExpectedResults(queryTokenIndexes, numQueryTokens,
-						searcher.getOccurrenceThreshold());
-				// verify results
-				int checkIndex = 0;
-				while (resultCursor.hasNext()) {
-					resultCursor.next();
-					ITupleReference resultTuple = resultCursor.getTuple();
-					int id = IntegerSerializerDeserializer.getInt(
-							resultTuple.getFieldData(0),
-							resultTuple.getFieldStart(0));
-					Assert.assertEquals(expectedResults.get(checkIndex)
-							.intValue(), id);
-					checkIndex++;
-				}
-
-				if (expectedResults.size() != checkIndex) {
-					if (LOGGER.isLoggable(Level.INFO)) {
-						LOGGER.info("CHECKING");
-					}
-					StringBuilder expectedStrBuilder = new StringBuilder();
-					for (Integer x : expectedResults) {
-						expectedStrBuilder.append(x + " ");
-					}
-					if (LOGGER.isLoggable(Level.INFO)) {
-						LOGGER.info(expectedStrBuilder.toString());
-					}
-				}
-
-				Assert.assertEquals(expectedResults.size(), checkIndex);
-			}
-		}
-	}
-
-	/**
-	 * Runs 50 random conjunctive search queries to test the
-	 * ConjunctiveSearchModifier.
-	 * 
-	 */
-	@Test
-	public void conjunctiveKeywordQueryTest() throws Exception {
-		IInvertedIndexSearchModifier searchModifier = new ConjunctiveSearchModifier();
-		runQueries(searchModifier, 50);
-	}
-
-	/**
-	 * Runs 50 random jaccard-based search queries with thresholds 1.0, 0.9,
-	 * 0.8, 0.7, 0.6, 0.5. Tests the JaccardSearchModifier.
-	 * 
-	 */
-	@Test
-	public void jaccardKeywordQueryTest() throws Exception {
-		JaccardSearchModifier searchModifier = new JaccardSearchModifier(1.0f);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("JACCARD: " + 1.0f);
-		}
-		searchModifier.setJaccThresh(1.0f);
-		runQueries(searchModifier, 50);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("JACCARD: " + 0.9f);
-		}
-		searchModifier.setJaccThresh(0.9f);
-		runQueries(searchModifier, 50);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("JACCARD: " + 0.8f);
-		}
-		searchModifier.setJaccThresh(0.8f);
-		runQueries(searchModifier, 50);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("JACCARD: " + 0.7f);
-		}
-		searchModifier.setJaccThresh(0.7f);
-		runQueries(searchModifier, 50);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("JACCARD: " + 0.6f);
-		}
-		searchModifier.setJaccThresh(0.6f);
-		runQueries(searchModifier, 50);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("JACCARD: " + 0.5f);
-		}
-		searchModifier.setJaccThresh(0.5f);
-		runQueries(searchModifier, 50);
-	}
-}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchTest.java
deleted file mode 100644
index 47a068b..0000000
--- a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchTest.java
+++ /dev/null
@@ -1,308 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.DataOutputStream;
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.List;
-import java.util.logging.Level;
-
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.data.std.util.ByteArrayAccessibleOutputStream;
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
-import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex.InvertedIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchPredicate;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.OccurrenceThresholdPanicException;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.ConjunctiveSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.EditDistanceSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.JaccardSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.NGramUTF8StringBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8NGramTokenFactory;
-
-public class SearchTest extends AbstractInvIndexSearchTest {
-
-	protected List<String> dataStrings = new ArrayList<String>();
-	protected List<String> firstNames = new ArrayList<String>();
-	protected List<String> lastNames = new ArrayList<String>();
-
-	protected IBinaryComparator[] btreeBinCmps;
-	
-	@Override
-	protected void setTokenizer() {
-		tokenFactory = new UTF8NGramTokenFactory();
-		tokenizer = new NGramUTF8StringBinaryTokenizer(3, false, true, false,
-				tokenFactory);
-	}
-	
-	@Before
-	public void start() throws Exception {
-		super.start();
-		btreeBinCmps = new IBinaryComparator[btreeCmpFactories.length];
-		for (int i = 0; i < btreeCmpFactories.length; i++) {
-			btreeBinCmps[i] = btreeCmpFactories[i].createBinaryComparator();
-		}
-		generateDataStrings();
-		loadData();
-	}
-
-	public void generateDataStrings() {
-		firstNames.add("Kathrin");
-		firstNames.add("Cathrin");
-		firstNames.add("Kathryn");
-		firstNames.add("Cathryn");
-		firstNames.add("Kathrine");
-		firstNames.add("Cathrine");
-		firstNames.add("Kathryne");
-		firstNames.add("Cathryne");
-		firstNames.add("Katherin");
-		firstNames.add("Catherin");
-		firstNames.add("Katheryn");
-		firstNames.add("Catheryn");
-		firstNames.add("Katherine");
-		firstNames.add("Catherine");
-		firstNames.add("Katheryne");
-		firstNames.add("Catheryne");
-		firstNames.add("John");
-		firstNames.add("Jack");
-		firstNames.add("Jonathan");
-		firstNames.add("Nathan");
-
-		lastNames.add("Miller");
-		lastNames.add("Myller");
-		lastNames.add("Keller");
-		lastNames.add("Ketler");
-		lastNames.add("Muller");
-		lastNames.add("Fuller");
-		lastNames.add("Smith");
-		lastNames.add("Smyth");
-		lastNames.add("Smithe");
-		lastNames.add("Smythe");
-
-		// Generate all 'firstName lastName' combinations as data strings
-		for (String f : firstNames) {
-			for (String l : lastNames) {
-				dataStrings.add(f + " " + l);
-			}
-		}
-	}
-
-	private class TokenIdPair implements Comparable<TokenIdPair> {
-	    public final GrowableArray tokenStorage = new GrowableArray();
-		public int id;
-
-		TokenIdPair(IToken token, int id) throws IOException {
-			token.serializeToken(tokenStorage);
-			this.id = id;
-		}
-
-		@Override
-		public int compareTo(TokenIdPair o) {
-			int cmp = btreeBinCmps[0].compare(tokenStorage.getByteArray(), 0,
-			        tokenStorage.getByteArray().length, o.tokenStorage.getByteArray(), 0,
-					o.tokenStorage.getByteArray().length);
-			if (cmp == 0) {
-				return id - o.id;
-			} else {
-				return cmp;
-			}
-		}
-	}
-
-	public void loadData() throws IOException, TreeIndexException {
-		List<TokenIdPair> pairs = new ArrayList<TokenIdPair>();
-		// generate pairs for subsequent sorting and bulk-loading
-		int id = 0;
-		for (String s : dataStrings) {
-			ByteArrayAccessibleOutputStream baaos = new ByteArrayAccessibleOutputStream();
-			DataOutputStream dos = new DataOutputStream(baaos);
-			UTF8StringSerializerDeserializer.INSTANCE.serialize(s, dos);
-			tokenizer.reset(baaos.getByteArray(), 0, baaos.size());
-			while (tokenizer.hasNext()) {
-				tokenizer.next();
-				IToken token = tokenizer.getToken();
-				pairs.add(new TokenIdPair(token, id));
-			}
-			++id;
-		}
-		Collections.sort(pairs);
-
-		// bulk load index
-		IIndexBulkLoadContext ctx = invIndex.beginBulkLoad(BTree.DEFAULT_FILL_FACTOR);
-
-		for (TokenIdPair t : pairs) {
-			tb.reset();
-			tb.addField(t.tokenStorage.getByteArray(), 0,
-					t.tokenStorage.getByteArray().length);
-			IntegerSerializerDeserializer.INSTANCE.serialize(t.id, tb.getDataOutput());
-			tb.addFieldEndOffset();
-			tuple.reset(tb.getFieldEndOffsets(), tb.getByteArray());
-
-			try {
-				invIndex.bulkLoadAddTuple(tuple, ctx);
-			} catch (Exception e) {
-				e.printStackTrace();
-			}
-		}
-		invIndex.endBulkLoad(ctx);
-	}
-
-	/**
-	 * Runs a specified number of randomly picked strings from dataStrings as
-	 * queries. We run each query, measure it's time, and print it's results.
-	 * 
-	 */
-	private void runQueries(IInvertedIndexSearchModifier searchModifier,
-			int numQueries) throws Exception {
-
-		rnd.setSeed(50);
-
-		InvertedIndexAccessor accessor = (InvertedIndexAccessor) invIndex.createAccessor();
-		InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizer, searchModifier);
-		
-		for (int i = 0; i < numQueries; i++) {
-
-			int queryIndex = Math.abs(rnd.nextInt() % dataStrings.size());
-			String queryString = dataStrings.get(queryIndex);
-
-			// Serialize query.
-			queryTb.reset();
-			UTF8StringSerializerDeserializer.INSTANCE.serialize(queryString,
-					queryTb.getDataOutput());
-			queryTb.addFieldEndOffset();
-			queryTuple.reset(queryTb.getFieldEndOffsets(), queryTb.getByteArray());
-
-			// Set query tuple in search predicate.
-			searchPred.setQueryTuple(queryTuple);
-			searchPred.setQueryFieldIndex(0);
-			
-			resultCursor = accessor.createSearchCursor();
-			
-			int repeats = 1;
-			double totalTime = 0;
-			for (int j = 0; j < repeats; j++) {
-				long timeStart = System.currentTimeMillis();
-				try {
-					resultCursor.reset();
-					accessor.search(resultCursor, searchPred);
-				} catch (OccurrenceThresholdPanicException e) {
-					// ignore panic queries
-				}
-				long timeEnd = System.currentTimeMillis();
-				totalTime += timeEnd - timeStart;
-			}
-			double avgTime = totalTime / (double) repeats;
-			StringBuilder strBuilder = new StringBuilder();
-			strBuilder.append(i + ": " + "\"" + queryString + "\": " + avgTime
-					+ "ms" + "\n");
-			strBuilder.append("CANDIDATE RESULTS:\n");
-			while (resultCursor.hasNext()) {
-				resultCursor.next();
-				ITupleReference resultTuple = resultCursor.getTuple();
-				int id = IntegerSerializerDeserializer.getInt(
-						resultTuple.getFieldData(0),
-						resultTuple.getFieldStart(0));
-				strBuilder.append(id + " " + dataStrings.get(id));
-				strBuilder.append('\n');
-			}
-			// remove trailing newline
-			strBuilder.deleteCharAt(strBuilder.length() - 1);
-			if (LOGGER.isLoggable(Level.INFO)) {
-				LOGGER.info(strBuilder.toString());
-			}
-		}
-	}
-
-	/**
-	 * Runs 5 random conjunctive search queries to test the
-	 * ConjunctiveSearchModifier.
-	 * 
-	 */
-	@Test
-	public void conjunctiveQueryTest() throws Exception {
-		IInvertedIndexSearchModifier searchModifier = new ConjunctiveSearchModifier();
-		runQueries(searchModifier, 5);
-	}
-
-	/**
-	 * Runs 5 random jaccard-based search queries with thresholds 0.9, 0.8, 0.7.
-	 * Tests the JaccardSearchModifier.
-	 * 
-	 */
-	@Test
-	public void jaccardQueryTest() throws Exception {
-		JaccardSearchModifier searchModifier = new JaccardSearchModifier(1.0f);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("JACCARD: " + 0.9f);
-		}
-		searchModifier.setJaccThresh(0.9f);
-		runQueries(searchModifier, 5);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("JACCARD: " + 0.8f);
-		}
-		searchModifier.setJaccThresh(0.8f);
-		runQueries(searchModifier, 5);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("JACCARD: " + 0.7f);
-		}
-		searchModifier.setJaccThresh(0.7f);
-		runQueries(searchModifier, 5);
-	}
-
-	/**
-	 * Runs 5 random edit-distance based search queries with thresholds 1, 2, 3.
-	 * Tests the EditDistanceSearchModifier.
-	 * 
-	 */
-	@Test
-	public void editDistanceQueryTest() throws Exception {
-		EditDistanceSearchModifier searchModifier = new EditDistanceSearchModifier(
-				3, 0);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("EDIT DISTANCE: " + 1);
-		}
-		searchModifier.setEdThresh(1);
-		runQueries(searchModifier, 5);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("EDIT DISTANCE: " + 2);
-		}
-		searchModifier.setEdThresh(2);
-		runQueries(searchModifier, 5);
-
-		if (LOGGER.isLoggable(Level.INFO)) {
-			LOGGER.info("EDIT DISTANCE: " + 3);
-		}
-		searchModifier.setEdThresh(3);
-		runQueries(searchModifier, 5);
-	}
-}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/WordTokenizerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/WordTokenizerTest.java
deleted file mode 100644
index 810c5f5..0000000
--- a/hyracks/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/WordTokenizerTest.java
+++ /dev/null
@@ -1,219 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.ByteArrayInputStream;
-import java.io.ByteArrayOutputStream;
-import java.io.DataInput;
-import java.io.DataInputStream;
-import java.io.DataOutput;
-import java.io.DataOutputStream;
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.HashMap;
-
-import junit.framework.Assert;
-
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.data.std.util.GrowableArray;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.AbstractUTF8Token;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.HashedUTF8WordTokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
-
-public class WordTokenizerTest {
-
-    private String text = "Hello World, I would like to inform you of the importance of Foo Bar. Yes, Foo Bar. Jürgen.";
-    private byte[] inputBuffer;
-
-    private ArrayList<String> expectedUTF8Tokens = new ArrayList<String>();
-    private ArrayList<Integer> expectedHashedUTF8Tokens = new ArrayList<Integer>();
-    private ArrayList<Integer> expectedCountedHashedUTF8Tokens = new ArrayList<Integer>();
-
-    private boolean isSeparator(char c) {
-        return !(Character.isLetterOrDigit(c) || Character.getType(c) == Character.OTHER_LETTER || Character.getType(c) == Character.OTHER_NUMBER);
-    }
-    
-    private void tokenize(String text, ArrayList<String> tokens) {
-    	String lowerCaseText = text.toLowerCase();
-    	int startIx = 0;
-    	
-    	// Skip separators at beginning of string.
-    	while(isSeparator(lowerCaseText.charAt(startIx))) {
-    		startIx++;
-    	}
-    	while(startIx < lowerCaseText.length()) {
-    		while(startIx < lowerCaseText.length() && isSeparator(lowerCaseText.charAt(startIx))) {
-        	    startIx++;
-        	}
-    		int tokenStart = startIx;
-    		
-    		while(startIx < lowerCaseText.length() && !isSeparator(lowerCaseText.charAt(startIx))) {
-        	    startIx++;
-        	}
-    		int tokenEnd = startIx;
-    		
-    		// Emit token.
-    		String token = lowerCaseText.substring(tokenStart, tokenEnd);
-    		
-    		tokens.add(token);
-    	}
-    }
-    
-    @Before
-    public void init() throws IOException {
-        // serialize text into bytes
-        ByteArrayOutputStream baos = new ByteArrayOutputStream();
-        DataOutput dos = new DataOutputStream(baos);
-        dos.writeUTF(text);
-        inputBuffer = baos.toByteArray();
-        
-        // init expected string tokens
-        tokenize(text, expectedUTF8Tokens);
-        
-        // hashed tokens ignoring token count
-        for (int i = 0; i < expectedUTF8Tokens.size(); i++) {
-            int hash = tokenHash(expectedUTF8Tokens.get(i), 1);
-            expectedHashedUTF8Tokens.add(hash);
-        }
-
-        // hashed tokens using token count
-        HashMap<String, Integer> tokenCounts = new HashMap<String, Integer>();
-        for (int i = 0; i < expectedUTF8Tokens.size(); i++) {
-            Integer count = tokenCounts.get(expectedUTF8Tokens.get(i));
-            if (count == null) {
-                count = 1;
-                tokenCounts.put(expectedUTF8Tokens.get(i), count);
-            } else {
-                count++;
-            }
-
-            int hash = tokenHash(expectedUTF8Tokens.get(i), count);
-            expectedCountedHashedUTF8Tokens.add(hash);
-        }
-    }
-
-    @Test
-    public void testWordTokenizerWithCountedHashedUTF8Tokens() throws IOException {
-
-        HashedUTF8WordTokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
-        DelimitedUTF8StringBinaryTokenizer tokenizer = new DelimitedUTF8StringBinaryTokenizer(false, false,
-                tokenFactory);
-
-        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
-
-        int tokenCount = 0;
-
-        while (tokenizer.hasNext()) {
-            tokenizer.next();
-
-            // serialize token
-            GrowableArray tokenStorage = new GrowableArray();
-
-            IToken token = tokenizer.getToken();
-            token.serializeToken(tokenStorage);
-
-            // deserialize token
-            ByteArrayInputStream bais = new ByteArrayInputStream(tokenStorage.getByteArray());
-            DataInput in = new DataInputStream(bais);
-
-            Integer hashedToken = in.readInt();
-
-            Assert.assertEquals(hashedToken, expectedCountedHashedUTF8Tokens.get(tokenCount));
-
-            tokenCount++;
-        }
-    }
-
-    @Test
-    public void testWordTokenizerWithHashedUTF8Tokens() throws IOException {
-
-        HashedUTF8WordTokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
-        DelimitedUTF8StringBinaryTokenizer tokenizer = new DelimitedUTF8StringBinaryTokenizer(true, false, tokenFactory);
-
-        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
-
-        int tokenCount = 0;
-
-        while (tokenizer.hasNext()) {
-            tokenizer.next();
-
-            // serialize token
-            GrowableArray tokenStorage = new GrowableArray();
-
-            IToken token = tokenizer.getToken();
-            token.serializeToken(tokenStorage);
-
-            // deserialize token
-            ByteArrayInputStream bais = new ByteArrayInputStream(tokenStorage.getByteArray());
-            DataInput in = new DataInputStream(bais);
-
-            Integer hashedToken = in.readInt();
-
-            Assert.assertEquals(expectedHashedUTF8Tokens.get(tokenCount), hashedToken);
-
-            tokenCount++;
-        }
-    }
-
-    @Test
-    public void testWordTokenizerWithUTF8Tokens() throws IOException {
-
-        UTF8WordTokenFactory tokenFactory = new UTF8WordTokenFactory();
-        DelimitedUTF8StringBinaryTokenizer tokenizer = new DelimitedUTF8StringBinaryTokenizer(true, false, tokenFactory);
-
-        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
-
-        int tokenCount = 0;
-
-        while (tokenizer.hasNext()) {
-            tokenizer.next();
-
-            // serialize hashed token
-            GrowableArray tokenStorage = new GrowableArray();
-
-            IToken token = tokenizer.getToken();
-            token.serializeToken(tokenStorage);
-
-            // deserialize token
-            ByteArrayInputStream bais = new ByteArrayInputStream(tokenStorage.getByteArray());
-            DataInput in = new DataInputStream(bais);
-
-            String strToken = in.readUTF();
-
-            Assert.assertEquals(expectedUTF8Tokens.get(tokenCount), strToken);
-
-            tokenCount++;
-        }
-    }
-
-    // JAQL Hash
-    public int tokenHash(String token, int tokenCount) {
-        int h = AbstractUTF8Token.GOLDEN_RATIO_32;
-        for (int i = 0; i < token.length(); i++) {
-        	h ^= token.charAt(i);
-            h *= AbstractUTF8Token.GOLDEN_RATIO_32;
-        }
-        return h + tokenCount;
-    }
-}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml
new file mode 100644
index 0000000..501e450
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml
@@ -0,0 +1,45 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-btree-test</artifactId>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>  	
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-btree</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  	
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-common</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeBulkLoadTest.java
new file mode 100644
index 0000000..4bd1910
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeBulkLoadTest.java
@@ -0,0 +1,65 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexBulkLoadTest;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeBulkLoadTest extends OrderedIndexBulkLoadTest {
+
+    public LSMBTreeBulkLoadTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST, 1);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, numKeys, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeDeleteTest.java
new file mode 100644
index 0000000..069faad
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeDeleteTest.java
@@ -0,0 +1,65 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexDeleteTest;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeDeleteTest extends OrderedIndexDeleteTest {
+
+    public LSMBTreeDeleteTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, numKeys, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java
new file mode 100644
index 0000000..539ed3e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java
@@ -0,0 +1,54 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexExamplesTest;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+
+public class LSMBTreeExamplesTest extends OrderedIndexExamplesTest {
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields) throws TreeIndexException {
+        return LSMBTreeUtils.createLSMTree(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), typeTraits, cmpFactories, bloomFilterKeyFields,
+                harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeInsertTest.java
new file mode 100644
index 0000000..f17e3c8
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeInsertTest.java
@@ -0,0 +1,65 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexInsertTest;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeInsertTest extends OrderedIndexInsertTest {
+
+    public LSMBTreeInsertTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, numKeys, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java
new file mode 100644
index 0000000..24d1f10
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java
@@ -0,0 +1,75 @@
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestUtils;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+public class LSMBTreeLifecycleTest extends AbstractIndexLifecycleTest {
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+    private final TreeIndexTestUtils titu = new OrderedIndexTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+
+    @Override
+    protected boolean persistentStateExists() throws Exception {
+        // make sure all of the directories exist
+        for (IODeviceHandle handle : harness.getIOManager().getIODevices()) {
+            if (!new FileReference(handle, harness.getFileReference().getFile().getPath()).getFile().exists()) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws Exception {
+        return ((LSMBTree) index).isEmptyIndex();
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = LSMBTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, fieldSerdes.length, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        index.deactivate();
+        index.destroy();
+        harness.tearDown();
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMergeTest.java
new file mode 100644
index 0000000..da36c79
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMergeTest.java
@@ -0,0 +1,64 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeMergeTest extends LSMBTreeMergeTestDriver {
+
+    public LSMBTreeMergeTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, numKeys, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMergeTestDriver.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMergeTestDriver.java
new file mode 100644
index 0000000..8b02a8e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMergeTestDriver.java
@@ -0,0 +1,85 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestDriver;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestUtils;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+
+@SuppressWarnings("rawtypes")
+public abstract class LSMBTreeMergeTestDriver extends OrderedIndexTestDriver {
+
+    private final OrderedIndexTestUtils orderedIndexTestUtils;
+
+    public LSMBTreeMergeTestDriver(BTreeLeafFrameType[] leafFrameTypesToTest) {
+        super(leafFrameTypesToTest);
+        this.orderedIndexTestUtils = new OrderedIndexTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
+            ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
+            throws Exception {
+        OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        // Start off with one tree bulk loaded.
+        // We assume all fieldSerdes are of the same type. Check the first one
+        // to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            orderedIndexTestUtils.bulkLoadIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+            orderedIndexTestUtils.bulkLoadStringTuples(ctx, numTuplesToInsert, getRandom());
+        }
+
+        int maxTreesToMerge = AccessMethodTestsConfig.LSM_BTREE_MAX_TREES_TO_MERGE;
+        for (int i = 0; i < maxTreesToMerge; i++) {
+            for (int j = 0; j < i; j++) {
+                if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+                    orderedIndexTestUtils.bulkLoadIntTuples(ctx, numTuplesToInsert, getRandom());
+                } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+                    orderedIndexTestUtils.bulkLoadStringTuples(ctx, numTuplesToInsert, getRandom());
+                }
+            }
+
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) ctx.getIndexAccessor();
+            accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE);
+
+            orderedIndexTestUtils.checkPointSearches(ctx);
+            orderedIndexTestUtils.checkScan(ctx);
+            orderedIndexTestUtils.checkDiskOrderScan(ctx);
+            orderedIndexTestUtils.checkRangeSearch(ctx, lowKey, highKey, true, true);
+            if (prefixLowKey != null && prefixHighKey != null) {
+                orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
+            }
+        }
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "LSM Merge";
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java
new file mode 100644
index 0000000..648e70f
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java
@@ -0,0 +1,106 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.AbstractModificationOperationCallbackTest;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpOperationTrackerFactory;
+
+public class LSMBTreeModificationOperationCallbackTest extends AbstractModificationOperationCallbackTest {
+    private static final int NUM_TUPLES = 11;
+
+    private final LSMBTreeTestHarness harness;
+    private final BlockingIOOperationCallbackWrapper ioOpCallback;
+
+    public LSMBTreeModificationOperationCallbackTest() {
+        super();
+        this.ioOpCallback = new BlockingIOOperationCallbackWrapper(NoOpIOOperationCallback.INSTANCE);
+        harness = new LSMBTreeTestHarness();
+    }
+
+    @Override
+    protected void createIndexInstance() throws Exception {
+        index = LSMBTreeUtils.createLSMTree(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), SerdeUtils.serdesToTypeTraits(keySerdes),
+                SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), bloomFilterKeyFields,
+                harness.getMergePolicy(), NoOpOperationTrackerFactory.INSTANCE, harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        super.setup();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        super.tearDown();
+        harness.tearDown();
+    }
+
+    @Test
+    public void modificationCallbackTest() throws Exception {
+        ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(cb, NoOpOperationCallback.INSTANCE);
+
+        for (int j = 0; j < 2; j++) {
+            isFoundNull = true;
+            for (int i = 0; i < NUM_TUPLES; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.insert(tuple);
+            }
+
+            if (j == 1) {
+                accessor.scheduleFlush(ioOpCallback);
+                ioOpCallback.waitForIO();
+                isFoundNull = true;
+            } else {
+                isFoundNull = false;
+            }
+
+            for (int i = 0; i < NUM_TUPLES; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.upsert(tuple);
+            }
+
+            if (j == 1) {
+                accessor.scheduleFlush(ioOpCallback);
+                ioOpCallback.waitForIO();
+                isFoundNull = true;
+            } else {
+                isFoundNull = false;
+            }
+
+            for (int i = 0; i < NUM_TUPLES; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.delete(tuple);
+            }
+
+            accessor.scheduleFlush(ioOpCallback);
+            ioOpCallback.waitForIO();
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java
new file mode 100644
index 0000000..3a99c16
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java
@@ -0,0 +1,66 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexBulkLoadTest;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeMultiBulkLoadTest extends OrderedIndexBulkLoadTest {
+    public LSMBTreeMultiBulkLoadTest() {
+        // Using 5 bulk load rounds.
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST, AccessMethodTestsConfig.LSM_BTREE_BULKLOAD_ROUNDS);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, numKeys, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java
new file mode 100644
index 0000000..389c87f
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java
@@ -0,0 +1,263 @@
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import java.util.HashSet;
+import java.util.concurrent.Callable;
+import java.util.concurrent.Future;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.AbstractSearchOperationCallbackTest;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpOperationTrackerFactory;
+
+public class LSMBTreeSearchOperationCallbackTest extends AbstractSearchOperationCallbackTest {
+    private final LSMBTreeTestHarness harness;
+    private final HashSet<Integer> deleteSet;
+
+    public LSMBTreeSearchOperationCallbackTest() {
+        harness = new LSMBTreeTestHarness();
+        deleteSet = new HashSet<Integer>();
+    }
+
+    @Override
+    protected void createIndexInstance() throws Exception {
+        index = LSMBTreeUtils.createLSMTree(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), SerdeUtils.serdesToTypeTraits(keySerdes),
+                SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), bloomFilterKeyFields,
+                harness.getMergePolicy(), NoOpOperationTrackerFactory.INSTANCE, harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        super.setup();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        super.tearDown();
+        harness.tearDown();
+    }
+
+    @Test
+    public void searchCallbackTest() throws Exception {
+        Future<Boolean> insertFuture = executor.submit(new InsertionTask());
+        Future<Boolean> searchFuture = executor.submit(new SearchTask());
+        Assert.assertTrue(searchFuture.get());
+        Assert.assertTrue(insertFuture.get());
+    }
+
+    private class SearchTask implements Callable<Boolean> {
+        private final ISearchOperationCallback cb;
+        private final IIndexAccessor accessor;
+        private final IIndexCursor cursor;
+        private final RangePredicate predicate;
+        private final ArrayTupleBuilder builder;
+        private final ArrayTupleReference tuple;
+        private final ArrayTupleBuilder expectedTupleToBeLockedBuilder;
+        private final ArrayTupleReference expectedTupleToBeLocked;
+        private final ArrayTupleBuilder expectedTupleToBeCanceledBuilder;
+        private final ArrayTupleReference expectedTupleToBeCanceled;
+
+        private boolean blockOnHigh;
+        private int expectedAfterBlock;
+        private int expectedTupleToBeLockedValue;
+
+        public SearchTask() {
+            this.cb = new SynchronizingSearchOperationCallback();
+            this.accessor = index.createAccessor(NoOpOperationCallback.INSTANCE, cb);
+            this.cursor = accessor.createSearchCursor();
+            this.predicate = new RangePredicate();
+            this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.tuple = new ArrayTupleReference();
+            this.expectedTupleToBeLockedBuilder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.expectedTupleToBeLocked = new ArrayTupleReference();
+            this.expectedTupleToBeCanceledBuilder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.expectedTupleToBeCanceled = new ArrayTupleReference();
+
+            this.blockOnHigh = false;
+            this.expectedAfterBlock = -1;
+            this.expectedTupleToBeLockedValue = -1;
+        }
+
+        @Override
+        public Boolean call() throws Exception {
+            lock.lock();
+            try {
+                if (!insertTaskStarted) {
+                    condition.await();
+                }
+
+                // begin a search on [50, +inf), blocking on 75
+                TupleUtils.createIntegerTuple(builder, tuple, 50);
+                predicate.setLowKey(tuple, true);
+                predicate.setHighKey(null, true);
+                accessor.search(cursor, predicate);
+                expectedTupleToBeLockedValue = 50;
+                TupleUtils.createIntegerTuple(builder, expectedTupleToBeLocked, expectedTupleToBeLockedValue);
+                consumeIntTupleRange(50, 75, true, 76);
+
+                // consume tuples [77, 150], blocking on 151
+                consumeIntTupleRange(77, 150, true, 150);
+
+                // consume tuples [152, 300]
+                consumeIntTupleRange(152, 300, false, -1);
+
+                cursor.close();
+            } finally {
+                lock.unlock();
+            }
+
+            return true;
+        }
+
+        private void consumeIntTupleRange(int begin, int end, boolean blockOnHigh, int expectedAfterBlock)
+                throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            for (int i = begin; i <= end; i++) {
+                if (blockOnHigh == true && i == end) {
+                    this.blockOnHigh = true;
+                    this.expectedAfterBlock = expectedAfterBlock;
+                }
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                if (!cursor.hasNext()) {
+                    Assert.fail("Failed to consume entire tuple range since cursor is exhausted.");
+                }
+                cursor.next();
+                Assert.assertEquals(0, cmp.compare(tuple, cursor.getTuple()));
+            }
+        }
+
+        private class SynchronizingSearchOperationCallback implements ISearchOperationCallback {
+
+            @Override
+            public boolean proceed(ITupleReference tuple) {
+                Assert.assertEquals(0, cmp.compare(SearchTask.this.expectedTupleToBeLocked, tuple));
+                return false;
+            }
+
+            @Override
+            public void reconcile(ITupleReference tuple) throws HyracksDataException {
+                Assert.assertEquals(0, cmp.compare(SearchTask.this.expectedTupleToBeLocked, tuple));
+                if (blockOnHigh) {
+                    TupleUtils.createIntegerTuple(builder, SearchTask.this.tuple, expectedAfterBlock);
+                    condition.signal();
+                    condition.awaitUninterruptibly();
+                    blockOnHigh = false;
+                }
+                expectedTupleToBeLockedValue++;
+                TupleUtils.createIntegerTuple(expectedTupleToBeLockedBuilder, expectedTupleToBeLocked,
+                        expectedTupleToBeLockedValue);
+
+            }
+
+            @Override
+            public void cancel(ITupleReference tuple) throws HyracksDataException {
+                boolean found = false;
+                for (int i : deleteSet) {
+                    TupleUtils.createIntegerTuple(expectedTupleToBeCanceledBuilder, expectedTupleToBeCanceled, i);
+                    if (cmp.compare(SearchTask.this.expectedTupleToBeCanceled, tuple) == 0) {
+                        found = true;
+                        break;
+                    }
+                }
+                Assert.assertTrue(found);
+            }
+
+        }
+    }
+
+    private class InsertionTask implements Callable<Boolean> {
+        private final IIndexAccessor accessor;
+        private final ArrayTupleBuilder builder;
+        private final ArrayTupleReference tuple;
+
+        public InsertionTask() {
+            this.accessor = index.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.tuple = new ArrayTupleReference();
+        }
+
+        @Override
+        public Boolean call() throws Exception {
+            lock.lock();
+            try {
+                insertTaskStarted = true;
+
+                // bulkload [101, 150] & [151, 200] as two separate disk components 
+                // insert [50, 100] & [301, 350] to the in-memory component
+                // delete tuple 151
+                bulkloadIntTupleRange(101, 150);
+                bulkloadIntTupleRange(151, 200);
+                insertIntTupleRange(50, 100);
+                insertIntTupleRange(301, 350);
+                int tupleTobeDeletedValue = 151;
+                deleteSet.add(tupleTobeDeletedValue);
+                TupleUtils.createIntegerTuple(builder, tuple, tupleTobeDeletedValue);
+                accessor.delete(tuple);
+                condition.signal();
+                condition.await();
+
+                // delete tuple 75
+                tupleTobeDeletedValue = 75;
+                deleteSet.add(tupleTobeDeletedValue);
+                TupleUtils.createIntegerTuple(builder, tuple, tupleTobeDeletedValue);
+                accessor.delete(tuple);
+                condition.signal();
+                condition.await();
+
+                // insert tuples [201, 300] and delete tuple 151
+                insertIntTupleRange(201, 300);
+                condition.signal();
+            } finally {
+                lock.unlock();
+            }
+
+            return true;
+        }
+
+        private void insertIntTupleRange(int begin, int end) throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            for (int i = begin; i <= end; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.insert(tuple);
+            }
+        }
+
+        private void bulkloadIntTupleRange(int begin, int end) throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            IIndexBulkLoader bulkloader = index.createBulkLoader(1.0f, false, end - begin);
+            for (int i = begin; i <= end; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                bulkloader.add(tuple);
+            }
+            bulkloader.end();
+        }
+
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeUpdateTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeUpdateTest.java
new file mode 100644
index 0000000..ca89512
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeUpdateTest.java
@@ -0,0 +1,65 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexUpdateTest;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeUpdateTest extends OrderedIndexUpdateTest {
+
+    public LSMBTreeUpdateTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, numKeys, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
new file mode 100644
index 0000000..c494448
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
@@ -0,0 +1,115 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.multithread;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexMultiThreadTest;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+
+public class LSMBTreeMultiThreadTest extends OrderedIndexMultiThreadTest {
+
+    private LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    private LSMBTreeTestWorkerFactory workerFactory = new LSMBTreeTestWorkerFactory();
+
+    @Override
+    protected void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @Override
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected ITreeIndex createIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields) throws TreeIndexException {
+        return LSMBTreeUtils.createLSMTree(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), typeTraits, cmpFactories, bloomFilterKeyFields,
+                harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected IIndexTestWorkerFactory getWorkerFactory() {
+        return workerFactory;
+    }
+
+    @Override
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Insert and merge workload.
+        TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
+
+        // Inserts mixed with point searches and scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH,
+                TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts, updates, and deletes.
+        TestOperation[] insertDeleteUpdateOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateOps.length)));
+
+        // Inserts, updates, deletes and merges.
+        TestOperation[] insertDeleteUpdateMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateMergeOps.length)));
+
+        // All operations except merge.
+        TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.POINT_SEARCH, TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
+
+        // All operations.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.POINT_SEARCH, TestOperation.SCAN, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Override
+    protected String getIndexTypeName() {
+        return "LSMBTree";
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java
new file mode 100644
index 0000000..c008f90
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java
@@ -0,0 +1,115 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.multithread;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeDuplicateKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNonExistentKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNotUpdateableException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTree.LSMBTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+
+public class LSMBTreeTestWorker extends AbstractIndexTestWorker {
+    private final LSMBTree lsmBTree;
+    private final int numKeyFields;
+    private final ArrayTupleBuilder deleteTb;
+    private final ArrayTupleReference deleteTuple = new ArrayTupleReference();
+
+    public LSMBTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches) {
+        super(dataGen, opSelector, index, numBatches);
+        lsmBTree = (LSMBTree) index;
+        numKeyFields = lsmBTree.getComparatorFactories().length;
+        deleteTb = new ArrayTupleBuilder(numKeyFields);
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        LSMBTreeAccessor accessor = (LSMBTreeAccessor) indexAccessor;
+        IIndexCursor searchCursor = accessor.createSearchCursor();
+        MultiComparator cmp = accessor.getMultiComparator();
+        RangePredicate rangePred = new RangePredicate(tuple, tuple, true, true, cmp, cmp);
+
+        switch (op) {
+            case INSERT:
+                try {
+                    accessor.insert(tuple);
+                } catch (BTreeDuplicateKeyException e) {
+                    // Ignore duplicate keys, since we get random tuples.
+                }
+                break;
+
+            case DELETE:
+                // Create a tuple reference with only key fields.
+                deleteTb.reset();
+                for (int i = 0; i < numKeyFields; i++) {
+                    deleteTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+                }
+                deleteTuple.reset(deleteTb.getFieldEndOffsets(), deleteTb.getByteArray());
+                try {
+                    accessor.delete(deleteTuple);
+                } catch (BTreeNonExistentKeyException e) {
+                    // Ignore non-existant keys, since we get random tuples.
+                }
+                break;
+
+            case UPDATE:
+                try {
+                    accessor.update(tuple);
+                } catch (BTreeNonExistentKeyException e) {
+                    // Ignore non-existant keys, since we get random tuples.
+                } catch (BTreeNotUpdateableException e) {
+                    // Ignore not updateable exception due to numKeys == numFields.
+                }
+                break;
+
+            case POINT_SEARCH:
+                searchCursor.reset();
+                rangePred.setLowKey(tuple, true);
+                rangePred.setHighKey(tuple, true);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case SCAN:
+                searchCursor.reset();
+                rangePred.setLowKey(null, true);
+                rangePred.setHighKey(null, true);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case MERGE:
+                accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE);
+                break;
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java
new file mode 100644
index 0000000..03463e6
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.multithread;
+
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class LSMBTreeTestWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
+        return new LSMBTreeTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/BTreeBulkLoadRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/BTreeBulkLoadRunner.java
new file mode 100644
index 0000000..69e2b58
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/BTreeBulkLoadRunner.java
@@ -0,0 +1,52 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.perf;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleBatch;
+
+public class BTreeBulkLoadRunner extends BTreeRunner {
+
+    protected final float fillFactor;
+
+    public BTreeBulkLoadRunner(int numBatches, int pageSize, int numPages, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] cmpFactories, float fillFactor) throws HyracksDataException, BTreeException {
+        super(numBatches, pageSize, numPages, typeTraits, cmpFactories);
+        this.fillFactor = fillFactor;
+    }
+
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws Exception {
+        btree.create();
+        long start = System.currentTimeMillis();
+        IIndexBulkLoader bulkLoader = btree.createBulkLoader(1.0f, false, 0L);
+        for (int i = 0; i < numBatches; i++) {
+            TupleBatch batch = dataGen.tupleBatchQueue.take();
+            for (int j = 0; j < batch.size(); j++) {
+                bulkLoader.add(batch.get(j));
+            }
+        }
+        bulkLoader.end();
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/BTreePageSizePerf.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/BTreePageSizePerf.java
new file mode 100644
index 0000000..7e0514b
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/BTreePageSizePerf.java
@@ -0,0 +1,85 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.perf;
+
+import java.util.Enumeration;
+import java.util.logging.Level;
+import java.util.logging.LogManager;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class BTreePageSizePerf {
+    public static void main(String[] args) throws Exception {
+        // Disable logging so we can better see the output times.
+        Enumeration<String> loggers = LogManager.getLogManager().getLoggerNames();
+        while(loggers.hasMoreElements()) {
+            String loggerName = loggers.nextElement();
+            Logger logger = LogManager.getLogManager().getLogger(loggerName);
+            logger.setLevel(Level.OFF);
+        }
+        
+        int numTuples = 1000000;
+        int batchSize = 10000;
+        int numBatches = numTuples / batchSize;
+        
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes, 30);
+        
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, fieldSerdes.length);
+        
+        runExperiment(numBatches, batchSize, 1024, 100000, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 2048, 100000, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 4096, 25000, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 8192, 12500, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 16384, 6250, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 32768, 3125, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 65536, 1564, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 131072, 782, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 262144, 391, fieldSerdes, cmpFactories, typeTraits);
+    }
+    
+    private static void runExperiment(int numBatches, int batchSize, int pageSize, int numPages, ISerializerDeserializer[] fieldSerdes, IBinaryComparatorFactory[] cmpFactories, ITypeTraits[] typeTraits) throws Exception {
+        System.out.println("PAGE SIZE: " + pageSize);
+        System.out.println("NUM PAGES: " + numPages);
+        System.out.println("MEMORY: " + (pageSize * numPages));
+        int repeats = 5;
+        long[] times = new long[repeats];
+        //BTreeRunner runner = new BTreeRunner(numTuples, pageSize, numPages, typeTraits, cmp);
+        InMemoryBTreeRunner runner = new InMemoryBTreeRunner(numBatches, pageSize, numPages, typeTraits, cmpFactories);
+        runner.init();
+        int numThreads = 1;
+        for (int i = 0; i < repeats; i++) {
+            DataGenThread dataGen = new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, 30, 50, 10, false);
+            dataGen.start();            
+            times[i] = runner.runExperiment(dataGen, numThreads);
+            System.out.println("TIME " + i + ": " + times[i] + "ms");
+        }
+        runner.deinit();
+        long avgTime = 0;
+        for (int i = 0; i < repeats; i++) {
+            avgTime += times[i];
+        }
+        avgTime /= repeats;
+        System.out.println("AVG TIME: " + avgTime + "ms");
+        System.out.println("-------------------------------");
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java
new file mode 100644
index 0000000..8658919
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java
@@ -0,0 +1,48 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.perf;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestUtils;
+
+public class BTreeRunner extends InMemoryBTreeRunner {
+    protected static final int MAX_OPEN_FILES = 10;
+    protected static final int HYRACKS_FRAME_SIZE = 128;
+
+    public BTreeRunner(int numTuples, int pageSize, int numPages, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] cmpFactories) throws HyracksDataException, BTreeException {
+        super(numTuples, pageSize, numPages, typeTraits, cmpFactories);
+    }
+
+    @Override
+    protected void init(int pageSize, int numPages, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
+            throws HyracksDataException, BTreeException {
+        IHyracksTaskContext ctx = TestUtils.create(HYRACKS_FRAME_SIZE);
+        TestStorageManagerComponentHolder.init(pageSize, numPages, MAX_OPEN_FILES);
+        bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        btree = BTreeUtils
+                .createBTree(bufferCache, fmp, typeTraits, cmpFactories, BTreeLeafFrameType.REGULAR_NSM, file);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java
new file mode 100644
index 0000000..8f44966
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java
@@ -0,0 +1,138 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.perf;
+
+import java.nio.ByteBuffer;
+import java.util.Comparator;
+import java.util.concurrent.ConcurrentSkipListSet;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleBatch;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class ConcurrentSkipListRunner implements IExperimentRunner {
+    public class TupleComparator implements Comparator<ITupleReference> {
+        private final MultiComparator cmp;
+
+        public TupleComparator(MultiComparator cmp) {
+            this.cmp = cmp;
+        }
+
+        @Override
+        public int compare(ITupleReference o1, ITupleReference o2) {
+            return cmp.compare(o1, o2);
+        }
+    }
+    
+    private final TupleComparator tupleCmp;
+    private final int numBatches;
+    private final int batchSize;
+    private final int tupleSize;
+    private final ITypeTraits[] typeTraits;
+    
+    public ConcurrentSkipListRunner(int numBatches, int batchSize, int tupleSize, ITypeTraits[] typeTraits, MultiComparator cmp) {
+        this.numBatches = numBatches;
+        this.tupleSize = tupleSize;
+        this.batchSize = batchSize;
+        this.typeTraits = typeTraits;
+        tupleCmp = new TupleComparator(cmp);
+    }
+    
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws InterruptedException {
+        ConcurrentSkipListSet<ITupleReference> skipList = new ConcurrentSkipListSet<ITupleReference>(tupleCmp);
+        SkipListThread[] threads = new SkipListThread[numThreads];
+        int threadNumBatches = numBatches / numThreads;
+        for (int i = 0; i < numThreads; i++) {
+            threads[i] = new SkipListThread(dataGen, skipList, threadNumBatches, batchSize);            
+        }
+        // Wait until the tupleBatchQueue is completely full.
+        while (dataGen.tupleBatchQueue.remainingCapacity() != 0) {
+            Thread.sleep(10);
+        }
+        
+        long start = System.currentTimeMillis();
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].start();
+        }
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].join();
+        }
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+
+    @Override
+    public void init() throws Exception {
+    }
+
+    @Override
+    public void deinit() throws Exception {
+    }
+    
+    public void reset() throws Exception {
+    }
+    
+    public class SkipListThread extends Thread {
+    	private final DataGenThread dataGen;
+    	private final ConcurrentSkipListSet<ITupleReference> skipList;
+    	private final int numBatches;
+        public final TypeAwareTupleWriterFactory tupleWriterFactory;
+        public final TypeAwareTupleWriter tupleWriter;
+        public final TypeAwareTupleReference[] tuples;        
+        public final ByteBuffer tupleBuf; 
+
+        public SkipListThread(DataGenThread dataGen, ConcurrentSkipListSet<ITupleReference> skipList, int numBatches, int batchSize) {
+            this.dataGen = dataGen;
+            this.numBatches = numBatches;
+            this.skipList = skipList;
+            tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+            tupleWriter = (TypeAwareTupleWriter) tupleWriterFactory.createTupleWriter();
+            int numTuples = numBatches * batchSize;
+            tuples = new TypeAwareTupleReference[numTuples];
+            tupleBuf = ByteBuffer.allocate(numTuples * tupleSize);
+            for (int i = 0; i < numTuples; i++) {
+                tuples[i] = (TypeAwareTupleReference) tupleWriter.createTupleReference();
+            }
+        }
+    	
+        @Override
+        public void run() {
+            int tupleIndex = 0;
+            try {                
+                for (int i = 0; i < numBatches; i++) {
+                    TupleBatch batch = dataGen.tupleBatchQueue.take();
+                    for (int j = 0; j < batch.size(); j++) {
+                        // Copy the tuple to the buffer and set the pre-created tuple ref.                        
+                        tupleWriter.writeTuple(batch.get(j), tupleBuf.array(), tupleIndex * tupleSize);
+                        tuples[tupleIndex].resetByTupleOffset(tupleBuf, tupleIndex * tupleSize);
+                        skipList.add(tuples[tupleIndex]);
+                        tupleIndex++;
+                    }
+                }
+            } catch (Exception e) {
+                System.out.println(tupleIndex);
+                e.printStackTrace();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/IExperimentRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/IExperimentRunner.java
new file mode 100644
index 0000000..0ea3a71
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/IExperimentRunner.java
@@ -0,0 +1,30 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.perf;
+
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+public interface IExperimentRunner {
+    public static int DEFAULT_MAX_OUTSTANDING = 100000;
+    
+    public void init() throws Exception;
+    
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws Exception;
+    
+    public void reset() throws Exception;
+    
+    public void deinit() throws Exception;
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java
new file mode 100644
index 0000000..1b453b7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java
@@ -0,0 +1,146 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.perf;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleBatch;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICacheMemoryAllocator;
+import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
+
+public class InMemoryBTreeRunner extends Thread implements IExperimentRunner {
+    protected IBufferCache bufferCache;
+    protected FileReference file;
+
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String tmpDir = System.getProperty("java.io.tmpdir");
+    protected final static String sep = System.getProperty("file.separator");
+    protected String fileName;
+
+    protected final int numBatches;
+    protected BTree btree;
+
+    public InMemoryBTreeRunner(int numBatches, int pageSize, int numPages, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] cmpFactories) throws HyracksDataException, BTreeException {
+        this.numBatches = numBatches;
+        fileName = tmpDir + sep + simpleDateFormat.format(new Date());
+        file = new FileReference(new File(fileName));
+        init(pageSize, numPages, typeTraits, cmpFactories);
+    }
+
+    protected void init(int pageSize, int numPages, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
+            throws HyracksDataException, BTreeException {
+        ICacheMemoryAllocator allocator = new HeapBufferAllocator();
+        bufferCache = new InMemoryBufferCache(allocator, pageSize, numPages, new TransientFileMapManager());
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        IFreePageManager freePageManager = new InMemoryFreePageManager(bufferCache.getNumPages(), metaFrameFactory);
+        btree = new BTree(bufferCache, new TransientFileMapManager(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, typeTraits.length, file);
+    }
+
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws Exception {
+        BTreeThread[] threads = new BTreeThread[numThreads];
+        int threadNumBatches = numBatches / numThreads;
+        for (int i = 0; i < numThreads; i++) {
+            threads[i] = new BTreeThread(dataGen, btree, threadNumBatches);
+        }
+        // Wait until the tupleBatchQueue is completely full.
+        while (dataGen.tupleBatchQueue.remainingCapacity() != 0) {
+            Thread.sleep(10);
+        }
+
+        long start = System.currentTimeMillis();
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].start();
+        }
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].join();
+        }
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+
+    @Override
+    public void init() throws Exception {
+    }
+
+    @Override
+    public void deinit() throws Exception {
+        bufferCache.close();
+    }
+
+    @Override
+    public void reset() throws Exception {
+        btree.create();
+    }
+
+    public class BTreeThread extends Thread {
+        private final DataGenThread dataGen;
+        private final int numBatches;
+        private final ITreeIndexAccessor indexAccessor;
+
+        public BTreeThread(DataGenThread dataGen, BTree btree, int numBatches) {
+            this.dataGen = dataGen;
+            this.numBatches = numBatches;
+            indexAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        }
+
+        @Override
+        public void run() {
+            try {
+                for (int i = 0; i < numBatches; i++) {
+                    TupleBatch batch = dataGen.tupleBatchQueue.take();
+                    for (int j = 0; j < batch.size(); j++) {
+                        try {
+                            indexAccessor.insert(batch.get(j));
+                        } catch (TreeIndexException e) {
+                        }
+                    }
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java
new file mode 100644
index 0000000..53fbd88
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java
@@ -0,0 +1,153 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.perf;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.concurrent.ConcurrentSkipListSet;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleBatch;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class InMemorySortRunner implements IExperimentRunner {
+    public class TupleComparator implements Comparator<ITupleReference> {
+        private final MultiComparator cmp;
+
+        public TupleComparator(MultiComparator cmp) {
+            this.cmp = cmp;
+        }
+
+        @Override
+        public int compare(ITupleReference o1, ITupleReference o2) {
+            return cmp.compare(o1, o2);
+        }
+    }
+    
+    private final TupleComparator tupleCmp;
+    private final int numBatches;
+    private final int batchSize;
+    private final int tupleSize;
+    private final ITypeTraits[] typeTraits;
+    
+    private final TypeAwareTupleWriterFactory tupleWriterFactory;
+    private final TypeAwareTupleWriter tupleWriter;
+    private final ArrayList<TypeAwareTupleReference> tuples;        
+    private final ByteBuffer tupleBuf; 
+    
+    public InMemorySortRunner(int numBatches, int batchSize, int tupleSize, ITypeTraits[] typeTraits, MultiComparator cmp) {
+        this.numBatches = numBatches;
+        this.tupleSize = tupleSize;
+        this.batchSize = batchSize;
+        this.typeTraits = typeTraits;
+        tupleCmp = new TupleComparator(cmp);
+        tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        tupleWriter = (TypeAwareTupleWriter) tupleWriterFactory.createTupleWriter();
+        int numTuples = numBatches * batchSize;
+        tuples = new ArrayList<TypeAwareTupleReference>();
+        tupleBuf = ByteBuffer.allocate(numTuples * tupleSize);
+        for (int i = 0; i < numTuples; i++) {
+            tuples.add((TypeAwareTupleReference) tupleWriter.createTupleReference());
+        }
+    }
+    
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws InterruptedException {
+        // Wait until the tupleBatchQueue is completely full.
+        while (dataGen.tupleBatchQueue.remainingCapacity() != 0) {
+            Thread.sleep(10);
+        }
+        
+        long start = System.currentTimeMillis();
+        int tupleIndex = 0;
+        for (int i = 0; i < numBatches; i++) {
+            TupleBatch batch = dataGen.tupleBatchQueue.take();
+            for (int j = 0; j < batch.size(); j++) {
+                // Copy the tuple to the buffer and set the pre-created tuple ref.                        
+                tupleWriter.writeTuple(batch.get(j), tupleBuf.array(), tupleIndex * tupleSize);
+                tuples.get(tupleIndex).resetByTupleOffset(tupleBuf, tupleIndex * tupleSize);
+                tupleIndex++;
+            }
+        }
+        // Perform the sort.        
+        Collections.sort(tuples, tupleCmp);
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+
+    @Override
+    public void init() throws Exception {
+    }
+
+    @Override
+    public void deinit() throws Exception {
+    }
+    
+    public void reset() throws Exception {
+    }
+    
+    public class SkipListThread extends Thread {
+    	private final DataGenThread dataGen;
+    	private final ConcurrentSkipListSet<ITupleReference> skipList;
+    	private final int numBatches;
+        public final TypeAwareTupleWriterFactory tupleWriterFactory;
+        public final TypeAwareTupleWriter tupleWriter;
+        public final TypeAwareTupleReference[] tuples;        
+        public final ByteBuffer tupleBuf; 
+
+        public SkipListThread(DataGenThread dataGen, ConcurrentSkipListSet<ITupleReference> skipList, int numBatches, int batchSize) {
+            this.dataGen = dataGen;
+            this.numBatches = numBatches;
+            this.skipList = skipList;
+            tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+            tupleWriter = (TypeAwareTupleWriter) tupleWriterFactory.createTupleWriter();
+            int numTuples = numBatches * batchSize;
+            tuples = new TypeAwareTupleReference[numTuples];
+            tupleBuf = ByteBuffer.allocate(numTuples * tupleSize);
+            for (int i = 0; i < numTuples; i++) {
+                tuples[i] = (TypeAwareTupleReference) tupleWriter.createTupleReference();
+            }
+        }
+    	
+        @Override
+        public void run() {
+            int tupleIndex = 0;
+            try {                
+                for (int i = 0; i < numBatches; i++) {
+                    TupleBatch batch = dataGen.tupleBatchQueue.take();
+                    for (int j = 0; j < batch.size(); j++) {
+                        // Copy the tuple to the buffer and set the pre-created tuple ref.                        
+                        tupleWriter.writeTuple(batch.get(j), tupleBuf.array(), tupleIndex * tupleSize);
+                        tuples[tupleIndex].resetByTupleOffset(tupleBuf, tupleIndex * tupleSize);
+                        skipList.add(tuples[tupleIndex]);
+                        tupleIndex++;
+                    }
+                }
+            } catch (Exception e) {
+                System.out.println(tupleIndex);
+                e.printStackTrace();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java
new file mode 100644
index 0000000..5d2185a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java
@@ -0,0 +1,173 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.perf;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleBatch;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.SynchronousScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestUtils;
+
+public class LSMTreeRunner implements IExperimentRunner {
+
+    private static final int MAX_OPEN_FILES = 10000;
+    private static final int HYRACKS_FRAME_SIZE = 128;
+
+    protected IHyracksTaskContext ctx;
+    protected IOManager ioManager;
+    protected IBufferCache bufferCache;
+    protected int lsmtreeFileId;
+
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected final static String classDir = "/lsmtree/";
+    protected String onDiskDir;
+    protected FileReference file;
+
+    protected final int numBatches;
+    protected final LSMBTree lsmtree;
+    protected final ILSMIOOperationScheduler ioScheduler;
+    protected IBufferCache memBufferCache;
+    private final int onDiskPageSize;
+    private final int onDiskNumPages;
+
+    public LSMTreeRunner(int numBatches, int inMemPageSize, int inMemNumPages, int onDiskPageSize, int onDiskNumPages,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories, int[] bloomFilterKeyFields)
+            throws BTreeException, HyracksException {
+        this.numBatches = numBatches;
+
+        this.onDiskPageSize = onDiskPageSize;
+        this.onDiskNumPages = onDiskNumPages;
+
+        onDiskDir = classDir + sep + simpleDateFormat.format(new Date()) + sep;
+        file = new FileReference(new File(onDiskDir));
+        ctx = TestUtils.create(HYRACKS_FRAME_SIZE);
+
+        TestStorageManagerComponentHolder.init(this.onDiskPageSize, this.onDiskNumPages, MAX_OPEN_FILES);
+        bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+
+        IInMemoryBufferCache memBufferCache = new InMemoryBufferCache(new HeapBufferAllocator(), inMemPageSize,
+                inMemNumPages, new TransientFileMapManager());
+        IInMemoryFreePageManager memFreePageManager = new InMemoryFreePageManager(inMemNumPages,
+                new LIFOMetaDataFrameFactory());
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        lsmtree = LSMBTreeUtils.createLSMTree(memBufferCache, memFreePageManager, ioManager, file, bufferCache, fmp,
+                typeTraits, cmpFactories, bloomFilterKeyFields, NoMergePolicy.INSTANCE,
+                ThreadCountingOperationTrackerFactory.INSTANCE, ioScheduler, NoOpIOOperationCallback.INSTANCE);
+    }
+
+    @Override
+    public void init() throws Exception {
+    }
+
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws Exception {
+        LSMTreeThread[] threads = new LSMTreeThread[numThreads];
+        int threadNumBatches = numBatches / numThreads;
+        for (int i = 0; i < numThreads; i++) {
+            threads[i] = new LSMTreeThread(dataGen, lsmtree, threadNumBatches);
+        }
+        // Wait until the tupleBatchQueue is completely full.
+        while (dataGen.tupleBatchQueue.remainingCapacity() != 0) {
+            Thread.sleep(10);
+        }
+
+        long start = System.currentTimeMillis();
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].start();
+        }
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].join();
+        }
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+
+    @Override
+    public void reset() throws Exception {
+        lsmtree.create();
+    }
+
+    @Override
+    public void deinit() throws Exception {
+        bufferCache.closeFile(lsmtreeFileId);
+        bufferCache.close();
+        memBufferCache.closeFile(lsmtreeFileId);
+        memBufferCache.close();
+    }
+
+    public class LSMTreeThread extends Thread {
+        private final DataGenThread dataGen;
+        private final int numBatches;
+        private final IIndexAccessor lsmTreeAccessor;
+
+        public LSMTreeThread(DataGenThread dataGen, LSMBTree lsmTree, int numBatches) {
+            this.dataGen = dataGen;
+            this.numBatches = numBatches;
+            lsmTreeAccessor = lsmTree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        }
+
+        @Override
+        public void run() {
+            try {
+                for (int i = 0; i < numBatches; i++) {
+                    TupleBatch batch = dataGen.tupleBatchQueue.take();
+                    for (int j = 0; j < batch.size(); j++) {
+                        try {
+                            lsmTreeAccessor.insert(batch.get(j));
+                        } catch (TreeIndexException e) {
+                        }
+                    }
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/PerfExperiment.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/PerfExperiment.java
new file mode 100644
index 0000000..c842191
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/perf/PerfExperiment.java
@@ -0,0 +1,87 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.perf;
+
+import java.util.Enumeration;
+import java.util.logging.Level;
+import java.util.logging.LogManager;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class PerfExperiment {
+    public static void main(String[] args) throws Exception {
+        // Disable logging so we can better see the output times.
+        Enumeration<String> loggers = LogManager.getLogManager().getLoggerNames();
+        while(loggers.hasMoreElements()) {
+            String loggerName = loggers.nextElement();
+            Logger logger = LogManager.getLogManager().getLogger(loggerName);
+            logger.setLevel(Level.OFF);
+        }
+        
+        int numTuples = 100000; // 100K
+        //int numTuples = 1000000; // 1M
+        //int numTuples = 2000000; // 2M
+        //int numTuples = 3000000; // 3M
+        //int numTuples = 10000000; // 10M
+        //int numTuples = 20000000; // 20M
+        //int numTuples = 30000000; // 30M
+        //int numTuples = 40000000; // 40M
+        //int numTuples = 60000000; // 60M
+        //int numTuples = 100000000; // 100M
+        //int numTuples = 200000000; // 200M
+        int batchSize = 10000;
+        int numBatches = numTuples / batchSize;
+        
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes, 30);
+        
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, fieldSerdes.length);
+        
+        //int repeats = 1000;
+        int repeats = 1;
+        long[] times = new long[repeats];
+
+        int numThreads = 2;
+        for (int i = 0; i < repeats; i++) {
+            //ConcurrentSkipListRunner runner = new ConcurrentSkipListRunner(numBatches, batchSize, tupleSize, typeTraits, cmp);
+            InMemoryBTreeRunner runner = new InMemoryBTreeRunner(numBatches, 8192, 100000, typeTraits, cmpFactories);
+            //BTreeBulkLoadRunner runner = new BTreeBulkLoadRunner(numBatches, 8192, 100000, typeTraits, cmp, 1.0f);
+        	//BTreeRunner runner = new BTreeRunner(numBatches, 8192, 100000, typeTraits, cmp);
+        	//String btreeName = "071211";
+        	//BTreeSearchRunner runner = new BTreeSearchRunner(btreeName, 10, numBatches, 8192, 25000, typeTraits, cmp);
+        	//LSMTreeRunner runner = new LSMTreeRunner(numBatches, 8192, 100, 8192, 250, typeTraits, cmp);
+        	//LSMTreeSearchRunner runner = new LSMTreeSearchRunner(100000, numBatches, 8192, 24750, 8192, 250, typeTraits, cmp); 
+            DataGenThread dataGen = new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, 30, 50, 10, false);
+            dataGen.start();
+            runner.reset();
+            times[i] = runner.runExperiment(dataGen, numThreads);
+            System.out.println("TIME " + i + ": " + times[i] + "ms");
+            runner.deinit();
+        }
+        long avgTime = 0;
+        for (int i = 0; i < repeats; i++) {
+            avgTime += times[i];
+        }
+        avgTime /= repeats;
+        System.out.println("AVG TIME: " + avgTime + "ms");
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java
new file mode 100644
index 0000000..ce6c27c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java
@@ -0,0 +1,171 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.tuples;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+import java.util.Random;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenUtils;
+import edu.uci.ics.hyracks.storage.am.common.datagen.IFieldValueGenerator;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeTuplesTest {
+
+    private final Random rnd = new Random(50);
+    
+    private ByteBuffer writeTuple(ITupleReference tuple, LSMBTreeTupleWriter tupleWriter) {
+        // Write tuple into a buffer, then later try to read it.
+        int bytesRequired = tupleWriter.bytesRequired(tuple);
+        byte[] bytes = new byte[bytesRequired];
+        ByteBuffer targetBuf = ByteBuffer.wrap(bytes);
+        tupleWriter.writeTuple(tuple, bytes, 0);
+        return targetBuf;
+    }
+    
+    private void testLSMBTreeTuple(ISerializerDeserializer[] maxFieldSerdes) throws HyracksDataException {        
+        // Create a tuple with the max-1 fields for checking setFieldCount() of tuple references later.
+        ITypeTraits[] maxTypeTraits = SerdeUtils.serdesToTypeTraits(maxFieldSerdes); 
+        IFieldValueGenerator[] maxFieldGens = DataGenUtils.getFieldGensFromSerdes(maxFieldSerdes, rnd, false);
+        // Generate a tuple with random field values.
+        Object[] maxFields = new Object[maxFieldSerdes.length];
+        for (int j = 0; j < maxFieldSerdes.length; j++) {
+            maxFields[j] = maxFieldGens[j].next();
+        }            
+        
+        // Run test for varying number of fields and keys.
+        for (int numKeyFields = 1; numKeyFields < maxFieldSerdes.length; numKeyFields++) {
+            // Create tuples with varying number of fields, and try to interpret their bytes with the lsmBTreeTuple.
+            for (int numFields = numKeyFields; numFields <= maxFieldSerdes.length; numFields++) {                
+                // Create and write tuple to bytes using an LSMBTreeTupleWriter.
+                LSMBTreeTupleWriter maxMatterTupleWriter = new LSMBTreeTupleWriter(maxTypeTraits, numKeyFields, false);
+                ITupleReference maxTuple = TupleUtils.createTuple(maxFieldSerdes, (Object[])maxFields);
+                ByteBuffer maxMatterBuf = writeTuple(maxTuple, maxMatterTupleWriter);
+                // Tuple reference should work for both matter and antimatter tuples (doesn't matter which factory creates it).
+                LSMBTreeTupleReference maxLsmBTreeTuple = (LSMBTreeTupleReference) maxMatterTupleWriter.createTupleReference();
+                
+                ISerializerDeserializer[] fieldSerdes = Arrays.copyOfRange(maxFieldSerdes, 0, numFields);
+                ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);                
+                IFieldValueGenerator[] fieldGens = DataGenUtils.getFieldGensFromSerdes(fieldSerdes, rnd, false);
+                // Generate a tuple with random field values.
+                Object[] fields = new Object[numFields];
+                for (int j = 0; j < numFields; j++) {
+                    fields[j] = fieldGens[j].next();
+                }            
+                // Create and write tuple to bytes using an LSMBTreeTupleWriter.
+                ITupleReference tuple = TupleUtils.createTuple(fieldSerdes, (Object[])fields);
+                LSMBTreeTupleWriter matterTupleWriter = new LSMBTreeTupleWriter(typeTraits, numKeyFields, false);
+                LSMBTreeTupleWriter antimatterTupleWriter = new LSMBTreeTupleWriter(typeTraits, numKeyFields, true);
+                LSMBTreeCopyTupleWriter copyTupleWriter = new LSMBTreeCopyTupleWriter(typeTraits, numKeyFields);
+                ByteBuffer matterBuf = writeTuple(tuple, matterTupleWriter);
+                ByteBuffer antimatterBuf = writeTuple(tuple, antimatterTupleWriter);
+
+                // The antimatter buf should only contain keys, sanity check the size.
+                if (numFields != numKeyFields) {
+                    assertTrue(antimatterBuf.array().length < matterBuf.array().length);
+                }
+
+                // Tuple reference should work for both matter and antimatter tuples (doesn't matter which factory creates it).
+                LSMBTreeTupleReference lsmBTreeTuple = (LSMBTreeTupleReference) matterTupleWriter.createTupleReference();                
+                
+                // Use LSMBTree tuple reference to interpret the written tuples.
+                // Repeat the block inside to test that repeated resetting to matter/antimatter tuples works.
+                for (int r = 0; r < 4; r++) {
+                    
+                    // Check matter tuple with lsmBTreeTuple.
+                    lsmBTreeTuple.resetByTupleOffset(matterBuf, 0);
+                    checkTuple(lsmBTreeTuple, numFields, false, fieldSerdes, fields);
+                    
+                    // Create a copy using copyTupleWriter, and verify again.
+                    ByteBuffer copyMatterBuf = writeTuple(lsmBTreeTuple, copyTupleWriter);
+                    lsmBTreeTuple.resetByTupleOffset(copyMatterBuf, 0);
+                    checkTuple(lsmBTreeTuple, numFields, false, fieldSerdes, fields);
+                    
+                    // Check antimatter tuple with lsmBTreeTuple.
+                    lsmBTreeTuple.resetByTupleOffset(antimatterBuf, 0);                                        
+                    // Should only contain keys.
+                    checkTuple(lsmBTreeTuple, numKeyFields, true, fieldSerdes, fields);
+                    
+                    // Create a copy using copyTupleWriter, and verify again.
+                    ByteBuffer copyAntimatterBuf = writeTuple(lsmBTreeTuple, copyTupleWriter);
+                    lsmBTreeTuple.resetByTupleOffset(copyAntimatterBuf, 0);
+                    // Should only contain keys.
+                    checkTuple(lsmBTreeTuple, numKeyFields, true, fieldSerdes, fields);
+                    
+                    // Check matter tuple with maxLsmBTreeTuple.
+                    // We should be able to manually set a prefix of the fields 
+                    // (the passed type traits in the tuple factory's constructor).
+                    maxLsmBTreeTuple.setFieldCount(numFields);
+                    maxLsmBTreeTuple.resetByTupleOffset(matterBuf, 0);
+                    checkTuple(maxLsmBTreeTuple, numFields, false, fieldSerdes, fields);
+                    
+                    // Check antimatter tuple with maxLsmBTreeTuple.
+                    maxLsmBTreeTuple.resetByTupleOffset(antimatterBuf, 0);
+                    // Should only contain keys.
+                    checkTuple(maxLsmBTreeTuple, numKeyFields, true, fieldSerdes, fields);
+                    
+                    // Resetting maxLsmBTreeTuple should set its field count to
+                    // maxFieldSerdes.length, based on the its type traits.
+                    maxLsmBTreeTuple.resetByTupleOffset(maxMatterBuf, 0);
+                    checkTuple(maxLsmBTreeTuple, maxFieldSerdes.length, false, maxFieldSerdes, maxFields);
+                }
+            }
+        }
+    }
+    
+    private void checkTuple(LSMBTreeTupleReference tuple, int expectedFieldCount, boolean expectedAntimatter, ISerializerDeserializer[] fieldSerdes, Object[] expectedFields) throws HyracksDataException {
+        assertEquals(expectedFieldCount, tuple.getFieldCount());
+        assertEquals(expectedAntimatter, tuple.isAntimatter());
+        Object[] deserMatterTuple = TupleUtils.deserializeTuple(tuple, fieldSerdes);
+        for (int j = 0; j < expectedFieldCount; j++) {
+            assertEquals(expectedFields[j], deserMatterTuple[j]);
+        }
+    }
+    
+    @Test
+    public void testLSMBTreeTuple() throws HyracksDataException {        
+        ISerializerDeserializer[] intFields = new IntegerSerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+        testLSMBTreeTuple(intFields);
+        
+        ISerializerDeserializer[] stringFields = new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        testLSMBTreeTuple(stringFields);
+        
+        ISerializerDeserializer[] mixedFields = new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+        testLSMBTreeTuple(mixedFields);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
new file mode 100644
index 0000000..f790fde
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
@@ -0,0 +1,84 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.util;
+
+import java.util.Collection;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+@SuppressWarnings("rawtypes")
+public final class LSMBTreeTestContext extends OrderedIndexTestContext {
+
+    public LSMBTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {
+        super(fieldSerdes, treeIndex);
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        LSMBTree lsmTree = (LSMBTree) index;
+        return lsmTree.getComparatorFactories().length;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        LSMBTree lsmTree = (LSMBTree) index;
+        return lsmTree.getComparatorFactories();
+    }
+
+    /**
+     * Override to provide upsert semantics for the check tuples.
+     */
+    @Override
+    public void insertCheckTuple(CheckTuple checkTuple, Collection<CheckTuple> checkTuples) {
+        upsertCheckTuple(checkTuple, checkTuples);
+    }
+
+    public static LSMBTreeTestContext create(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ISerializerDeserializer[] fieldSerdes,
+            int numKeyFields, ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider)
+            throws Exception {
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeyFields);
+        int[] bloomFilterKeyFields = new int[numKeyFields];
+        for (int i = 0; i < numKeyFields; ++i) {
+            bloomFilterKeyFields[i] = i;
+        }
+        LSMBTree lsmTree = LSMBTreeUtils.createLSMTree(memBufferCache, memFreePageManager, ioManager, file,
+                diskBufferCache, diskFileMapProvider, typeTraits, cmpFactories, bloomFilterKeyFields, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider);
+        LSMBTreeTestContext testCtx = new LSMBTreeTestContext(fieldSerdes, lsmTree);
+        return testCtx;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestHarness.java
new file mode 100644
index 0000000..9128607
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestHarness.java
@@ -0,0 +1,215 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.btree.util;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.SynchronousScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestUtils;
+
+public class LSMBTreeTestHarness {
+    protected static final Logger LOGGER = Logger.getLogger(LSMBTreeTestHarness.class.getName());
+
+    public static final BTreeLeafFrameType[] LEAF_FRAMES_TO_TEST = new BTreeLeafFrameType[] { BTreeLeafFrameType.REGULAR_NSM };
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int diskPageSize;
+    protected final int diskNumPages;
+    protected final int diskMaxOpenFiles;
+    protected final int memPageSize;
+    protected final int memNumPages;
+    protected final int hyracksFrameSize;
+
+    protected IOManager ioManager;
+    protected IBufferCache diskBufferCache;
+    protected IFileMapProvider diskFileMapProvider;
+    protected IInMemoryBufferCache memBufferCache;
+    protected IInMemoryFreePageManager memFreePageManager;
+    protected IHyracksTaskContext ctx;
+    protected ILSMIOOperationScheduler ioScheduler;
+    protected ILSMMergePolicy mergePolicy;
+    protected ILSMOperationTrackerFactory opTrackerFactory;
+    protected ILSMIOOperationCallbackProvider ioOpCallbackProvider;
+
+    protected final Random rnd = new Random();
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected String onDiskDir;
+    protected FileReference file;
+
+    public LSMBTreeTestHarness() {
+        this.diskPageSize = AccessMethodTestsConfig.LSM_BTREE_DISK_PAGE_SIZE;
+        this.diskNumPages = AccessMethodTestsConfig.LSM_BTREE_DISK_NUM_PAGES;
+        this.diskMaxOpenFiles = AccessMethodTestsConfig.LSM_BTREE_DISK_MAX_OPEN_FILES;
+        this.memPageSize = AccessMethodTestsConfig.LSM_BTREE_MEM_PAGE_SIZE;
+        this.memNumPages = AccessMethodTestsConfig.LSM_BTREE_MEM_NUM_PAGES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.LSM_BTREE_HYRACKS_FRAME_SIZE;
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        this.mergePolicy = NoMergePolicy.INSTANCE;
+        this.opTrackerFactory = ThreadCountingOperationTrackerFactory.INSTANCE;
+        this.ioOpCallbackProvider = NoOpIOOperationCallback.INSTANCE;
+    }
+
+    public LSMBTreeTestHarness(int diskPageSize, int diskNumPages, int diskMaxOpenFiles, int memPageSize,
+            int memNumPages, int hyracksFrameSize) {
+        this.diskPageSize = diskPageSize;
+        this.diskNumPages = diskNumPages;
+        this.diskMaxOpenFiles = diskMaxOpenFiles;
+        this.memPageSize = memPageSize;
+        this.memNumPages = memNumPages;
+        this.hyracksFrameSize = hyracksFrameSize;
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        this.mergePolicy = NoMergePolicy.INSTANCE;
+        this.opTrackerFactory = ThreadCountingOperationTrackerFactory.INSTANCE;
+    }
+
+    public void setUp() throws HyracksException {
+        onDiskDir = "lsm_btree_" + simpleDateFormat.format(new Date()) + sep;
+        file = new FileReference(new File(onDiskDir));
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(diskPageSize, diskNumPages, diskMaxOpenFiles);
+        diskBufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        diskFileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        memBufferCache = new InMemoryBufferCache(new HeapBufferAllocator(), memPageSize, memNumPages,
+                new TransientFileMapManager());
+        memFreePageManager = new InMemoryFreePageManager(memNumPages, new LIFOMetaDataFrameFactory());
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        rnd.setSeed(RANDOM_SEED);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        diskBufferCache.close();
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File dir = new File(dev.getPath(), onDiskDir);
+            FilenameFilter filter = new FilenameFilter() {
+                public boolean accept(File dir, String name) {
+                    return !name.startsWith(".");
+                }
+            };
+            String[] files = dir.list(filter);
+            if (files != null) {
+                for (String fileName : files) {
+                    File file = new File(dir.getPath() + File.separator + fileName);
+                    file.delete();
+                }
+            }
+            dir.delete();
+        }
+    }
+
+    public int getDiskPageSize() {
+        return diskPageSize;
+    }
+
+    public int getDiskNumPages() {
+        return diskNumPages;
+    }
+
+    public int getDiskMaxOpenFiles() {
+        return diskMaxOpenFiles;
+    }
+
+    public int getMemPageSize() {
+        return memPageSize;
+    }
+
+    public int getMemNumPages() {
+        return memNumPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public IOManager getIOManager() {
+        return ioManager;
+    }
+
+    public IBufferCache getDiskBufferCache() {
+        return diskBufferCache;
+    }
+
+    public IFileMapProvider getDiskFileMapProvider() {
+        return diskFileMapProvider;
+    }
+
+    public IInMemoryBufferCache getMemBufferCache() {
+        return memBufferCache;
+    }
+
+    public IInMemoryFreePageManager getMemFreePageManager() {
+        return memFreePageManager;
+    }
+
+    public IHyracksTaskContext getHyracksTastContext() {
+        return ctx;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return ioScheduler;
+    }
+
+    public ILSMOperationTrackerFactory getOperationTrackerFactory() {
+        return opTrackerFactory;
+    }
+
+    public ILSMMergePolicy getMergePolicy() {
+        return mergePolicy;
+    }
+
+    public ILSMIOOperationCallbackProvider getIOOperationCallbackProvider() {
+        return ioOpCallbackProvider;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml
new file mode 100644
index 0000000..9656141
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml
@@ -0,0 +1,40 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-common-test</artifactId>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>  	
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-common</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyLSMIndexFileManager.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyLSMIndexFileManager.java
new file mode 100644
index 0000000..69e23bc
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyLSMIndexFileManager.java
@@ -0,0 +1,50 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class DummyLSMIndexFileManager extends AbstractLSMIndexFileManager {
+
+    public DummyLSMIndexFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory) {
+        super(ioManager, fileMapProvider, file, treeFactory, 0);
+    }
+
+    protected void cleanupAndGetValidFilesInternal(IODeviceHandle dev, FilenameFilter filter,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory, ArrayList<ComparableFileName> allFiles)
+            throws HyracksDataException, IndexException {
+        File dir = new File(dev.getPath(), baseDir);
+        String[] files = dir.list(filter);
+        for (String fileName : files) {
+            File file = new File(dir.getPath() + File.separator + fileName);
+            FileReference fileRef = new FileReference(file);
+            allFiles.add(new ComparableFileName(fileRef));
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyTreeFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyTreeFactory.java
new file mode 100644
index 0000000..8b22771
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyTreeFactory.java
@@ -0,0 +1,34 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common;
+
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+
+public class DummyTreeFactory extends TreeIndexFactory<ITreeIndex> {
+
+    public DummyTreeFactory() {
+        super(null, null, null, null, null, null, 0);
+    }
+
+    @Override
+    public ITreeIndex createIndexInstance(FileReference file) throws IndexException {
+        return null;
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/InMemoryBufferCacheTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/InMemoryBufferCacheTest.java
new file mode 100644
index 0000000..adba93d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/InMemoryBufferCacheTest.java
@@ -0,0 +1,64 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.fail;
+
+import java.util.HashSet;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
+
+public class InMemoryBufferCacheTest {
+    private static final int PAGE_SIZE = 256;
+    private static final int NUM_PAGES = 100;
+    private HashSet<ICachedPage> pinnedPages = new HashSet<ICachedPage>();
+
+    @Test
+    public void test01() throws Exception {
+        InMemoryBufferCache memBufferCache = new InMemoryBufferCache(new HeapBufferAllocator(), PAGE_SIZE, NUM_PAGES,
+                new TransientFileMapManager());
+        memBufferCache.open();
+        int dummyFileId = 0;
+        // Pin all pages, and make sure they return unique ICachedPages.
+        // We expect no overflow pages.
+        for (int i = 0; i < NUM_PAGES; i++) {
+            ICachedPage page = memBufferCache.pin(BufferedFileHandle.getDiskPageId(dummyFileId, i), false);
+            if (pinnedPages.contains(page)) {
+                fail("Id collision for ICachedPage, caused by id: " + i);
+            }
+            pinnedPages.add(page);
+            assertEquals(0, memBufferCache.getNumOverflowPages());
+        }
+        // Pin pages above capacity. We expect to be given new overflow pages.
+        // Going above capacity should be very rare, but nevertheless succeed.
+        for (int i = 0; i < 100; i++) {
+            ICachedPage page = memBufferCache.pin(BufferedFileHandle.getDiskPageId(dummyFileId, i + NUM_PAGES), false);
+            if (pinnedPages.contains(page)) {
+                fail("Id collision for ICachedPage, caused by overflow id: " + i);
+            }
+            pinnedPages.add(page);
+            assertEquals(i + 1, memBufferCache.getNumOverflowPages());
+        }
+        memBufferCache.close();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/InMemoryFreePageManagerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/InMemoryFreePageManagerTest.java
new file mode 100644
index 0000000..bd09a3f
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/InMemoryFreePageManagerTest.java
@@ -0,0 +1,65 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
+
+public class InMemoryFreePageManagerTest {
+
+    private final int NUM_PAGES = 100;
+    
+    private void testInMemoryFreePageManager(InMemoryFreePageManager memFreePageManager) throws HyracksDataException {
+        // The first two pages are reserved for the BTree's metadata page and
+        // root page.
+        // The "actual" capacity is therefore numPages - 2.
+        int capacity = memFreePageManager.getCapacity();
+        assertEquals(capacity, NUM_PAGES - 2);
+        for (int i = 0; i < capacity; i++) {
+            int pageId = memFreePageManager.getFreePage(null);
+            // The free pages start from page 2;
+            assertEquals(i + 2, pageId);
+            assertFalse(memFreePageManager.isFull());
+        }
+        // Start asking for 100 pages above the capacity.
+        // Asking for pages above the capacity should be very rare, but
+        // nevertheless succeed.
+        // We expect isFull() to return true.
+        for (int i = 0; i < 100; i++) {
+            int pageId = memFreePageManager.getFreePage(null);
+            assertEquals(capacity + i + 2, pageId);
+            assertTrue(memFreePageManager.isFull());
+        }
+    }
+    
+    @Test
+    public void test01() throws HyracksDataException {
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        InMemoryFreePageManager memFreePageManager = new InMemoryFreePageManager(NUM_PAGES, metaFrameFactory);
+        testInMemoryFreePageManager(memFreePageManager);
+        // We expect exactly the same behavior after a reset().
+        memFreePageManager.reset();
+        testInMemoryFreePageManager(memFreePageManager);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/LSMIndexFileManagerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/LSMIndexFileManagerTest.java
new file mode 100644
index 0000000..161f4ce
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/LSMIndexFileManagerTest.java
@@ -0,0 +1,274 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common;
+
+import static org.junit.Assert.assertEquals;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.io.IOException;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Date;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.concurrent.Executors;
+
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+
+public class LSMIndexFileManagerTest {
+    private static final int DEFAULT_PAGE_SIZE = 256;
+    private static final int DEFAULT_NUM_PAGES = 100;
+    private static final int DEFAULT_MAX_OPEN_FILES = 10;
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected IOManager ioManager;
+    protected IFileMapProvider fileMapProvider;
+    protected String baseDir;
+    protected FileReference file;
+
+    @Before
+    public void setUp() throws HyracksException {
+        TestStorageManagerComponentHolder.init(DEFAULT_PAGE_SIZE, DEFAULT_NUM_PAGES, DEFAULT_MAX_OPEN_FILES);
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        fileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(null);
+        baseDir = "lsm_tree" + simpleDateFormat.format(new Date()) + sep;
+        File f = new File(baseDir);
+        f.mkdirs();
+        file = new FileReference(f);
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        File f = new File(baseDir);
+        f.deleteOnExit();
+    }
+
+    public void sortOrderTest(boolean testFlushFileName) throws InterruptedException, HyracksDataException {
+        ILSMIndexFileManager fileManager = new DummyLSMIndexFileManager(ioManager, fileMapProvider, file,
+                new DummyTreeFactory());
+        LinkedList<String> fileNames = new LinkedList<String>();
+
+        int numFileNames = 100;
+        long sleepTime = 5;
+        for (int i = 0; i < numFileNames; i++) {
+            String flushFileName = (String) fileManager.getRelFlushFileReference().getInsertIndexFileReference()
+                    .getFile().getName();
+            if (testFlushFileName) {
+                fileNames.addFirst(flushFileName);
+            }
+            Thread.sleep(sleepTime);
+            if (!testFlushFileName) {
+                String secondFlushFileName = (String) fileManager.getRelFlushFileReference()
+                        .getInsertIndexFileReference().getFile().getName();
+                String mergeFileName = getMergeFileName(fileManager, flushFileName, secondFlushFileName);
+                fileNames.addFirst(mergeFileName);
+                Thread.sleep(sleepTime);
+            }
+        }
+
+        List<String> sortedFileNames = new ArrayList<String>();
+        sortedFileNames.addAll(fileNames);
+
+        // Make sure the comparator sorts in the correct order (i.e., the
+        // reverse insertion order in this case).
+        Comparator<String> cmp = fileManager.getFileNameComparator();
+        Collections.sort(sortedFileNames, cmp);
+        for (int i = 0; i < numFileNames; i++) {
+            assertEquals(fileNames.get(i), sortedFileNames.get(i));
+        }
+    }
+
+    @Test
+    public void flushAndMergeFilesSortOrderTest() throws InterruptedException, HyracksDataException {
+        sortOrderTest(true);
+        sortOrderTest(false);
+    }
+
+    public void cleanInvalidFilesTest(IOManager ioManager) throws InterruptedException, IOException, IndexException {
+        ILSMIndexFileManager fileManager = new DummyLSMIndexFileManager(ioManager, fileMapProvider, file,
+                new DummyTreeFactory());
+        fileManager.createDirs();
+
+        List<FileReference> flushFiles = new ArrayList<FileReference>();
+        List<FileReference> allFiles = new ArrayList<FileReference>();
+
+        int numFileNames = 100;
+        long sleepTime = 5;
+        // Generate a bunch of flush files.
+        for (int i = 0; i < numFileNames; i++) {
+            LSMComponentFileReferences relFlushFileRefs = fileManager.getRelFlushFileReference();
+            flushFiles.add(relFlushFileRefs.getInsertIndexFileReference());
+            Thread.sleep(sleepTime);
+        }
+        allFiles.addAll(flushFiles);
+
+        // Simulate merging some of the flush files.
+        // Merge range 0 to 4.
+        FileReference mergeFile1 = simulateMerge(fileManager, flushFiles.get(0), flushFiles.get(4));
+        allFiles.add(mergeFile1);
+        // Merge range 5 to 9.
+        FileReference mergeFile2 = simulateMerge(fileManager, flushFiles.get(5), flushFiles.get(9));
+        allFiles.add(mergeFile2);
+        // Merge range 10 to 19.
+        FileReference mergeFile3 = simulateMerge(fileManager, flushFiles.get(10), flushFiles.get(19));
+        allFiles.add(mergeFile3);
+        // Merge range 20 to 29.
+        FileReference mergeFile4 = simulateMerge(fileManager, flushFiles.get(20), flushFiles.get(29));
+        allFiles.add(mergeFile4);
+        // Merge range 50 to 79.
+        FileReference mergeFile5 = simulateMerge(fileManager, flushFiles.get(50), flushFiles.get(79));
+        allFiles.add(mergeFile5);
+
+        // Simulate merging of merge files.
+        FileReference mergeFile6 = simulateMerge(fileManager, mergeFile1, mergeFile2);
+        allFiles.add(mergeFile6);
+        FileReference mergeFile7 = simulateMerge(fileManager, mergeFile3, mergeFile4);
+        allFiles.add(mergeFile7);
+
+        // Create all files and set delete on exit for all files.
+        for (FileReference fileRef : allFiles) {
+            fileRef.getFile().createNewFile();
+            fileRef.getFile().deleteOnExit();
+        }
+
+        // Populate expected valid flush files.
+        List<String> expectedValidFiles = new ArrayList<String>();
+        for (int i = 30; i < 50; i++) {
+            expectedValidFiles.add(flushFiles.get(i).getFile().getName());
+        }
+        for (int i = 80; i < 100; i++) {
+            expectedValidFiles.add(flushFiles.get(i).getFile().getName());
+        }
+
+        // Populate expected valid merge files.
+        expectedValidFiles.add(mergeFile5.getFile().getName());
+        expectedValidFiles.add(mergeFile6.getFile().getName());
+        expectedValidFiles.add(mergeFile7.getFile().getName());
+
+        // Sort expected files.
+        Collections.sort(expectedValidFiles, fileManager.getFileNameComparator());
+
+        // Pass null and a dummy component finalizer. We don't test for physical consistency in this test.
+        List<LSMComponentFileReferences> lsmComonentFileReference = fileManager.cleanupAndGetValidFiles();
+
+        // Check actual files against expected files.
+        assertEquals(expectedValidFiles.size(), lsmComonentFileReference.size());
+        for (int i = 0; i < expectedValidFiles.size(); i++) {
+            assertEquals(expectedValidFiles.get(i), lsmComonentFileReference.get(i).getInsertIndexFileReference()
+                    .getFile().getName());
+        }
+
+        // Make sure invalid files were removed from all IODevices.
+        ArrayList<String> remainingFiles = new ArrayList<String>();
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File dir = new File(dev.getPath(), baseDir);
+            FilenameFilter filter = new FilenameFilter() {
+                public boolean accept(File dir, String name) {
+                    return !name.startsWith(".");
+                }
+            };
+            String[] files = dir.list(filter);
+            for (String file : files) {
+                File f = new File(file);
+                remainingFiles.add(f.getName());
+            }
+        }
+
+        Collections.sort(remainingFiles, fileManager.getFileNameComparator());
+        // Check actual files in directory against expected files.
+        assertEquals(expectedValidFiles.size(), remainingFiles.size());
+        for (int i = 0; i < expectedValidFiles.size(); i++) {
+            assertEquals(expectedValidFiles.get(i), remainingFiles.get(i));
+        }
+    }
+
+    @Test
+    public void singleIODeviceTest() throws InterruptedException, IOException, IndexException {
+        IOManager singleDeviceIOManager = createIOManager(1);
+        cleanInvalidFilesTest(singleDeviceIOManager);
+        cleanDirs(singleDeviceIOManager);
+    }
+
+    @Test
+    public void twoIODevicesTest() throws InterruptedException, IOException, IndexException {
+        IOManager twoDevicesIOManager = createIOManager(2);
+        cleanInvalidFilesTest(twoDevicesIOManager);
+        cleanDirs(twoDevicesIOManager);
+    }
+
+    @Test
+    public void fourIODevicesTest() throws InterruptedException, IOException, IndexException {
+        IOManager fourDevicesIOManager = createIOManager(4);
+        cleanInvalidFilesTest(fourDevicesIOManager);
+        cleanDirs(fourDevicesIOManager);
+    }
+
+    private void cleanDirs(IOManager ioManager) {
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File dir = new File(dev.getPath(), baseDir);
+            FilenameFilter filter = new FilenameFilter() {
+                public boolean accept(File dir, String name) {
+                    return !name.startsWith(".");
+                }
+            };
+            String[] files = dir.list(filter);
+            for (String file : files) {
+                File f = new File(file);
+                f.delete();
+            }
+        }
+    }
+
+    private IOManager createIOManager(int numDevices) throws HyracksException {
+        List<IODeviceHandle> devices = new ArrayList<IODeviceHandle>();
+        for (int i = 0; i < numDevices; i++) {
+            String iodevPath = System.getProperty("java.io.tmpdir") + sep + "test_iodev" + i;
+            devices.add(new IODeviceHandle(new File(iodevPath), "wa"));
+        }
+        return new IOManager(devices, Executors.newCachedThreadPool());
+    }
+
+    private FileReference simulateMerge(ILSMIndexFileManager fileManager, FileReference a, FileReference b)
+            throws HyracksDataException {
+        LSMComponentFileReferences relMergeFileRefs = fileManager.getRelMergeFileReference(a.getFile().getName(), b
+                .getFile().getName());
+        return relMergeFileRefs.getInsertIndexFileReference();
+    }
+
+    private String getMergeFileName(ILSMIndexFileManager fileNameManager, String firstFile, String lastFile)
+            throws HyracksDataException {
+        File f1 = new File(firstFile);
+        File f2 = new File(lastFile);
+        return (String) fileNameManager.getRelMergeFileReference(f1.getName(), f2.getName())
+                .getInsertIndexFileReference().getFile().getName();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml
new file mode 100644
index 0000000..da53d0a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml
@@ -0,0 +1,49 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-storage-am-lsm-invertedindex-test</artifactId>
+
+	<parent>
+		<artifactId>hyracks-tests</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.4-SNAPSHOT</version>
+		<relativePath>..</relativePath>
+	</parent>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.7</source>
+					<target>1.7</target>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+	<dependencies>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-test-support</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-data-std</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>test</scope>
+		</dependency>
+	</dependencies>
+
+</project>
\ No newline at end of file
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..fcb78ad
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public LSMInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.LSM, true, 1);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..4e2fe37
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+
+    public LSMInvertedIndexDeleteTest() {
+        super(InvertedIndexType.LSM, false);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java
new file mode 100644
index 0000000..e9a1c75
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+
+    public LSMInvertedIndexInsertTest() {
+        super(InvertedIndexType.LSM, false, 1);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java
new file mode 100644
index 0000000..811919b
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java
@@ -0,0 +1,66 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public class LSMInvertedIndexMergeTest extends AbstractInvertedIndexLoadTest {
+
+    private final int maxTreesToMerge = AccessMethodTestsConfig.LSM_INVINDEX_MAX_TREES_TO_MERGE;
+
+    public LSMInvertedIndexMergeTest() {
+        super(InvertedIndexType.LSM, true, 1);
+    }
+
+    @Override
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+        ILSMIndexAccessor invIndexAccessor = (ILSMIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+
+        for (int i = 0; i < maxTreesToMerge; i++) {
+            for (int j = 0; j < i; j++) {
+                if (bulkLoad) {
+                    LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+                } else {
+                    LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+                }
+            }
+            // Perform merge.
+            invIndexAccessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE);
+            validateAndCheckIndex(testCtx);
+            runTinySearchWorkload(testCtx, tupleGen);
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMultiBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMultiBulkLoadTest.java
new file mode 100644
index 0000000..adfb689
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMultiBulkLoadTest.java
@@ -0,0 +1,27 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexMultiBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public LSMInvertedIndexMultiBulkLoadTest() {
+        super(InvertedIndexType.LSM, true, AccessMethodTestsConfig.LSM_INVINDEX_NUM_BULKLOAD_ROUNDS);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java
new file mode 100644
index 0000000..1528e20
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public LSMInvertedIndexSearchTest() {
+        super(InvertedIndexType.LSM, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..f7a36f0
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexBulkLoadTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public PartitionedLSMInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, true, 1);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..4fd529b
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexDeleteTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+
+    public PartitionedLSMInvertedIndexDeleteTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, false);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexInsertTest.java
new file mode 100644
index 0000000..4608f81
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexInsertTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+
+    public PartitionedLSMInvertedIndexInsertTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, false, 1);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexMergeTest.java
new file mode 100644
index 0000000..786afe1
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexMergeTest.java
@@ -0,0 +1,66 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public class PartitionedLSMInvertedIndexMergeTest extends AbstractInvertedIndexLoadTest {
+
+    private final int maxTreesToMerge = AccessMethodTestsConfig.LSM_INVINDEX_MAX_TREES_TO_MERGE;
+
+    public PartitionedLSMInvertedIndexMergeTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, true, 1);
+    }
+
+    @Override
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+        ILSMIndexAccessor invIndexAccessor = (ILSMIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+
+        for (int i = 0; i < maxTreesToMerge; i++) {
+            for (int j = 0; j < i; j++) {
+                if (bulkLoad) {
+                    LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+                } else {
+                    LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+                }
+            }
+            // Perform merge.
+            invIndexAccessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE);
+            validateAndCheckIndex(testCtx);
+            runTinySearchWorkload(testCtx, tupleGen);
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexMultiBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexMultiBulkLoadTest.java
new file mode 100644
index 0000000..80a3c0b
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexMultiBulkLoadTest.java
@@ -0,0 +1,27 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexMultiBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public PartitionedLSMInvertedIndexMultiBulkLoadTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, true, AccessMethodTestsConfig.LSM_INVINDEX_NUM_BULKLOAD_ROUNDS);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexSearchTest.java
new file mode 100644
index 0000000..c8a7667
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexSearchTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public PartitionedLSMInvertedIndexSearchTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..f7783fb
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java
@@ -0,0 +1,100 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexDeleteTest extends AbstractInvertedIndexTest {
+
+    protected final int numInsertRounds = AccessMethodTestsConfig.LSM_INVINDEX_NUM_INSERT_ROUNDS;
+    protected final int numDeleteRounds = AccessMethodTestsConfig.LSM_INVINDEX_NUM_DELETE_ROUNDS;
+    protected final boolean bulkLoad;
+
+    public AbstractInvertedIndexDeleteTest(InvertedIndexType invIndexType, boolean bulkLoad) {
+        super(invIndexType);
+        this.bulkLoad = bulkLoad;
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+
+        for (int i = 0; i < numInsertRounds; i++) {
+            // Start generating documents ids from 0 again.
+            tupleGen.reset();
+
+            if (bulkLoad) {
+                LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+            } else {
+                LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+            }
+
+            // Delete all documents in a couple of rounds.
+            int numTuplesPerDeleteRound = (int) Math.ceil((float) testCtx.getDocumentCorpus().size()
+                    / (float) numDeleteRounds);
+            for (int j = 0; j < numDeleteRounds; j++) {
+                LSMInvertedIndexTestUtils.deleteFromInvIndex(testCtx, harness.getRandom(), numTuplesPerDeleteRound);
+                validateAndCheckIndex(testCtx);
+                runTinySearchWorkload(testCtx, tupleGen);
+            }
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness, invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedWordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedWordInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void ngramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createNGramInvIndexTestContext(harness, invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java
new file mode 100644
index 0000000..c855cc4
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java
@@ -0,0 +1,89 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexLoadTest extends AbstractInvertedIndexTest {
+
+    protected final boolean bulkLoad;
+    protected final int numRounds;
+
+    public AbstractInvertedIndexLoadTest(InvertedIndexType invIndexType, boolean bulkLoad, int numRounds) {
+        super(invIndexType);
+        this.bulkLoad = bulkLoad;
+        this.numRounds = numRounds;
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+
+        for (int i = 0; i < numRounds; i++) {
+            if (bulkLoad) {
+                LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+            } else {
+                LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+            }
+            validateAndCheckIndex(testCtx);
+            runTinySearchWorkload(testCtx, tupleGen);
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness, invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedWordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedWordInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void ngramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createNGramInvIndexTestContext(harness, invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java
new file mode 100644
index 0000000..991ff59
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java
@@ -0,0 +1,128 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.EditDistanceSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.JaccardSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexSearchTest extends AbstractInvertedIndexTest {
+
+    protected final Logger LOGGER = Logger.getLogger(AbstractInvertedIndexSearchTest.class.getName());
+
+    protected int NUM_DOC_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_NUM_DOC_QUERIES;
+    protected int NUM_RANDOM_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_NUM_RANDOM_QUERIES;
+    protected final boolean bulkLoad;
+
+    public AbstractInvertedIndexSearchTest(InvertedIndexType invIndexType, boolean bulkLoad) {
+        super(invIndexType);
+        this.bulkLoad = bulkLoad;
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen,
+            List<IInvertedIndexSearchModifier> searchModifiers) throws IOException, IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+
+        if (bulkLoad) {
+            LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+        } else {
+            LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+        }
+        invIndex.validate();
+
+        for (IInvertedIndexSearchModifier searchModifier : searchModifiers) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Running searches with: " + searchModifier.toString());
+            }
+            LSMInvertedIndexTestUtils.testIndexSearch(testCtx, tupleGen, harness.getRandom(), NUM_DOC_QUERIES,
+                    NUM_RANDOM_QUERIES, searchModifier, SCAN_COUNT_ARRAY);
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+
+    private void testWordInvIndexIndex(LSMInvertedIndexTestContext testCtx) throws IOException, IndexException {
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        List<IInvertedIndexSearchModifier> searchModifiers = new ArrayList<IInvertedIndexSearchModifier>();
+        searchModifiers.add(new ConjunctiveSearchModifier());
+        searchModifiers.add(new JaccardSearchModifier(1.0f));
+        searchModifiers.add(new JaccardSearchModifier(0.9f));
+        searchModifiers.add(new JaccardSearchModifier(0.7f));
+        searchModifiers.add(new JaccardSearchModifier(0.5f));
+        runTest(testCtx, tupleGen, searchModifiers);
+    }
+
+    private void testNGramInvIndexIndex(LSMInvertedIndexTestContext testCtx) throws IOException, IndexException {
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        List<IInvertedIndexSearchModifier> searchModifiers = new ArrayList<IInvertedIndexSearchModifier>();
+        searchModifiers.add(new ConjunctiveSearchModifier());
+        searchModifiers.add(new JaccardSearchModifier(1.0f));
+        searchModifiers.add(new JaccardSearchModifier(0.9f));
+        searchModifiers.add(new JaccardSearchModifier(0.7f));
+        searchModifiers.add(new JaccardSearchModifier(0.5f));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 0));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 1));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 2));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 3));
+        runTest(testCtx, tupleGen, searchModifiers);
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness, invIndexType);
+        testWordInvIndexIndex(testCtx);
+    }
+
+    @Test
+    public void hashedWordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedWordInvIndexTestContext(harness,
+                invIndexType);
+        testWordInvIndexIndex(testCtx);
+    }
+
+    @Test
+    public void ngramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createNGramInvIndexTestContext(harness, invIndexType);
+        testNGramInvIndexIndex(testCtx);
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(harness,
+                invIndexType);
+        testNGramInvIndexIndex(testCtx);
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java
new file mode 100644
index 0000000..90a6d54
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java
@@ -0,0 +1,101 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.JaccardSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexTest {
+    protected final Logger LOGGER = Logger.getLogger(AbstractInvertedIndexTest.class.getName());
+
+    protected final LSMInvertedIndexTestHarness harness = new LSMInvertedIndexTestHarness();
+
+    protected final int NUM_DOCS_TO_INSERT = AccessMethodTestsConfig.LSM_INVINDEX_NUM_DOCS_TO_INSERT;
+    protected final int[] SCAN_COUNT_ARRAY = new int[AccessMethodTestsConfig.LSM_INVINDEX_SCAN_COUNT_ARRAY_SIZE];
+
+    protected final int TINY_WORKLOAD_NUM_DOC_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_TINY_NUM_DOC_QUERIES;
+    protected final int TINY_WORKLOAD_NUM_RANDOM_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_TINY_NUM_RANDOM_QUERIES;
+
+    // Note: The edit-distance search modifier is tested separately.
+    protected final IInvertedIndexSearchModifier[] TEST_SEARCH_MODIFIERS = new IInvertedIndexSearchModifier[] {
+            new ConjunctiveSearchModifier(), new JaccardSearchModifier(0.8f), new JaccardSearchModifier(0.5f) };
+
+    protected final InvertedIndexType invIndexType;
+
+    public AbstractInvertedIndexTest(InvertedIndexType invIndexType) {
+        this.invIndexType = invIndexType;
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    /**
+     * Validates the index, and compares it against the expected index.
+     * This test is only for verifying the integrity and correctness of the index,
+     * it does not ensure the correctness of index searches.
+     */
+    protected void validateAndCheckIndex(LSMInvertedIndexTestContext testCtx) throws HyracksDataException, IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Validating index: " + invIndex);
+        }
+        // Validate index and compare against expected index.
+        invIndex.validate();
+        if (invIndexType == InvertedIndexType.INMEMORY || invIndexType == InvertedIndexType.ONDISK) {
+            // This comparison method exercises different features of these types of inverted indexes.
+            LSMInvertedIndexTestUtils.compareActualAndExpectedIndexes(testCtx);
+        }
+        LSMInvertedIndexTestUtils.compareActualAndExpectedIndexesRangeSearch(testCtx);
+    }
+
+    /**
+     * Runs a workload of queries using different search modifiers, and verifies the correctness of the results.
+     */
+    protected void runTinySearchWorkload(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        for (IInvertedIndexSearchModifier searchModifier : TEST_SEARCH_MODIFIERS) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Running test workload with: " + searchModifier.toString());
+            }
+            LSMInvertedIndexTestUtils.testIndexSearch(testCtx, tupleGen, harness.getRandom(),
+                    TINY_WORKLOAD_NUM_DOC_QUERIES, TINY_WORKLOAD_NUM_RANDOM_QUERIES, searchModifier, SCAN_COUNT_ARRAY);
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java
new file mode 100644
index 0000000..5be1d6a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java
@@ -0,0 +1,216 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.SynchronousScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestUtils;
+
+public class LSMInvertedIndexTestHarness {
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int diskPageSize;
+    protected final int diskNumPages;
+    protected final int diskMaxOpenFiles;
+    protected final int memPageSize;
+    protected final int memNumPages;
+    protected final int hyracksFrameSize;
+
+    protected IOManager ioManager;
+    protected IBufferCache diskBufferCache;
+    protected IFileMapProvider diskFileMapProvider;
+    protected IInMemoryBufferCache memBufferCache;
+    protected IInMemoryFreePageManager memFreePageManager;
+    protected IHyracksTaskContext ctx;
+    protected ILSMIOOperationScheduler ioScheduler;
+    protected ILSMMergePolicy mergePolicy;
+    protected ILSMOperationTrackerFactory opTrackerFactory;
+    protected ILSMIOOperationCallbackProvider ioOpCallbackProvider;
+
+    protected final Random rnd = new Random();
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected String onDiskDir;
+    protected String btreeFileName = "btree_vocab";
+    protected String invIndexFileName = "inv_index";
+    protected FileReference invIndexFileRef;
+
+    public LSMInvertedIndexTestHarness() {
+        this.diskPageSize = AccessMethodTestsConfig.LSM_INVINDEX_DISK_PAGE_SIZE;
+        this.diskNumPages = AccessMethodTestsConfig.LSM_INVINDEX_DISK_NUM_PAGES;
+        this.diskMaxOpenFiles = AccessMethodTestsConfig.LSM_INVINDEX_DISK_MAX_OPEN_FILES;
+        this.memPageSize = AccessMethodTestsConfig.LSM_INVINDEX_MEM_PAGE_SIZE;
+        this.memNumPages = AccessMethodTestsConfig.LSM_INVINDEX_MEM_NUM_PAGES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.LSM_INVINDEX_HYRACKS_FRAME_SIZE;
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        this.mergePolicy = NoMergePolicy.INSTANCE;
+        this.opTrackerFactory = ThreadCountingOperationTrackerFactory.INSTANCE;
+        this.ioOpCallbackProvider = NoOpIOOperationCallback.INSTANCE;
+    }
+
+    public LSMInvertedIndexTestHarness(int diskPageSize, int diskNumPages, int diskMaxOpenFiles, int memPageSize,
+            int memNumPages, int hyracksFrameSize) {
+        this.diskPageSize = diskPageSize;
+        this.diskNumPages = diskNumPages;
+        this.diskMaxOpenFiles = diskMaxOpenFiles;
+        this.memPageSize = memPageSize;
+        this.memNumPages = memNumPages;
+        this.hyracksFrameSize = hyracksFrameSize;
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        this.mergePolicy = NoMergePolicy.INSTANCE;
+        this.opTrackerFactory = ThreadCountingOperationTrackerFactory.INSTANCE;
+    }
+
+    public void setUp() throws HyracksException {
+        onDiskDir = "lsm_invertedindex_" + simpleDateFormat.format(new Date()) + sep;
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(diskPageSize, diskNumPages, diskMaxOpenFiles);
+        diskBufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        diskFileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        memBufferCache = new DualIndexInMemoryBufferCache(new HeapBufferAllocator(), memPageSize, memNumPages);
+        memBufferCache.open();
+        memFreePageManager = new DualIndexInMemoryFreePageManager(memNumPages, new LIFOMetaDataFrameFactory());
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        rnd.setSeed(RANDOM_SEED);
+        invIndexFileRef = ioManager.getIODevices().get(0).createFileReference(onDiskDir + invIndexFileName);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        diskBufferCache.close();
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File dir = new File(dev.getPath(), onDiskDir);
+            FilenameFilter filter = new FilenameFilter() {
+                public boolean accept(File dir, String name) {
+                    return !name.startsWith(".");
+                }
+            };
+            String[] files = dir.list(filter);
+            if (files != null) {
+                for (String fileName : files) {
+                    File file = new File(dir.getPath() + File.separator + fileName);
+                    file.delete();
+                }
+            }
+            dir.delete();
+        }
+        memBufferCache.close();
+    }
+
+    public FileReference getInvListsFileRef() {
+        return invIndexFileRef;
+    }
+
+    public int getDiskPageSize() {
+        return diskPageSize;
+    }
+
+    public int getDiskNumPages() {
+        return diskNumPages;
+    }
+
+    public int getDiskMaxOpenFiles() {
+        return diskMaxOpenFiles;
+    }
+
+    public int getMemPageSize() {
+        return memPageSize;
+    }
+
+    public int getMemNumPages() {
+        return memNumPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public IOManager getIOManager() {
+        return ioManager;
+    }
+
+    public IBufferCache getDiskBufferCache() {
+        return diskBufferCache;
+    }
+
+    public IFileMapProvider getDiskFileMapProvider() {
+        return diskFileMapProvider;
+    }
+
+    public IInMemoryBufferCache getMemBufferCache() {
+        return memBufferCache;
+    }
+
+    public IInMemoryFreePageManager getMemFreePageManager() {
+        return memFreePageManager;
+    }
+
+    public IHyracksTaskContext getHyracksTastContext() {
+        return ctx;
+    }
+
+    public String getOnDiskDir() {
+        return onDiskDir;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return ioScheduler;
+    }
+
+    public ILSMOperationTrackerFactory getOperationTrackerFactory() {
+        return opTrackerFactory;
+    }
+
+    public ILSMMergePolicy getMergePolicy() {
+        return mergePolicy;
+    }
+
+    public ILSMIOOperationCallbackProvider getIOOperationCallbackProvider() {
+        return ioOpCallbackProvider;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..c71d996
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class InMemoryInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+    
+    public InMemoryInvertedIndexDeleteTest() {
+        super(InvertedIndexType.INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java
new file mode 100644
index 0000000..d2b883d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class InMemoryInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+    
+    public InMemoryInvertedIndexInsertTest() {
+        super(InvertedIndexType.INMEMORY, false, 1);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java
new file mode 100644
index 0000000..f3b3026
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class InMemoryInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public InMemoryInvertedIndexSearchTest() {
+        super(InvertedIndexType.INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..eac7765
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexDeleteTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedInMemoryInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+    
+    public PartitionedInMemoryInvertedIndexDeleteTest() {
+        super(InvertedIndexType.PARTITIONED_INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexInsertTest.java
new file mode 100644
index 0000000..8342efd
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexInsertTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedInMemoryInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+
+    public PartitionedInMemoryInvertedIndexInsertTest() {
+        super(InvertedIndexType.PARTITIONED_INMEMORY, false, 1);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexSearchTest.java
new file mode 100644
index 0000000..385d65d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexSearchTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedInMemoryInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public PartitionedInMemoryInvertedIndexSearchTest() {
+        super(InvertedIndexType.PARTITIONED_INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java
new file mode 100644
index 0000000..bd48068
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java
@@ -0,0 +1,162 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public class LSMInvertedIndexMultiThreadTest {
+
+    protected final Logger LOGGER = Logger.getLogger(LSMInvertedIndexMultiThreadTest.class.getName());
+
+    // Machine-specific number of threads to use for testing.
+    protected final int REGULAR_NUM_THREADS = Runtime.getRuntime().availableProcessors();
+    // Excessive number of threads for testing.
+    protected final int EXCESSIVE_NUM_THREADS = Runtime.getRuntime().availableProcessors() * 4;
+    protected final int NUM_OPERATIONS = AccessMethodTestsConfig.LSM_INVINDEX_MULTITHREAD_NUM_OPERATIONS;
+
+    protected final LSMInvertedIndexTestHarness harness = new LSMInvertedIndexTestHarness();
+    protected final LSMInvertedIndexWorkerFactory workerFactory = new LSMInvertedIndexWorkerFactory();
+    protected final ArrayList<TestWorkloadConf> workloadConfs = getTestWorkloadConf();
+
+    protected void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, int numThreads,
+            TestWorkloadConf conf, String dataMsg) throws InterruptedException, TreeIndexException, HyracksException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("LSMInvertedIndex MultiThread Test:\nData: " + dataMsg + "; Threads: " + numThreads
+                    + "; Workload: " + conf.toString() + ".");
+        }
+
+        // 4 batches per thread.
+        int batchSize = (NUM_OPERATIONS / numThreads) / 4;
+
+        LSMInvertedIndexMultiThreadTestDriver driver = new LSMInvertedIndexMultiThreadTestDriver(testCtx.getIndex(),
+                workerFactory, tupleGen.getFieldSerdes(), tupleGen.getFieldGens(), conf.ops, conf.opProbs);
+        driver.init();
+        long[] times = driver.run(numThreads, 1, NUM_OPERATIONS, batchSize);
+        testCtx.getIndex().validate();
+        driver.deinit();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("LSMInvertedIndex MultiThread Test Time: " + times[0] + "ms");
+        }
+    }
+
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Insert and merge workload.
+        TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
+
+        // Inserts mixed with point searches and scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH,
+                TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts, and deletes.
+        TestOperation[] insertDeleteUpdateOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateOps.length)));
+
+        // Inserts, deletes and merges.
+        TestOperation[] insertDeleteUpdateMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateMergeOps.length)));
+
+        // All operations except merge.
+        TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.POINT_SEARCH, TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
+
+        // All operations.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.POINT_SEARCH, TestOperation.SCAN, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException, InterruptedException {
+        String dataMsg = "Documents";
+        int[] numThreads = new int[] { REGULAR_NUM_THREADS, EXCESSIVE_NUM_THREADS };
+        for (int i = 0; i < numThreads.length; i++) {
+            for (TestWorkloadConf conf : workloadConfs) {
+                setUp();
+                LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness,
+                        getIndexType());
+                TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+                runTest(testCtx, tupleGen, numThreads[i], conf, dataMsg);
+                tearDown();
+            }
+        }
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException, InterruptedException {
+        String dataMsg = "Person Names";
+        int[] numThreads = new int[] { REGULAR_NUM_THREADS, EXCESSIVE_NUM_THREADS };
+        for (int i = 0; i < numThreads.length; i++) {
+            for (TestWorkloadConf conf : workloadConfs) {
+                setUp();
+                LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(
+                        harness, getIndexType());
+                TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+                runTest(testCtx, tupleGen, numThreads[i], conf, dataMsg);
+                tearDown();
+            }
+        }
+    }
+
+    protected InvertedIndexType getIndexType() {
+        return InvertedIndexType.LSM;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java
new file mode 100644
index 0000000..6159969
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java
@@ -0,0 +1,41 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IndexMultiThreadTestDriver;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.datagen.IFieldValueGenerator;
+
+@SuppressWarnings("rawtypes")
+public class LSMInvertedIndexMultiThreadTestDriver extends IndexMultiThreadTestDriver {
+
+    protected final IFieldValueGenerator[] fieldGens;
+
+    public LSMInvertedIndexMultiThreadTestDriver(IIndex index, IIndexTestWorkerFactory workerFactory,
+            ISerializerDeserializer[] fieldSerdes, IFieldValueGenerator[] fieldGens, TestOperation[] ops,
+            double[] opProbs) {
+        super(index, workerFactory, fieldSerdes, ops, opProbs);
+        this.fieldGens = fieldGens;
+    }
+
+    public DataGenThread createDatagenThread(int numThreads, int numBatches, int batchSize) {
+        return new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, fieldGens, RANDOM_SEED, 2 * numThreads);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java
new file mode 100644
index 0000000..d6bb3d3
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java
@@ -0,0 +1,129 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.JaccardSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+public class LSMInvertedIndexTestWorker extends AbstractIndexTestWorker {
+
+    protected final LSMInvertedIndex invIndex;
+    protected final List<ITupleReference> documentCorpus = new ArrayList<ITupleReference>();
+    protected final Random rnd = new Random(50);
+
+    protected final IInvertedIndexSearchModifier[] TEST_SEARCH_MODIFIERS = new IInvertedIndexSearchModifier[] {
+            new ConjunctiveSearchModifier(), new JaccardSearchModifier(0.8f), new JaccardSearchModifier(0.5f) };
+
+    public LSMInvertedIndexTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) {
+        super(dataGen, opSelector, index, numBatches);
+        invIndex = (LSMInvertedIndex) index;
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        LSMInvertedIndexAccessor accessor = (LSMInvertedIndexAccessor) indexAccessor;
+        IIndexCursor searchCursor = accessor.createSearchCursor();
+        IIndexCursor rangeSearchCursor = accessor.createRangeSearchCursor();
+        RangePredicate rangePred = new RangePredicate(null, null, true, true, null, null);
+        IBinaryTokenizerFactory tokenizerFactory = invIndex.getTokenizerFactory();
+        int searchModifierIndex = Math.abs(rnd.nextInt()) % TEST_SEARCH_MODIFIERS.length;
+        InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizerFactory.createTokenizer(),
+                TEST_SEARCH_MODIFIERS[searchModifierIndex]);
+
+        switch (op) {
+            case INSERT: {
+                insert(accessor, tuple);
+                break;
+            }
+
+            case DELETE: {
+                // Randomly pick a document from the corpus to delete.
+                if (!documentCorpus.isEmpty()) {
+                    int docIndex = Math.abs(rnd.nextInt()) % documentCorpus.size();
+                    ITupleReference deleteTuple = documentCorpus.get(docIndex);
+                    accessor.delete(deleteTuple);
+                    // Swap tupleIndex with last element.
+                    documentCorpus.set(docIndex, documentCorpus.get(documentCorpus.size() - 1));
+                    documentCorpus.remove(documentCorpus.size() - 1);
+                } else {
+                    // No existing documents to delete, treat this case as an insert.
+                    insert(accessor, tuple);
+                }
+                break;
+            }
+
+            case POINT_SEARCH: {
+                searchCursor.reset();
+                searchPred.setQueryTuple(tuple);
+                searchPred.setQueryFieldIndex(0);
+                try {
+                    accessor.search(searchCursor, searchPred);
+                    consumeCursorTuples(searchCursor);
+                } catch (OccurrenceThresholdPanicException e) {
+                    // Ignore.
+                }
+                break;
+            }
+
+            case SCAN: {
+                rangeSearchCursor.reset();
+                accessor.rangeSearch(rangeSearchCursor, rangePred);
+                consumeCursorTuples(rangeSearchCursor);
+                break;
+            }
+
+            case MERGE: {
+                accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE);
+                break;
+            }
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+
+    private void insert(LSMInvertedIndexAccessor accessor, ITupleReference tuple) throws HyracksDataException,
+            IndexException {
+        // Ignore ongoing merges. Do an insert instead.
+        accessor.insert(tuple);
+        // Add tuple to document corpus so we can delete it.
+        ITupleReference copyTuple = TupleUtils.copyTuple(tuple);
+        documentCorpus.add(copyTuple);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java
new file mode 100644
index 0000000..cce843b
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class LSMInvertedIndexWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
+        return new LSMInvertedIndexTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/PartitionedLSMInvertedIndexMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/PartitionedLSMInvertedIndexMultiThreadTest.java
new file mode 100644
index 0000000..1adaf61
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/PartitionedLSMInvertedIndexMultiThreadTest.java
@@ -0,0 +1,25 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexMultiThreadTest extends LSMInvertedIndexMultiThreadTest {
+
+    protected InvertedIndexType getIndexType() {
+        return InvertedIndexType.PARTITIONED_LSM;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java
new file mode 100644
index 0000000..3059062
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java
@@ -0,0 +1,75 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Random;
+
+import junit.framework.Assert;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAppender;
+
+public class FixedSizeFrameTupleTest {
+
+    private static int FRAME_SIZE = 4096;
+
+    private Random rnd = new Random(50);
+
+    /**
+     * This test verifies the correct behavior of the FixedSizeFrameTuple class.
+     * Frames containing FixedSizeFrameTuple's require neither tuple slots nor
+     * field slots. The tests inserts generated data into a frame until the
+     * frame is full, and then verifies the frame's contents.
+     * 
+     */
+    @Test
+    public void singleFieldTest() throws Exception {
+        ByteBuffer buffer = ByteBuffer.allocate(FRAME_SIZE);
+
+        ITypeTraits[] fields = new ITypeTraits[1];
+        fields[0] = IntegerPointable.TYPE_TRAITS;
+
+        FixedSizeFrameTupleAppender ftapp = new FixedSizeFrameTupleAppender(FRAME_SIZE, fields);
+        FixedSizeFrameTupleAccessor ftacc = new FixedSizeFrameTupleAccessor(FRAME_SIZE, fields);
+
+        boolean frameHasSpace = true;
+
+        ArrayList<Integer> check = new ArrayList<Integer>();
+
+        ftapp.reset(buffer, true);
+        while (frameHasSpace) {
+            int val = rnd.nextInt();
+            frameHasSpace = ftapp.append(val);
+            if (frameHasSpace) {
+                check.add(val);
+                ftapp.incrementTupleCount(1);
+            }
+        }
+
+        ftacc.reset(buffer);
+        for (int i = 0; i < ftacc.getTupleCount(); i++) {
+            int val = IntegerSerializerDeserializer.getInt(ftacc.getBuffer().array(), ftacc.getTupleStartOffset(i));
+            Assert.assertEquals(check.get(i).intValue(), val);
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..4813615
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class OnDiskInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public OnDiskInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.ONDISK, true, 1);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java
new file mode 100644
index 0000000..09432de
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java
@@ -0,0 +1,88 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+
+public class OnDiskInvertedIndexLifecycleTest extends AbstractIndexLifecycleTest {
+
+    private final LSMInvertedIndexTestHarness harness = new LSMInvertedIndexTestHarness();
+    private ITreeIndexFrame frame = null;
+
+    @Override
+    protected boolean persistentStateExists() throws Exception {
+        return harness.getInvListsFileRef().getFile().exists()
+                && ((OnDiskInvertedIndex) index).getBTree().getFileReference().getFile().exists();
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws Exception {
+        if (frame == null) {
+            frame = ((OnDiskInvertedIndex) index).getBTree().getLeafFrameFactory().createFrame();
+        }
+        return ((OnDiskInvertedIndex) index).getBTree().isEmptyTree(frame);
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        ITypeTraits[] tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS };
+        IBinaryComparatorFactory[] tokenCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
+                .of(UTF8StringPointable.FACTORY) };
+        ITypeTraits[] invListTypeTraits = new ITypeTraits[] { IntegerPointable.TYPE_TRAITS };
+        IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
+                .of(IntegerPointable.FACTORY) };
+        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
+        FileReference btreeFile = new FileReference(new File(harness.getInvListsFileRef().getFile().getPath() + "_btree"));
+        index = new OnDiskInvertedIndex(harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), invListBuilder,
+                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, harness.getInvListsFileRef(),
+                btreeFile);
+
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        index.deactivate();
+        index.destroy();
+        harness.tearDown();
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        // Do nothing.
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        // Do nothing.
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        // Do nothing.
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java
new file mode 100644
index 0000000..76d9200
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class OnDiskInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public OnDiskInvertedIndexSearchTest() {
+        super(InvertedIndexType.ONDISK, true);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..f641630
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexBulkLoadTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedOnDiskInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public PartitionedOnDiskInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.PARTITIONED_ONDISK, true, 1);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexSearchTest.java
new file mode 100644
index 0000000..4fa25ed
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexSearchTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedOnDiskInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public PartitionedOnDiskInvertedIndexSearchTest() {
+        super(InvertedIndexType.PARTITIONED_ONDISK, true);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java
new file mode 100644
index 0000000..33ea4f5
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java
@@ -0,0 +1,228 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.DataOutput;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+
+public class NGramTokenizerTest {
+
+    private char PRECHAR = '#';
+    private char POSTCHAR = '$';
+
+    private String str = "Jürgen S. Generic's Car";
+    private byte[] inputBuffer;
+
+    private int gramLength = 3;
+
+    private void getExpectedGrams(String s, int gramLength, ArrayList<String> grams, boolean prePost) {
+
+        String tmp = s.toLowerCase();
+        if (prePost) {
+            StringBuilder preBuilder = new StringBuilder();
+            for (int i = 0; i < gramLength - 1; i++) {
+                preBuilder.append(PRECHAR);
+            }
+            String pre = preBuilder.toString();
+
+            StringBuilder postBuilder = new StringBuilder();
+            for (int i = 0; i < gramLength - 1; i++) {
+                postBuilder.append(POSTCHAR);
+            }
+            String post = postBuilder.toString();
+
+            tmp = pre + s.toLowerCase() + post;
+        }
+
+        for (int i = 0; i < tmp.length() - gramLength + 1; i++) {
+            String gram = tmp.substring(i, i + gramLength);
+            grams.add(gram);
+        }
+    }
+
+    @Before
+    public void init() throws Exception {
+        // serialize string into bytes
+        ByteArrayOutputStream baos = new ByteArrayOutputStream();
+        DataOutput dos = new DataOutputStream(baos);
+        dos.writeUTF(str);
+        inputBuffer = baos.toByteArray();
+    }
+
+    void runTestNGramTokenizerWithCountedHashedUTF8Tokens(boolean prePost) throws IOException {
+        HashedUTF8NGramTokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
+        NGramUTF8StringBinaryTokenizer tokenizer = new NGramUTF8StringBinaryTokenizer(gramLength, prePost, false,
+                false, tokenFactory);
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        ArrayList<String> expectedGrams = new ArrayList<String>();
+        getExpectedGrams(str, gramLength, expectedGrams, prePost);
+        ArrayList<Integer> expectedHashedGrams = new ArrayList<Integer>();
+        HashMap<String, Integer> gramCounts = new HashMap<String, Integer>();
+        for (String s : expectedGrams) {
+            Integer count = gramCounts.get(s);
+            if (count == null) {
+                count = 1;
+                gramCounts.put(s, count);
+            } else {
+                count++;
+            }
+
+            int hash = tokenHash(s, count);
+            expectedHashedGrams.add(hash);
+        }
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            Integer hashedGram = in.readInt();
+
+            // System.out.println(hashedGram);
+
+            Assert.assertEquals(expectedHashedGrams.get(tokenCount), hashedGram);
+
+            tokenCount++;
+        }
+        // System.out.println("---------");
+    }
+
+    void runTestNGramTokenizerWithHashedUTF8Tokens(boolean prePost) throws IOException {
+        HashedUTF8NGramTokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
+        NGramUTF8StringBinaryTokenizer tokenizer = new NGramUTF8StringBinaryTokenizer(gramLength, prePost, true, false,
+                tokenFactory);
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        ArrayList<String> expectedGrams = new ArrayList<String>();
+        getExpectedGrams(str, gramLength, expectedGrams, prePost);
+        ArrayList<Integer> expectedHashedGrams = new ArrayList<Integer>();
+        for (String s : expectedGrams) {
+            int hash = tokenHash(s, 1);
+            expectedHashedGrams.add(hash);
+        }
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            Integer hashedGram = in.readInt();
+
+            // System.out.println(hashedGram);
+
+            Assert.assertEquals(expectedHashedGrams.get(tokenCount), hashedGram);
+
+            tokenCount++;
+        }
+        // System.out.println("---------");
+    }
+
+    void runTestNGramTokenizerWithUTF8Tokens(boolean prePost) throws IOException {
+        UTF8NGramTokenFactory tokenFactory = new UTF8NGramTokenFactory();
+        NGramUTF8StringBinaryTokenizer tokenizer = new NGramUTF8StringBinaryTokenizer(gramLength, prePost, true, false,
+                tokenFactory);
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        ArrayList<String> expectedGrams = new ArrayList<String>();
+        getExpectedGrams(str, gramLength, expectedGrams, prePost);
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            String strGram = in.readUTF();
+
+            // System.out.println("\"" + strGram + "\"");
+
+            Assert.assertEquals(expectedGrams.get(tokenCount), strGram);
+
+            tokenCount++;
+        }
+        // System.out.println("---------");
+    }
+
+    @Test
+    public void testNGramTokenizerWithCountedHashedUTF8Tokens() throws Exception {
+        runTestNGramTokenizerWithCountedHashedUTF8Tokens(false);
+        runTestNGramTokenizerWithCountedHashedUTF8Tokens(true);
+    }
+
+    @Test
+    public void testNGramTokenizerWithHashedUTF8Tokens() throws Exception {
+        runTestNGramTokenizerWithHashedUTF8Tokens(false);
+        runTestNGramTokenizerWithHashedUTF8Tokens(true);
+    }
+
+    @Test
+    public void testNGramTokenizerWithUTF8Tokens() throws IOException {
+        runTestNGramTokenizerWithUTF8Tokens(false);
+        runTestNGramTokenizerWithUTF8Tokens(true);
+    }
+
+    public int tokenHash(String token, int tokenCount) {
+        int h = AbstractUTF8Token.GOLDEN_RATIO_32;
+        for (int i = 0; i < token.length(); i++) {
+            h ^= token.charAt(i);
+            h *= AbstractUTF8Token.GOLDEN_RATIO_32;
+        }
+        return h + tokenCount;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java
new file mode 100644
index 0000000..3ff9304
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java
@@ -0,0 +1,210 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.DataOutput;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+
+import junit.framework.Assert;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+
+public class WordTokenizerTest {
+
+    private String text = "Hello World, I would like to inform you of the importance of Foo Bar. Yes, Foo Bar. Jürgen.";
+    private byte[] inputBuffer;
+
+    private ArrayList<String> expectedUTF8Tokens = new ArrayList<String>();
+    private ArrayList<Integer> expectedHashedUTF8Tokens = new ArrayList<Integer>();
+    private ArrayList<Integer> expectedCountedHashedUTF8Tokens = new ArrayList<Integer>();
+
+    private boolean isSeparator(char c) {
+        return !(Character.isLetterOrDigit(c) || Character.getType(c) == Character.OTHER_LETTER || Character.getType(c) == Character.OTHER_NUMBER);
+    }
+
+    private void tokenize(String text, ArrayList<String> tokens) {
+        String lowerCaseText = text.toLowerCase();
+        int startIx = 0;
+
+        // Skip separators at beginning of string.
+        while (isSeparator(lowerCaseText.charAt(startIx))) {
+            startIx++;
+        }
+        while (startIx < lowerCaseText.length()) {
+            while (startIx < lowerCaseText.length() && isSeparator(lowerCaseText.charAt(startIx))) {
+                startIx++;
+            }
+            int tokenStart = startIx;
+
+            while (startIx < lowerCaseText.length() && !isSeparator(lowerCaseText.charAt(startIx))) {
+                startIx++;
+            }
+            int tokenEnd = startIx;
+
+            // Emit token.
+            String token = lowerCaseText.substring(tokenStart, tokenEnd);
+
+            tokens.add(token);
+        }
+    }
+
+    @Before
+    public void init() throws IOException {
+        // serialize text into bytes
+        ByteArrayOutputStream baos = new ByteArrayOutputStream();
+        DataOutput dos = new DataOutputStream(baos);
+        dos.writeUTF(text);
+        inputBuffer = baos.toByteArray();
+
+        // init expected string tokens
+        tokenize(text, expectedUTF8Tokens);
+
+        // hashed tokens ignoring token count
+        for (int i = 0; i < expectedUTF8Tokens.size(); i++) {
+            int hash = tokenHash(expectedUTF8Tokens.get(i), 1);
+            expectedHashedUTF8Tokens.add(hash);
+        }
+
+        // hashed tokens using token count
+        HashMap<String, Integer> tokenCounts = new HashMap<String, Integer>();
+        for (int i = 0; i < expectedUTF8Tokens.size(); i++) {
+            Integer count = tokenCounts.get(expectedUTF8Tokens.get(i));
+            if (count == null) {
+                count = 1;
+                tokenCounts.put(expectedUTF8Tokens.get(i), count);
+            } else {
+                count++;
+            }
+
+            int hash = tokenHash(expectedUTF8Tokens.get(i), count);
+            expectedCountedHashedUTF8Tokens.add(hash);
+        }
+    }
+
+    @Test
+    public void testWordTokenizerWithCountedHashedUTF8Tokens() throws IOException {
+
+        HashedUTF8WordTokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
+        DelimitedUTF8StringBinaryTokenizer tokenizer = new DelimitedUTF8StringBinaryTokenizer(false, false,
+                tokenFactory);
+
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            Integer hashedToken = in.readInt();
+
+            Assert.assertEquals(hashedToken, expectedCountedHashedUTF8Tokens.get(tokenCount));
+
+            tokenCount++;
+        }
+    }
+
+    @Test
+    public void testWordTokenizerWithHashedUTF8Tokens() throws IOException {
+
+        HashedUTF8WordTokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
+        DelimitedUTF8StringBinaryTokenizer tokenizer = new DelimitedUTF8StringBinaryTokenizer(true, false, tokenFactory);
+
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            Integer hashedToken = in.readInt();
+
+            Assert.assertEquals(expectedHashedUTF8Tokens.get(tokenCount), hashedToken);
+
+            tokenCount++;
+        }
+    }
+
+    @Test
+    public void testWordTokenizerWithUTF8Tokens() throws IOException {
+
+        UTF8WordTokenFactory tokenFactory = new UTF8WordTokenFactory();
+        DelimitedUTF8StringBinaryTokenizer tokenizer = new DelimitedUTF8StringBinaryTokenizer(true, false, tokenFactory);
+
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            String strToken = in.readUTF();
+
+            Assert.assertEquals(expectedUTF8Tokens.get(tokenCount), strToken);
+
+            tokenCount++;
+        }
+    }
+
+    // JAQL Hash
+    public int tokenHash(String token, int tokenCount) {
+        int h = AbstractUTF8Token.GOLDEN_RATIO_32;
+        for (int i = 0; i < token.length(); i++) {
+            h ^= token.charAt(i);
+            h *= AbstractUTF8Token.GOLDEN_RATIO_32;
+        }
+        return h + tokenCount;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java
new file mode 100644
index 0000000..870e6d9
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java
@@ -0,0 +1,249 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.InvertedIndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+@SuppressWarnings("rawtypes")
+public class LSMInvertedIndexTestContext extends OrderedIndexTestContext {
+
+    public static enum InvertedIndexType {
+        INMEMORY,
+        ONDISK,
+        LSM,
+        PARTITIONED_INMEMORY,
+        PARTITIONED_ONDISK,
+        PARTITIONED_LSM
+    };
+
+    protected IInvertedIndex invIndex;
+    protected IBinaryComparatorFactory[] allCmpFactories;
+    protected IBinaryTokenizerFactory tokenizerFactory;
+    protected InvertedIndexType invIndexType;
+    protected InvertedIndexTokenizingTupleIterator indexTupleIter;
+    protected HashSet<Comparable> allTokens = new HashSet<Comparable>();
+    protected List<ITupleReference> documentCorpus = new ArrayList<ITupleReference>();
+
+    public LSMInvertedIndexTestContext(ISerializerDeserializer[] fieldSerdes, IIndex index,
+            IBinaryTokenizerFactory tokenizerFactory, InvertedIndexType invIndexType,
+            InvertedIndexTokenizingTupleIterator indexTupleIter) {
+        super(fieldSerdes, index);
+        invIndex = (IInvertedIndex) index;
+        this.tokenizerFactory = tokenizerFactory;
+        this.invIndexType = invIndexType;
+        this.indexTupleIter = indexTupleIter;
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        return fieldSerdes.length;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        if (allCmpFactories == null) {
+            // Concatenate token and inv-list comparators.
+            IInvertedIndex invIndex = (IInvertedIndex) index;
+            IBinaryComparatorFactory[] tokenCmpFactories = invIndex.getTokenCmpFactories();
+            IBinaryComparatorFactory[] invListCmpFactories = invIndex.getInvListCmpFactories();
+            int totalCmpCount = tokenCmpFactories.length + invListCmpFactories.length;
+            allCmpFactories = new IBinaryComparatorFactory[totalCmpCount];
+            for (int i = 0; i < tokenCmpFactories.length; i++) {
+                allCmpFactories[i] = tokenCmpFactories[i];
+            }
+            for (int i = 0; i < invListCmpFactories.length; i++) {
+                allCmpFactories[i + tokenCmpFactories.length] = invListCmpFactories[i];
+            }
+        }
+        return allCmpFactories;
+    }
+
+    public static LSMInvertedIndexTestContext create(LSMInvertedIndexTestHarness harness,
+            ISerializerDeserializer[] fieldSerdes, int tokenFieldCount, IBinaryTokenizerFactory tokenizerFactory,
+            InvertedIndexType invIndexType) throws IndexException {
+        ITypeTraits[] allTypeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] allCmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes,
+                fieldSerdes.length);
+        // Set token type traits and comparators.
+        ITypeTraits[] tokenTypeTraits = new ITypeTraits[tokenFieldCount];
+        IBinaryComparatorFactory[] tokenCmpFactories = new IBinaryComparatorFactory[tokenFieldCount];
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            tokenTypeTraits[i] = allTypeTraits[i];
+            tokenCmpFactories[i] = allCmpFactories[i];
+        }
+        // Set inverted-list element type traits and comparators.
+        int invListFieldCount = fieldSerdes.length - tokenFieldCount;
+        ITypeTraits[] invListTypeTraits = new ITypeTraits[invListFieldCount];
+        IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[invListFieldCount];
+        for (int i = 0; i < invListTypeTraits.length; i++) {
+            invListTypeTraits[i] = allTypeTraits[i + tokenFieldCount];
+            invListCmpFactories[i] = allCmpFactories[i + tokenFieldCount];
+        }
+        // Create index and test context.        
+        IInvertedIndex invIndex;
+        switch (invIndexType) {
+            case INMEMORY: {
+                invIndex = InvertedIndexUtils.createInMemoryBTreeInvertedindex(harness.getMemBufferCache(),
+                        harness.getMemFreePageManager(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, tokenizerFactory);
+                break;
+            }
+            case PARTITIONED_INMEMORY: {
+                invIndex = InvertedIndexUtils.createPartitionedInMemoryBTreeInvertedindex(harness.getMemBufferCache(),
+                        harness.getMemFreePageManager(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, tokenizerFactory);
+                break;
+            }
+            case ONDISK: {
+                invIndex = InvertedIndexUtils.createOnDiskInvertedIndex(harness.getDiskBufferCache(),
+                        harness.getDiskFileMapProvider(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, harness.getInvListsFileRef());
+                break;
+            }
+            case PARTITIONED_ONDISK: {
+                invIndex = InvertedIndexUtils.createPartitionedOnDiskInvertedIndex(harness.getDiskBufferCache(),
+                        harness.getDiskFileMapProvider(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, harness.getInvListsFileRef());
+                break;
+            }
+            case LSM: {
+                invIndex = InvertedIndexUtils.createLSMInvertedIndex(harness.getMemBufferCache(),
+                        harness.getMemFreePageManager(), harness.getDiskFileMapProvider(), invListTypeTraits,
+                        invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                        harness.getDiskBufferCache(), harness.getIOManager(), harness.getOnDiskDir(),
+                        harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                        harness.getIOOperationCallbackProvider());
+                break;
+            }
+            case PARTITIONED_LSM: {
+                invIndex = InvertedIndexUtils.createPartitionedLSMInvertedIndex(harness.getMemBufferCache(),
+                        harness.getMemFreePageManager(), harness.getDiskFileMapProvider(), invListTypeTraits,
+                        invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                        harness.getDiskBufferCache(), harness.getIOManager(), harness.getOnDiskDir(),
+                        harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                        harness.getIOOperationCallbackProvider());
+                break;
+            }
+            default: {
+                throw new InvertedIndexException("Unknow inverted-index type '" + invIndexType + "'.");
+            }
+        }
+        InvertedIndexTokenizingTupleIterator indexTupleIter = null;
+        switch (invIndexType) {
+            case INMEMORY:
+            case ONDISK:
+            case LSM: {
+                indexTupleIter = new InvertedIndexTokenizingTupleIterator(invIndex.getTokenTypeTraits().length,
+                        invIndex.getInvListTypeTraits().length, tokenizerFactory.createTokenizer());
+                break;
+            }
+            case PARTITIONED_INMEMORY:
+            case PARTITIONED_ONDISK:
+            case PARTITIONED_LSM: {
+                indexTupleIter = new PartitionedInvertedIndexTokenizingTupleIterator(
+                        invIndex.getTokenTypeTraits().length, invIndex.getInvListTypeTraits().length,
+                        tokenizerFactory.createTokenizer());
+                break;
+            }
+            default: {
+                throw new InvertedIndexException("Unknow inverted-index type '" + invIndexType + "'.");
+            }
+        }
+        LSMInvertedIndexTestContext testCtx = new LSMInvertedIndexTestContext(fieldSerdes, invIndex, tokenizerFactory,
+                invIndexType, indexTupleIter);
+        return testCtx;
+    }
+
+    public void insertCheckTuples(ITupleReference tuple, Collection<CheckTuple> checkTuples)
+            throws HyracksDataException {
+        documentCorpus.add(TupleUtils.copyTuple(tuple));
+        indexTupleIter.reset(tuple);
+        while (indexTupleIter.hasNext()) {
+            indexTupleIter.next();
+            ITupleReference insertTuple = indexTupleIter.getTuple();
+            CheckTuple checkTuple = createCheckTuple(insertTuple);
+            insertCheckTuple(checkTuple, checkTuples);
+            allTokens.add(checkTuple.getField(0));
+        }
+    }
+
+    public void deleteCheckTuples(ITupleReference tuple, Collection<CheckTuple> checkTuples)
+            throws HyracksDataException {
+        indexTupleIter.reset(tuple);
+        while (indexTupleIter.hasNext()) {
+            indexTupleIter.next();
+            ITupleReference insertTuple = indexTupleIter.getTuple();
+            CheckTuple checkTuple = createCheckTuple(insertTuple);
+            deleteCheckTuple(checkTuple, checkTuples);
+        }
+    }
+
+    public HashSet<Comparable> getAllTokens() {
+        return allTokens;
+    }
+
+    @SuppressWarnings("unchecked")
+    public CheckTuple createCheckTuple(ITupleReference tuple) throws HyracksDataException {
+        CheckTuple checkTuple = new CheckTuple(fieldSerdes.length, fieldSerdes.length);
+        for (int i = 0; i < fieldSerdes.length; i++) {
+            ByteArrayInputStream bains = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i));
+            DataInput in = new DataInputStream(bains);
+            Comparable field = (Comparable) fieldSerdes[i].deserialize(in);
+            checkTuple.appendField(field);
+        }
+        return checkTuple;
+    }
+
+    @Override
+    public void upsertCheckTuple(CheckTuple checkTuple, Collection<CheckTuple> checkTuples) {
+        throw new UnsupportedOperationException("Upsert not supported by inverted index.");
+    }
+
+    public IBinaryTokenizerFactory getTokenizerFactory() {
+        return tokenizerFactory;
+    }
+
+    public List<ITupleReference> getDocumentCorpus() {
+        return documentCorpus;
+    }
+
+    public InvertedIndexType getInvertedIndexType() {
+        return invIndexType;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java
new file mode 100644
index 0000000..97f78f3
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java
@@ -0,0 +1,568 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import static org.junit.Assert.fail;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Random;
+import java.util.SortedSet;
+import java.util.TreeSet;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.data.std.util.GrowableArray;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.ShortSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestUtils;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DocumentStringFieldValueGenerator;
+import edu.uci.ics.hyracks.storage.am.common.datagen.IFieldValueGenerator;
+import edu.uci.ics.hyracks.storage.am.common.datagen.PersonNameFieldValueGenerator;
+import edu.uci.ics.hyracks.storage.am.common.datagen.SortedIntegerFieldValueGenerator;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8NGramTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.ITokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.NGramUTF8StringBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8NGramTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+@SuppressWarnings("rawtypes")
+public class LSMInvertedIndexTestUtils {
+
+    public static final int TEST_GRAM_LENGTH = 3;
+
+    public static TupleGenerator createStringDocumentTupleGen(Random rnd) throws IOException {
+        IFieldValueGenerator[] fieldGens = new IFieldValueGenerator[2];
+        fieldGens[0] = new DocumentStringFieldValueGenerator(2, 10, 10000, rnd);
+        fieldGens[1] = new SortedIntegerFieldValueGenerator(0);
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+        TupleGenerator tupleGen = new TupleGenerator(fieldGens, fieldSerdes, 0);
+        return tupleGen;
+    }
+
+    public static TupleGenerator createPersonNamesTupleGen(Random rnd) throws IOException {
+        IFieldValueGenerator[] fieldGens = new IFieldValueGenerator[2];
+        fieldGens[0] = new PersonNameFieldValueGenerator(rnd, 0.5f);
+        fieldGens[1] = new SortedIntegerFieldValueGenerator(0);
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+        TupleGenerator tupleGen = new TupleGenerator(fieldGens, fieldSerdes, 0);
+        return tupleGen;
+    }
+
+    private static ISerializerDeserializer[] getNonHashedIndexFieldSerdes(InvertedIndexType invIndexType)
+            throws IndexException {
+        ISerializerDeserializer[] fieldSerdes = null;
+        switch (invIndexType) {
+            case INMEMORY:
+            case ONDISK:
+            case LSM: {
+                fieldSerdes = new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE,
+                        IntegerSerializerDeserializer.INSTANCE };
+                break;
+            }
+            case PARTITIONED_INMEMORY:
+            case PARTITIONED_ONDISK:
+            case PARTITIONED_LSM: {
+                // Such indexes also include the set-size for partitioning.
+                fieldSerdes = new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE,
+                        ShortSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+                break;
+            }
+            default: {
+                throw new IndexException("Unhandled inverted index type '" + invIndexType + "'.");
+            }
+        }
+        return fieldSerdes;
+    }
+
+    private static ISerializerDeserializer[] getHashedIndexFieldSerdes(InvertedIndexType invIndexType)
+            throws IndexException {
+        ISerializerDeserializer[] fieldSerdes = null;
+        switch (invIndexType) {
+            case INMEMORY:
+            case ONDISK:
+            case LSM: {
+                fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+                        IntegerSerializerDeserializer.INSTANCE };
+                break;
+            }
+            case PARTITIONED_INMEMORY:
+            case PARTITIONED_ONDISK:
+            case PARTITIONED_LSM: {
+                // Such indexes also include the set-size for partitioning.
+                fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+                        ShortSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+                break;
+            }
+            default: {
+                throw new IndexException("Unhandled inverted index type '" + invIndexType + "'.");
+            }
+        }
+        return fieldSerdes;
+    }
+
+    public static LSMInvertedIndexTestContext createWordInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = getNonHashedIndexFieldSerdes(invIndexType);
+        ITokenFactory tokenFactory = new UTF8WordTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
+                tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
+                fieldSerdes.length - 1, tokenizerFactory, invIndexType);
+        return testCtx;
+    }
+
+    public static LSMInvertedIndexTestContext createHashedWordInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = getHashedIndexFieldSerdes(invIndexType);
+        ITokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
+                tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
+                fieldSerdes.length - 1, tokenizerFactory, invIndexType);
+        return testCtx;
+    }
+
+    public static LSMInvertedIndexTestContext createNGramInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = getNonHashedIndexFieldSerdes(invIndexType);
+        ITokenFactory tokenFactory = new UTF8NGramTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new NGramUTF8StringBinaryTokenizerFactory(TEST_GRAM_LENGTH, true,
+                true, false, tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
+                fieldSerdes.length - 1, tokenizerFactory, invIndexType);
+        return testCtx;
+    }
+
+    public static LSMInvertedIndexTestContext createHashedNGramInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = getHashedIndexFieldSerdes(invIndexType);
+        ITokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new NGramUTF8StringBinaryTokenizerFactory(TEST_GRAM_LENGTH, true,
+                true, false, tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
+                fieldSerdes.length - 1, tokenizerFactory, invIndexType);
+        return testCtx;
+    }
+
+    public static void bulkLoadInvIndex(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, int numDocs)
+            throws IndexException, IOException {
+        SortedSet<CheckTuple> tmpMemIndex = new TreeSet<CheckTuple>();
+        // First generate the expected index by inserting the documents one-by-one.
+        for (int i = 0; i < numDocs; i++) {
+            ITupleReference tuple = tupleGen.next();
+            testCtx.insertCheckTuples(tuple, tmpMemIndex);
+        }
+        ISerializerDeserializer[] fieldSerdes = testCtx.getFieldSerdes();
+
+        // Use the expected index to bulk-load the actual index.
+        IIndexBulkLoader bulkLoader = testCtx.getIndex().createBulkLoader(1.0f, false, numDocs);
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(testCtx.getFieldSerdes().length);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        Iterator<CheckTuple> checkTupleIter = tmpMemIndex.iterator();
+        while (checkTupleIter.hasNext()) {
+            CheckTuple checkTuple = checkTupleIter.next();
+            OrderedIndexTestUtils.createTupleFromCheckTuple(checkTuple, tupleBuilder, tuple, fieldSerdes);
+            bulkLoader.add(tuple);
+        }
+        bulkLoader.end();
+
+        // Add all check tuples from the temp index to the text context.
+        testCtx.getCheckTuples().addAll(tmpMemIndex);
+    }
+
+    public static void insertIntoInvIndex(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, int numDocs)
+            throws IOException, IndexException {
+        // InMemoryInvertedIndex only supports insert.
+        for (int i = 0; i < numDocs; i++) {
+            ITupleReference tuple = tupleGen.next();
+            testCtx.getIndexAccessor().insert(tuple);
+            testCtx.insertCheckTuples(tuple, testCtx.getCheckTuples());
+        }
+    }
+
+    public static void deleteFromInvIndex(LSMInvertedIndexTestContext testCtx, Random rnd, int numDocsToDelete)
+            throws HyracksDataException, IndexException {
+        List<ITupleReference> documentCorpus = testCtx.getDocumentCorpus();
+        for (int i = 0; i < numDocsToDelete && !documentCorpus.isEmpty(); i++) {
+            int size = documentCorpus.size();
+            int tupleIndex = Math.abs(rnd.nextInt()) % size;
+            ITupleReference deleteTuple = documentCorpus.get(tupleIndex);
+            testCtx.getIndexAccessor().delete(deleteTuple);
+            testCtx.deleteCheckTuples(deleteTuple, testCtx.getCheckTuples());
+            // Swap tupleIndex with last element.
+            documentCorpus.set(tupleIndex, documentCorpus.get(size - 1));
+            documentCorpus.remove(size - 1);
+        }
+    }
+
+    /**
+     * Compares actual and expected indexes using the rangeSearch() method of the inverted-index accessor.
+     */
+    public static void compareActualAndExpectedIndexesRangeSearch(LSMInvertedIndexTestContext testCtx)
+            throws HyracksDataException, IndexException {
+        IInvertedIndex invIndex = (IInvertedIndex) testCtx.getIndex();
+        int tokenFieldCount = invIndex.getTokenTypeTraits().length;
+        int invListFieldCount = invIndex.getInvListTypeTraits().length;
+        IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IIndexCursor invIndexCursor = invIndexAccessor.createRangeSearchCursor();
+        MultiComparator tokenCmp = MultiComparator.create(invIndex.getTokenCmpFactories());
+        IBinaryComparatorFactory[] tupleCmpFactories = new IBinaryComparatorFactory[tokenFieldCount + invListFieldCount];
+        for (int i = 0; i < tokenFieldCount; i++) {
+            tupleCmpFactories[i] = invIndex.getTokenCmpFactories()[i];
+        }
+        for (int i = 0; i < invListFieldCount; i++) {
+            tupleCmpFactories[tokenFieldCount + i] = invIndex.getInvListCmpFactories()[i];
+        }
+        MultiComparator tupleCmp = MultiComparator.create(tupleCmpFactories);
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, tokenCmp, tokenCmp);
+        invIndexAccessor.rangeSearch(invIndexCursor, nullPred);
+
+        // Helpers for generating a serialized inverted-list element from a CheckTuple from the expected index.
+        ISerializerDeserializer[] fieldSerdes = testCtx.getFieldSerdes();
+        ArrayTupleBuilder expectedBuilder = new ArrayTupleBuilder(fieldSerdes.length);
+        ArrayTupleReference expectedTuple = new ArrayTupleReference();
+
+        Iterator<CheckTuple> expectedIter = testCtx.getCheckTuples().iterator();
+
+        // Compare index elements.
+        try {
+            while (invIndexCursor.hasNext() && expectedIter.hasNext()) {
+                invIndexCursor.next();
+                ITupleReference actualTuple = invIndexCursor.getTuple();
+                CheckTuple expected = expectedIter.next();
+                OrderedIndexTestUtils.createTupleFromCheckTuple(expected, expectedBuilder, expectedTuple, fieldSerdes);
+                if (tupleCmp.compare(actualTuple, expectedTuple) != 0) {
+                    fail("Index entries differ for token '" + expected.getField(0) + "'.");
+                }
+            }
+            if (expectedIter.hasNext()) {
+                fail("Indexes do not match. Actual index is missing entries.");
+            }
+            if (invIndexCursor.hasNext()) {
+                fail("Indexes do not match. Actual index contains too many entries.");
+            }
+        } finally {
+            invIndexCursor.close();
+        }
+    }
+
+    /**
+     * Compares actual and expected indexes by comparing their inverted-lists one by one. Exercises the openInvertedListCursor() method of the inverted-index accessor.
+     */
+    @SuppressWarnings("unchecked")
+    public static void compareActualAndExpectedIndexes(LSMInvertedIndexTestContext testCtx)
+            throws HyracksDataException, IndexException {
+        IInvertedIndex invIndex = (IInvertedIndex) testCtx.getIndex();
+        ISerializerDeserializer[] fieldSerdes = testCtx.getFieldSerdes();
+        MultiComparator invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
+        IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) testCtx.getIndexAccessor();
+        int tokenFieldCount = invIndex.getTokenTypeTraits().length;
+        int invListFieldCount = invIndex.getInvListTypeTraits().length;
+        // All tokens that were inserted into the indexes.
+        Iterator<Comparable> tokensIter = testCtx.getAllTokens().iterator();
+
+        // Search key for finding an inverted-list in the actual index.
+        ArrayTupleBuilder searchKeyBuilder = new ArrayTupleBuilder(tokenFieldCount);
+        ArrayTupleReference searchKey = new ArrayTupleReference();
+        // Cursor over inverted list from actual index.
+        IInvertedListCursor actualInvListCursor = invIndexAccessor.createInvertedListCursor();
+
+        // Helpers for generating a serialized inverted-list element from a CheckTuple from the expected index.
+        ArrayTupleBuilder expectedBuilder = new ArrayTupleBuilder(fieldSerdes.length);
+        // Includes the token fields.
+        ArrayTupleReference completeExpectedTuple = new ArrayTupleReference();
+        // Field permutation and permuting tuple reference to strip away token fields from completeExpectedTuple.
+        int[] fieldPermutation = new int[invListFieldCount];
+        for (int i = 0; i < fieldPermutation.length; i++) {
+            fieldPermutation[i] = tokenFieldCount + i;
+        }
+        PermutingTupleReference expectedTuple = new PermutingTupleReference(fieldPermutation);
+
+        // Iterate over all tokens. Find the inverted-lists in actual and expected indexes. Compare the inverted lists,
+        while (tokensIter.hasNext()) {
+            Comparable token = tokensIter.next();
+
+            // Position inverted-list iterator on expected index.
+            CheckTuple checkLowKey = new CheckTuple(tokenFieldCount, tokenFieldCount);
+            checkLowKey.appendField(token);
+            CheckTuple checkHighKey = new CheckTuple(tokenFieldCount, tokenFieldCount);
+            checkHighKey.appendField(token);
+
+            SortedSet<CheckTuple> expectedInvList = OrderedIndexTestUtils.getPrefixExpectedSubset(
+                    testCtx.getCheckTuples(), checkLowKey, checkHighKey);
+            Iterator<CheckTuple> expectedInvListIter = expectedInvList.iterator();
+
+            // Position inverted-list cursor in actual index.
+            OrderedIndexTestUtils.createTupleFromCheckTuple(checkLowKey, searchKeyBuilder, searchKey, fieldSerdes);
+            invIndexAccessor.openInvertedListCursor(actualInvListCursor, searchKey);
+
+            if (actualInvListCursor.size() != expectedInvList.size()) {
+                fail("Actual and expected inverted lists for token '" + token.toString()
+                        + "' have different sizes. Actual size: " + actualInvListCursor.size() + ". Expected size: "
+                        + expectedInvList.size() + ".");
+            }
+            // Compare inverted-list elements.
+            int count = 0;
+            actualInvListCursor.pinPages();
+            try {
+                while (actualInvListCursor.hasNext() && expectedInvListIter.hasNext()) {
+                    actualInvListCursor.next();
+                    ITupleReference actual = actualInvListCursor.getTuple();
+                    CheckTuple expected = expectedInvListIter.next();
+                    OrderedIndexTestUtils.createTupleFromCheckTuple(expected, expectedBuilder, completeExpectedTuple,
+                            fieldSerdes);
+                    expectedTuple.reset(completeExpectedTuple);
+                    if (invListCmp.compare(actual, expectedTuple) != 0) {
+                        fail("Inverted lists of token '" + token + "' differ at position " + count + ".");
+                    }
+                    count++;
+                }
+            } finally {
+                actualInvListCursor.unpinPages();
+            }
+        }
+    }
+
+    /**
+     * Determine the expected results with the simple ScanCount algorithm.
+     */
+    public static void getExpectedResults(int[] scanCountArray, TreeSet<CheckTuple> checkTuples,
+            ITupleReference searchDocument, IBinaryTokenizer tokenizer, ISerializerDeserializer tokenSerde,
+            IInvertedIndexSearchModifier searchModifier, List<Integer> expectedResults, InvertedIndexType invIndexType)
+            throws IOException {
+        boolean isPartitioned = false;
+        switch (invIndexType) {
+            case INMEMORY:
+            case ONDISK:
+            case LSM: {
+                isPartitioned = false;
+                break;
+            }
+            case PARTITIONED_INMEMORY:
+            case PARTITIONED_ONDISK:
+            case PARTITIONED_LSM: {
+                isPartitioned = true;
+                break;
+            }
+        }
+        getExpectedResults(scanCountArray, checkTuples, searchDocument, tokenizer, tokenSerde, searchModifier,
+                expectedResults, isPartitioned);
+    }
+
+    @SuppressWarnings("unchecked")
+    public static void getExpectedResults(int[] scanCountArray, TreeSet<CheckTuple> checkTuples,
+            ITupleReference searchDocument, IBinaryTokenizer tokenizer, ISerializerDeserializer tokenSerde,
+            IInvertedIndexSearchModifier searchModifier, List<Integer> expectedResults, boolean isPartitioned)
+            throws IOException {
+        // Reset scan count array.
+        Arrays.fill(scanCountArray, 0);
+        expectedResults.clear();
+
+        GrowableArray tokenData = new GrowableArray();
+        tokenizer.reset(searchDocument.getFieldData(0), searchDocument.getFieldStart(0),
+                searchDocument.getFieldLength(0));
+        // Run though tokenizer to get number of tokens.
+        int numQueryTokens = 0;
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+            numQueryTokens++;
+        }
+        short numTokensLowerBound = -1;
+        short numTokensUpperBound = -1;
+        int invListElementField = 1;
+        if (isPartitioned) {
+            numTokensLowerBound = searchModifier.getNumTokensLowerBound((short) numQueryTokens);
+            numTokensUpperBound = searchModifier.getNumTokensUpperBound((short) numQueryTokens);
+            invListElementField = 2;
+        }
+        int occurrenceThreshold = searchModifier.getOccurrenceThreshold(numQueryTokens);
+        tokenizer.reset(searchDocument.getFieldData(0), searchDocument.getFieldStart(0),
+                searchDocument.getFieldLength(0));
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+            IToken token = tokenizer.getToken();
+            tokenData.reset();
+            token.serializeToken(tokenData);
+            ByteArrayInputStream inStream = new ByteArrayInputStream(tokenData.getByteArray(), 0, tokenData.getLength());
+            DataInput dataIn = new DataInputStream(inStream);
+            Comparable tokenObj = (Comparable) tokenSerde.deserialize(dataIn);
+            CheckTuple lowKey;
+            if (numTokensLowerBound < 0) {
+                // Index is not partitioned, or no length filtering is possible for this search modifier.
+                lowKey = new CheckTuple(1, 1);
+                lowKey.appendField(tokenObj);
+            } else {
+                // Index is length partitioned, and search modifier supports length filtering.
+                lowKey = new CheckTuple(2, 2);
+                lowKey.appendField(tokenObj);
+                lowKey.appendField(Short.valueOf(numTokensLowerBound));
+            }
+            CheckTuple highKey;
+            if (numTokensUpperBound < 0) {
+                // Index is not partitioned, or no length filtering is possible for this search modifier.
+                highKey = new CheckTuple(1, 1);
+                highKey.appendField(tokenObj);
+            } else {
+                // Index is length partitioned, and search modifier supports length filtering.
+                highKey = new CheckTuple(2, 2);
+                highKey.appendField(tokenObj);
+                highKey.appendField(Short.valueOf(numTokensUpperBound));
+            }
+
+            // Get view over check tuples containing inverted-list corresponding to token. 
+            SortedSet<CheckTuple> invList = OrderedIndexTestUtils.getPrefixExpectedSubset(checkTuples, lowKey, highKey);
+            Iterator<CheckTuple> invListIter = invList.iterator();
+            // Iterate over inverted list and update scan count array.
+            while (invListIter.hasNext()) {
+                CheckTuple checkTuple = invListIter.next();
+                Integer element = (Integer) checkTuple.getField(invListElementField);
+                scanCountArray[element]++;
+            }
+        }
+
+        // Run through scan count array, and see whether elements satisfy the given occurrence threshold.
+        expectedResults.clear();
+        for (int i = 0; i < scanCountArray.length; i++) {
+            if (scanCountArray[i] >= occurrenceThreshold) {
+                expectedResults.add(i);
+            }
+        }
+    }
+
+    public static void testIndexSearch(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, Random rnd,
+            int numDocQueries, int numRandomQueries, IInvertedIndexSearchModifier searchModifier, int[] scanCountArray)
+            throws IOException, IndexException {
+        IInvertedIndex invIndex = testCtx.invIndex;
+        IInvertedIndexAccessor accessor = (IInvertedIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IBinaryTokenizer tokenizer = testCtx.getTokenizerFactory().createTokenizer();
+        InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizer, searchModifier);
+        List<ITupleReference> documentCorpus = testCtx.getDocumentCorpus();
+        // Project away the primary-key field.
+        int[] fieldPermutation = new int[] { 0 };
+        PermutingTupleReference searchDocument = new PermutingTupleReference(fieldPermutation);
+
+        IIndexCursor resultCursor = accessor.createSearchCursor();
+        int numQueries = numDocQueries + numRandomQueries;
+        for (int i = 0; i < numQueries; i++) {
+            // If number of documents in the corpus is less than numDocQueries, then replace the remaining ones with random queries.
+            if (i >= numDocQueries || i >= documentCorpus.size()) {
+                // Generate a random query.
+                ITupleReference randomQuery = tupleGen.next();
+                searchDocument.reset(randomQuery);
+            } else {
+                // Pick a random document from the corpus to use as the search query.
+                int queryIndex = Math.abs(rnd.nextInt() % documentCorpus.size());
+                searchDocument.reset(documentCorpus.get(queryIndex));
+            }
+
+            // Set query tuple in search predicate.
+            searchPred.setQueryTuple(searchDocument);
+            searchPred.setQueryFieldIndex(0);
+
+            resultCursor.reset();
+            boolean panic = false;
+            try {
+                accessor.search(resultCursor, searchPred);
+            } catch (OccurrenceThresholdPanicException e) {
+                // ignore panic queries.
+                panic = true;
+            }
+
+            try {
+                if (!panic) {
+                    // Consume cursor and deserialize results so we can sort them. Some search cursors may not deliver the result sorted (e.g., LSM search cursor).
+                    ArrayList<Integer> actualResults = new ArrayList<Integer>();
+                    try {
+                        while (resultCursor.hasNext()) {
+                            resultCursor.next();
+                            ITupleReference resultTuple = resultCursor.getTuple();
+                            int actual = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
+                                    resultTuple.getFieldStart(0));
+                            actualResults.add(Integer.valueOf(actual));
+                        }
+                    } catch (OccurrenceThresholdPanicException e) {
+                        // Ignore panic queries.
+                        continue;
+                    }
+                    Collections.sort(actualResults);
+
+                    // Get expected results.
+                    List<Integer> expectedResults = new ArrayList<Integer>();
+                    LSMInvertedIndexTestUtils.getExpectedResults(scanCountArray, testCtx.getCheckTuples(),
+                            searchDocument, tokenizer, testCtx.getFieldSerdes()[0], searchModifier, expectedResults,
+                            testCtx.getInvertedIndexType());
+
+                    Iterator<Integer> expectedIter = expectedResults.iterator();
+                    Iterator<Integer> actualIter = actualResults.iterator();
+                    while (expectedIter.hasNext() && actualIter.hasNext()) {
+                        int expected = expectedIter.next();
+                        int actual = actualIter.next();
+                        if (actual != expected) {
+                            fail("Query results do not match. Encountered: " + actual + ". Expected: " + expected + "");
+                        }
+                    }
+                    if (expectedIter.hasNext()) {
+                        fail("Query results do not match. Actual results missing.");
+                    }
+                    if (actualIter.hasNext()) {
+                        fail("Query results do not match. Actual contains too many results.");
+                    }
+                }
+            } finally {
+                resultCursor.close();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml
new file mode 100644
index 0000000..984a6c0
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml
@@ -0,0 +1,40 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-rtree-test</artifactId>
+
+  <parent>
+    <groupId>edu.uci.ics.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.4-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-compiler-plugin</artifactId>
+        <version>2.0.2</version>
+        <configuration>
+          <source>1.7</source>
+          <target>1.7</target>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>  	
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-rtree</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.4-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeBulkLoadTest.java
new file mode 100644
index 0000000..995f18c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeBulkLoadTest.java
@@ -0,0 +1,68 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeBulkLoadTest;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeBulkLoadTest extends AbstractRTreeBulkLoadTest {
+
+    public LSMRTreeBulkLoadTest() {
+        super(1, AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType,
+                harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeDeleteTest.java
new file mode 100644
index 0000000..d72b668
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeDeleteTest.java
@@ -0,0 +1,68 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeDeleteTest;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeDeleteTest extends AbstractRTreeDeleteTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeDeleteTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType,
+                harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java
new file mode 100644
index 0000000..cba8cee
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java
@@ -0,0 +1,59 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeExamplesTest;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeExamplesTest extends AbstractRTreeExamplesTest {
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType) throws TreeIndexException {
+        return LSMRTreeUtils.createLSMTree(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, rtreePolicyType, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider(),
+                LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length));
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeInsertTest.java
new file mode 100644
index 0000000..96485f8
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeInsertTest.java
@@ -0,0 +1,68 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeInsertTest;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeInsertTest extends AbstractRTreeInsertTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeInsertTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType,
+                harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java
new file mode 100644
index 0000000..e72b3ca
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java
@@ -0,0 +1,84 @@
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.rtree.RTreeTestUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
+
+public class LSMRTreeLifecycleTest extends AbstractIndexLifecycleTest {
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils
+            .createPrimitiveValueProviderFactories(4, IntegerPointable.FACTORY);
+    private final int numKeys = 4;
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+    private final TreeIndexTestUtils titu = new RTreeTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+
+    @Override
+    protected boolean persistentStateExists() throws Exception {
+        // make sure all of the directories exist
+        for (IODeviceHandle handle : harness.getIOManager().getIODevices()) {
+            if (!new FileReference(handle, harness.getFileReference().getFile().getPath()).getFile().exists()) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws Exception {
+        return ((LSMRTree) index).isEmptyIndex();
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = LSMRTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE,
+                harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        index.deactivate();
+        index.destroy();
+        harness.tearDown();
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTest.java
new file mode 100644
index 0000000..1d07484
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTest.java
@@ -0,0 +1,67 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeMergeTest extends LSMRTreeMergeTestDriver {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeMergeTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType,
+                harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTestDriver.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTestDriver.java
new file mode 100644
index 0000000..f272942
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTestDriver.java
@@ -0,0 +1,83 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestDriver;
+import edu.uci.ics.hyracks.storage.am.rtree.RTreeTestUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public abstract class LSMRTreeMergeTestDriver extends AbstractRTreeTestDriver {
+
+    private final RTreeTestUtils rTreeTestUtils;
+
+    public LSMRTreeMergeTestDriver(boolean testRstarPolicy) {
+        super(testRstarPolicy);
+        this.rTreeTestUtils = new RTreeTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception {
+
+        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        // Start off with one tree bulk loaded.
+        // We assume all fieldSerdes are of the same type. Check the first one
+        // to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            rTreeTestUtils.bulkLoadIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof DoubleSerializerDeserializer) {
+            rTreeTestUtils.bulkLoadDoubleTuples(ctx, numTuplesToInsert, getRandom());
+        }
+
+        int maxTreesToMerge = AccessMethodTestsConfig.LSM_RTREE_BULKLOAD_ROUNDS;
+        for (int i = 0; i < maxTreesToMerge; i++) {
+            for (int j = 0; j < i; j++) {
+                if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+                    rTreeTestUtils.bulkLoadIntTuples(ctx, numTuplesToInsert, getRandom());
+                } else if (fieldSerdes[0] instanceof DoubleSerializerDeserializer) {
+                    rTreeTestUtils.bulkLoadDoubleTuples(ctx, numTuplesToInsert, getRandom());
+                }
+            }
+
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) ctx.getIndexAccessor();
+            accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE);
+
+            rTreeTestUtils.checkScan(ctx);
+            rTreeTestUtils.checkDiskOrderScan(ctx);
+            rTreeTestUtils.checkRangeSearch(ctx, key);
+        }
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "LSM Merge";
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeMultiBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeMultiBulkLoadTest.java
new file mode 100644
index 0000000..cc46065
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeMultiBulkLoadTest.java
@@ -0,0 +1,68 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeBulkLoadTest;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeMultiBulkLoadTest extends AbstractRTreeBulkLoadTest {
+
+    public LSMRTreeMultiBulkLoadTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_BULKLOAD_ROUNDS, AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeTestContext.create(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType,
+                harness.getMergePolicy(), harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesBulkLoadTest.java
new file mode 100644
index 0000000..81a952d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesBulkLoadTest.java
@@ -0,0 +1,69 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeBulkLoadTest;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeWithAntiMatterTuplesBulkLoadTest extends AbstractRTreeBulkLoadTest {
+
+    public LSMRTreeWithAntiMatterTuplesBulkLoadTest() {
+        super(1, AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getMemBufferCache(),
+                harness.getMemFreePageManager(), harness.getIOManager(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, rtreePolicyType, harness.getMergePolicy(), harness.getOperationTrackerFactory(),
+                harness.getIOScheduler(), harness.getIOOperationCallbackProvider());
+
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesDeleteTest.java
new file mode 100644
index 0000000..1ee92d9
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesDeleteTest.java
@@ -0,0 +1,69 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeDeleteTest;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeWithAntiMatterTuplesDeleteTest extends AbstractRTreeDeleteTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeWithAntiMatterTuplesDeleteTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getMemBufferCache(),
+                harness.getMemFreePageManager(), harness.getIOManager(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, rtreePolicyType, harness.getMergePolicy(), harness.getOperationTrackerFactory(),
+                harness.getIOScheduler(), harness.getIOOperationCallbackProvider());
+
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java
new file mode 100644
index 0000000..3a2537c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java
@@ -0,0 +1,59 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeExamplesTest;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeWithAntiMatterTuplesExamplesTest extends AbstractRTreeExamplesTest {
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType) throws TreeIndexException {
+        return LSMRTreeUtils.createLSMTreeWithAntiMatterTuples(harness.getMemBufferCache(),
+                harness.getMemFreePageManager(), harness.getIOManager(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), typeTraits, rtreeCmpFactories,
+                btreeCmpFactories, valueProviderFactories, rtreePolicyType, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider(),
+                LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length));
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesInsertTest.java
new file mode 100644
index 0000000..61d5ce7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesInsertTest.java
@@ -0,0 +1,69 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeInsertTest;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeWithAntiMatterTuplesInsertTest extends AbstractRTreeInsertTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeWithAntiMatterTuplesInsertTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getMemBufferCache(),
+                harness.getMemFreePageManager(), harness.getIOManager(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, rtreePolicyType, harness.getMergePolicy(), harness.getOperationTrackerFactory(),
+                harness.getIOScheduler(), harness.getIOOperationCallbackProvider());
+
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java
new file mode 100644
index 0000000..aee8670
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java
@@ -0,0 +1,84 @@
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.RTreeTestUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
+
+public class LSMRTreeWithAntiMatterTuplesLifecycleTest extends AbstractIndexLifecycleTest {
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils
+            .createPrimitiveValueProviderFactories(4, IntegerPointable.FACTORY);
+    private final int numKeys = 4;
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+    private final TreeIndexTestUtils titu = new RTreeTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+
+    @Override
+    protected boolean persistentStateExists() throws Exception {
+        // make sure all of the directories exist
+        for (IODeviceHandle handle : harness.getIOManager().getIODevices()) {
+            if (!new FileReference(handle, harness.getFileReference().getFile().getPath()).getFile().exists()) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws Exception {
+        return ((LSMRTreeWithAntiMatterTuples) index).isEmptyIndex();
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getMemBufferCache(),
+                harness.getMemFreePageManager(), harness.getIOManager(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, RTreePolicyType.RTREE, harness.getMergePolicy(), harness.getOperationTrackerFactory(),
+                harness.getIOScheduler(), harness.getIOOperationCallbackProvider());
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        index.deactivate();
+        index.destroy();
+        harness.tearDown();
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesMergeTest.java
new file mode 100644
index 0000000..d5fecbf
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesMergeTest.java
@@ -0,0 +1,67 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeWithAntiMatterTuplesMergeTest extends LSMRTreeMergeTestDriver {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeWithAntiMatterTuplesMergeTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getMemBufferCache(),
+                harness.getMemFreePageManager(), harness.getIOManager(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, rtreePolicyType, harness.getMergePolicy(), harness.getOperationTrackerFactory(),
+                harness.getIOScheduler(), harness.getIOOperationCallbackProvider());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesMultiBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesMultiBulkLoadTest.java
new file mode 100644
index 0000000..de5f065
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesMultiBulkLoadTest.java
@@ -0,0 +1,69 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeBulkLoadTest;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeWithAntiMatterTuplesMultiBulkLoadTest extends AbstractRTreeBulkLoadTest {
+
+    public LSMRTreeWithAntiMatterTuplesMultiBulkLoadTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_BULKLOAD_ROUNDS, AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getMemBufferCache(),
+                harness.getMemFreePageManager(), harness.getIOManager(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, rtreePolicyType, harness.getMergePolicy(), harness.getOperationTrackerFactory(),
+                harness.getIOScheduler(), harness.getIOOperationCallbackProvider());
+
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java
new file mode 100644
index 0000000..d530b82
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java
@@ -0,0 +1,86 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.multithread;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public abstract class AbstractLSMRTreeTestWorker extends AbstractIndexTestWorker {
+
+    protected final ITreeIndex lsmRTree;
+    protected final int numFields;
+    protected final ArrayTupleBuilder rearrangedTb;
+    protected final ArrayTupleReference rearrangedTuple = new ArrayTupleReference();
+
+    public AbstractLSMRTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) {
+        super(dataGen, opSelector, index, numBatches);
+        lsmRTree = (ITreeIndex) index;
+        numFields = lsmRTree.getFieldCount();
+        rearrangedTb = new ArrayTupleBuilder(numFields);
+    }
+
+    protected void rearrangeTuple(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        // Create a tuple with rearranged key values to make sure lower points
+        // have larger coordinates than high points.
+        rearrangedTb.reset();
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            }
+        }
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            }
+        }
+        for (int i = cmp.getKeyFieldCount(); i < numFields; i++) {
+            rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+        }
+        rearrangedTuple.reset(rearrangedTb.getFieldEndOffsets(), rearrangedTb.getByteArray());
+    }
+
+    protected void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException, IndexException {
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+            }
+        } finally {
+            cursor.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
new file mode 100644
index 0000000..37be58d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
@@ -0,0 +1,123 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.multithread;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeMultiThreadTest;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeMultiThreadTest extends AbstractRTreeMultiThreadTest {
+
+    private LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    private LSMRTreeTestWorkerFactory workerFactory = new LSMRTreeTestWorkerFactory();
+
+    public LSMRTreeMultiThreadTest() {
+        super(false);
+    }
+
+    @Override
+    protected void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @Override
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType) throws TreeIndexException {
+        return LSMRTreeUtils.createLSMTree(harness.getMemBufferCache(), harness.getMemFreePageManager(),
+                harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
+                harness.getDiskFileMapProvider(), typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, rtreePolicyType, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider(),
+                LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length));
+    }
+
+    @Override
+    protected IIndexTestWorkerFactory getWorkerFactory() {
+        return workerFactory;
+    }
+
+    @Override
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Insert and merge workload.
+        TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
+
+        // Inserts mixed with scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts and deletes.
+        TestOperation[] insertDeleteOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteOps.length)));
+
+        // Inserts, deletes and merges.
+        TestOperation[] insertDeleteMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteMergeOps.length)));
+
+        // All operations except merge.
+        TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
+
+        // All operations.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.SCAN,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Override
+    protected String getIndexTypeName() {
+        return "LSMRTree";
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java
new file mode 100644
index 0000000..154756e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java
@@ -0,0 +1,123 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.multithread;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTree.LSMRTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
+
+public class LSMRTreeTestWorker extends AbstractIndexTestWorker {
+
+    private final LSMRTree lsmRTree;
+    private final int numFields;
+    private final ArrayTupleBuilder rearrangedTb;
+    private final ArrayTupleReference rearrangedTuple = new ArrayTupleReference();
+
+    public LSMRTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches) {
+        super(dataGen, opSelector, index, numBatches);
+        lsmRTree = (LSMRTree) index;
+        numFields = lsmRTree.getFieldCount();
+        rearrangedTb = new ArrayTupleBuilder(numFields);
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        LSMRTreeAccessor accessor = (LSMRTreeAccessor) indexAccessor;
+        ITreeIndexCursor searchCursor = accessor.createSearchCursor();
+        MultiComparator cmp = accessor.getMultiComparator();
+        SearchPredicate rangePred = new SearchPredicate(tuple, cmp);
+
+        switch (op) {
+            case INSERT:
+                rearrangeTuple(tuple, cmp);
+                accessor.insert(rearrangedTuple);
+                break;
+
+            case DELETE:
+                rearrangeTuple(tuple, cmp);
+                accessor.delete(rearrangedTuple);
+                break;
+
+            case SCAN:
+                searchCursor.reset();
+                rangePred.setSearchKey(null);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case MERGE:
+                accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE);
+                break;
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+
+    private void rearrangeTuple(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        // Create a tuple with rearranged key values to make sure lower points
+        // have larger coordinates than high points.
+        rearrangedTb.reset();
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            }
+        }
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            }
+        }
+        for (int i = cmp.getKeyFieldCount(); i < numFields; i++) {
+            rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+        }
+        rearrangedTuple.reset(rearrangedTb.getFieldEndOffsets(), rearrangedTb.getByteArray());
+    }
+
+    private void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException, IndexException {
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+            }
+        } finally {
+            cursor.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java
new file mode 100644
index 0000000..13e3ab0
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.multithread;
+
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class LSMRTreeTestWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
+        return new LSMRTreeTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
new file mode 100644
index 0000000..af73676
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
@@ -0,0 +1,124 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.multithread;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeMultiThreadTest;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeWithAntiMatterTuplesMultiThreadTest extends AbstractRTreeMultiThreadTest {
+
+    private LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    private LSMRTreeWithAntiMatterTuplesTestWorkerFactory workerFactory = new LSMRTreeWithAntiMatterTuplesTestWorkerFactory();
+
+    public LSMRTreeWithAntiMatterTuplesMultiThreadTest() {
+        super(false);
+    }
+
+    @Override
+    protected void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @Override
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType) throws TreeIndexException {
+        return LSMRTreeUtils.createLSMTreeWithAntiMatterTuples(harness.getMemBufferCache(),
+                harness.getMemFreePageManager(), harness.getIOManager(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), typeTraits, rtreeCmpFactories,
+                btreeCmpFactories, valueProviderFactories, rtreePolicyType, harness.getMergePolicy(),
+                harness.getOperationTrackerFactory(), harness.getIOScheduler(),
+                harness.getIOOperationCallbackProvider(),
+                LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length));
+
+    }
+
+    @Override
+    protected IIndexTestWorkerFactory getWorkerFactory() {
+        return workerFactory;
+    }
+
+    @Override
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Insert and merge workload.
+        TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
+
+        // Inserts mixed with scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts and deletes.
+        TestOperation[] insertDeleteOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteOps.length)));
+
+        // Inserts, deletes and merges.
+        TestOperation[] insertDeleteMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteMergeOps.length)));
+
+        // All operations except merge.
+        TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
+
+        // All operations.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.SCAN,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Override
+    protected String getIndexTypeName() {
+        return "LSMRTree";
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java
new file mode 100644
index 0000000..661138d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java
@@ -0,0 +1,71 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.multithread;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples.LSMRTreeWithAntiMatterTuplesAccessor;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
+
+public class LSMRTreeWithAntiMatterTuplesTestWorker extends AbstractLSMRTreeTestWorker {
+
+    public LSMRTreeWithAntiMatterTuplesTestWorker(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
+        super(dataGen, opSelector, index, numBatches);
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        LSMRTreeWithAntiMatterTuplesAccessor accessor = (LSMRTreeWithAntiMatterTuplesAccessor) indexAccessor;
+        ITreeIndexCursor searchCursor = accessor.createSearchCursor();
+        MultiComparator cmp = accessor.getMultiComparator();
+        SearchPredicate rangePred = new SearchPredicate(tuple, cmp);
+
+        switch (op) {
+            case INSERT:
+                rearrangeTuple(tuple, cmp);
+                accessor.insert(rearrangedTuple);
+                break;
+
+            case DELETE:
+                rearrangeTuple(tuple, cmp);
+                accessor.delete(rearrangedTuple);
+                break;
+
+            case SCAN:
+                searchCursor.reset();
+                rangePred.setSearchKey(null);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case MERGE:
+                accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE);
+                break;
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java
new file mode 100644
index 0000000..4e78d82
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.multithread;
+
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class LSMRTreeWithAntiMatterTuplesTestWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
+        return new LSMRTreeWithAntiMatterTuplesTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
new file mode 100644
index 0000000..27fb9c8
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
@@ -0,0 +1,89 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.util;
+
+import java.util.Collection;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.RTreeCheckTuple;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+@SuppressWarnings("rawtypes")
+public final class LSMRTreeTestContext extends AbstractRTreeTestContext {
+
+    public LSMRTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {
+        super(fieldSerdes, treeIndex);
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        LSMRTree lsmTree = (LSMRTree) index;
+        return lsmTree.getComparatorFactories().length;
+    }
+
+    /**
+     * Override to provide delete semantics for the check tuples.
+     */
+    @Override
+    public void deleteCheckTuple(RTreeCheckTuple checkTuple, Collection<RTreeCheckTuple> checkTuples) {
+        while (checkTuples.remove(checkTuple)) {
+        }
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        LSMRTree lsmTree = (LSMRTree) index;
+        return lsmTree.getComparatorFactories();
+    }
+
+    public static LSMRTreeTestContext create(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeyFields, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider)
+            throws Exception {
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] rtreeCmpFactories = SerdeUtils
+                .serdesToComparatorFactories(fieldSerdes, numKeyFields);
+        IBinaryComparatorFactory[] btreeCmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes,
+                fieldSerdes.length);
+        LSMRTree lsmTree = LSMRTreeUtils.createLSMTree(memBufferCache, memFreePageManager, ioManager, file,
+                diskBufferCache, diskFileMapProvider, typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackProvider, LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length));
+        LSMRTreeTestContext testCtx = new LSMRTreeTestContext(fieldSerdes, lsmTree);
+        return testCtx;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java
new file mode 100644
index 0000000..6fb6f9c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java
@@ -0,0 +1,214 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.util;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+import java.util.logging.Logger;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.SynchronousScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestUtils;
+
+public class LSMRTreeTestHarness {
+    protected static final Logger LOGGER = Logger.getLogger(LSMRTreeTestHarness.class.getName());
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int diskPageSize;
+    protected final int diskNumPages;
+    protected final int diskMaxOpenFiles;
+    protected final int memPageSize;
+    protected final int memNumPages;
+    protected final int hyracksFrameSize;
+
+    protected IOManager ioManager;
+    protected IBufferCache diskBufferCache;
+    protected IFileMapProvider diskFileMapProvider;
+    protected IInMemoryBufferCache memBufferCache;
+    protected IInMemoryFreePageManager memFreePageManager;
+    protected IHyracksTaskContext ctx;
+    protected ILSMIOOperationScheduler ioScheduler;
+    protected ILSMIOOperationCallbackProvider ioOpCallbackProvider;
+    protected ILSMMergePolicy mergePolicy;
+    protected ILSMOperationTrackerFactory opTrackerFactory;
+
+    protected final Random rnd = new Random();
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected String onDiskDir;
+    protected FileReference file;
+
+    public LSMRTreeTestHarness() {
+        this.diskPageSize = AccessMethodTestsConfig.LSM_RTREE_DISK_PAGE_SIZE;
+        this.diskNumPages = AccessMethodTestsConfig.LSM_RTREE_DISK_NUM_PAGES;
+        this.diskMaxOpenFiles = AccessMethodTestsConfig.LSM_RTREE_DISK_MAX_OPEN_FILES;
+        this.memPageSize = AccessMethodTestsConfig.LSM_RTREE_MEM_PAGE_SIZE;
+        this.memNumPages = AccessMethodTestsConfig.LSM_RTREE_MEM_NUM_PAGES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.LSM_RTREE_HYRACKS_FRAME_SIZE;
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        this.mergePolicy = NoMergePolicy.INSTANCE;
+        this.opTrackerFactory = ThreadCountingOperationTrackerFactory.INSTANCE;
+        this.ioOpCallbackProvider = NoOpIOOperationCallback.INSTANCE;
+    }
+
+    public LSMRTreeTestHarness(int diskPageSize, int diskNumPages, int diskMaxOpenFiles, int memPageSize,
+            int memNumPages, int hyracksFrameSize) {
+        this.diskPageSize = diskPageSize;
+        this.diskNumPages = diskNumPages;
+        this.diskMaxOpenFiles = diskMaxOpenFiles;
+        this.memPageSize = memPageSize;
+        this.memNumPages = memNumPages;
+        this.hyracksFrameSize = hyracksFrameSize;
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        this.mergePolicy = NoMergePolicy.INSTANCE;
+        this.opTrackerFactory = ThreadCountingOperationTrackerFactory.INSTANCE;
+    }
+
+    public void setUp() throws HyracksException {
+        onDiskDir = "lsm_rtree_" + simpleDateFormat.format(new Date()) + sep;
+        file = new FileReference(new File(onDiskDir));
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(diskPageSize, diskNumPages, diskMaxOpenFiles);
+        diskBufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        diskFileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        memBufferCache = new DualIndexInMemoryBufferCache(new HeapBufferAllocator(), memPageSize, memNumPages);
+        memFreePageManager = new DualIndexInMemoryFreePageManager(memNumPages, new LIFOMetaDataFrameFactory());
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        rnd.setSeed(RANDOM_SEED);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        diskBufferCache.close();
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File dir = new File(dev.getPath(), onDiskDir);
+            FilenameFilter filter = new FilenameFilter() {
+                public boolean accept(File dir, String name) {
+                    return !name.startsWith(".");
+                }
+            };
+            String[] files = dir.list(filter);
+            if (files != null) {
+                for (String fileName : files) {
+                    File file = new File(dir.getPath() + File.separator + fileName);
+                    file.delete();
+                }
+            }
+            dir.delete();
+        }
+    }
+
+    public int getDiskPageSize() {
+        return diskPageSize;
+    }
+
+    public int getDiskNumPages() {
+        return diskNumPages;
+    }
+
+    public int getDiskMaxOpenFiles() {
+        return diskMaxOpenFiles;
+    }
+
+    public int getMemPageSize() {
+        return memPageSize;
+    }
+
+    public int getMemNumPages() {
+        return memNumPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public IOManager getIOManager() {
+        return ioManager;
+    }
+
+    public IBufferCache getDiskBufferCache() {
+        return diskBufferCache;
+    }
+
+    public IFileMapProvider getDiskFileMapProvider() {
+        return diskFileMapProvider;
+    }
+
+    public IInMemoryBufferCache getMemBufferCache() {
+        return memBufferCache;
+    }
+
+    public IInMemoryFreePageManager getMemFreePageManager() {
+        return memFreePageManager;
+    }
+
+    public IHyracksTaskContext getHyracksTastContext() {
+        return ctx;
+    }
+
+    public String getOnDiskDir() {
+        return onDiskDir;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return ioScheduler;
+    }
+
+    public ILSMOperationTrackerFactory getOperationTrackerFactory() {
+        return opTrackerFactory;
+    }
+
+    public ILSMMergePolicy getMergePolicy() {
+        return mergePolicy;
+    }
+
+    public ILSMIOOperationCallbackProvider getIOOperationCallbackProvider() {
+        return ioOpCallbackProvider;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
new file mode 100644
index 0000000..5860236
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
@@ -0,0 +1,91 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.rtree.util;
+
+import java.util.Collection;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.IInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples;
+import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.RTreeCheckTuple;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+@SuppressWarnings("rawtypes")
+public final class LSMRTreeWithAntiMatterTuplesTestContext extends AbstractRTreeTestContext {
+
+    public LSMRTreeWithAntiMatterTuplesTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {
+        super(fieldSerdes, treeIndex);
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        LSMRTreeWithAntiMatterTuples lsmTree = (LSMRTreeWithAntiMatterTuples) index;
+        return lsmTree.getComparatorFactories().length;
+    }
+
+    /**
+     * Override to provide delete semantics for the check tuples.
+     */
+    @Override
+    public void deleteCheckTuple(RTreeCheckTuple checkTuple, Collection<RTreeCheckTuple> checkTuples) {
+        while (checkTuples.remove(checkTuple)) {
+        }
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        LSMRTreeWithAntiMatterTuples lsmTree = (LSMRTreeWithAntiMatterTuples) index;
+        return lsmTree.getComparatorFactories();
+    }
+
+    public static LSMRTreeWithAntiMatterTuplesTestContext create(IInMemoryBufferCache memBufferCache,
+            IInMemoryFreePageManager memFreePageManager, IOManager ioManager, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeyFields, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerFactory opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackProvider ioOpCallbackProvider)
+            throws Exception {
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] rtreeCmpFactories = SerdeUtils
+                .serdesToComparatorFactories(fieldSerdes, numKeyFields);
+        IBinaryComparatorFactory[] btreeCmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes,
+                fieldSerdes.length);
+        LSMRTreeWithAntiMatterTuples lsmTree = LSMRTreeUtils.createLSMTreeWithAntiMatterTuples(memBufferCache,
+                memFreePageManager, ioManager, file, diskBufferCache, diskFileMapProvider, typeTraits,
+                rtreeCmpFactories, btreeCmpFactories, valueProviderFactories, rtreePolicyType, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackProvider,
+                LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length));
+        LSMRTreeWithAntiMatterTuplesTestContext testCtx = new LSMRTreeWithAntiMatterTuplesTestContext(fieldSerdes,
+                lsmTree);
+        return testCtx;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml
index ea86042..6ef27b9 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-storage-am-rtree-test</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-storage-am-rtree-test</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -35,14 +34,14 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-am-rtree</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-test-support</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>test</scope>
   	</dependency>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeBulkLoadTest.java
index 58bca10..4eeec1a 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeBulkLoadTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeBulkLoadTest.java
@@ -23,8 +23,8 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeBulkLoadTest;
-import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestContext;
 import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestHarness;
 
@@ -32,7 +32,7 @@
 public class RTreeBulkLoadTest extends AbstractRTreeBulkLoadTest {
 
     public RTreeBulkLoadTest() {
-        super(1);
+        super(1, AccessMethodTestsConfig.RTREE_TEST_RSTAR_POLICY);
     }
 
     private final RTreeTestHarness harness = new RTreeTestHarness();
@@ -49,9 +49,10 @@
 
     @Override
     protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys) throws Exception {
-        return RTreeTestContext.create(harness.getBufferCache(), harness.getTreeFileId(), fieldSerdes,
-                valueProviderFactories, numKeys);
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return RTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
     }
 
     @Override
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeDeleteTest.java
index 42e933e..f4e45a8 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeDeleteTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeDeleteTest.java
@@ -23,16 +23,20 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeDeleteTest;
-import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestContext;
 import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestHarness;
 
 @SuppressWarnings("rawtypes")
 public class RTreeDeleteTest extends AbstractRTreeDeleteTest {
 
-    private final RTreeTestHarness harness = new RTreeTestHarness();
+	private final RTreeTestHarness harness = new RTreeTestHarness();
 
+	public RTreeDeleteTest() {
+		super(AccessMethodTestsConfig.RTREE_TEST_RSTAR_POLICY);
+	}
+	
     @Before
     public void setUp() throws HyracksDataException {
         harness.setUp();
@@ -45,9 +49,10 @@
 
     @Override
     protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys) throws Exception {
-        return RTreeTestContext.create(harness.getBufferCache(), harness.getTreeFileId(), fieldSerdes,
-                valueProviderFactories, numKeys);
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return RTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
     }
 
     @Override
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeExamplesTest.java
index c72338e..84c8642 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeExamplesTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeExamplesTest.java
@@ -24,7 +24,7 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeExamplesTest;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestHarness;
 
@@ -43,14 +43,10 @@
 
     @Override
     protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
-            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories)
-            throws TreeIndexException {
-        return RTreeUtils.createRTree(harness.getBufferCache(), typeTraits,
-                valueProviderFactories, rtreeCmpFactories);
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType) throws TreeIndexException {
+        return RTreeUtils.createRTree(harness.getBufferCache(), harness.getFileMapProvider(), typeTraits,
+                valueProviderFactories, rtreeCmpFactories, rtreePolicyType, harness.getFileReference());
     }
 
-    @Override
-    protected int getIndexFileId() {
-        return harness.getTreeFileId();
-    }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeInsertTest.java
index 6efa620..065f687 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeInsertTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeInsertTest.java
@@ -23,26 +23,20 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeInsertTest;
-import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestContext;
 import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestHarness;
 
-/**
- * Tests the BTree insert operation with strings and integer fields using
- * various numbers of key and payload fields.
- * 
- * Each tests first fills a BTree with randomly generated tuples. We compare the
- * following operations against expected results: 1. Point searches for all
- * tuples. 2. Ordered scan. 3. Disk-order scan. 4. Range search (and prefix
- * search for composite keys).
- * 
- */
 @SuppressWarnings("rawtypes")
 public class RTreeInsertTest extends AbstractRTreeInsertTest {
 
-    private final RTreeTestHarness harness = new RTreeTestHarness();
+	private final RTreeTestHarness harness = new RTreeTestHarness();
 
+	public RTreeInsertTest() {
+		super(AccessMethodTestsConfig.RTREE_TEST_RSTAR_POLICY);
+	}
+	
     @Before
     public void setUp() throws HyracksDataException {
         harness.setUp();
@@ -55,9 +49,10 @@
 
     @Override
     protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys) throws Exception {
-        return RTreeTestContext.create(harness.getBufferCache(), harness.getTreeFileId(), fieldSerdes,
-                valueProviderFactories, numKeys);
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return RTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
     }
 
     @Override
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeLifecycleTest.java
new file mode 100644
index 0000000..69c7e15
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeLifecycleTest.java
@@ -0,0 +1,79 @@
+package edu.uci.ics.hyracks.storage.am.rtree;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
+import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
+import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestHarness;
+
+public class RTreeLifecycleTest extends AbstractIndexLifecycleTest {
+    private final RTreeTestHarness harness = new RTreeTestHarness();
+    private final TreeIndexTestUtils titu = new RTreeTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils
+            .createPrimitiveValueProviderFactories(4, IntegerPointable.FACTORY);
+    private final int numKeys = 4;
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+    private ITreeIndexFrame frame = null;
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = RTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE);
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws HyracksDataException {
+        testCtx.getIndex().deactivate();
+        testCtx.getIndex().destroy();
+        harness.tearDown();
+    }
+
+    @Override
+    protected boolean persistentStateExists() {
+        return harness.getFileReference().getFile().exists();
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws HyracksDataException {
+        RTree rtree = (RTree) testCtx.getIndex();
+        if (frame == null) {
+            frame = rtree.getInteriorFrameFactory().createFrame();
+        }
+        return rtree.isEmptyTree(frame);
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeSearchCursorTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeSearchCursorTest.java
index 8332c11..06d18bb 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeSearchCursorTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeSearchCursorTest.java
@@ -41,13 +41,14 @@
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.rtree.RTreeCheckTuple;
-import edu.uci.ics.hyracks.storage.am.rtree.RTreeTestUtils;
+import edu.uci.ics.hyracks.storage.am.common.util.HashMultiSet;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
 import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrameFactory;
 import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMLeafFrameFactory;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
@@ -78,7 +79,6 @@
         }
 
         IBufferCache bufferCache = harness.getBufferCache();
-        int rtreeFileId = harness.getTreeFileId();
 
         // Declare fields.
         int fieldCount = 5;
@@ -109,22 +109,23 @@
         ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
 
         ITreeIndexFrameFactory interiorFrameFactory = new RTreeNSMInteriorFrameFactory(tupleWriterFactory,
-                valueProviderFactories);
+                valueProviderFactories, RTreePolicyType.RTREE);
         ITreeIndexFrameFactory leafFrameFactory = new RTreeNSMLeafFrameFactory(tupleWriterFactory,
-                valueProviderFactories);
+                valueProviderFactories, RTreePolicyType.RTREE);
 
         IRTreeInteriorFrame interiorFrame = (IRTreeInteriorFrame) interiorFrameFactory.createFrame();
         IRTreeLeafFrame leafFrame = (IRTreeLeafFrame) leafFrameFactory.createFrame();
         IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, 0, metaFrameFactory);
 
-        RTree rtree = new RTree(bufferCache, fieldCount, cmpFactories, freePageManager, interiorFrameFactory,
-                leafFrameFactory);
-        rtree.create(rtreeFileId);
-        rtree.open(rtreeFileId);
+        RTree rtree = new RTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        rtree.create();
+        rtree.activate();
 
         ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
         ArrayTupleReference tuple = new ArrayTupleReference();
-        ITreeIndexAccessor indexAccessor = rtree.createAccessor();
+        ITreeIndexAccessor indexAccessor = rtree.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
         int numInserts = 10000;
         ArrayList<RTreeCheckTuple> checkTuples = new ArrayList<RTreeCheckTuple>();
         for (int i = 0; i < numInserts; i++) {
@@ -142,11 +143,11 @@
             } catch (TreeIndexException e) {
             }
             RTreeCheckTuple checkTuple = new RTreeCheckTuple(fieldCount, keyFieldCount);
-            checkTuple.add(Math.min(p1x, p2x));
-            checkTuple.add(Math.min(p1y, p2y));
-            checkTuple.add(Math.max(p1x, p2x));
-            checkTuple.add(Math.max(p1y, p2y));
-            checkTuple.add(pk);
+            checkTuple.appendField(Math.min(p1x, p2x));
+            checkTuple.appendField(Math.min(p1y, p2y));
+            checkTuple.appendField(Math.max(p1x, p2x));
+            checkTuple.appendField(Math.max(p1y, p2y));
+            checkTuple.appendField(pk);
 
             checkTuples.add(checkTuple);
         }
@@ -162,14 +163,16 @@
 
         RTreeCheckTuple keyCheck = (RTreeCheckTuple) rTreeTestUtils.createCheckTupleFromTuple(key, fieldSerdes,
                 keyFieldCount);
-        ArrayList<RTreeCheckTuple> expectedResult = rTreeTestUtils.getRangeSearchExpectedResults(checkTuples, keyCheck);
+        HashMultiSet<RTreeCheckTuple> expectedResult = rTreeTestUtils.getRangeSearchExpectedResults(checkTuples,
+                keyCheck);
 
         rTreeTestUtils.getRangeSearchExpectedResults(checkTuples, keyCheck);
         indexAccessor.search(searchCursor, searchPredicate);
 
         rTreeTestUtils.checkExpectedResults(searchCursor, expectedResult, fieldSerdes, keyFieldCount, null);
 
-        rtree.close();
+        rtree.deactivate();
+        rtree.destroy();
     }
 
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
index 7520793..ee245e8 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
@@ -20,18 +20,24 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
-import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
 import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeMultiThreadTest;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 import edu.uci.ics.hyracks.storage.am.rtree.utils.RTreeTestHarness;
 
 public class RTreeMultiThreadTest extends AbstractRTreeMultiThreadTest {
 
+    public RTreeMultiThreadTest() {
+        super(true);
+    }
+
     private RTreeTestHarness harness = new RTreeTestHarness();
 
     private RTreeTestWorkerFactory workerFactory = new RTreeTestWorkerFactory();
@@ -48,15 +54,15 @@
 
     @Override
     protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
-            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories)
-            throws TreeIndexException {
-        return RTreeUtils.createRTree(harness.getBufferCache(), typeTraits,
-                valueProviderFactories, rtreeCmpFactories);
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType) throws TreeIndexException {
+        return RTreeUtils.createRTree(harness.getBufferCache(), harness.getFileMapProvider(), typeTraits,
+                valueProviderFactories, rtreeCmpFactories, rtreePolicyType, harness.getFileReference());
 
     }
 
     @Override
-    protected ITreeIndexTestWorkerFactory getWorkerFactory() {
+    protected IIndexTestWorkerFactory getWorkerFactory() {
         return workerFactory;
     }
 
@@ -66,31 +72,29 @@
 
         // Insert only workload.
         TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
-        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, getUniformOpProbs(insertOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
 
         // Inserts mixed with scans.
         TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.SCAN,
                 TestOperation.DISKORDER_SCAN };
-        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, getUniformOpProbs(insertSearchOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
 
         // Inserts and deletes.
         TestOperation[] insertDeleteOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, getUniformOpProbs(insertDeleteOps)));
+        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteOps.length)));
 
         // All operations mixed.
         TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.SCAN,
                 TestOperation.DISKORDER_SCAN };
-        workloadConfs.add(new TestWorkloadConf(allOps, getUniformOpProbs(allOps)));
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
 
         return workloadConfs;
     }
 
     @Override
-    protected int getFileId() {
-        return harness.getTreeFileId();
-    }
-
-    @Override
     protected String getIndexTypeName() {
         return "RTree";
     }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java
index f5867e6..3d0381b 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java
@@ -19,11 +19,11 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
@@ -31,14 +31,14 @@
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
 
-public class RTreeTestWorker extends AbstractTreeIndexTestWorker {
+public class RTreeTestWorker extends AbstractIndexTestWorker {
 
     private final RTree rtree;
     private final int numFields;
     private final ArrayTupleReference rearrangedTuple = new ArrayTupleReference();
     private final ArrayTupleBuilder rearrangedTb;
 
-    public RTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index, int numBatches) {
+    public RTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches) {
         super(dataGen, opSelector, index, numBatches);
         rtree = (RTree) index;
         numFields = rtree.getFieldCount();
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java
index d4f14ca..36b47bb 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java
@@ -15,16 +15,16 @@
 
 package edu.uci.ics.hyracks.storage.am.rtree.multithread;
 
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 
-public class RTreeTestWorkerFactory implements ITreeIndexTestWorkerFactory {
+public class RTreeTestWorkerFactory implements IIndexTestWorkerFactory {
     @Override
-    public AbstractTreeIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
-            ITreeIndex index, int numBatches) {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
         return new RTreeTestWorker(dataGen, opSelector, index, numBatches);
     }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestContext.java
index 039fb0b..8c1f0aa 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestContext.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestContext.java
@@ -18,13 +18,16 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
 @SuppressWarnings("rawtypes")
 public class RTreeTestContext extends AbstractRTreeTestContext {
@@ -35,25 +38,24 @@
 
     @Override
     public int getKeyFieldCount() {
-        RTree rtree = (RTree) treeIndex;
+        RTree rtree = (RTree) index;
         return rtree.getComparatorFactories().length;
     }
 
     @Override
     public IBinaryComparatorFactory[] getComparatorFactories() {
-        RTree rtree = (RTree) treeIndex;
+        RTree rtree = (RTree) index;
         return rtree.getComparatorFactories();
     }
 
-    public static RTreeTestContext create(IBufferCache bufferCache, int rtreeFileId,
-            ISerializerDeserializer[] fieldSerdes, IPrimitiveValueProviderFactory[] valueProviderFactories,
-            int numKeyFields) throws Exception {
+    public static RTreeTestContext create(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            FileReference file, ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeyFields, RTreePolicyType rtreePolicyType)
+            throws Exception {
         ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
         IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeyFields);
-        RTree rtree = RTreeUtils
-                .createRTree(bufferCache, typeTraits, valueProviderFactories, cmpFactories);
-        rtree.create(rtreeFileId);
-        rtree.open(rtreeFileId);
+        RTree rtree = RTreeUtils.createRTree(bufferCache, fileMapProvider, typeTraits, valueProviderFactories,
+                cmpFactories, rtreePolicyType, file);
         RTreeTestContext testCtx = new RTreeTestContext(fieldSerdes, rtree);
         return testCtx;
     }
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestHarness.java
index c0cec35..e324a7f 100644
--- a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestHarness.java
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestHarness.java
@@ -23,6 +23,7 @@
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
@@ -31,10 +32,6 @@
 public class RTreeTestHarness {
 
     private static final long RANDOM_SEED = 50;
-    private static final int DEFAULT_PAGE_SIZE = 256;
-    private static final int DEFAULT_NUM_PAGES = 1000;
-    private static final int DEFAULT_MAX_OPEN_FILES = 10;
-    private static final int DEFAULT_HYRACKS_FRAME_SIZE = 128;
 
     protected final int pageSize;
     protected final int numPages;
@@ -43,6 +40,7 @@
 
     protected IHyracksTaskContext ctx;
     protected IBufferCache bufferCache;
+    protected IFileMapProvider fileMapProvider;
     protected int treeFileId;
 
     protected final Random rnd = new Random();
@@ -50,12 +48,13 @@
     protected final String tmpDir = System.getProperty("java.io.tmpdir");
     protected final String sep = System.getProperty("file.separator");
     protected String fileName;
+    protected FileReference file;
 
     public RTreeTestHarness() {
-        this.pageSize = DEFAULT_PAGE_SIZE;
-        this.numPages = DEFAULT_NUM_PAGES;
-        this.maxOpenFiles = DEFAULT_MAX_OPEN_FILES;
-        this.hyracksFrameSize = DEFAULT_HYRACKS_FRAME_SIZE;
+        this.pageSize = AccessMethodTestsConfig.RTREE_PAGE_SIZE;
+        this.numPages = AccessMethodTestsConfig.RTREE_NUM_PAGES;
+        this.maxOpenFiles = AccessMethodTestsConfig.RTREE_MAX_OPEN_FILES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.RTREE_HYRACKS_FRAME_SIZE;
     }
 
     public RTreeTestHarness(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
@@ -67,19 +66,15 @@
 
     public void setUp() throws HyracksDataException {
         fileName = tmpDir + sep + simpleDateFormat.format(new Date());
+        file = new FileReference(new File(fileName));
         ctx = TestUtils.create(getHyracksFrameSize());
         TestStorageManagerComponentHolder.init(pageSize, numPages, maxOpenFiles);
         bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
-        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
-        FileReference file = new FileReference(new File(fileName));
-        bufferCache.createFile(file);
-        treeFileId = fmp.lookupFileId(file);
-        bufferCache.openFile(treeFileId);
+        fileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
         rnd.setSeed(RANDOM_SEED);
     }
 
     public void tearDown() throws HyracksDataException {
-        bufferCache.closeFile(treeFileId);
         bufferCache.close();
         File f = new File(fileName);
         f.deleteOnExit();
@@ -93,8 +88,8 @@
         return bufferCache;
     }
 
-    public int getTreeFileId() {
-        return treeFileId;
+    public IFileMapProvider getFileMapProvider() {
+        return fileMapProvider;
     }
 
     public String getFileName() {
@@ -120,4 +115,8 @@
     public int getMaxOpenFiles() {
         return maxOpenFiles;
     }
+
+    public FileReference getFileReference() {
+        return file;
+    }
 }
diff --git a/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml
index bd10e13..cfb843b 100644
--- a/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml
+++ b/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml
@@ -1,14 +1,12 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-storage-common-test</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <name>hyracks-storage-common-test</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <build>
@@ -18,8 +16,9 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
+          <fork>true</fork>
         </configuration>
       </plugin>
     </plugins>
@@ -35,13 +34,13 @@
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-storage-common</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<scope>compile</scope>
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
   		<artifactId>hyracks-test-support</artifactId>
-  		<version>0.2.3-SNAPSHOT</version>
+  		<version>0.2.4-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>
   	</dependency>
diff --git a/hyracks/hyracks-tests/pom.xml b/hyracks/hyracks-tests/pom.xml
index 054ec68..68b2ade 100644
--- a/hyracks/hyracks-tests/pom.xml
+++ b/hyracks/hyracks-tests/pom.xml
@@ -1,21 +1,23 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks-tests</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>hyracks-tests</name>
 
   <parent>
     <groupId>edu.uci.ics.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.2.3-SNAPSHOT</version>
+    <version>0.2.4-SNAPSHOT</version>
   </parent>
 
   <modules>
     <module>hyracks-storage-common-test</module>
     <module>hyracks-storage-am-btree-test</module>
-    <module>hyracks-storage-am-invertedindex-test</module>
     <module>hyracks-storage-am-rtree-test</module>
+    <module>hyracks-storage-am-lsm-common-test</module>
+    <module>hyracks-storage-am-lsm-btree-test</module>
+    <module>hyracks-storage-am-lsm-rtree-test</module>
+    <module>hyracks-storage-am-lsm-invertedindex-test</module>
+    <module>hyracks-storage-am-bloomfilter-test</module>
   </modules>
 </project>
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/pom.xml b/hyracks/hyracks-yarn/hyracks-yarn-am/pom.xml
index 9e453a6..d33ddc5 100644
--- a/hyracks/hyracks-yarn/hyracks-yarn-am/pom.xml
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/pom.xml
@@ -14,8 +14,8 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
         </configuration>
       </plugin>
       <plugin>
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/edu/uci/ics/hyracks/yarn/am/HyracksYarnApplicationMaster.java b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/edu/uci/ics/hyracks/yarn/am/HyracksYarnApplicationMaster.java
index a9c4520..e56285a 100644
--- a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/edu/uci/ics/hyracks/yarn/am/HyracksYarnApplicationMaster.java
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/edu/uci/ics/hyracks/yarn/am/HyracksYarnApplicationMaster.java
@@ -23,14 +23,18 @@
 import java.util.Set;
 import java.util.Timer;
 import java.util.TimerTask;
+import java.util.concurrent.atomic.AtomicInteger;
 
 import org.apache.commons.io.FileUtils;
 import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.api.ApplicationConstants;
 import org.apache.hadoop.yarn.api.protocolrecords.AllocateRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.AllocateResponse;
 import org.apache.hadoop.yarn.api.protocolrecords.RegisterApplicationMasterRequest;
 import org.apache.hadoop.yarn.api.protocolrecords.RegisterApplicationMasterResponse;
+import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
 import org.apache.hadoop.yarn.api.records.Container;
+import org.apache.hadoop.yarn.api.records.ContainerId;
 import org.apache.hadoop.yarn.api.records.ContainerStatus;
 import org.apache.hadoop.yarn.api.records.NodeId;
 import org.apache.hadoop.yarn.api.records.Priority;
@@ -38,6 +42,7 @@
 import org.apache.hadoop.yarn.api.records.ResourceRequest;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
 import org.apache.hadoop.yarn.exceptions.YarnRemoteException;
+import org.apache.hadoop.yarn.util.ConverterUtils;
 import org.apache.hadoop.yarn.util.Records;
 import org.kohsuke.args4j.CmdLineParser;
 
@@ -59,6 +64,10 @@
 
     private final Map<AbstractProcess, AskRecord> proc2AskMap;
 
+    private final AtomicInteger lastResponseId;
+
+    private final ApplicationAttemptId appAttemptId;
+
     private YarnConfiguration config;
 
     private AMRMConnection amrmc;
@@ -73,6 +82,11 @@
         asks = new ArrayList<ResourceRequest>();
         resource2AskMap = new HashMap<Resource, Set<AskRecord>>();
         proc2AskMap = new HashMap<AbstractProcess, AskRecord>();
+        lastResponseId = new AtomicInteger();
+
+        String containerIdStr = System.getenv(ApplicationConstants.AM_CONTAINER_ID_ENV);
+        ContainerId containerId = ConverterUtils.toContainerId(containerIdStr);
+        appAttemptId = containerId.getApplicationAttemptId();
     }
 
     private void run() throws Exception {
@@ -103,7 +117,7 @@
         rsrcRequest.setHostName(cSpec.getHostname());
 
         Priority pri = Records.newRecord(Priority.class);
-        pri.setPriority(100);
+        pri.setPriority(0);
         rsrcRequest.setPriority(pri);
 
         Resource capability = Records.newRecord(Resource.class);
@@ -124,7 +138,8 @@
         arSet.add(ar);
         proc2AskMap.put(proc, ar);
 
-        System.err.println(proc + " -> " + rsrcRequest);
+        System.err.println(proc + " -> [" + rsrcRequest.getHostName() + ", " + rsrcRequest.getNumContainers() + ", "
+                + rsrcRequest.getPriority() + ", " + rsrcRequest.getCapability().getMemory() + "]");
 
         asks.add(rsrcRequest);
     }
@@ -162,11 +177,14 @@
 
     private synchronized void populateAllocateRequest(AllocateRequest hb) {
         hb.addAllAsks(asks);
-        asks.clear();
+        hb.addAllReleases(new ArrayList<ContainerId>());
+        hb.setResponseId(lastResponseId.incrementAndGet());
+        hb.setApplicationAttemptId(appAttemptId);
     }
 
     private synchronized void processAllocation(List<Container> allocatedContainers,
             List<ContainerStatus> completedContainers) {
+        System.err.println(allocatedContainers);
         for (Container c : allocatedContainers) {
             System.err.println("Got container: " + c.getContainerStatus());
             NodeId nodeId = c.getNodeId();
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-client/pom.xml b/hyracks/hyracks-yarn/hyracks-yarn-client/pom.xml
index 08935a7..649aa6c 100644
--- a/hyracks/hyracks-yarn/hyracks-yarn-client/pom.xml
+++ b/hyracks/hyracks-yarn/hyracks-yarn-client/pom.xml
@@ -14,8 +14,8 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
         </configuration>
       </plugin>
       <plugin>
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/edu/uci/ics/hyracks/yarn/client/LaunchHyracksApplication.java b/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/edu/uci/ics/hyracks/yarn/client/LaunchHyracksApplication.java
index e12891e..0eb930e 100644
--- a/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/edu/uci/ics/hyracks/yarn/client/LaunchHyracksApplication.java
+++ b/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/edu/uci/ics/hyracks/yarn/client/LaunchHyracksApplication.java
@@ -53,7 +53,6 @@
 
         File amZipFile = new File(System.getProperty("basedir") + "/hyracks-yarn-am/hyracks-yarn-am.zip");
         localResources.put("archive", LocalResourceHelper.createArchiveResource(conf, amZipFile));
-        localResources.put("manifest.xml", LocalResourceHelper.createFileResource(conf, options.hcManifest));
         clCtx.setLocalResources(localResources);
 
         String command = "./archive/bin/hyracks-yarn-am 1>" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/stdout"
@@ -84,10 +83,19 @@
         @Option(name = "-application-name", required = true, usage = "Application Name")
         String appName;
 
+        @Option(name = "-am-host", required = false, usage = "Application master host name (default: *). Currently has NO effect")
+        String amHostName = "*";
+
         @Option(name = "-am-memory", required = false, usage = "Application Master memory requirements")
         int amMemory = 128;
 
-        @Option(name = "-hyracks-cluster-manifest", required = true, usage = "Hyracks Cluster Manifest file")
-        File hcManifest;
+        @Option(name = "-workers", required = true, usage = "Number of worker containers")
+        int nWorkers;
+
+        @Option(name = "-worker-memory", required = true, usage = "Amount of memory to provide to each worker")
+        int workerMemory;
+
+        @Option(name = "-extra-jars", required = false, usage = "Other jars that need to be added to the classpath")
+        String extraJars = "";
     }
 }
\ No newline at end of file
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-common/pom.xml b/hyracks/hyracks-yarn/hyracks-yarn-common/pom.xml
index 3aaf4a2..fe210fd 100644
--- a/hyracks/hyracks-yarn/hyracks-yarn-common/pom.xml
+++ b/hyracks/hyracks-yarn/hyracks-yarn-common/pom.xml
@@ -14,8 +14,8 @@
         <artifactId>maven-compiler-plugin</artifactId>
         <version>2.0.2</version>
         <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
+          <source>1.7</source>
+          <target>1.7</target>
         </configuration>
       </plugin>
     </plugins>
diff --git a/hyracks/pom.xml b/hyracks/pom.xml
index 09925fb..1d22561 100644
--- a/hyracks/pom.xml
+++ b/hyracks/pom.xml
@@ -3,12 +3,12 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>hyracks</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
+  <version>0.2.4-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>hyracks</name>
 
   <properties>
-    <jvm.extraargs/>
+    <jvm.extraargs />
   </properties>
 
   <build>
@@ -18,36 +18,26 @@
         <artifactId>maven-release-plugin</artifactId>
         <version>2.0</version>
         <configuration>
-            <goals>package source:jar javadoc:jar deploy:deploy</goals>
+          <goals>package source:jar javadoc:jar deploy:deploy</goals>
         </configuration>
       </plugin>
       <plugin>
-      	<groupId>org.codehaus.mojo</groupId>
-      	<artifactId>versions-maven-plugin</artifactId>
-      	<version>1.2</version>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>versions-maven-plugin</artifactId>
+        <version>1.2</version>
       </plugin>
       <plugin>
         <groupId>org.apache.maven.plugins</groupId>
         <artifactId>maven-surefire-plugin</artifactId>
-        <version>2.13</version>
+        <version>2.12</version>
         <configuration>
-            <forkMode>pertest</forkMode>
-            <argLine>-enableassertions -Djava.util.logging.config.file=${user.home}/logging.properties -Xdebug -Xrunjdwp:transport=dt_socket,server=y,address=8000,suspend=n ${jvm.extraargs}</argLine>
+          <forkMode>pertest</forkMode>
+          <argLine>-enableassertions -Djava.util.logging.config.file=${user.home}/logging.properties -Xdebug -Xrunjdwp:transport=dt_socket,server=y,address=8000,suspend=n ${jvm.extraargs} -Xmx2048m</argLine>
         </configuration>
       </plugin>
     </plugins>
   </build>
 
-  <reporting>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-changelog-plugin</artifactId>
-        <version>2.2</version>
-      </plugin>
-    </plugins>
-  </reporting>
-
   <distributionManagement>
     <repository>
       <id>hyracks-releases</id>
@@ -83,17 +73,22 @@
   <modules>
     <module>hyracks-ipc</module>
     <module>hyracks-api</module>
+    <module>hyracks-comm</module>
+    <module>hyracks-client</module>
     <module>hyracks-dataflow-common</module>
     <module>hyracks-dataflow-std</module>
     <module>hyracks-dataflow-hadoop</module>
     <module>hyracks-control</module>
     <module>hyracks-net</module>
     <module>hyracks-data</module>
-    <module>hyracks-cli</module>
     <module>hyracks-storage-common</module>
     <module>hyracks-storage-am-common</module>
+    <module>hyracks-storage-am-bloomfilter</module>
     <module>hyracks-storage-am-btree</module>
-    <module>hyracks-storage-am-invertedindex</module>
+    <module>hyracks-storage-am-lsm-invertedindex</module>
+    <module>hyracks-storage-am-lsm-common</module>
+    <module>hyracks-storage-am-lsm-btree</module>
+    <module>hyracks-storage-am-lsm-rtree</module>
     <module>hyracks-storage-am-rtree</module>
     <module>hyracks-test-support</module>
     <module>hyracks-tests</module>
@@ -101,9 +96,9 @@
     <module>hyracks-examples</module>
     <module>hyracks-documentation</module>
     <module>hyracks-hadoop-compat</module>
-    <!--module>hyracks-yarn</module-->
     <module>hyracks-maven-plugins</module>
     <module>hyracks-hdfs</module>
     <module>hyracks-dist</module>
+    <!--module>hyracks-yarn</module -->
   </modules>
 </project>
diff --git a/pom.xml b/pom.xml
index e4920b3..367101e 100644
--- a/pom.xml
+++ b/pom.xml
@@ -3,7 +3,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>fullstack</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
+  <version>0.2.4-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>hyracks-ecosystem-full-stack</name>
 
diff --git a/pregelix/pom.xml b/pregelix/pom.xml
index 7d08fb7..5c01e31 100644
--- a/pregelix/pom.xml
+++ b/pregelix/pom.xml
@@ -3,7 +3,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>edu.uci.ics.hyracks</groupId>
   <artifactId>pregelix</artifactId>
-  <version>0.2.3-SNAPSHOT</version>
+  <version>0.2.4-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>pregelix</name>
 
@@ -44,7 +44,7 @@
       <plugin>
         <groupId>org.apache.maven.plugins</groupId>
         <artifactId>maven-surefire-plugin</artifactId>
-        <version>2.13</version>
+        <version>2.12</version>
         <configuration>
             <forkMode>pertest</forkMode>
             <argLine>-enableassertions -Djava.util.logging.config.file=${user.home}/logging.properties -Xdebug -Xrunjdwp:transport=dt_socket,server=y,address=8000,suspend=n ${jvm.extraargs}</argLine>
@@ -53,16 +53,6 @@
     </plugins>
   </build>
 
-  <reporting>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-changelog-plugin</artifactId>
-        <version>2.2</version>
-      </plugin>
-    </plugins>
-  </reporting>
-
   <distributionManagement>
     <repository>
       <id>hyracks-releases</id>
diff --git a/pregelix/pregelix-api/pom.xml b/pregelix/pregelix-api/pom.xml
index 2caa93b..85f6ea2 100644
--- a/pregelix/pregelix-api/pom.xml
+++ b/pregelix/pregelix-api/pom.xml
@@ -7,7 +7,7 @@
 	<parent>
 		<groupId>edu.uci.ics.hyracks</groupId>
 		<artifactId>pregelix</artifactId>
-		<version>0.2.3-SNAPSHOT</version>
+		<version>0.2.4-SNAPSHOT</version>
 	</parent>
 
 	<properties>
@@ -21,8 +21,9 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
 				</configuration>
 			</plugin>
 			<plugin>
@@ -40,9 +41,10 @@
 				</configuration>
 			</plugin>
 			<plugin>
-				<artifactId>maven-clean-plugin</artifactId>
-				<version>2.5</version>
-				<configuration>
+				<groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-clean-plugin</artifactId>
+                <version>2.4.1</version>
+                <configuration>
 					<filesets>
 						<fileset>
 							<directory>.</directory>
@@ -66,7 +68,7 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-dataflow-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
@@ -77,11 +79,11 @@
 			<scope>test</scope>
 		</dependency>
 		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-core</artifactId>
-			<version>0.20.2</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
+                        <groupId>edu.uci.ics.hyracks</groupId>
+                        <artifactId>hyracks-hdfs-core</artifactId>
+                        <version>0.2.4-SNAPSHOT</version>
+                        <type>jar</type>
+                        <scope>compile</scope>
+                </dependency>
 	</dependencies>
 </project>
diff --git a/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/graph/Vertex.java b/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/graph/Vertex.java
index b7f9e3d..e51d4bc 100644
--- a/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/graph/Vertex.java
+++ b/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/graph/Vertex.java
@@ -26,7 +26,7 @@
 
 import org.apache.hadoop.io.Writable;
 import org.apache.hadoop.io.WritableComparable;
-import org.apache.hadoop.mapreduce.Mapper;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
 
 import edu.uci.ics.hyracks.api.comm.IFrameWriter;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
@@ -66,13 +66,15 @@
     /** List of incoming messages from the previous superstep */
     private final List<M> msgList = new ArrayList<M>();
     /** map context */
-    private static Mapper.Context context = null;
+    private static TaskAttemptContext context = null;
     /** a delegate for hyracks stuff */
     private VertexDelegate<I, V, E, M> delegate = new VertexDelegate<I, V, E, M>(this);
     /** this vertex is updated or not */
     private boolean updated = false;
     /** has outgoing messages */
     private boolean hasMessage = false;
+    /** created new vertex */
+    private boolean createdNewLiveVertex = false;
 
     /**
      * use object pool for re-using objects
@@ -104,6 +106,7 @@
         edge.setDestVertexId(targetVertexId);
         edge.setEdgeValue(edgeValue);
         destEdgeList.add(edge);
+        updated = true;
         return true;
     }
 
@@ -140,6 +143,7 @@
         usedEdge = 0;
         usedMessage = 0;
         usedValue = 0;
+        updated = false;
     }
 
     /**
@@ -217,6 +221,15 @@
      */
     public final void voteToHalt() {
         halt = true;
+        updated = true;
+    }
+
+    /**
+     * Activate a halted vertex such that it is alive again.
+     */
+    public final void activate() {
+        halt = false;
+        updated = true;
     }
 
     /**
@@ -258,6 +271,7 @@
         halt = in.readBoolean();
         updated = false;
         hasMessage = false;
+        createdNewLiveVertex = false;
     }
 
     @Override
@@ -369,10 +383,18 @@
     }
 
     /**
+     * Pregelix internal use only
+     */
+    public boolean createdNewLiveVertex() {
+        return this.createdNewLiveVertex;
+    }
+
+    /**
      * sort the edges
      */
     @SuppressWarnings("unchecked")
     public void sortEdges() {
+        updated = true;
         Collections.sort(destEdgeList);
     }
 
@@ -427,6 +449,7 @@
      */
     public boolean addEdge(Edge<I, E> edge) {
         edge.setConf(getContext().getConfiguration());
+        updated = true;
         return destEdgeList.add(edge);
     }
 
@@ -438,23 +461,28 @@
      * @return true if the edge is in the edge list of the vertex
      */
     public boolean removeEdge(Edge<I, E> edge) {
+        updated = true;
         return destEdgeList.remove(edge);
     }
 
     /**
      * Add a new vertex into the graph
      * 
-     * @param vertexId the vertex id
-     * @param vertex the vertex
+     * @param vertexId
+     *            the vertex id
+     * @param vertex
+     *            the vertex
      */
-    public final void addVertex(I vertexId, V vertex) {
+    public final void addVertex(I vertexId, Vertex vertex) {
+        createdNewLiveVertex |= !vertex.isHalted();
         delegate.addVertex(vertexId, vertex);
     }
 
     /**
      * Delete a vertex from id
      * 
-     * @param vertexId  the vertex id
+     * @param vertexId
+     *            the vertex id
      */
     public final void deleteVertex(I vertexId) {
         delegate.deleteVertex(vertexId);
@@ -528,7 +556,7 @@
     /**
      * Pregelix internal use only
      */
-    public static final Mapper<?, ?, ?, ?>.Context getContext() {
+    public static final TaskAttemptContext getContext() {
         return context;
     }
 
@@ -537,7 +565,7 @@
      * 
      * @param context
      */
-    public static final void setContext(Mapper<?, ?, ?, ?>.Context context) {
+    public static final void setContext(TaskAttemptContext context) {
         Vertex.context = context;
     }
 
diff --git a/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/graph/VertexDelegate.java b/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/graph/VertexDelegate.java
index d949bc5..4b153c1 100644
--- a/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/graph/VertexDelegate.java
+++ b/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/graph/VertexDelegate.java
@@ -105,7 +105,7 @@
         this.vertexId = vertexId;
     }
 
-    public final void addVertex(I vertexId, V vertex) {
+    public final void addVertex(I vertexId, Vertex vertex) {
         try {
             insertTb.reset();
             DataOutput outputInsert = insertTb.getDataOutput();
@@ -114,6 +114,19 @@
             vertex.write(outputInsert);
             insertTb.addFieldEndOffset();
             FrameTupleUtils.flushTuple(appenderInsert, insertTb, insertWriter);
+
+            /**
+             * push alive when necessary
+             */
+            if (pushAlive && !vertex.isHalted()) {
+                alive.reset();
+                DataOutput outputAlive = alive.getDataOutput();
+                vertexId.write(outputAlive);
+                alive.addFieldEndOffset();
+                dummyMessageList.write(outputAlive);
+                alive.addFieldEndOffset();
+                FrameTupleUtils.flushTuple(appenderAlive, alive, aliveWriter);
+            }
         } catch (Exception e) {
             throw new IllegalStateException(e);
         }
diff --git a/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/io/BasicGenInputSplit.java b/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/io/BasicGenInputSplit.java
index 7179737..ea33691 100644
--- a/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/io/BasicGenInputSplit.java
+++ b/pregelix/pregelix-api/src/main/java/edu/uci/ics/pregelix/api/io/BasicGenInputSplit.java
@@ -21,60 +21,64 @@
 import java.io.Serializable;
 
 import org.apache.hadoop.io.Writable;
-import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.lib.input.FileSplit;
 
 /**
  * This InputSplit will not give any ordering or location data. It is used
  * internally by BspInputFormat (which determines how many tasks to run the
  * application on). Users should not use this directly.
  */
-public class BasicGenInputSplit extends InputSplit implements Writable, Serializable {
-    private static final long serialVersionUID = 1L;
-    /** Number of splits */
-    private int numSplits = -1;
-    /** Split index */
-    private int splitIndex = -1;
+public class BasicGenInputSplit extends FileSplit implements Writable,
+		Serializable {
+	private static final long serialVersionUID = 1L;
+	/** Number of splits */
+	private int numSplits = -1;
+	/** Split index */
+	private int splitIndex = -1;
 
-    public BasicGenInputSplit() {
-    }
+	public BasicGenInputSplit() {
+		super(null, 0, 0, null);
+	}
 
-    public BasicGenInputSplit(int splitIndex, int numSplits) {
-        this.splitIndex = splitIndex;
-        this.numSplits = numSplits;
-    }
+	public BasicGenInputSplit(int splitIndex, int numSplits) {
+		super(null, 0, 0, null);
+		this.splitIndex = splitIndex;
+		this.numSplits = numSplits;
+	}
 
-    @Override
-    public long getLength() throws IOException, InterruptedException {
-        return 0;
-    }
+	@Override
+	public long getLength() {
+		return 0;
+	}
 
-    @Override
-    public String[] getLocations() throws IOException, InterruptedException {
-        return new String[] {};
-    }
+	@Override
+	public String[] getLocations() throws IOException {
+		return new String[] {};
+	}
 
-    @Override
-    public void readFields(DataInput in) throws IOException {
-        splitIndex = in.readInt();
-        numSplits = in.readInt();
-    }
+	@Override
+	public void readFields(DataInput in) throws IOException {
+		splitIndex = in.readInt();
+		numSplits = in.readInt();
+	}
 
-    @Override
-    public void write(DataOutput out) throws IOException {
-        out.writeInt(splitIndex);
-        out.writeInt(numSplits);
-    }
+	@Override
+	public void write(DataOutput out) throws IOException {
+		out.writeInt(splitIndex);
+		out.writeInt(numSplits);
+	}
 
-    public int getSplitIndex() {
-        return splitIndex;
-    }
+	public int getSplitIndex() {
+		return splitIndex;
+	}
 
-    public int getNumSplits() {
-        return numSplits;
-    }
+	public int getNumSplits() {
+		return numSplits;
+	}
 
-    @Override
-    public String toString() {
-        return "'" + getClass().getCanonicalName() + ", index=" + getSplitIndex() + ", num=" + getNumSplits();
-    }
+	@Override
+	public String toString() {
+		return "'" + getClass().getCanonicalName() + ", index="
+				+ getSplitIndex() + ", num=" + getNumSplits();
+	}
 }
diff --git a/pregelix/pregelix-core/pom.xml b/pregelix/pregelix-core/pom.xml
index 1618810..7b247a8 100644
--- a/pregelix/pregelix-core/pom.xml
+++ b/pregelix/pregelix-core/pom.xml
@@ -7,7 +7,7 @@
 	<parent>
 		<groupId>edu.uci.ics.hyracks</groupId>
 		<artifactId>pregelix</artifactId>
-		<version>0.2.3-SNAPSHOT</version>
+		<version>0.2.4-SNAPSHOT</version>
 	</parent>
 
 
@@ -18,8 +18,9 @@
 	<build>
 		<plugins>
 			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
 				<artifactId>maven-jar-plugin</artifactId>
-				<version>2.4</version>
+				<version>2.3.2</version>
 				<executions>
 					<execution>
 						<id>balancer</id>
@@ -57,20 +58,6 @@
 							</includes>
 						</configuration>
 					</execution>
-					<execution>
-						<id>patch</id>
-						<goals>
-							<goal>jar</goal>
-						</goals>
-						<phase>package</phase>
-						<configuration>
-							<classifier>patch</classifier>
-							<finalName>a-hadoop</finalName>
-							<includes>
-								<include>**/org/apache/**</include>
-							</includes>
-						</configuration>
-					</execution>
 				</executions>
 			</plugin>
 			<plugin>
@@ -78,14 +65,15 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
 				</configuration>
 			</plugin>
 			<plugin>
 				<groupId>org.codehaus.mojo</groupId>
 				<artifactId>appassembler-maven-plugin</artifactId>
-				<version>1.3</version>
+                <version>1.3</version>
 				<executions>
 					<execution>
 						<configuration>
@@ -158,25 +146,6 @@
 							</resources>
 						</configuration>
 					</execution>
-					<execution>
-						<id>copy-hadoop-patch</id>
-						<!-- here the phase you need -->
-						<phase>package</phase>
-						<goals>
-							<goal>copy-resources</goal>
-						</goals>
-						<configuration>
-							<outputDirectory>target/appassembler/lib</outputDirectory>
-							<resources>
-								<resource>
-									<directory>target</directory>
-									<includes>
-										<include>a-hadoop-patch.jar</include>
-									</includes>
-								</resource>
-							</resources>
-						</configuration>
-					</execution>
 				</executions>
 			</plugin>
 			<plugin>
@@ -185,7 +154,8 @@
 				<version>2.7.2</version>
 				<configuration>
 					<forkMode>pertest</forkMode>
-					<argLine>-enableassertions -Xmx512m -XX:MaxPermSize=300m -Dfile.encoding=UTF-8
+					<argLine>-enableassertions -Xmx512m -XX:MaxPermSize=300m
+						-Dfile.encoding=UTF-8
 						-Djava.util.logging.config.file=src/test/resources/logging.properties</argLine>
 					<includes>
 						<include>**/*TestSuite.java</include>
@@ -195,7 +165,7 @@
 			</plugin>
 			<plugin>
 				<artifactId>maven-clean-plugin</artifactId>
-				<version>2.5</version>
+                <version>2.4.1</version>
 				<configuration>
 					<filesets>
 						<fileset>
@@ -225,96 +195,84 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-dataflow-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-dataflow</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-dataflow-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-runtime</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-dataflow-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-data-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-core</artifactId>
-			<version>0.20.2</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-storage-am-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-storage-am-btree</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-control-cc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-control-nc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-			<type>jar</type>
-			<scope>compile</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-test</artifactId>
-			<version>0.20.2</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
@@ -328,7 +286,7 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks.examples</groupId>
 			<artifactId>hyracks-integration-tests</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<scope>test</scope>
 		</dependency>
 		<dependency>
@@ -348,7 +306,7 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-ipc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
diff --git a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/driver/Driver.java b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/driver/Driver.java
index 1b6f195..72256f9 100644
--- a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/driver/Driver.java
+++ b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/driver/Driver.java
@@ -72,22 +72,29 @@
     public void runJob(PregelixJob job, Plan planChoice, String ipAddress, int port, boolean profiling)
             throws HyracksException {
         applicationName = exampleClass.getSimpleName() + UUID.randomUUID();
-        /** add hadoop configurations */
-        URL hadoopCore = job.getClass().getClassLoader().getResource("core-site.xml");
-        job.getConfiguration().addResource(hadoopCore);
-        URL hadoopMapRed = job.getClass().getClassLoader().getResource("mapred-site.xml");
-        job.getConfiguration().addResource(hadoopMapRed);
-        URL hadoopHdfs = job.getClass().getClassLoader().getResource("hdfs-site.xml");
-        job.getConfiguration().addResource(hadoopHdfs);
-        ClusterConfig.loadClusterConfig(ipAddress, port);
-
-        LOG.info("job started");
-        long start = System.currentTimeMillis();
-        long end = start;
-        long time = 0;
-
-        this.profiling = profiling;
         try {
+            /** add hadoop configurations */
+            URL hadoopCore = job.getClass().getClassLoader().getResource("core-site.xml");
+            if (hadoopCore != null) {
+                job.getConfiguration().addResource(hadoopCore);
+            }
+            URL hadoopMapRed = job.getClass().getClassLoader().getResource("mapred-site.xml");
+            if (hadoopMapRed != null) {
+                job.getConfiguration().addResource(hadoopMapRed);
+            }
+            URL hadoopHdfs = job.getClass().getClassLoader().getResource("hdfs-site.xml");
+            if (hadoopHdfs != null) {
+                job.getConfiguration().addResource(hadoopHdfs);
+            }
+            ClusterConfig.loadClusterConfig(ipAddress, port);
+
+            LOG.info("job started");
+            long start = System.currentTimeMillis();
+            long end = start;
+            long time = 0;
+
+            this.profiling = profiling;
+
             switch (planChoice) {
                 case INNER_JOIN:
                     jobGen = new JobGenInnerJoin(job);
@@ -140,7 +147,6 @@
             start = System.currentTimeMillis();
             runHDFSWRite(jobGen);
             runCleanup(jobGen);
-            destroyApplication(applicationName);
             end = System.currentTimeMillis();
             time = end - start;
             LOG.info("result writing finished " + time + "ms");
@@ -203,8 +209,8 @@
 
     private void execute(JobSpecification job) throws Exception {
         job.setUseConnectorPolicyForScheduling(false);
-        JobId jobId = hcc.startJob(applicationName, job,
-                profiling ? EnumSet.of(JobFlag.PROFILE_RUNTIME) : EnumSet.noneOf(JobFlag.class));
+        JobId jobId = hcc
+                .startJob(job, profiling ? EnumSet.of(JobFlag.PROFILE_RUNTIME) : EnumSet.noneOf(JobFlag.class));
         hcc.waitForCompletion(jobId);
     }
 
@@ -219,15 +225,11 @@
         LOG.info("jar packing finished " + (end - start) + "ms");
 
         start = System.currentTimeMillis();
-        hcc.createApplication(applicationName, appZip);
+        // TODO: Fix this step to use Yarn
+        //hcc.createApplication(applicationName, appZip);
         end = System.currentTimeMillis();
         LOG.info("jar deployment finished " + (end - start) + "ms");
     }
-
-    public void destroyApplication(String jarFile) throws Exception {
-        hcc.destroyApplication(applicationName);
-    }
-
 }
 
 class FileFilter implements FilenameFilter {
diff --git a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGen.java b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGen.java
index efdbd41..77fd1a7 100644
--- a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGen.java
+++ b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGen.java
@@ -52,13 +52,13 @@
 import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDropOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDropOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
 import edu.uci.ics.pregelix.api.graph.GlobalAggregator;
 import edu.uci.ics.pregelix.api.graph.MessageCombiner;
 import edu.uci.ics.pregelix.api.graph.Vertex;
@@ -74,474 +74,404 @@
 import edu.uci.ics.pregelix.core.runtime.touchpoint.WritableComparingBinaryComparatorFactory;
 import edu.uci.ics.pregelix.core.util.DataflowUtils;
 import edu.uci.ics.pregelix.core.util.DatatypeHelper;
-import edu.uci.ics.pregelix.dataflow.VertexWriteOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.HDFSFileWriteOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.VertexFileScanOperatorDescriptor;
+import edu.uci.ics.pregelix.dataflow.VertexWriteOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.base.IConfigurationFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IRecordDescriptorFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IRuntimeHookFactory;
+import edu.uci.ics.pregelix.runtime.bootstrap.IndexLifeCycleManagerProvider;
 import edu.uci.ics.pregelix.runtime.bootstrap.StorageManagerInterface;
-import edu.uci.ics.pregelix.runtime.bootstrap.TreeIndexRegistryProvider;
 import edu.uci.ics.pregelix.runtime.touchpoint.RuntimeHookFactory;
 import edu.uci.ics.pregelix.runtime.touchpoint.VertexIdPartitionComputerFactory;
 
 public abstract class JobGen implements IJobGen {
-	private static final Logger LOGGER = Logger.getLogger(JobGen.class
-			.getName());
-	protected static final int MB = 1048576;
-	protected static final float DEFAULT_BTREE_FILL_FACTOR = 1.00f;
-	protected static final int tableSize = 10485767;
-	protected static final String PRIMARY_INDEX = "primary";
-	protected final Configuration conf;
-	protected final PregelixJob giraphJob;
-	protected IIndexRegistryProvider<IIndex> treeRegistryProvider = TreeIndexRegistryProvider.INSTANCE;
-	protected IStorageManagerInterface storageManagerInterface = StorageManagerInterface.INSTANCE;
-	protected String jobId = new UUID(System.currentTimeMillis(),
-			System.nanoTime()).toString();
-	protected int frameSize = ClusterConfig.getFrameSize();
-	protected int maxFrameNumber = (int) (((long) 32 * MB) / frameSize);
+    private static final Logger LOGGER = Logger.getLogger(JobGen.class.getName());
+    protected static final int MB = 1048576;
+    protected static final float DEFAULT_BTREE_FILL_FACTOR = 1.00f;
+    protected static final int tableSize = 10485767;
+    protected static final String PRIMARY_INDEX = "primary";
+    protected final Configuration conf;
+    protected final PregelixJob giraphJob;
+    protected IIndexLifecycleManagerProvider lcManagerProvider = IndexLifeCycleManagerProvider.INSTANCE;
+    protected IStorageManagerInterface storageManagerInterface = StorageManagerInterface.INSTANCE;
+    protected String jobId = new UUID(System.currentTimeMillis(), System.nanoTime()).toString();
+    protected int frameSize = ClusterConfig.getFrameSize();
+    protected int maxFrameNumber = (int) (((long) 32 * MB) / frameSize);
 
-	protected static final String SECONDARY_INDEX_ODD = "secondary1";
-	protected static final String SECONDARY_INDEX_EVEN = "secondary2";
+    protected static final String SECONDARY_INDEX_ODD = "secondary1";
+    protected static final String SECONDARY_INDEX_EVEN = "secondary2";
 
-	public JobGen(PregelixJob job) {
-		this.conf = job.getConfiguration();
-		this.giraphJob = job;
-		this.initJobConfiguration();
-		job.setJobId(jobId);
-		
-		//set the frame size to be the one user specified if the user did specify.
-		int specifiedFrameSize = BspUtils.getFrameSize(job.getConfiguration());
-		if (specifiedFrameSize > 0) {
-			frameSize = specifiedFrameSize;
-			maxFrameNumber = (int) (((long) 32 * MB) / frameSize);
-		}
-		if (maxFrameNumber <= 0) {
-			maxFrameNumber = 1;
-		}
-	}
+    public JobGen(PregelixJob job) {
+        this.conf = job.getConfiguration();
+        this.giraphJob = job;
+        this.initJobConfiguration();
+        job.setJobId(jobId);
 
-	@SuppressWarnings({ "rawtypes", "unchecked" })
-	private void initJobConfiguration() {
-		Class vertexClass = conf.getClass(PregelixJob.VERTEX_CLASS,
-				Vertex.class);
-		List<Type> parameterTypes = ReflectionUtils.getTypeArguments(
-				Vertex.class, vertexClass);
-		Type vertexIndexType = parameterTypes.get(0);
-		Type vertexValueType = parameterTypes.get(1);
-		Type edgeValueType = parameterTypes.get(2);
-		Type messageValueType = parameterTypes.get(3);
-		conf.setClass(PregelixJob.VERTEX_INDEX_CLASS,
-				(Class<?>) vertexIndexType, WritableComparable.class);
-		conf.setClass(PregelixJob.VERTEX_VALUE_CLASS,
-				(Class<?>) vertexValueType, Writable.class);
-		conf.setClass(PregelixJob.EDGE_VALUE_CLASS, (Class<?>) edgeValueType,
-				Writable.class);
-		conf.setClass(PregelixJob.MESSAGE_VALUE_CLASS,
-				(Class<?>) messageValueType, Writable.class);
+        // set the frame size to be the one user specified if the user did
+        // specify.
+        int specifiedFrameSize = BspUtils.getFrameSize(job.getConfiguration());
+        if (specifiedFrameSize > 0) {
+            frameSize = specifiedFrameSize;
+            maxFrameNumber = (int) (((long) 32 * MB) / frameSize);
+        }
+        if (maxFrameNumber <= 0) {
+            maxFrameNumber = 1;
+        }
+    }
 
-		Class aggregatorClass = BspUtils.getGlobalAggregatorClass(conf);
-		if (!aggregatorClass.equals(GlobalAggregator.class)) {
-			List<Type> argTypes = ReflectionUtils.getTypeArguments(
-					GlobalAggregator.class, aggregatorClass);
-			Type partialAggregateValueType = argTypes.get(4);
-			conf.setClass(PregelixJob.PARTIAL_AGGREGATE_VALUE_CLASS,
-					(Class<?>) partialAggregateValueType, Writable.class);
-			Type finalAggregateValueType = argTypes.get(5);
-			conf.setClass(PregelixJob.FINAL_AGGREGATE_VALUE_CLASS,
-					(Class<?>) finalAggregateValueType, Writable.class);
-		}
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    private void initJobConfiguration() {
+        Class vertexClass = conf.getClass(PregelixJob.VERTEX_CLASS, Vertex.class);
+        List<Type> parameterTypes = ReflectionUtils.getTypeArguments(Vertex.class, vertexClass);
+        Type vertexIndexType = parameterTypes.get(0);
+        Type vertexValueType = parameterTypes.get(1);
+        Type edgeValueType = parameterTypes.get(2);
+        Type messageValueType = parameterTypes.get(3);
+        conf.setClass(PregelixJob.VERTEX_INDEX_CLASS, (Class<?>) vertexIndexType, WritableComparable.class);
+        conf.setClass(PregelixJob.VERTEX_VALUE_CLASS, (Class<?>) vertexValueType, Writable.class);
+        conf.setClass(PregelixJob.EDGE_VALUE_CLASS, (Class<?>) edgeValueType, Writable.class);
+        conf.setClass(PregelixJob.MESSAGE_VALUE_CLASS, (Class<?>) messageValueType, Writable.class);
 
-		Class combinerClass = BspUtils.getMessageCombinerClass(conf);
-		if (!combinerClass.equals(MessageCombiner.class)) {
-			List<Type> argTypes = ReflectionUtils.getTypeArguments(
-					MessageCombiner.class, combinerClass);
-			Type partialCombineValueType = argTypes.get(2);
-			conf.setClass(PregelixJob.PARTIAL_COMBINE_VALUE_CLASS,
-					(Class<?>) partialCombineValueType, Writable.class);
-		}
-	}
+        Class aggregatorClass = BspUtils.getGlobalAggregatorClass(conf);
+        if (!aggregatorClass.equals(GlobalAggregator.class)) {
+            List<Type> argTypes = ReflectionUtils.getTypeArguments(GlobalAggregator.class, aggregatorClass);
+            Type partialAggregateValueType = argTypes.get(4);
+            conf.setClass(PregelixJob.PARTIAL_AGGREGATE_VALUE_CLASS, (Class<?>) partialAggregateValueType,
+                    Writable.class);
+            Type finalAggregateValueType = argTypes.get(5);
+            conf.setClass(PregelixJob.FINAL_AGGREGATE_VALUE_CLASS, (Class<?>) finalAggregateValueType, Writable.class);
+        }
 
-	public String getJobId() {
-		return jobId;
-	}
+        Class combinerClass = BspUtils.getMessageCombinerClass(conf);
+        if (!combinerClass.equals(MessageCombiner.class)) {
+            List<Type> argTypes = ReflectionUtils.getTypeArguments(MessageCombiner.class, combinerClass);
+            Type partialCombineValueType = argTypes.get(2);
+            conf.setClass(PregelixJob.PARTIAL_COMBINE_VALUE_CLASS, (Class<?>) partialCombineValueType, Writable.class);
+        }
+    }
 
-	@SuppressWarnings({ "rawtypes", "unchecked" })
-	@Override
-	public JobSpecification generateCreatingJob() throws HyracksException {
-		Class<? extends WritableComparable<?>> vertexIdClass = BspUtils
-				.getVertexIndexClass(conf);
-		JobSpecification spec = new JobSpecification();
-		ITypeTraits[] typeTraits = new ITypeTraits[2];
-		typeTraits[0] = new TypeTraits(false);
-		typeTraits[1] = new TypeTraits(false);
-		IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
-		comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(
-				WritableComparator.get(vertexIdClass).getClass());
+    public String getJobId() {
+        return jobId;
+    }
 
-		IFileSplitProvider fileSplitProvider = ClusterConfig
-				.getFileSplitProvider(jobId, PRIMARY_INDEX);
-		TreeIndexCreateOperatorDescriptor btreeCreate = new TreeIndexCreateOperatorDescriptor(
-				spec, storageManagerInterface, treeRegistryProvider,
-				fileSplitProvider, typeTraits, comparatorFactories,
-				new BTreeDataflowHelperFactory(),
-				NoOpOperationCallbackProvider.INSTANCE);
-		ClusterConfig.setLocationConstraint(spec, btreeCreate);
-		return spec;
-	}
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    @Override
+    public JobSpecification generateCreatingJob() throws HyracksException {
+        Class<? extends WritableComparable<?>> vertexIdClass = BspUtils.getVertexIndexClass(conf);
+        JobSpecification spec = new JobSpecification();
+        ITypeTraits[] typeTraits = new ITypeTraits[2];
+        typeTraits[0] = new TypeTraits(false);
+        typeTraits[1] = new TypeTraits(false);
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
+        comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(WritableComparator.get(vertexIdClass)
+                .getClass());
 
-	@SuppressWarnings({ "rawtypes", "unchecked" })
-	@Override
-	public JobSpecification generateLoadingJob() throws HyracksException {
-		Class<? extends WritableComparable<?>> vertexIdClass = BspUtils
-				.getVertexIndexClass(conf);
-		Class<? extends Writable> vertexClass = BspUtils.getVertexClass(conf);
-		JobSpecification spec = new JobSpecification();
-		IFileSplitProvider fileSplitProvider = ClusterConfig
-				.getFileSplitProvider(jobId, PRIMARY_INDEX);
+        IFileSplitProvider fileSplitProvider = ClusterConfig.getFileSplitProvider(jobId, PRIMARY_INDEX);
+        TreeIndexCreateOperatorDescriptor btreeCreate = new TreeIndexCreateOperatorDescriptor(spec,
+                storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits, comparatorFactories, null,
+                new BTreeDataflowHelperFactory(), new TransientLocalResourceFactoryProvider(),
+                NoOpOperationCallbackFactory.INSTANCE);
+        ClusterConfig.setLocationConstraint(spec, btreeCreate);
+        return spec;
+    }
 
-		/**
-		 * the graph file scan operator and use count constraint first, will use
-		 * absolute constraint later
-		 */
-		VertexInputFormat inputFormat = BspUtils.createVertexInputFormat(conf);
-		List<InputSplit> splits = new ArrayList<InputSplit>();
-		try {
-			splits = inputFormat.getSplits(giraphJob,
-					fileSplitProvider.getFileSplits().length);
-			LOGGER.info("number of splits: " + splits.size());
-			for (InputSplit split : splits)
-				LOGGER.info(split.toString());
-		} catch (Exception e) {
-			throw new HyracksDataException(e);
-		}
-		RecordDescriptor recordDescriptor = DataflowUtils
-				.getRecordDescriptorFromKeyValueClasses(
-						vertexIdClass.getName(), vertexClass.getName());
-		IConfigurationFactory confFactory = new ConfigurationFactory(conf);
-		VertexFileScanOperatorDescriptor scanner = new VertexFileScanOperatorDescriptor(
-				spec, recordDescriptor, splits, confFactory);
-		ClusterConfig.setLocationConstraint(spec, scanner, splits);
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    @Override
+    public JobSpecification generateLoadingJob() throws HyracksException {
+        Class<? extends WritableComparable<?>> vertexIdClass = BspUtils.getVertexIndexClass(conf);
+        Class<? extends Writable> vertexClass = BspUtils.getVertexClass(conf);
+        JobSpecification spec = new JobSpecification();
+        IFileSplitProvider fileSplitProvider = ClusterConfig.getFileSplitProvider(jobId, PRIMARY_INDEX);
 
-		/**
-		 * construct sort operator
-		 */
-		int[] sortFields = new int[1];
-		sortFields[0] = 0;
-		INormalizedKeyComputerFactory nkmFactory = NormalizedKeyComputerFactoryProvider.INSTANCE
-				.getAscINormalizedKeyComputerFactory(vertexIdClass);
-		IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
-		comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(
-				WritableComparator.get(vertexIdClass).getClass());
-		ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(
-				spec, maxFrameNumber, sortFields, nkmFactory,
-				comparatorFactories, recordDescriptor);
-		ClusterConfig.setLocationConstraint(spec, sorter);
+        /**
+         * the graph file scan operator and use count constraint first, will use
+         * absolute constraint later
+         */
+        VertexInputFormat inputFormat = BspUtils.createVertexInputFormat(conf);
+        List<InputSplit> splits = new ArrayList<InputSplit>();
+        try {
+            splits = inputFormat.getSplits(giraphJob, fileSplitProvider.getFileSplits().length);
+            LOGGER.info("number of splits: " + splits.size());
+            for (InputSplit split : splits)
+                LOGGER.info(split.toString());
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+        RecordDescriptor recordDescriptor = DataflowUtils.getRecordDescriptorFromKeyValueClasses(
+                vertexIdClass.getName(), vertexClass.getName());
+        IConfigurationFactory confFactory = new ConfigurationFactory(conf);
+        String[] readSchedule = ClusterConfig.getHdfsScheduler().getLocationConstraints(splits);
+        VertexFileScanOperatorDescriptor scanner = new VertexFileScanOperatorDescriptor(spec, recordDescriptor, splits,
+                readSchedule, confFactory);
+        ClusterConfig.setLocationConstraint(spec, scanner);
 
-		/**
-		 * construct tree bulk load operator
-		 */
-		int[] fieldPermutation = new int[2];
-		fieldPermutation[0] = 0;
-		fieldPermutation[1] = 1;
-		ITypeTraits[] typeTraits = new ITypeTraits[2];
-		typeTraits[0] = new TypeTraits(false);
-		typeTraits[1] = new TypeTraits(false);
-		TreeIndexBulkLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(
-				spec, storageManagerInterface, treeRegistryProvider,
-				fileSplitProvider, typeTraits, comparatorFactories,
-				fieldPermutation, DEFAULT_BTREE_FILL_FACTOR,
-				new BTreeDataflowHelperFactory(),
-				NoOpOperationCallbackProvider.INSTANCE);
-		ClusterConfig.setLocationConstraint(spec, btreeBulkLoad);
+        /**
+         * construct sort operator
+         */
+        int[] sortFields = new int[1];
+        sortFields[0] = 0;
+        INormalizedKeyComputerFactory nkmFactory = NormalizedKeyComputerFactoryProvider.INSTANCE
+                .getAscINormalizedKeyComputerFactory(vertexIdClass);
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
+        comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(WritableComparator.get(vertexIdClass)
+                .getClass());
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, maxFrameNumber, sortFields,
+                nkmFactory, comparatorFactories, recordDescriptor);
+        ClusterConfig.setLocationConstraint(spec, sorter);
 
-		/**
-		 * connect operator descriptors
-		 */
-		ITuplePartitionComputerFactory hashPartitionComputerFactory = new VertexIdPartitionComputerFactory(
-				DatatypeHelper.createSerializerDeserializer(vertexIdClass));
-		spec.connect(new MToNPartitioningConnectorDescriptor(spec,
-				hashPartitionComputerFactory), scanner, 0, sorter, 0);
-		spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0,
-				btreeBulkLoad, 0);
-		return spec;
-	}
+        /**
+         * construct tree bulk load operator
+         */
+        int[] fieldPermutation = new int[2];
+        fieldPermutation[0] = 0;
+        fieldPermutation[1] = 1;
+        ITypeTraits[] typeTraits = new ITypeTraits[2];
+        typeTraits[0] = new TypeTraits(false);
+        typeTraits[1] = new TypeTraits(false);
+        TreeIndexBulkLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits, comparatorFactories, null,
+                fieldPermutation, DEFAULT_BTREE_FILL_FACTOR, false, 0, new BTreeDataflowHelperFactory(),
+                NoOpOperationCallbackFactory.INSTANCE);
+        ClusterConfig.setLocationConstraint(spec, btreeBulkLoad);
 
-	@Override
-	public JobSpecification generateJob(int iteration) throws HyracksException {
-		if (iteration <= 0)
-			throw new IllegalStateException(
-					"iteration number cannot be less than 1");
-		if (iteration == 1)
-			return generateFirstIteration(iteration);
-		else
-			return generateNonFirstIteration(iteration);
-	}
+        /**
+         * connect operator descriptors
+         */
+        ITuplePartitionComputerFactory hashPartitionComputerFactory = new VertexIdPartitionComputerFactory(
+                DatatypeHelper.createSerializerDeserializer(vertexIdClass));
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 0, sorter, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, btreeBulkLoad, 0);
+        return spec;
+    }
 
-	@SuppressWarnings({ "rawtypes", "unchecked" })
-	public JobSpecification scanSortPrintGraph(String nodeName, String path)
-			throws HyracksException {
-		Class<? extends WritableComparable<?>> vertexIdClass = BspUtils
-				.getVertexIndexClass(conf);
-		Class<? extends Writable> vertexClass = BspUtils.getVertexClass(conf);
-		int maxFrameLimit = (int) (((long) 512 * MB) / frameSize);
-		JobSpecification spec = new JobSpecification();
-		IFileSplitProvider fileSplitProvider = ClusterConfig
-				.getFileSplitProvider(jobId, PRIMARY_INDEX);
+    @Override
+    public JobSpecification generateJob(int iteration) throws HyracksException {
+        if (iteration <= 0)
+            throw new IllegalStateException("iteration number cannot be less than 1");
+        if (iteration == 1)
+            return generateFirstIteration(iteration);
+        else
+            return generateNonFirstIteration(iteration);
+    }
 
-		/**
-		 * the graph file scan operator and use count constraint first, will use
-		 * absolute constraint later
-		 */
-		VertexInputFormat inputFormat = BspUtils.createVertexInputFormat(conf);
-		List<InputSplit> splits = new ArrayList<InputSplit>();
-		try {
-			splits = inputFormat.getSplits(giraphJob,
-					fileSplitProvider.getFileSplits().length);
-		} catch (Exception e) {
-			throw new HyracksDataException(e);
-		}
-		RecordDescriptor recordDescriptor = DataflowUtils
-				.getRecordDescriptorFromKeyValueClasses(
-						vertexIdClass.getName(), vertexClass.getName());
-		IConfigurationFactory confFactory = new ConfigurationFactory(conf);
-		VertexFileScanOperatorDescriptor scanner = new VertexFileScanOperatorDescriptor(
-				spec, recordDescriptor, splits, confFactory);
-		PartitionConstraintHelper.addPartitionCountConstraint(spec, scanner,
-				splits.size());
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    public JobSpecification scanSortPrintGraph(String nodeName, String path) throws HyracksException {
+        Class<? extends WritableComparable<?>> vertexIdClass = BspUtils.getVertexIndexClass(conf);
+        Class<? extends Writable> vertexClass = BspUtils.getVertexClass(conf);
+        int maxFrameLimit = (int) (((long) 512 * MB) / frameSize);
+        JobSpecification spec = new JobSpecification();
+        IFileSplitProvider fileSplitProvider = ClusterConfig.getFileSplitProvider(jobId, PRIMARY_INDEX);
 
-		/**
-		 * construct sort operator
-		 */
-		int[] sortFields = new int[1];
-		sortFields[0] = 0;
-		INormalizedKeyComputerFactory nkmFactory = NormalizedKeyComputerFactoryProvider.INSTANCE
-				.getAscINormalizedKeyComputerFactory(vertexIdClass);
-		IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
-		comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(
-				WritableComparator.get(vertexIdClass).getClass());
-		ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(
-				spec, maxFrameLimit, sortFields, nkmFactory,
-				comparatorFactories, recordDescriptor);
-		PartitionConstraintHelper.addPartitionCountConstraint(spec, sorter,
-				splits.size());
+        /**
+         * the graph file scan operator and use count constraint first, will use
+         * absolute constraint later
+         */
+        VertexInputFormat inputFormat = BspUtils.createVertexInputFormat(conf);
+        List<InputSplit> splits = new ArrayList<InputSplit>();
+        try {
+            splits = inputFormat.getSplits(giraphJob, fileSplitProvider.getFileSplits().length);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+        RecordDescriptor recordDescriptor = DataflowUtils.getRecordDescriptorFromKeyValueClasses(
+                vertexIdClass.getName(), vertexClass.getName());
+        IConfigurationFactory confFactory = new ConfigurationFactory(conf);
+        String[] readSchedule = ClusterConfig.getHdfsScheduler().getLocationConstraints(splits);
+        VertexFileScanOperatorDescriptor scanner = new VertexFileScanOperatorDescriptor(spec, recordDescriptor, splits,
+                readSchedule, confFactory);
+        ClusterConfig.setLocationConstraint(spec, scanner);
 
-		/**
-		 * construct write file operator
-		 */
-		FileSplit resultFile = new FileSplit(nodeName, new FileReference(
-				new File(path)));
-		FileSplit[] results = new FileSplit[1];
-		results[0] = resultFile;
-		IFileSplitProvider resultFileSplitProvider = new ConstantFileSplitProvider(
-				results);
-		IRuntimeHookFactory preHookFactory = new RuntimeHookFactory(confFactory);
-		IRecordDescriptorFactory inputRdFactory = DataflowUtils
-				.getWritableRecordDescriptorFactoryFromWritableClasses(
-						vertexIdClass.getName(), vertexClass.getName());
-		VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(
-				spec, inputRdFactory, resultFileSplitProvider, preHookFactory,
-				null);
-		PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer,
-				new String[] { "nc1" });
-		PartitionConstraintHelper.addPartitionCountConstraint(spec, writer, 1);
+        /**
+         * construct sort operator
+         */
+        int[] sortFields = new int[1];
+        sortFields[0] = 0;
+        INormalizedKeyComputerFactory nkmFactory = NormalizedKeyComputerFactoryProvider.INSTANCE
+                .getAscINormalizedKeyComputerFactory(vertexIdClass);
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
+        comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(WritableComparator.get(vertexIdClass)
+                .getClass());
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, maxFrameLimit, sortFields,
+                nkmFactory, comparatorFactories, recordDescriptor);
+        ClusterConfig.setLocationConstraint(spec, sorter);
 
-		/**
-		 * connect operator descriptors
-		 */
-		ITuplePartitionComputerFactory hashPartitionComputerFactory = new VertexIdPartitionComputerFactory(
-				DatatypeHelper.createSerializerDeserializer(vertexIdClass));
-		spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, sorter,
-				0);
-		spec.connect(new MToNPartitioningMergingConnectorDescriptor(spec,
-				hashPartitionComputerFactory, sortFields, comparatorFactories),
-				sorter, 0, writer, 0);
-		return spec;
-	}
+        /**
+         * construct write file operator
+         */
+        FileSplit resultFile = new FileSplit(nodeName, new FileReference(new File(path)));
+        FileSplit[] results = new FileSplit[1];
+        results[0] = resultFile;
+        IFileSplitProvider resultFileSplitProvider = new ConstantFileSplitProvider(results);
+        IRuntimeHookFactory preHookFactory = new RuntimeHookFactory(confFactory);
+        IRecordDescriptorFactory inputRdFactory = DataflowUtils.getWritableRecordDescriptorFactoryFromWritableClasses(
+                vertexIdClass.getName(), vertexClass.getName());
+        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, inputRdFactory,
+                resultFileSplitProvider, preHookFactory, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer, new String[] { "nc1" });
+        PartitionConstraintHelper.addPartitionCountConstraint(spec, writer, 1);
 
-	@SuppressWarnings({ "rawtypes", "unchecked" })
-	public JobSpecification scanIndexPrintGraph(String nodeName, String path)
-			throws HyracksException {
-		Class<? extends WritableComparable<?>> vertexIdClass = BspUtils
-				.getVertexIndexClass(conf);
-		Class<? extends Writable> vertexClass = BspUtils.getVertexClass(conf);
-		JobSpecification spec = new JobSpecification();
+        /**
+         * connect operator descriptors
+         */
+        ITuplePartitionComputerFactory hashPartitionComputerFactory = new VertexIdPartitionComputerFactory(
+                DatatypeHelper.createSerializerDeserializer(vertexIdClass));
+        spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, sorter, 0);
+        spec.connect(new MToNPartitioningMergingConnectorDescriptor(spec, hashPartitionComputerFactory, sortFields,
+                comparatorFactories), sorter, 0, writer, 0);
+        return spec;
+    }
 
-		/**
-		 * construct empty tuple operator
-		 */
-		ArrayTupleBuilder tb = new ArrayTupleBuilder(2);
-		DataOutput dos = tb.getDataOutput();
-		tb.reset();
-		UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
-		tb.addFieldEndOffset();
-		ISerializerDeserializer[] keyRecDescSers = {
-				UTF8StringSerializerDeserializer.INSTANCE,
-				UTF8StringSerializerDeserializer.INSTANCE };
-		RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-		ConstantTupleSourceOperatorDescriptor emptyTupleSource = new ConstantTupleSourceOperatorDescriptor(
-				spec, keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(),
-				tb.getSize());
-		ClusterConfig.setLocationConstraint(spec, emptyTupleSource);
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    public JobSpecification scanIndexPrintGraph(String nodeName, String path) throws HyracksException {
+        Class<? extends WritableComparable<?>> vertexIdClass = BspUtils.getVertexIndexClass(conf);
+        Class<? extends Writable> vertexClass = BspUtils.getVertexClass(conf);
+        JobSpecification spec = new JobSpecification();
 
-		/**
-		 * construct btree search operator
-		 */
-		IConfigurationFactory confFactory = new ConfigurationFactory(conf);
-		RecordDescriptor recordDescriptor = DataflowUtils
-				.getRecordDescriptorFromKeyValueClasses(
-						vertexIdClass.getName(), vertexClass.getName());
-		IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
-		comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(
-				WritableComparator.get(vertexIdClass).getClass());
-		IFileSplitProvider fileSplitProvider = ClusterConfig
-				.getFileSplitProvider(jobId, PRIMARY_INDEX);
-		ITypeTraits[] typeTraits = new ITypeTraits[2];
-		typeTraits[0] = new TypeTraits(false);
-		typeTraits[1] = new TypeTraits(false);
-		BTreeSearchOperatorDescriptor scanner = new BTreeSearchOperatorDescriptor(
-				spec, recordDescriptor, storageManagerInterface,
-				treeRegistryProvider, fileSplitProvider, typeTraits,
-				comparatorFactories, null, null, true, true,
-				new BTreeDataflowHelperFactory(), false,
-				NoOpOperationCallbackProvider.INSTANCE);
-		ClusterConfig.setLocationConstraint(spec, scanner);
+        /**
+         * construct empty tuple operator
+         */
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(2);
+        DataOutput dos = tb.getDataOutput();
+        tb.reset();
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
+        tb.addFieldEndOffset();
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+        ConstantTupleSourceOperatorDescriptor emptyTupleSource = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        ClusterConfig.setLocationConstraint(spec, emptyTupleSource);
 
-		/**
-		 * construct write file operator
-		 */
-		FileSplit resultFile = new FileSplit(nodeName, new FileReference(
-				new File(path)));
-		FileSplit[] results = new FileSplit[1];
-		results[0] = resultFile;
-		IFileSplitProvider resultFileSplitProvider = new ConstantFileSplitProvider(
-				results);
-		IRuntimeHookFactory preHookFactory = new RuntimeHookFactory(confFactory);
-		IRecordDescriptorFactory inputRdFactory = DataflowUtils
-				.getWritableRecordDescriptorFactoryFromWritableClasses(
-						vertexIdClass.getName(), vertexClass.getName());
-		VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(
-				spec, inputRdFactory, resultFileSplitProvider, preHookFactory,
-				null);
-		PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer,
-				new String[] { "nc1" });
-		PartitionConstraintHelper.addPartitionCountConstraint(spec, writer, 1);
+        /**
+         * construct btree search operator
+         */
+        IConfigurationFactory confFactory = new ConfigurationFactory(conf);
+        RecordDescriptor recordDescriptor = DataflowUtils.getRecordDescriptorFromKeyValueClasses(
+                vertexIdClass.getName(), vertexClass.getName());
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
+        comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(WritableComparator.get(vertexIdClass)
+                .getClass());
+        IFileSplitProvider fileSplitProvider = ClusterConfig.getFileSplitProvider(jobId, PRIMARY_INDEX);
+        ITypeTraits[] typeTraits = new ITypeTraits[2];
+        typeTraits[0] = new TypeTraits(false);
+        typeTraits[1] = new TypeTraits(false);
+        BTreeSearchOperatorDescriptor scanner = new BTreeSearchOperatorDescriptor(spec, recordDescriptor,
+                storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits, comparatorFactories, null,
+                null, null, true, true, new BTreeDataflowHelperFactory(), false, NoOpOperationCallbackFactory.INSTANCE);
+        ClusterConfig.setLocationConstraint(spec, scanner);
 
-		/**
-		 * connect operator descriptors
-		 */
-		int[] sortFields = new int[1];
-		sortFields[0] = 0;
-		ITuplePartitionComputerFactory hashPartitionComputerFactory = new VertexIdPartitionComputerFactory(
-				DatatypeHelper.createSerializerDeserializer(vertexIdClass));
-		spec.connect(new OneToOneConnectorDescriptor(spec), emptyTupleSource,
-				0, scanner, 0);
-		spec.connect(new MToNPartitioningMergingConnectorDescriptor(spec,
-				hashPartitionComputerFactory, sortFields, comparatorFactories),
-				scanner, 0, writer, 0);
-		spec.setFrameSize(frameSize);
-		return spec;
-	}
+        /**
+         * construct write file operator
+         */
+        FileSplit resultFile = new FileSplit(nodeName, new FileReference(new File(path)));
+        FileSplit[] results = new FileSplit[1];
+        results[0] = resultFile;
+        IFileSplitProvider resultFileSplitProvider = new ConstantFileSplitProvider(results);
+        IRuntimeHookFactory preHookFactory = new RuntimeHookFactory(confFactory);
+        IRecordDescriptorFactory inputRdFactory = DataflowUtils.getWritableRecordDescriptorFactoryFromWritableClasses(
+                vertexIdClass.getName(), vertexClass.getName());
+        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, inputRdFactory,
+                resultFileSplitProvider, preHookFactory, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer, new String[] { "nc1" });
+        PartitionConstraintHelper.addPartitionCountConstraint(spec, writer, 1);
 
-	@SuppressWarnings({ "rawtypes", "unchecked" })
-	public JobSpecification scanIndexWriteGraph() throws HyracksException {
-		Class<? extends WritableComparable<?>> vertexIdClass = BspUtils
-				.getVertexIndexClass(conf);
-		Class<? extends Writable> vertexClass = BspUtils.getVertexClass(conf);
-		JobSpecification spec = new JobSpecification();
+        /**
+         * connect operator descriptors
+         */
+        int[] sortFields = new int[1];
+        sortFields[0] = 0;
+        ITuplePartitionComputerFactory hashPartitionComputerFactory = new VertexIdPartitionComputerFactory(
+                DatatypeHelper.createSerializerDeserializer(vertexIdClass));
+        spec.connect(new OneToOneConnectorDescriptor(spec), emptyTupleSource, 0, scanner, 0);
+        spec.connect(new MToNPartitioningMergingConnectorDescriptor(spec, hashPartitionComputerFactory, sortFields,
+                comparatorFactories), scanner, 0, writer, 0);
+        spec.setFrameSize(frameSize);
+        return spec;
+    }
 
-		/**
-		 * construct empty tuple operator
-		 */
-		ArrayTupleBuilder tb = new ArrayTupleBuilder(2);
-		DataOutput dos = tb.getDataOutput();
-		tb.reset();
-		UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
-		tb.addFieldEndOffset();
-		ISerializerDeserializer[] keyRecDescSers = {
-				UTF8StringSerializerDeserializer.INSTANCE,
-				UTF8StringSerializerDeserializer.INSTANCE };
-		RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-		ConstantTupleSourceOperatorDescriptor emptyTupleSource = new ConstantTupleSourceOperatorDescriptor(
-				spec, keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(),
-				tb.getSize());
-		ClusterConfig.setLocationConstraint(spec, emptyTupleSource);
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    public JobSpecification scanIndexWriteGraph() throws HyracksException {
+        Class<? extends WritableComparable<?>> vertexIdClass = BspUtils.getVertexIndexClass(conf);
+        Class<? extends Writable> vertexClass = BspUtils.getVertexClass(conf);
+        JobSpecification spec = new JobSpecification();
 
-		/**
-		 * construct btree search operator
-		 */
-		IConfigurationFactory confFactory = new ConfigurationFactory(conf);
-		RecordDescriptor recordDescriptor = DataflowUtils
-				.getRecordDescriptorFromKeyValueClasses(
-						vertexIdClass.getName(), vertexClass.getName());
-		IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
-		comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(
-				WritableComparator.get(vertexIdClass).getClass());
-		IFileSplitProvider fileSplitProvider = ClusterConfig
-				.getFileSplitProvider(jobId, PRIMARY_INDEX);
+        /**
+         * construct empty tuple operator
+         */
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(2);
+        DataOutput dos = tb.getDataOutput();
+        tb.reset();
+        UTF8StringSerializerDeserializer.INSTANCE.serialize("0", dos);
+        tb.addFieldEndOffset();
+        ISerializerDeserializer[] keyRecDescSers = { UTF8StringSerializerDeserializer.INSTANCE,
+                UTF8StringSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+        ConstantTupleSourceOperatorDescriptor emptyTupleSource = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        ClusterConfig.setLocationConstraint(spec, emptyTupleSource);
 
-		ITypeTraits[] typeTraits = new ITypeTraits[2];
-		typeTraits[0] = new TypeTraits(false);
-		typeTraits[1] = new TypeTraits(false);
-		BTreeSearchOperatorDescriptor scanner = new BTreeSearchOperatorDescriptor(
-				spec, recordDescriptor, storageManagerInterface,
-				treeRegistryProvider, fileSplitProvider, typeTraits,
-				comparatorFactories, null, null, true, true,
-				new BTreeDataflowHelperFactory(), false,
-				NoOpOperationCallbackProvider.INSTANCE);
-		ClusterConfig.setLocationConstraint(spec, scanner);
+        /**
+         * construct btree search operator
+         */
+        IConfigurationFactory confFactory = new ConfigurationFactory(conf);
+        RecordDescriptor recordDescriptor = DataflowUtils.getRecordDescriptorFromKeyValueClasses(
+                vertexIdClass.getName(), vertexClass.getName());
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
+        comparatorFactories[0] = new WritableComparingBinaryComparatorFactory(WritableComparator.get(vertexIdClass)
+                .getClass());
+        IFileSplitProvider fileSplitProvider = ClusterConfig.getFileSplitProvider(jobId, PRIMARY_INDEX);
 
-		/**
-		 * construct write file operator
-		 */
-		IRecordDescriptorFactory inputRdFactory = DataflowUtils
-				.getWritableRecordDescriptorFactoryFromWritableClasses(
-						vertexIdClass.getName(), vertexClass.getName());
-		HDFSFileWriteOperatorDescriptor writer = new HDFSFileWriteOperatorDescriptor(
-				spec, confFactory, inputRdFactory);
-		ClusterConfig.setLocationConstraint(spec, writer);
+        ITypeTraits[] typeTraits = new ITypeTraits[2];
+        typeTraits[0] = new TypeTraits(false);
+        typeTraits[1] = new TypeTraits(false);
 
-		/**
-		 * connect operator descriptors
-		 */
-		spec.connect(new OneToOneConnectorDescriptor(spec), emptyTupleSource,
-				0, scanner, 0);
-		spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, writer,
-				0);
-		return spec;
-	}
+        BTreeSearchOperatorDescriptor scanner = new BTreeSearchOperatorDescriptor(spec, recordDescriptor,
+                storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits, comparatorFactories, null,
+                null, null, true, true, new BTreeDataflowHelperFactory(), false, NoOpOperationCallbackFactory.INSTANCE);
+        ClusterConfig.setLocationConstraint(spec, scanner);
 
-	/***
-	 * drop the sindex
-	 * 
-	 * @return JobSpecification
-	 * @throws HyracksException
-	 */
-	protected JobSpecification dropIndex(String indexName)
-			throws HyracksException {
-		JobSpecification spec = new JobSpecification();
+        /**
+         * construct write file operator
+         */
+        IRecordDescriptorFactory inputRdFactory = DataflowUtils.getWritableRecordDescriptorFactoryFromWritableClasses(
+                vertexIdClass.getName(), vertexClass.getName());
+        HDFSFileWriteOperatorDescriptor writer = new HDFSFileWriteOperatorDescriptor(spec, confFactory, inputRdFactory);
+        ClusterConfig.setLocationConstraint(spec, writer);
 
-		IFileSplitProvider fileSplitProvider = ClusterConfig
-				.getFileSplitProvider(jobId, indexName);
-		TreeIndexDropOperatorDescriptor drop = new TreeIndexDropOperatorDescriptor(
-				spec, storageManagerInterface, treeRegistryProvider,
-				fileSplitProvider);
+        /**
+         * connect operator descriptors
+         */
+        spec.connect(new OneToOneConnectorDescriptor(spec), emptyTupleSource, 0, scanner, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, writer, 0);
+        return spec;
+    }
 
-		ClusterConfig.setLocationConstraint(spec, drop);
-		spec.addRoot(drop);
-		return spec;
-	}
+    /***
+     * drop the sindex
+     * 
+     * @return JobSpecification
+     * @throws HyracksException
+     */
+    protected JobSpecification dropIndex(String indexName) throws HyracksException {
+        JobSpecification spec = new JobSpecification();
 
-	/** generate non-first iteration job */
-	protected abstract JobSpecification generateNonFirstIteration(int iteration)
-			throws HyracksException;
+        IFileSplitProvider fileSplitProvider = ClusterConfig.getFileSplitProvider(jobId, indexName);
+        IndexDropOperatorDescriptor drop = new IndexDropOperatorDescriptor(spec, storageManagerInterface,
+                lcManagerProvider, fileSplitProvider, new BTreeDataflowHelperFactory());
 
-	/** generate first iteration job */
-	protected abstract JobSpecification generateFirstIteration(int iteration)
-			throws HyracksException;
+        ClusterConfig.setLocationConstraint(spec, drop);
+        spec.addRoot(drop);
+        return spec;
+    }
 
-	/** generate clean-up job */
-	public abstract JobSpecification[] generateCleanup()
-			throws HyracksException;
+    /** generate non-first iteration job */
+    protected abstract JobSpecification generateNonFirstIteration(int iteration) throws HyracksException;
+
+    /** generate first iteration job */
+    protected abstract JobSpecification generateFirstIteration(int iteration) throws HyracksException;
+
+    /** generate clean-up job */
+    public abstract JobSpecification[] generateCleanup() throws HyracksException;
 
 }
\ No newline at end of file
diff --git a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenInnerJoin.java b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenInnerJoin.java
index 727e7fe..fe2fcac 100644
--- a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenInnerJoin.java
+++ b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenInnerJoin.java
@@ -40,8 +40,8 @@
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import edu.uci.ics.pregelix.api.graph.MsgList;
 import edu.uci.ics.pregelix.api.job.PregelixJob;
@@ -135,7 +135,7 @@
         RecordDescriptor rdDelete = DataflowUtils.getRecordDescriptorFromWritableClasses(vertexIdClass.getName());
 
         BTreeSearchFunctionUpdateOperatorDescriptor scanner = new BTreeSearchFunctionUpdateOperatorDescriptor(spec,
-                recordDescriptor, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
+                recordDescriptor, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
                 comparatorFactories, JobGenUtil.getForwardScan(iteration), null, null, true, true,
                 new BTreeDataflowHelperFactory(), inputRdFactory, 6,
                 new StartComputeUpdateFunctionFactory(confFactory), preHookFactory, null, rdUnnestedMessage, rdDummy,
@@ -166,8 +166,8 @@
         indexCmpFactories[0] = JobGenUtil.getIBinaryComparatorFactory(iteration + 1,
                 WritableComparator.get(vertexIdClass).getClass());
         TreeIndexBulkReLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkReLoadOperatorDescriptor(spec,
-                storageManagerInterface, treeRegistryProvider, secondaryFileSplitProvider, typeTraits,
-                indexCmpFactories, fieldPermutation, DEFAULT_BTREE_FILL_FACTOR, new BTreeDataflowHelperFactory());
+                storageManagerInterface, lcManagerProvider, secondaryFileSplitProvider, typeTraits, indexCmpFactories,
+                fieldPermutation, DEFAULT_BTREE_FILL_FACTOR, new BTreeDataflowHelperFactory());
         ClusterConfig.setLocationConstraint(spec, btreeBulkLoad);
 
         /**
@@ -222,18 +222,18 @@
          * add the insert operator to insert vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor insertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdInsert, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.INSERT, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdInsert, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.INSERT, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, insertOp);
 
         /**
          * add the delete operator to delete vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor deleteOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdDelete, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.DELETE, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdDelete, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.DELETE, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, deleteOp);
 
         /** construct empty sink operator */
@@ -246,28 +246,26 @@
 
         ITuplePartitionComputerFactory partionFactory = new VertexIdPartitionComputerFactory(
                 rdUnnestedMessage.getFields()[0]);
-        ITuplePartitionComputerFactory hashPartitionComputerFactory = new MergePartitionComputerFactory();
+        ITuplePartitionComputerFactory unifyingPartitionComputerFactory = new MergePartitionComputerFactory();
 
         /** connect all operators **/
         spec.connect(new OneToOneConnectorDescriptor(spec), emptyTupleSource, 0, preSuperStep, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), preSuperStep, 0, scanner, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, localSort, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 1,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), scanner, 1,
                 terminateWriter, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 2,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), scanner, 2,
                 finalAggregator, 0);
 
         /**
          * connect the insert/delete operator
          */
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 3, insertOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 3, insertOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), insertOp, 0, emptySink3, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 4, deleteOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 4, deleteOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), deleteOp, 0, emptySink4, 0);
 
-        spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 5, btreeBulkLoad, 0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 5, btreeBulkLoad, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), localSort, 0, localGby, 0);
         spec.connect(new MToNPartitioningMergingConnectorDescriptor(spec, partionFactory, keyFields, sortCmpFactories),
                 localGby, 0, globalGby, 0);
@@ -282,7 +280,7 @@
         spec.addRoot(emptySink3);
         spec.addRoot(emptySink4);
 
-        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy(spec));
         spec.setFrameSize(frameSize);
         return spec;
     }
@@ -345,7 +343,7 @@
         ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(new TypeAwareTupleWriterFactory(
                 typeTraits));
         IndexNestedLoopJoinOperatorDescriptor setUnion = new IndexNestedLoopJoinOperatorDescriptor(spec, rdFinal,
-                storageManagerInterface, treeRegistryProvider, secondaryFileSplitProviderRead, interiorFrameFactory,
+                storageManagerInterface, lcManagerProvider, secondaryFileSplitProviderRead, interiorFrameFactory,
                 leafFrameFactory, typeTraits, comparatorFactories, true, keyFields, keyFields, true, true,
                 new BTreeDataflowHelperFactory(), true);
         ClusterConfig.setLocationConstraint(spec, setUnion);
@@ -363,8 +361,8 @@
                 vertexIdClass.getName(), MsgList.class.getName(), vertexIdClass.getName(), vertexClass.getName());
 
         IndexNestedLoopJoinFunctionUpdateOperatorDescriptor join = new IndexNestedLoopJoinFunctionUpdateOperatorDescriptor(
-                spec, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, JobGenUtil.getForwardScan(iteration), keyFields, keyFields, true, true,
+                spec, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits, comparatorFactories,
+                JobGenUtil.getForwardScan(iteration), keyFields, keyFields, true, true,
                 new BTreeDataflowHelperFactory(), inputRdFactory, 6, new ComputeUpdateFunctionFactory(confFactory),
                 preHookFactory, null, rdUnnestedMessage, rdDummy, rdPartialAggregate, rdInsert, rdDelete, rdFinal);
         ClusterConfig.setLocationConstraint(spec, join);
@@ -379,7 +377,7 @@
         String writeFile = iteration % 2 == 0 ? SECONDARY_INDEX_EVEN : SECONDARY_INDEX_ODD;
         IFileSplitProvider secondaryFileSplitProviderWrite = ClusterConfig.getFileSplitProvider(jobId, writeFile);
         TreeIndexBulkReLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkReLoadOperatorDescriptor(spec,
-                storageManagerInterface, treeRegistryProvider, secondaryFileSplitProviderWrite, typeTraits,
+                storageManagerInterface, lcManagerProvider, secondaryFileSplitProviderWrite, typeTraits,
                 indexCmpFactories, fieldPermutation, DEFAULT_BTREE_FILL_FACTOR, new BTreeDataflowHelperFactory());
         ClusterConfig.setLocationConstraint(spec, btreeBulkLoad);
 
@@ -448,18 +446,18 @@
          * add the insert operator to insert vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor insertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdInsert, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.INSERT, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdInsert, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.INSERT, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, insertOp);
 
         /**
          * add the delete operator to delete vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor deleteOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdDelete, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.DELETE, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdDelete, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.DELETE, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, deleteOp);
 
         /** construct empty sink operator */
@@ -470,7 +468,7 @@
         EmptySinkOperatorDescriptor emptySink4 = new EmptySinkOperatorDescriptor(spec);
         ClusterConfig.setLocationConstraint(spec, emptySink4);
 
-        ITuplePartitionComputerFactory hashPartitionComputerFactory = new MergePartitionComputerFactory();
+        ITuplePartitionComputerFactory unifyingPartitionComputerFactory = new MergePartitionComputerFactory();
         ITuplePartitionComputerFactory partionFactory = new VertexIdPartitionComputerFactory(
                 rdUnnestedMessage.getFields()[0]);
         /** connect all operators **/
@@ -479,20 +477,20 @@
         spec.connect(new OneToOneConnectorDescriptor(spec), materializeRead, 0, setUnion, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), setUnion, 0, join, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), join, 0, localSort, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 1,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), join, 1,
                 terminateWriter, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 2,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), join, 2,
                 finalAggregator, 0);
 
         /**
          * connect the insert/delete operator
          */
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 3, insertOp, 0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 3, insertOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), insertOp, 0, emptySink3, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 4, deleteOp, 0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 4, deleteOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), deleteOp, 0, emptySink4, 0);
 
-        spec.connect(new OneToOneConnectorDescriptor(spec), join, 5, btreeBulkLoad, 0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 5, btreeBulkLoad, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), localSort, 0, localGby, 0);
         spec.connect(new MToNPartitioningMergingConnectorDescriptor(spec, partionFactory, keyFields, sortCmpFactories),
                 localGby, 0, globalGby, 0);
@@ -506,7 +504,7 @@
         spec.addRoot(emptySink3);
         spec.addRoot(emptySink4);
 
-        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy(spec));
         spec.setFrameSize(frameSize);
         return spec;
     }
diff --git a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoin.java b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoin.java
index 9bad169..f1eceb7 100644
--- a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoin.java
+++ b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoin.java
@@ -40,8 +40,8 @@
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import edu.uci.ics.pregelix.api.graph.MsgList;
 import edu.uci.ics.pregelix.api.job.PregelixJob;
@@ -129,7 +129,7 @@
         RecordDescriptor rdDelete = DataflowUtils.getRecordDescriptorFromWritableClasses(vertexIdClass.getName());
 
         BTreeSearchFunctionUpdateOperatorDescriptor scanner = new BTreeSearchFunctionUpdateOperatorDescriptor(spec,
-                recordDescriptor, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
+                recordDescriptor, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
                 comparatorFactories, JobGenUtil.getForwardScan(iteration), null, null, true, true,
                 new BTreeDataflowHelperFactory(), inputRdFactory, 5,
                 new StartComputeUpdateFunctionFactory(confFactory), preHookFactory, null, rdUnnestedMessage, rdDummy,
@@ -189,7 +189,7 @@
         TerminationStateWriterOperatorDescriptor terminateWriter = new TerminationStateWriterOperatorDescriptor(spec,
                 configurationFactory, jobId);
         PartitionConstraintHelper.addPartitionCountConstraint(spec, terminateWriter, 1);
-        ITuplePartitionComputerFactory hashPartitionComputerFactory = new MergePartitionComputerFactory();
+        ITuplePartitionComputerFactory unifyingPartitionComputerFactory = new MergePartitionComputerFactory();
 
         /**
          * final aggregate write operator
@@ -205,18 +205,18 @@
          */
         int[] fieldPermutation = new int[] { 0, 1 };
         TreeIndexInsertUpdateDeleteOperatorDescriptor insertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdInsert, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.INSERT, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdInsert, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.INSERT, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, insertOp);
 
         /**
          * add the delete operator to delete vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor deleteOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdDelete, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.DELETE, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdDelete, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.DELETE, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, deleteOp);
 
         /** construct empty sink operator */
@@ -233,19 +233,17 @@
         spec.connect(new OneToOneConnectorDescriptor(spec), emptyTupleSource, 0, preSuperStep, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), preSuperStep, 0, scanner, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, localSort, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 1,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), scanner, 1,
                 terminateWriter, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 2,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), scanner, 2,
                 finalAggregator, 0);
 
         /**
          * connect the insert/delete operator
          */
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 3, insertOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 3, insertOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), insertOp, 0, emptySink3, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 4, deleteOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 4, deleteOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), deleteOp, 0, emptySink4, 0);
 
         /**
@@ -264,7 +262,7 @@
         spec.addRoot(emptySink3);
         spec.addRoot(emptySink4);
 
-        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy(spec));
         spec.setFrameSize(frameSize);
         return spec;
     }
@@ -337,7 +335,7 @@
                 vertexIdClass.getName(), MsgList.class.getName(), vertexIdClass.getName(), vertexClass.getName());
 
         IndexNestedLoopJoinFunctionUpdateOperatorDescriptor join = new IndexNestedLoopJoinFunctionUpdateOperatorDescriptor(
-                spec, storageManagerInterface, treeRegistryProvider, fileSplitProvider, interiorFrameFactory,
+                spec, storageManagerInterface, lcManagerProvider, fileSplitProvider, interiorFrameFactory,
                 leafFrameFactory, typeTraits, comparatorFactories, JobGenUtil.getForwardScan(iteration), keyFields,
                 keyFields, true, true, new BTreeDataflowHelperFactory(), true, nullWriterFactories, inputRdFactory, 5,
                 new ComputeUpdateFunctionFactory(confFactory), preHookFactory, null, rdUnnestedMessage, rdDummy,
@@ -410,18 +408,18 @@
          */
         int[] fieldPermutation = new int[] { 0, 1 };
         TreeIndexInsertUpdateDeleteOperatorDescriptor insertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdInsert, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.INSERT, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdInsert, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.INSERT, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, insertOp);
 
         /**
          * add the delete operator to delete vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor deleteOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdDelete, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.DELETE, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdDelete, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.DELETE, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, deleteOp);
 
         /** construct empty sink operator */
@@ -432,7 +430,7 @@
         EmptySinkOperatorDescriptor emptySink4 = new EmptySinkOperatorDescriptor(spec);
         ClusterConfig.setLocationConstraint(spec, emptySink4);
 
-        ITuplePartitionComputerFactory hashPartitionComputerFactory = new MergePartitionComputerFactory();
+        ITuplePartitionComputerFactory unifyingPartitionComputerFactory = new MergePartitionComputerFactory();
         ITuplePartitionComputerFactory partionFactory = new VertexIdPartitionComputerFactory(
                 rdUnnestedMessage.getFields()[0]);
 
@@ -441,17 +439,17 @@
         spec.connect(new OneToOneConnectorDescriptor(spec), preSuperStep, 0, materializeRead, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), materializeRead, 0, join, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), join, 0, localSort, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 1,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), join, 1,
                 terminateWriter, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 2,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), join, 2,
                 finalAggregator, 0);
 
         /**
          * connect the insert/delete operator
          */
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 3, insertOp, 0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 3, insertOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), insertOp, 0, emptySink3, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 4, deleteOp, 0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 4, deleteOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), deleteOp, 0, emptySink4, 0);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), localSort, 0, localGby, 0);
@@ -465,7 +463,7 @@
         spec.addRoot(finalAggregator);
         spec.addRoot(emptySink);
 
-        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy(spec));
         spec.setFrameSize(frameSize);
         return spec;
     }
diff --git a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoinSingleSort.java b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoinSingleSort.java
index ffdef10..314c393 100644
--- a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoinSingleSort.java
+++ b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoinSingleSort.java
@@ -39,8 +39,8 @@
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import edu.uci.ics.pregelix.api.graph.MsgList;
 import edu.uci.ics.pregelix.api.job.PregelixJob;
@@ -50,12 +50,12 @@
 import edu.uci.ics.pregelix.core.jobgen.clusterconfig.ClusterConfig;
 import edu.uci.ics.pregelix.core.runtime.touchpoint.WritableComparingBinaryComparatorFactory;
 import edu.uci.ics.pregelix.core.util.DataflowUtils;
+import edu.uci.ics.pregelix.dataflow.ConnectorPolicyAssignmentPolicy;
 import edu.uci.ics.pregelix.dataflow.EmptySinkOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.EmptyTupleSourceOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.FinalAggregateOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.MaterializingReadOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.MaterializingWriteOperatorDescriptor;
-import edu.uci.ics.pregelix.dataflow.NonCombinerConnectorPolicyAssignmentPolicy;
 import edu.uci.ics.pregelix.dataflow.TerminationStateWriterOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.base.IConfigurationFactory;
 import edu.uci.ics.pregelix.dataflow.std.BTreeSearchFunctionUpdateOperatorDescriptor;
@@ -131,11 +131,11 @@
         RecordDescriptor rdDelete = DataflowUtils.getRecordDescriptorFromWritableClasses(vertexIdClass.getName());
 
         BTreeSearchFunctionUpdateOperatorDescriptor scanner = new BTreeSearchFunctionUpdateOperatorDescriptor(spec,
-                recordDescriptor, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
+                recordDescriptor, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
                 comparatorFactories, JobGenUtil.getForwardScan(iteration), null, null, true, true,
                 new BTreeDataflowHelperFactory(), inputRdFactory, 5,
                 new StartComputeUpdateFunctionFactory(confFactory), preHookFactory, null, rdUnnestedMessage, rdDummy,
-                rdPartialAggregate);
+                rdPartialAggregate, rdInsert, rdDelete);
         ClusterConfig.setLocationConstraint(spec, scanner);
 
         /**
@@ -197,18 +197,18 @@
          */
         int[] fieldPermutation = new int[] { 0, 1 };
         TreeIndexInsertUpdateDeleteOperatorDescriptor insertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdInsert, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.INSERT, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdInsert, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.INSERT, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, insertOp);
 
         /**
          * add the delete operator to delete vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor deleteOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdDelete, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.DELETE, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdDelete, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.DELETE, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, deleteOp);
 
         /** construct empty sink operator */
@@ -219,26 +219,24 @@
         EmptySinkOperatorDescriptor emptySink4 = new EmptySinkOperatorDescriptor(spec);
         ClusterConfig.setLocationConstraint(spec, emptySink4);
 
-        ITuplePartitionComputerFactory hashPartitionComputerFactory = new MergePartitionComputerFactory();
+        ITuplePartitionComputerFactory unifyingPartitionComputerFactory = new MergePartitionComputerFactory();
         ITuplePartitionComputerFactory partionFactory = new VertexIdPartitionComputerFactory(
                 rdUnnestedMessage.getFields()[0]);
         /** connect all operators **/
         spec.connect(new OneToOneConnectorDescriptor(spec), emptyTupleSource, 0, preSuperStep, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), preSuperStep, 0, scanner, 0);
         spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 0, globalSort, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 1,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), scanner, 1,
                 terminateWriter, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 2,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), scanner, 2,
                 finalAggregator, 0);
 
         /**
          * connect the insert/delete operator
          */
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 3, insertOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 3, insertOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), insertOp, 0, emptySink3, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 4, deleteOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 4, deleteOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), deleteOp, 0, emptySink4, 0);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), globalSort, 0, globalGby, 0);
@@ -252,7 +250,7 @@
         spec.addRoot(emptySink3);
         spec.addRoot(emptySink4);
 
-        spec.setConnectorPolicyAssignmentPolicy(new NonCombinerConnectorPolicyAssignmentPolicy());
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy(spec));
         spec.setFrameSize(frameSize);
         return spec;
     }
@@ -325,11 +323,11 @@
                 vertexIdClass.getName(), MsgList.class.getName(), vertexIdClass.getName(), vertexClass.getName());
 
         IndexNestedLoopJoinFunctionUpdateOperatorDescriptor join = new IndexNestedLoopJoinFunctionUpdateOperatorDescriptor(
-                spec, storageManagerInterface, treeRegistryProvider, fileSplitProvider, interiorFrameFactory,
+                spec, storageManagerInterface, lcManagerProvider, fileSplitProvider, interiorFrameFactory,
                 leafFrameFactory, typeTraits, comparatorFactories, JobGenUtil.getForwardScan(iteration), keyFields,
                 keyFields, true, true, new BTreeDataflowHelperFactory(), true, nullWriterFactories, inputRdFactory, 5,
                 new ComputeUpdateFunctionFactory(confFactory), preHookFactory, null, rdUnnestedMessage, rdDummy,
-                rdPartialAggregate);
+                rdPartialAggregate, rdInsert, rdDelete);
         ClusterConfig.setLocationConstraint(spec, join);
 
         /**
@@ -383,24 +381,23 @@
         FinalAggregateOperatorDescriptor finalAggregator = new FinalAggregateOperatorDescriptor(spec,
                 configurationFactory, aggRdFactory, jobId);
         PartitionConstraintHelper.addPartitionCountConstraint(spec, finalAggregator, 1);
-        
 
         int[] fieldPermutation = new int[] { 0, 1 };
         TreeIndexInsertUpdateDeleteOperatorDescriptor insertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdInsert, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.INSERT, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdInsert, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.INSERT, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, insertOp);
 
         /**
          * add the delete operator to delete vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor deleteOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdDelete, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.DELETE, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdDelete, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.DELETE, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, deleteOp);
-        
+
         /** construct empty sink operator */
         EmptySinkOperatorDescriptor emptySink3 = new EmptySinkOperatorDescriptor(spec);
         ClusterConfig.setLocationConstraint(spec, emptySink3);
@@ -409,7 +406,7 @@
         EmptySinkOperatorDescriptor emptySink4 = new EmptySinkOperatorDescriptor(spec);
         ClusterConfig.setLocationConstraint(spec, emptySink4);
 
-        ITuplePartitionComputerFactory hashPartitionComputerFactory = new MergePartitionComputerFactory();
+        ITuplePartitionComputerFactory unifyingPartitionComputerFactory = new MergePartitionComputerFactory();
         ITuplePartitionComputerFactory partionFactory = new VertexIdPartitionComputerFactory(
                 rdUnnestedMessage.getFields()[0]);
 
@@ -418,20 +415,18 @@
         spec.connect(new OneToOneConnectorDescriptor(spec), preSuperStep, 0, materializeRead, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), materializeRead, 0, join, 0);
         spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 0, globalSort, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 1,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), join, 1,
                 terminateWriter, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 2,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), join, 2,
                 finalAggregator, 0);
         /**
          * connect the insert/delete operator
          */
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 3, insertOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 3, insertOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), insertOp, 0, emptySink3, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 4, deleteOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 4, deleteOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), deleteOp, 0, emptySink4, 0);
-        
+
         spec.connect(new OneToOneConnectorDescriptor(spec), globalSort, 0, globalGby, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), globalGby, 0, materialize, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), materialize, 0, postSuperStep, 0);
@@ -441,7 +436,7 @@
         spec.addRoot(finalAggregator);
         spec.addRoot(emptySink);
 
-        spec.setConnectorPolicyAssignmentPolicy(new NonCombinerConnectorPolicyAssignmentPolicy());
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy(spec));
         spec.setFrameSize(frameSize);
         return spec;
     }
diff --git a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoinSort.java b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoinSort.java
index cc12523..0c3db38 100644
--- a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoinSort.java
+++ b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/JobGenOuterJoinSort.java
@@ -39,8 +39,8 @@
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOperation;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import edu.uci.ics.pregelix.api.graph.MsgList;
 import edu.uci.ics.pregelix.api.job.PregelixJob;
@@ -50,6 +50,7 @@
 import edu.uci.ics.pregelix.core.jobgen.clusterconfig.ClusterConfig;
 import edu.uci.ics.pregelix.core.runtime.touchpoint.WritableComparingBinaryComparatorFactory;
 import edu.uci.ics.pregelix.core.util.DataflowUtils;
+import edu.uci.ics.pregelix.dataflow.ConnectorPolicyAssignmentPolicy;
 import edu.uci.ics.pregelix.dataflow.EmptySinkOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.EmptyTupleSourceOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.FinalAggregateOperatorDescriptor;
@@ -127,11 +128,11 @@
         RecordDescriptor rdDelete = DataflowUtils.getRecordDescriptorFromWritableClasses(vertexIdClass.getName());
 
         BTreeSearchFunctionUpdateOperatorDescriptor scanner = new BTreeSearchFunctionUpdateOperatorDescriptor(spec,
-                recordDescriptor, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
+                recordDescriptor, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
                 comparatorFactories, JobGenUtil.getForwardScan(iteration), null, null, true, true,
                 new BTreeDataflowHelperFactory(), inputRdFactory, 5,
                 new StartComputeUpdateFunctionFactory(confFactory), preHookFactory, null, rdUnnestedMessage, rdDummy,
-                rdPartialAggregate);
+                rdPartialAggregate, rdInsert, rdDelete);
         ClusterConfig.setLocationConstraint(spec, scanner);
 
         /**
@@ -194,7 +195,7 @@
         TerminationStateWriterOperatorDescriptor terminateWriter = new TerminationStateWriterOperatorDescriptor(spec,
                 configurationFactory, jobId);
         PartitionConstraintHelper.addPartitionCountConstraint(spec, terminateWriter, 1);
-        ITuplePartitionComputerFactory hashPartitionComputerFactory = new MergePartitionComputerFactory();
+        ITuplePartitionComputerFactory unifyingPartitionComputerFactory = new MergePartitionComputerFactory();
 
         /**
          * final aggregate write operator
@@ -210,18 +211,18 @@
          */
         int[] fieldPermutation = new int[] { 0, 1 };
         TreeIndexInsertUpdateDeleteOperatorDescriptor insertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdInsert, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.INSERT, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdInsert, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.INSERT, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, insertOp);
 
         /**
          * add the delete operator to delete vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor deleteOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdDelete, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.DELETE, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdDelete, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.DELETE, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, deleteOp);
 
         /** construct empty sink operator */
@@ -238,18 +239,16 @@
         spec.connect(new OneToOneConnectorDescriptor(spec), emptyTupleSource, 0, preSuperStep, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), preSuperStep, 0, scanner, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, localSort, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 1,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), scanner, 1,
                 terminateWriter, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 2,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), scanner, 2,
                 finalAggregator, 0);
         /**
          * connect the insert/delete operator
          */
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 3, insertOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 3, insertOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), insertOp, 0, emptySink3, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), scanner, 4, deleteOp,
-                0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), scanner, 4, deleteOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), deleteOp, 0, emptySink4, 0);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), localSort, 0, localGby, 0);
@@ -266,6 +265,7 @@
         spec.addRoot(emptySink4);
 
         spec.setFrameSize(frameSize);
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy(spec));
         return spec;
     }
 
@@ -337,11 +337,11 @@
                 vertexIdClass.getName(), MsgList.class.getName(), vertexIdClass.getName(), vertexClass.getName());
 
         IndexNestedLoopJoinFunctionUpdateOperatorDescriptor join = new IndexNestedLoopJoinFunctionUpdateOperatorDescriptor(
-                spec, storageManagerInterface, treeRegistryProvider, fileSplitProvider, interiorFrameFactory,
+                spec, storageManagerInterface, lcManagerProvider, fileSplitProvider, interiorFrameFactory,
                 leafFrameFactory, typeTraits, comparatorFactories, JobGenUtil.getForwardScan(iteration), keyFields,
                 keyFields, true, true, new BTreeDataflowHelperFactory(), true, nullWriterFactories, inputRdFactory, 5,
                 new ComputeUpdateFunctionFactory(confFactory), preHookFactory, null, rdUnnestedMessage, rdDummy,
-                rdPartialAggregate);
+                rdPartialAggregate, rdInsert, rdDelete);
         ClusterConfig.setLocationConstraint(spec, join);
 
         /**
@@ -417,18 +417,18 @@
          */
         int[] fieldPermutation = new int[] { 0, 1 };
         TreeIndexInsertUpdateDeleteOperatorDescriptor insertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdInsert, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.INSERT, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdInsert, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.INSERT, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, insertOp);
 
         /**
          * add the delete operator to delete vertexes
          */
         TreeIndexInsertUpdateDeleteOperatorDescriptor deleteOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-                spec, rdDelete, storageManagerInterface, treeRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, fieldPermutation, IndexOp.DELETE, new BTreeDataflowHelperFactory(), null,
-                NoOpOperationCallbackProvider.INSTANCE);
+                spec, rdDelete, storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, fieldPermutation, IndexOperation.DELETE, new BTreeDataflowHelperFactory(),
+                null, NoOpOperationCallbackFactory.INSTANCE);
         ClusterConfig.setLocationConstraint(spec, deleteOp);
 
         /** construct empty sink operator */
@@ -439,7 +439,7 @@
         EmptySinkOperatorDescriptor emptySink4 = new EmptySinkOperatorDescriptor(spec);
         ClusterConfig.setLocationConstraint(spec, emptySink4);
 
-        ITuplePartitionComputerFactory hashPartitionComputerFactory = new MergePartitionComputerFactory();
+        ITuplePartitionComputerFactory unifyingPartitionComputerFactory = new MergePartitionComputerFactory();
         ITuplePartitionComputerFactory partionFactory = new VertexIdPartitionComputerFactory(
                 rdUnnestedMessage.getFields()[0]);
 
@@ -448,16 +448,16 @@
         spec.connect(new OneToOneConnectorDescriptor(spec), preSuperStep, 0, materializeRead, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), materializeRead, 0, join, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), join, 0, localSort, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 1,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), join, 1,
                 terminateWriter, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 2,
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, unifyingPartitionComputerFactory), join, 2,
                 finalAggregator, 0);
         /**
          * connect the insert/delete operator
          */
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 3, insertOp, 0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 3, insertOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), insertOp, 0, emptySink3, 0);
-        spec.connect(new MToNPartitioningConnectorDescriptor(spec, hashPartitionComputerFactory), join, 4, deleteOp, 0);
+        spec.connect(new MToNPartitioningConnectorDescriptor(spec, partionFactory), join, 4, deleteOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), deleteOp, 0, emptySink4, 0);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), localSort, 0, localGby, 0);
@@ -474,6 +474,7 @@
         spec.addRoot(emptySink4);
 
         spec.setFrameSize(frameSize);
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy(spec));
         return spec;
     }
 
diff --git a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/clusterconfig/ClusterConfig.java b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/clusterconfig/ClusterConfig.java
index 8eadab9..d26e637 100644
--- a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/clusterconfig/ClusterConfig.java
+++ b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/jobgen/clusterconfig/ClusterConfig.java
@@ -40,6 +40,7 @@
 import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.hdfs2.scheduler.Scheduler;
 
 public class ClusterConfig {
 
@@ -49,6 +50,7 @@
     private static Properties clusterProperties = new Properties();
     private static Map<String, List<String>> ipToNcMapping;
     private static String[] stores;
+    private static Scheduler hdfsScheduler;
 
     /**
      * let tests set config path to be whatever
@@ -211,6 +213,8 @@
                 NCs[i] = entry.getKey();
                 i++;
             }
+
+            hdfsScheduler = new Scheduler(ipAddress, port);
         } catch (Exception e) {
             throw new IllegalStateException(e);
         }
@@ -218,4 +222,8 @@
         loadClusterProperties();
         loadStores();
     }
+
+    public static Scheduler getHdfsScheduler() {
+        return hdfsScheduler;
+    }
 }
diff --git a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/util/PregelixHyracksIntegrationUtil.java b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/util/PregelixHyracksIntegrationUtil.java
index 2a2e2bf..d099645 100644
--- a/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/util/PregelixHyracksIntegrationUtil.java
+++ b/pregelix/pregelix-core/src/main/java/edu/uci/ics/pregelix/core/util/PregelixHyracksIntegrationUtil.java
@@ -26,6 +26,7 @@
 import edu.uci.ics.hyracks.control.common.controllers.NCConfig;
 import edu.uci.ics.hyracks.control.nc.NodeControllerService;
 import edu.uci.ics.pregelix.core.jobgen.clusterconfig.ClusterConfig;
+import edu.uci.ics.pregelix.runtime.bootstrap.NCApplicationEntryPoint;
 
 public class PregelixHyracksIntegrationUtil {
 
@@ -64,7 +65,9 @@
         ncConfig1.clusterNetIPAddress = "localhost";
         ncConfig1.ccPort = TEST_HYRACKS_CC_PORT;
         ncConfig1.dataIPAddress = "127.0.0.1";
+        ncConfig1.datasetIPAddress = "127.0.0.1";
         ncConfig1.nodeId = NC1_ID;
+        ncConfig1.appNCMainClass = NCApplicationEntryPoint.class.getName();
         nc1 = new NodeControllerService(ncConfig1);
         nc1.start();
 
@@ -73,7 +76,9 @@
         ncConfig2.clusterNetIPAddress = "localhost";
         ncConfig2.ccPort = TEST_HYRACKS_CC_PORT;
         ncConfig2.dataIPAddress = "127.0.0.1";
+        ncConfig2.datasetIPAddress = "127.0.0.1";
         ncConfig2.nodeId = NC2_ID;
+        ncConfig2.appNCMainClass = NCApplicationEntryPoint.class.getName();
         nc2 = new NodeControllerService(ncConfig2);
         nc2.start();
 
@@ -82,14 +87,6 @@
         ClusterConfig.loadClusterConfig(CC_HOST, TEST_HYRACKS_CC_CLIENT_PORT);
     }
 
-    public static void destroyApp(String hyracksAppName) throws Exception {
-        hcc.destroyApplication(hyracksAppName);
-    }
-
-    public static void createApp(String hyracksAppName) throws Exception {
-        hcc.createApplication(hyracksAppName, null);
-    }
-
     public static void deinit() throws Exception {
         nc2.stop();
         nc1.stop();
@@ -98,7 +95,7 @@
 
     public static void runJob(JobSpecification spec, String appName) throws Exception {
         spec.setFrameSize(FRAME_SIZE);
-        JobId jobId = hcc.startJob(appName, spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
         hcc.waitForCompletion(jobId);
     }
 
diff --git a/pregelix/pregelix-core/src/main/java/org/apache/hadoop/fs/Path.java b/pregelix/pregelix-core/src/main/java/org/apache/hadoop/fs/Path.java
deleted file mode 100644
index 5efdde8..0000000
--- a/pregelix/pregelix-core/src/main/java/org/apache/hadoop/fs/Path.java
+++ /dev/null
@@ -1,355 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.hadoop.fs;
-
-import java.io.IOException;
-import java.io.Serializable;
-import java.net.URI;
-import java.net.URISyntaxException;
-
-import org.apache.hadoop.conf.Configuration;
-
-/**
- * Names a file or directory in a {@link FileSystem}. Path strings use slash as
- * the directory separator. A path string is absolute if it begins with a slash.
- */
-@SuppressWarnings("rawtypes")
-public class Path implements Comparable, Serializable {
-    private static final long serialVersionUID = 1L;
-    /** The directory separator, a slash. */
-    public static final String SEPARATOR = "/";
-    public static final char SEPARATOR_CHAR = '/';
-
-    public static final String CUR_DIR = ".";
-
-    static final boolean WINDOWS = System.getProperty("os.name").startsWith("Windows");
-
-    private URI uri; // a hierarchical uri
-
-    /** Resolve a child path against a parent path. */
-    public Path(String parent, String child) {
-        this(new Path(parent), new Path(child));
-    }
-
-    /** Resolve a child path against a parent path. */
-    public Path(Path parent, String child) {
-        this(parent, new Path(child));
-    }
-
-    /** Resolve a child path against a parent path. */
-    public Path(String parent, Path child) {
-        this(new Path(parent), child);
-    }
-
-    /** Resolve a child path against a parent path. */
-    public Path(Path parent, Path child) {
-        // Add a slash to parent's path so resolution is compatible with URI's
-        URI parentUri = parent.uri;
-        String parentPath = parentUri.getPath();
-        if (!(parentPath.equals("/") || parentPath.equals("")))
-            try {
-                parentUri = new URI(parentUri.getScheme(), parentUri.getAuthority(), parentUri.getPath() + "/", null,
-                        parentUri.getFragment());
-            } catch (URISyntaxException e) {
-                throw new IllegalArgumentException(e);
-            }
-        URI resolved = parentUri.resolve(child.uri);
-        initialize(resolved.getScheme(), resolved.getAuthority(), normalizePath(resolved.getPath()),
-                resolved.getFragment());
-    }
-
-    private void checkPathArg(String path) {
-        // disallow construction of a Path from an empty string
-        if (path == null) {
-            throw new IllegalArgumentException("Can not create a Path from a null string");
-        }
-        if (path.length() == 0) {
-            throw new IllegalArgumentException("Can not create a Path from an empty string");
-        }
-    }
-
-    /**
-     * Construct a path from a String. Path strings are URIs, but with unescaped
-     * elements and some additional normalization.
-     */
-    public Path(String pathString) {
-        checkPathArg(pathString);
-
-        // We can't use 'new URI(String)' directly, since it assumes things are
-        // escaped, which we don't require of Paths.
-
-        // add a slash in front of paths with Windows drive letters
-        if (hasWindowsDrive(pathString, false))
-            pathString = "/" + pathString;
-
-        // parse uri components
-        String scheme = null;
-        String authority = null;
-
-        int start = 0;
-
-        // parse uri scheme, if any
-        int colon = pathString.indexOf(':');
-        int slash = pathString.indexOf('/');
-        if ((colon != -1) && ((slash == -1) || (colon < slash))) { // has a
-                                                                   // scheme
-            scheme = pathString.substring(0, colon);
-            start = colon + 1;
-        }
-
-        // parse uri authority, if any
-        if (pathString.startsWith("//", start) && (pathString.length() - start > 2)) { // has
-                                                                                       // authority
-            int nextSlash = pathString.indexOf('/', start + 2);
-            int authEnd = nextSlash > 0 ? nextSlash : pathString.length();
-            authority = pathString.substring(start + 2, authEnd);
-            start = authEnd;
-        }
-
-        // uri path is the rest of the string -- query & fragment not supported
-        String path = pathString.substring(start, pathString.length());
-
-        initialize(scheme, authority, path, null);
-    }
-
-    /** Construct a Path from components. */
-    public Path(String scheme, String authority, String path) {
-        checkPathArg(path);
-        initialize(scheme, authority, path, null);
-    }
-
-    /**
-     * Construct a path from a URI
-     */
-    public Path(URI aUri) {
-        uri = aUri;
-    }
-
-    private void initialize(String scheme, String authority, String path, String fragment) {
-        try {
-            this.uri = new URI(scheme, authority, normalizePath(path), null, fragment).normalize();
-        } catch (URISyntaxException e) {
-            throw new IllegalArgumentException(e);
-        }
-    }
-
-    private String normalizePath(String path) {
-        // remove double slashes & backslashes
-        if (path.indexOf("//") != -1) {
-            path = path.replace("//", "/");
-        }
-        if (path.indexOf("\\") != -1) {
-            path = path.replace("\\", "/");
-        }
-
-        // trim trailing slash from non-root path (ignoring windows drive)
-        int minLength = hasWindowsDrive(path, true) ? 4 : 1;
-        if (path.length() > minLength && path.endsWith("/")) {
-            path = path.substring(0, path.length() - 1);
-        }
-
-        return path;
-    }
-
-    private boolean hasWindowsDrive(String path, boolean slashed) {
-        if (!WINDOWS)
-            return false;
-        int start = slashed ? 1 : 0;
-        return path.length() >= start + 2
-                && (slashed ? path.charAt(0) == '/' : true)
-                && path.charAt(start + 1) == ':'
-                && ((path.charAt(start) >= 'A' && path.charAt(start) <= 'Z') || (path.charAt(start) >= 'a' && path
-                        .charAt(start) <= 'z'));
-    }
-
-    /** Convert this to a URI. */
-    public URI toUri() {
-        return uri;
-    }
-
-    /** Return the FileSystem that owns this Path. */
-    public FileSystem getFileSystem(Configuration conf) throws IOException {
-        return FileSystem.get(this.toUri(), conf);
-    }
-
-    /** True if the directory of this path is absolute. */
-    public boolean isAbsolute() {
-        int start = hasWindowsDrive(uri.getPath(), true) ? 3 : 0;
-        return uri.getPath().startsWith(SEPARATOR, start);
-    }
-
-    /** Returns the final component of this path. */
-    public String getName() {
-        String path = uri.getPath();
-        int slash = path.lastIndexOf(SEPARATOR);
-        return path.substring(slash + 1);
-    }
-
-    /** Returns the parent of a path or null if at root. */
-    public Path getParent() {
-        String path = uri.getPath();
-        int lastSlash = path.lastIndexOf('/');
-        int start = hasWindowsDrive(path, true) ? 3 : 0;
-        if ((path.length() == start) || // empty path
-                (lastSlash == start && path.length() == start + 1)) { // at root
-            return null;
-        }
-        String parent;
-        if (lastSlash == -1) {
-            parent = CUR_DIR;
-        } else {
-            int end = hasWindowsDrive(path, true) ? 3 : 0;
-            parent = path.substring(0, lastSlash == end ? end + 1 : lastSlash);
-        }
-        return new Path(uri.getScheme(), uri.getAuthority(), parent);
-    }
-
-    /** Adds a suffix to the final name in the path. */
-    public Path suffix(String suffix) {
-        return new Path(getParent(), getName() + suffix);
-    }
-
-    public String toString() {
-        // we can't use uri.toString(), which escapes everything, because we
-        // want
-        // illegal characters unescaped in the string, for glob processing, etc.
-        StringBuffer buffer = new StringBuffer();
-        if (uri.getScheme() != null) {
-            buffer.append(uri.getScheme());
-            buffer.append(":");
-        }
-        if (uri.getAuthority() != null) {
-            buffer.append("//");
-            buffer.append(uri.getAuthority());
-        }
-        if (uri.getPath() != null) {
-            String path = uri.getPath();
-            if (path.indexOf('/') == 0 && hasWindowsDrive(path, true) && // has
-                                                                         // windows
-                                                                         // drive
-                    uri.getScheme() == null && // but no scheme
-                    uri.getAuthority() == null) // or authority
-                path = path.substring(1); // remove slash before drive
-            buffer.append(path);
-        }
-        if (uri.getFragment() != null) {
-            buffer.append("#");
-            buffer.append(uri.getFragment());
-        }
-        return buffer.toString();
-    }
-
-    public boolean equals(Object o) {
-        if (!(o instanceof Path)) {
-            return false;
-        }
-        Path that = (Path) o;
-        return this.uri.equals(that.uri);
-    }
-
-    public int hashCode() {
-        return uri.hashCode();
-    }
-
-    public int compareTo(Object o) {
-        Path that = (Path) o;
-        return this.uri.compareTo(that.uri);
-    }
-
-    /** Return the number of elements in this path. */
-    public int depth() {
-        String path = uri.getPath();
-        int depth = 0;
-        int slash = path.length() == 1 && path.charAt(0) == '/' ? -1 : 0;
-        while (slash != -1) {
-            depth++;
-            slash = path.indexOf(SEPARATOR, slash + 1);
-        }
-        return depth;
-    }
-
-    /** Returns a qualified path object. */
-    public Path makeQualified(FileSystem fs) {
-        Path path = this;
-        if (!isAbsolute()) {
-            path = new Path(fs.getWorkingDirectory(), this);
-        }
-
-        URI pathUri = path.toUri();
-        URI fsUri = fs.getUri();
-
-        String scheme = pathUri.getScheme();
-        String authority = pathUri.getAuthority();
-        String fragment = pathUri.getFragment();
-        if (scheme != null && (authority != null || fsUri.getAuthority() == null))
-            return path;
-
-        if (scheme == null) {
-            scheme = fsUri.getScheme();
-        }
-
-        if (authority == null) {
-            authority = fsUri.getAuthority();
-            if (authority == null) {
-                authority = "";
-            }
-        }
-
-        URI newUri = null;
-        try {
-            newUri = new URI(scheme, authority, normalizePath(pathUri.getPath()), null, fragment);
-        } catch (URISyntaxException e) {
-            throw new IllegalArgumentException(e);
-        }
-        return new Path(newUri);
-    }
-
-    /** Returns a qualified path object. */
-    public Path makeQualified(URI defaultUri, Path workingDir) {
-        Path path = this;
-        if (!isAbsolute()) {
-            path = new Path(workingDir, this);
-        }
-
-        URI pathUri = path.toUri();
-
-        String scheme = pathUri.getScheme();
-        String authority = pathUri.getAuthority();
-        String fragment = pathUri.getFragment();
-
-        if (scheme != null && (authority != null || defaultUri.getAuthority() == null))
-            return path;
-
-        if (scheme == null) {
-            scheme = defaultUri.getScheme();
-        }
-
-        if (authority == null) {
-            authority = defaultUri.getAuthority();
-            if (authority == null) {
-                authority = "";
-            }
-        }
-
-        URI newUri = null;
-        try {
-            newUri = new URI(scheme, authority, normalizePath(pathUri.getPath()), null, fragment);
-        } catch (URISyntaxException e) {
-            throw new IllegalArgumentException(e);
-        }
-        return new Path(newUri);
-    }
-}
\ No newline at end of file
diff --git a/pregelix/pregelix-core/src/main/java/org/apache/hadoop/mapreduce/InputSplit.java b/pregelix/pregelix-core/src/main/java/org/apache/hadoop/mapreduce/InputSplit.java
deleted file mode 100644
index ac72160..0000000
--- a/pregelix/pregelix-core/src/main/java/org/apache/hadoop/mapreduce/InputSplit.java
+++ /dev/null
@@ -1,51 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.hadoop.mapreduce;
-
-import java.io.IOException;
-import java.io.Serializable;
-
-/**
- * <code>InputSplit</code> represents the data to be processed by an individual {@link Mapper}.
- * <p>
- * Typically, it presents a byte-oriented view on the input and is the responsibility of {@link RecordReader} of the job to process this and present a record-oriented view.
- * 
- * @see InputFormat
- * @see RecordReader
- */
-public abstract class InputSplit implements Serializable {
-    private static final long serialVersionUID = 1L;
-
-    /**
-     * Get the size of the split, so that the input splits can be sorted by
-     * size.
-     * 
-     * @return the number of bytes in the split
-     * @throws IOException
-     * @throws InterruptedException
-     */
-    public abstract long getLength() throws IOException, InterruptedException;
-
-    /**
-     * Get the list of nodes by name where the data for the split would be
-     * local. The locations do not need to be serialized.
-     * 
-     * @return a new array of the node nodes.
-     * @throws IOException
-     * @throws InterruptedException
-     */
-    public abstract String[] getLocations() throws IOException, InterruptedException;
-}
\ No newline at end of file
diff --git a/pregelix/pregelix-core/src/main/resources/conf/topology-template.xml b/pregelix/pregelix-core/src/main/resources/conf/topology-template.xml
new file mode 100755
index 0000000..4710706
--- /dev/null
+++ b/pregelix/pregelix-core/src/main/resources/conf/topology-template.xml
@@ -0,0 +1,7 @@
+<cluster-topology>
+    <network-switch name="Global">
+        <network-switch name="local">
+            <terminal name="127.0.0.1"/>
+        </network-switch>
+    </network-switch>
+</cluster-topology>
\ No newline at end of file
diff --git a/pregelix/pregelix-core/src/main/resources/scripts/getip.sh b/pregelix/pregelix-core/src/main/resources/scripts/getip.sh
index e0cdf73..a691c0f 100755
--- a/pregelix/pregelix-core/src/main/resources/scripts/getip.sh
+++ b/pregelix/pregelix-core/src/main/resources/scripts/getip.sh
@@ -6,6 +6,10 @@
 then
         #Get IP Address
         IPADDR=`/sbin/ifconfig eth0 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+    	if [ "$IPADDR" = "" ]
+        then
+		IPADDR=`/sbin/ifconfig em1 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+        fi 
 	if [ "$IPADDR" = "" ]
         then
 		IPADDR=`/sbin/ifconfig lo | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
diff --git a/pregelix/pregelix-core/src/main/resources/scripts/pregelix b/pregelix/pregelix-core/src/main/resources/scripts/pregelix
index c3fd27b..b1a2f74 100644
--- a/pregelix/pregelix-core/src/main/resources/scripts/pregelix
+++ b/pregelix/pregelix-core/src/main/resources/scripts/pregelix
@@ -91,7 +91,7 @@
   REPO="$BASEDIR"/lib
 fi
 
-CLASSPATH=$CLASSPATH_PREFIX:"$HADOOP_HOME"/conf:"$BASEDIR"/etc:$(echo ${REPO}/*.jar | tr ' ' ':'):$1
+CLASSPATH=$CLASSPATH_PREFIX:"$HADOOP_HOME"/conf:/etc/hadoop/conf:"$BASEDIR"/etc:$1
 
 # For Cygwin, switch paths to Windows format before running java
 if $cygwin; then
diff --git a/pregelix/pregelix-core/src/main/resources/scripts/startAllNCs.sh b/pregelix/pregelix-core/src/main/resources/scripts/startAllNCs.sh
index 629bd90..d30da26 100644
--- a/pregelix/pregelix-core/src/main/resources/scripts/startAllNCs.sh
+++ b/pregelix/pregelix-core/src/main/resources/scripts/startAllNCs.sh
@@ -2,5 +2,5 @@
 
 for i in `cat conf/slaves`
 do
-   ssh $i "cd ${PREGELIX_PATH}; bin/startnc.sh"
+   ssh $i "cd ${PREGELIX_PATH}; export JAVA_HOME=${JAVA_HOME}; bin/startnc.sh"
 done
diff --git a/pregelix/pregelix-core/src/main/resources/scripts/startcc.sh b/pregelix/pregelix-core/src/main/resources/scripts/startcc.sh
index fe2551d..133b604 100644
--- a/pregelix/pregelix-core/src/main/resources/scripts/startcc.sh
+++ b/pregelix/pregelix-core/src/main/resources/scripts/startcc.sh
@@ -20,6 +20,12 @@
 export JAVA_HOME=$JAVA_HOME
 export JAVA_OPTS=$CCJAVA_OPTS
 
-#Launch hyracks cc script
+
 chmod -R 755 $HYRACKS_HOME
-$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 3 &> $CCLOGS_DIR/cc.log &
+if [ -f "conf/topology.xml"  ]; then
+#Launch hyracks cc script with topology
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 0 -cluster-topology "conf/topology.xml" &> $CCLOGS_DIR/cc.log &
+else
+#Launch hyracks cc script without toplogy
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 0 &> $CCLOGS_DIR/cc.log &
+fi
diff --git a/pregelix/pregelix-core/src/main/resources/scripts/startnc.sh b/pregelix/pregelix-core/src/main/resources/scripts/startnc.sh
index 6e0f90e..b059aad 100644
--- a/pregelix/pregelix-core/src/main/resources/scripts/startnc.sh
+++ b/pregelix/pregelix-core/src/main/resources/scripts/startnc.sh
@@ -46,4 +46,4 @@
 cd $NCTMP_DIR
 
 #Launch hyracks nc
-$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyracksnc -cc-host $CCHOST -cc-port $CC_CLUSTERPORT -cluster-net-ip-address $IPADDR  -data-ip-address $IPADDR -node-id $NODEID -iodevices "${IO_DIRS}" &> $NCLOGS_DIR/$NODEID.log &
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyracksnc -cc-host $CCHOST -cc-port $CC_CLUSTERPORT -cluster-net-ip-address $IPADDR  -data-ip-address $IPADDR -result-ip-address $IPADDR  -node-id $NODEID -iodevices "${IO_DIRS}" &> $NCLOGS_DIR/$NODEID.log &
diff --git a/pregelix/pregelix-core/src/main/resources/scripts/stopnc.sh b/pregelix/pregelix-core/src/main/resources/scripts/stopnc.sh
index 03ce4e7..35c4794 100644
--- a/pregelix/pregelix-core/src/main/resources/scripts/stopnc.sh
+++ b/pregelix/pregelix-core/src/main/resources/scripts/stopnc.sh
@@ -5,6 +5,10 @@
 PID=`ps -ef|grep ${USER}|grep java|grep 'Dapp.name=hyracksnc'|awk '{print $2}'`
 
 if [ "$PID" == "" ]; then
+  PID=`ps -ef|grep ${USER}|grep java|grep 'hyracks'|awk '{print $2}'`
+fi
+
+if [ "$PID" == "" ]; then
   USERID=`id | sed 's/^uid=//;s/(.*$//'`
   PID=`ps -ef|grep ${USERID}|grep java|grep 'Dapp.name=hyracksnc'|awk '{print $2}'`
 fi
diff --git a/pregelix/pregelix-core/src/test/java/edu/uci/ics/pregelix/core/join/JoinTest.java b/pregelix/pregelix-core/src/test/java/edu/uci/ics/pregelix/core/join/JoinTest.java
index 97659d4..3c00cad 100644
--- a/pregelix/pregelix-core/src/test/java/edu/uci/ics/pregelix/core/join/JoinTest.java
+++ b/pregelix/pregelix-core/src/test/java/edu/uci/ics/pregelix/core/join/JoinTest.java
@@ -50,14 +50,14 @@
 import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
 import edu.uci.ics.pregelix.core.data.TypeTraits;
 import edu.uci.ics.pregelix.core.jobgen.clusterconfig.ClusterConfig;
 import edu.uci.ics.pregelix.core.util.PregelixHyracksIntegrationUtil;
@@ -65,8 +65,8 @@
 import edu.uci.ics.pregelix.dataflow.VertexWriteOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.std.IndexNestedLoopJoinOperatorDescriptor;
 import edu.uci.ics.pregelix.dataflow.std.ProjectOperatorDescriptor;
+import edu.uci.ics.pregelix.runtime.bootstrap.IndexLifeCycleManagerProvider;
 import edu.uci.ics.pregelix.runtime.bootstrap.StorageManagerInterface;
-import edu.uci.ics.pregelix.runtime.bootstrap.TreeIndexRegistryProvider;
 
 public class JoinTest {
     private final static String ACTUAL_RESULT_DIR = "actual";
@@ -82,7 +82,7 @@
     private static final String PATH_TO_CLUSTER_PROPERTIES = "src/test/resources/cluster/cluster.properties";
 
     private static final float DEFAULT_BTREE_FILL_FACTOR = 1.00f;
-    private IIndexRegistryProvider<IIndex> treeRegistry = TreeIndexRegistryProvider.INSTANCE;
+    private IIndexLifecycleManagerProvider lcManagerProvider = IndexLifeCycleManagerProvider.INSTANCE;
     private IStorageManagerInterface storageManagerInterface = StorageManagerInterface.INSTANCE;
 
     private IBinaryHashFunctionFactory stringHashFactory = new PointableBinaryHashFunctionFactory(
@@ -103,7 +103,6 @@
         ClusterConfig.setClusterPropertiesPath(PATH_TO_CLUSTER_PROPERTIES);
         cleanupStores();
         PregelixHyracksIntegrationUtil.init();
-        PregelixHyracksIntegrationUtil.createApp(HYRACKS_APP_NAME);
 
         FileUtils.forceMkdir(new File(EXPECT_RESULT_DIR));
         FileUtils.forceMkdir(new File(ACTUAL_RESULT_DIR));
@@ -121,7 +120,6 @@
         runIndexRightOuterJoin();
         TestUtils.compareWithResult(new File(EXPECTED_RESULT_FILE), new File(ACTUAL_RESULT_FILE));
 
-        PregelixHyracksIntegrationUtil.destroyApp(HYRACKS_APP_NAME);
         PregelixHyracksIntegrationUtil.deinit();
     }
 
@@ -195,8 +193,8 @@
         FileSplit[] results = new FileSplit[1];
         results[0] = resultFile;
         IFileSplitProvider resultFileSplitProvider = new ConstantFileSplitProvider(results);
-        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, null, resultFileSplitProvider, null,
-                null);
+        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, null, resultFileSplitProvider,
+                null, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer, new String[] { NC1_ID });
         PartitionConstraintHelper.addPartitionCountConstraint(spec, writer, 1);
 
@@ -234,8 +232,9 @@
         for (int i = 0; i < typeTraits.length; i++)
             typeTraits[i] = new TypeTraits(false);
         TreeIndexCreateOperatorDescriptor writer = new TreeIndexCreateOperatorDescriptor(spec, storageManagerInterface,
-                treeRegistry, fileSplitProvider, typeTraits, comparatorFactories, new BTreeDataflowHelperFactory(),
-                NoOpOperationCallbackProvider.INSTANCE);
+                lcManagerProvider, fileSplitProvider, typeTraits, comparatorFactories, null,
+                new BTreeDataflowHelperFactory(), new TransientLocalResourceFactoryProvider(),
+                NoOpOperationCallbackFactory.INSTANCE);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer, NC1_ID, NC2_ID);
         spec.addRoot(writer);
         runTest(spec);
@@ -278,9 +277,9 @@
         for (int i = 0; i < typeTraits.length; i++)
             typeTraits[i] = new TypeTraits(false);
         TreeIndexBulkLoadOperatorDescriptor writer = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManagerInterface, treeRegistry, fileSplitProvider, typeTraits, comparatorFactories,
-                fieldPermutation, DEFAULT_BTREE_FILL_FACTOR, new BTreeDataflowHelperFactory(),
-                NoOpOperationCallbackProvider.INSTANCE);
+                storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits, comparatorFactories, null,
+                fieldPermutation, DEFAULT_BTREE_FILL_FACTOR, false, 0, new BTreeDataflowHelperFactory(),
+                NoOpOperationCallbackFactory.INSTANCE);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer, NC1_ID, NC2_ID);
 
         spec.connect(new OneToOneConnectorDescriptor(spec), custScanner, 0, sorter, 0);
@@ -353,8 +352,8 @@
         for (int i = 0; i < typeTraits.length; i++)
             typeTraits[i] = new TypeTraits(false);
         IndexNestedLoopJoinOperatorDescriptor join = new IndexNestedLoopJoinOperatorDescriptor(spec, custOrderJoinDesc,
-                storageManagerInterface, treeRegistry, fileSplitProvider, typeTraits, keyComparatorFactories, true,
-                keyFields, keyFields, true, true, new BTreeDataflowHelperFactory());
+                storageManagerInterface, lcManagerProvider, fileSplitProvider, typeTraits, keyComparatorFactories,
+                true, keyFields, keyFields, true, true, new BTreeDataflowHelperFactory());
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
         /** results (already in sorted order) */
@@ -362,8 +361,8 @@
         FileSplit[] results = new FileSplit[1];
         results[0] = resultFile;
         IFileSplitProvider resultFileSplitProvider = new ConstantFileSplitProvider(results);
-        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, null, resultFileSplitProvider, null,
-                null);
+        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, null, resultFileSplitProvider,
+                null, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer, new String[] { NC1_ID });
         PartitionConstraintHelper.addPartitionCountConstraint(spec, writer, 1);
 
@@ -459,8 +458,8 @@
         FileSplit[] results = new FileSplit[1];
         results[0] = resultFile;
         IFileSplitProvider resultFileSplitProvider = new ConstantFileSplitProvider(results);
-        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, null, resultFileSplitProvider, null,
-                null);
+        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, null, resultFileSplitProvider,
+                null, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer, new String[] { NC1_ID });
         PartitionConstraintHelper.addPartitionCountConstraint(spec, writer, 1);
 
@@ -556,7 +555,7 @@
         ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(new TypeAwareTupleWriterFactory(
                 typeTraits));
         IndexNestedLoopJoinOperatorDescriptor join = new IndexNestedLoopJoinOperatorDescriptor(spec, custOrderJoinDesc,
-                storageManagerInterface, treeRegistry, fileSplitProvider, interiorFrameFactory, leafFrameFactory,
+                storageManagerInterface, lcManagerProvider, fileSplitProvider, interiorFrameFactory, leafFrameFactory,
                 typeTraits, keyComparatorFactories, true, keyFields, keyFields, true, true,
                 new BTreeDataflowHelperFactory(), true, nullWriterFactories);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
@@ -566,8 +565,8 @@
         FileSplit[] results = new FileSplit[1];
         results[0] = resultFile;
         IFileSplitProvider resultFileSplitProvider = new ConstantFileSplitProvider(results);
-        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, null, resultFileSplitProvider, null,
-                null);
+        VertexWriteOperatorDescriptor writer = new VertexWriteOperatorDescriptor(spec, null, resultFileSplitProvider,
+                null, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, writer, new String[] { NC1_ID });
         PartitionConstraintHelper.addPartitionCountConstraint(spec, writer, 1);
 
diff --git a/pregelix/pregelix-core/src/test/resources/hadoop/conf/mapred-site.xml b/pregelix/pregelix-core/src/test/resources/hadoop/conf/mapred-site.xml
index 1b9a4d6..f89dd79 100644
--- a/pregelix/pregelix-core/src/test/resources/hadoop/conf/mapred-site.xml
+++ b/pregelix/pregelix-core/src/test/resources/hadoop/conf/mapred-site.xml
@@ -18,8 +18,8 @@
       <value>20</value>
    </property>
    <property>
-      <name>mapred.min.split.size</name>
-      <value>65536</value>
+      <name>mapred.max.split.size</name>
+      <value>4096</value>
    </property>
 
 </configuration>
diff --git a/pregelix/pregelix-core/src/test/resources/topology.xml b/pregelix/pregelix-core/src/test/resources/topology.xml
new file mode 100755
index 0000000..4710706
--- /dev/null
+++ b/pregelix/pregelix-core/src/test/resources/topology.xml
@@ -0,0 +1,7 @@
+<cluster-topology>
+    <network-switch name="Global">
+        <network-switch name="local">
+            <terminal name="127.0.0.1"/>
+        </network-switch>
+    </network-switch>
+</cluster-topology>
\ No newline at end of file
diff --git a/pregelix/pregelix-dataflow-std-base/pom.xml b/pregelix/pregelix-dataflow-std-base/pom.xml
index 05a1508..6222a04 100644
--- a/pregelix/pregelix-dataflow-std-base/pom.xml
+++ b/pregelix/pregelix-dataflow-std-base/pom.xml
@@ -7,7 +7,7 @@
 	<parent>
     		<groupId>edu.uci.ics.hyracks</groupId>
     		<artifactId>pregelix</artifactId>
-    		<version>0.2.3-SNAPSHOT</version>
+    		<version>0.2.4-SNAPSHOT</version>
   	</parent>
 
 
@@ -22,8 +22,9 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
 				</configuration>
 			</plugin>
 			<plugin>
@@ -41,8 +42,9 @@
 				</configuration>
 			</plugin>
 			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
 				<artifactId>maven-clean-plugin</artifactId>
-				<version>2.5</version>
+                <version>2.4.1</version>
 				<configuration>
 					<filesets>
 						<fileset>
@@ -72,14 +74,14 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
diff --git a/pregelix/pregelix-dataflow-std/pom.xml b/pregelix/pregelix-dataflow-std/pom.xml
index 36b0eb8..aa77ad3 100644
--- a/pregelix/pregelix-dataflow-std/pom.xml
+++ b/pregelix/pregelix-dataflow-std/pom.xml
@@ -5,10 +5,10 @@
 	<name>pregelix-dataflow-std</name>
 
 	<parent>
-    		<groupId>edu.uci.ics.hyracks</groupId>
-    		<artifactId>pregelix</artifactId>
-    		<version>0.2.3-SNAPSHOT</version>
-  	</parent>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<artifactId>pregelix</artifactId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
 
 
 	<properties>
@@ -22,8 +22,9 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
 				</configuration>
 			</plugin>
 			<plugin>
@@ -41,8 +42,9 @@
 				</configuration>
 			</plugin>
 			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
 				<artifactId>maven-clean-plugin</artifactId>
-				<version>2.5</version>
+				<version>2.4.1</version>
 				<configuration>
 					<filesets>
 						<fileset>
@@ -72,75 +74,77 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-dataflow-std-base</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-dataflow-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-dataflow-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-data-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
 		</dependency>
 		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-core</artifactId>
-			<version>0.20.2</version>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-hdfs-core</artifactId>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-storage-am-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-storage-am-btree</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-control-cc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-control-nc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-ipc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/BTreeSearchFunctionUpdateOperatorDescriptor.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/BTreeSearchFunctionUpdateOperatorDescriptor.java
index 99e55f1..c9f3fe7 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/BTreeSearchFunctionUpdateOperatorDescriptor.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/BTreeSearchFunctionUpdateOperatorDescriptor.java
@@ -23,12 +23,12 @@
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
 import edu.uci.ics.pregelix.dataflow.std.base.IRecordDescriptorFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IRuntimeHookFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IUpdateFunctionFactory;
@@ -53,14 +53,16 @@
     private final int outputArity;
 
     public BTreeSearchFunctionUpdateOperatorDescriptor(JobSpecification spec, RecordDescriptor recDesc,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> indexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lcManagerProvider,
             IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, boolean isForward, int[] lowKeyFields, int[] highKeyFields,
             boolean lowKeyInclusive, boolean highKeyInclusive, IIndexDataflowHelperFactory dataflowHelperFactory,
             IRecordDescriptorFactory inputRdFactory, int outputArity, IUpdateFunctionFactory functionFactory,
             IRuntimeHookFactory preHookFactory, IRuntimeHookFactory postHookFactory, RecordDescriptor... rDescs) {
-        super(spec, 1, outputArity, recDesc, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, dataflowHelperFactory, null, false, NoOpOperationCallbackProvider.INSTANCE);
+        super(spec, 1, outputArity, recDesc, storageManager, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, dataflowHelperFactory, null, false,
+                new TransientLocalResourceFactoryProvider(), NoOpOperationCallbackFactory.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE);
         this.isForward = isForward;
         this.lowKeyFields = lowKeyFields;
         this.highKeyFields = highKeyFields;
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/BTreeSearchFunctionUpdateOperatorNodePushable.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/BTreeSearchFunctionUpdateOperatorNodePushable.java
index 3938613..ff95e52 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/BTreeSearchFunctionUpdateOperatorNodePushable.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/BTreeSearchFunctionUpdateOperatorNodePushable.java
@@ -36,9 +36,10 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 import edu.uci.ics.pregelix.dataflow.std.base.IRecordDescriptorFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IRuntimeHookFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IUpdateFunctionFactory;
@@ -106,11 +107,11 @@
          * open the function
          */
         functionProxy.functionOpen();
-        accessor = new FrameTupleAccessor(treeIndexHelper.getHyracksTaskContext().getFrameSize(), recDesc);
+        accessor = new FrameTupleAccessor(treeIndexHelper.getTaskContext().getFrameSize(), recDesc);
 
         try {
-            treeIndexHelper.init(false);
-            btree = (BTree) treeIndexHelper.getIndex();
+            treeIndexHelper.open();
+            btree = (BTree) treeIndexHelper.getIndexInstance();
             cursorFrame = btree.getLeafFrameFactory().createFrame();
             setCursor();
 
@@ -120,17 +121,17 @@
             rangePred = new RangePredicate(null, null, lowKeyInclusive, highKeyInclusive, lowKeySearchCmp,
                     highKeySearchCmp);
 
-            writeBuffer = treeIndexHelper.getHyracksTaskContext().allocateFrame();
+            writeBuffer = treeIndexHelper.getTaskContext().allocateFrame();
             tb = new ArrayTupleBuilder(btree.getFieldCount());
             dos = tb.getDataOutput();
-            appender = new FrameTupleAppender(treeIndexHelper.getHyracksTaskContext().getFrameSize());
+            appender = new FrameTupleAppender(treeIndexHelper.getTaskContext().getFrameSize());
             appender.reset(writeBuffer, true);
-            indexAccessor = btree.createAccessor();
+            indexAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
 
             cloneUpdateTb = new ArrayTupleBuilder(btree.getFieldCount());
             updateBuffer.setFieldCount(btree.getFieldCount());
         } catch (Exception e) {
-            treeIndexHelper.deinit();
+            treeIndexHelper.close();
             throw new HyracksDataException(e);
         }
     }
@@ -203,7 +204,7 @@
              */
             functionProxy.functionClose();
         } finally {
-            treeIndexHelper.deinit();
+            treeIndexHelper.close();
         }
     }
 
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/FunctionCallOperatorDescriptor.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/FunctionCallOperatorDescriptor.java
index ee3ac82..4cbd6c4 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/FunctionCallOperatorDescriptor.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/FunctionCallOperatorDescriptor.java
@@ -61,22 +61,21 @@
             private FrameDeserializer frameDeserializer;
             private final IFrameWriter[] writers = new IFrameWriter[outputArity];
             private final IFunction function = functionFactory.createFunction();
+            private ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
 
             @Override
-            public void close() throws HyracksDataException {
-                if (postHookFactory != null)
-                    postHookFactory.createRuntimeHook().configure(ctx);
-                function.close();
+            public void open() throws HyracksDataException {
+                rd0 = inputRdFactory == null ? recordDescProvider.getInputRecordDescriptor(getActivityId(), 0)
+                        : inputRdFactory.createRecordDescriptor();
+                frameDeserializer = new FrameDeserializer(ctx.getFrameSize(), rd0);
+                ctxCL = Thread.currentThread().getContextClassLoader();
+                Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
                 for (IFrameWriter writer : writers) {
-                    writer.close();
+                    writer.open();
                 }
-            }
-
-            @Override
-            public void fail() throws HyracksDataException {
-                for (IFrameWriter writer : writers) {
-                    writer.fail();
-                }
+                if (preHookFactory != null)
+                    preHookFactory.createRuntimeHook().configure(ctx);
+                function.open(ctx, rd0, writers);
             }
 
             @Override
@@ -89,17 +88,21 @@
             }
 
             @Override
-            public void open() throws HyracksDataException {
-                rd0 = inputRdFactory == null ? recordDescProvider.getInputRecordDescriptor(getActivityId(), 0)
-                        : inputRdFactory.createRecordDescriptor();
-                frameDeserializer = new FrameDeserializer(ctx.getFrameSize(), rd0);
-                Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+            public void close() throws HyracksDataException {
+                if (postHookFactory != null)
+                    postHookFactory.createRuntimeHook().configure(ctx);
+                function.close();
                 for (IFrameWriter writer : writers) {
-                    writer.open();
+                    writer.close();
                 }
-                if (preHookFactory != null)
-                    preHookFactory.createRuntimeHook().configure(ctx);
-                function.open(ctx, rd0, writers);
+                Thread.currentThread().setContextClassLoader(ctxCL);
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                for (IFrameWriter writer : writers) {
+                    writer.fail();
+                }
             }
 
             @Override
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinFunctionUpdateOperatorDescriptor.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinFunctionUpdateOperatorDescriptor.java
index 60559e8..7662aa8 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinFunctionUpdateOperatorDescriptor.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinFunctionUpdateOperatorDescriptor.java
@@ -25,13 +25,13 @@
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
 import edu.uci.ics.pregelix.dataflow.std.base.IRecordDescriptorFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IRuntimeHookFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IUpdateFunctionFactory;
@@ -61,14 +61,16 @@
     private final int outputArity;
 
     public IndexNestedLoopJoinFunctionUpdateOperatorDescriptor(JobSpecification spec,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> treeIndexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lcManagerProvider,
             IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, boolean isForward, int[] lowKeyFields, int[] highKeyFields,
             boolean lowKeyInclusive, boolean highKeyInclusive, IIndexDataflowHelperFactory opHelperFactory,
             IRecordDescriptorFactory inputRdFactory, int outputArity, IUpdateFunctionFactory functionFactory,
             IRuntimeHookFactory preHookFactory, IRuntimeHookFactory postHookFactory, RecordDescriptor... rDescs) {
-        super(spec, 1, outputArity, rDescs[0], storageManager, treeIndexRegistryProvider, fileSplitProvider,
-                typeTraits, comparatorFactories, opHelperFactory, null, false, NoOpOperationCallbackProvider.INSTANCE);
+        super(spec, 1, outputArity, rDescs[0], storageManager, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, highKeyFields, opHelperFactory, null, false,
+                new TransientLocalResourceFactoryProvider(), NoOpOperationCallbackFactory.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE);
         this.isForward = isForward;
         this.lowKeyFields = lowKeyFields;
         this.highKeyFields = highKeyFields;
@@ -88,7 +90,7 @@
     }
 
     public IndexNestedLoopJoinFunctionUpdateOperatorDescriptor(JobSpecification spec,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> treeIndexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lcManagerProvider,
             IFileSplitProvider fileSplitProvider, ITreeIndexFrameFactory interiorFrameFactory,
             ITreeIndexFrameFactory leafFrameFactory, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, boolean isForward, int[] lowKeyFields, int[] highKeyFields,
@@ -96,8 +98,10 @@
             boolean isRightOuter, INullWriterFactory[] nullWriterFactories, IRecordDescriptorFactory inputRdFactory,
             int outputArity, IUpdateFunctionFactory functionFactory, IRuntimeHookFactory preHookFactory,
             IRuntimeHookFactory postHookFactory, RecordDescriptor... rDescs) {
-        super(spec, 1, outputArity, rDescs[0], storageManager, treeIndexRegistryProvider, fileSplitProvider,
-                typeTraits, comparatorFactories, opHelperFactory, null, false, NoOpOperationCallbackProvider.INSTANCE);
+        super(spec, 1, outputArity, rDescs[0], storageManager, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, highKeyFields, opHelperFactory, null, false,
+                new TransientLocalResourceFactoryProvider(), NoOpOperationCallbackFactory.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE);
         this.isForward = isForward;
         this.lowKeyFields = lowKeyFields;
         this.highKeyFields = highKeyFields;
@@ -120,7 +124,7 @@
     }
 
     public IndexNestedLoopJoinFunctionUpdateOperatorDescriptor(JobSpecification spec,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> treeIndexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lcManagerProvider,
             IFileSplitProvider fileSplitProvider, ITreeIndexFrameFactory interiorFrameFactory,
             ITreeIndexFrameFactory leafFrameFactory, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, boolean isForward, int[] lowKeyFields, int[] highKeyFields,
@@ -128,8 +132,10 @@
             boolean isSetUnion, IRecordDescriptorFactory inputRdFactory, int outputArity,
             IUpdateFunctionFactory functionFactory, IRuntimeHookFactory preHookFactory,
             IRuntimeHookFactory postHookFactory, RecordDescriptor... rDescs) {
-        super(spec, 1, outputArity, rDescs[0], storageManager, treeIndexRegistryProvider, fileSplitProvider,
-                typeTraits, comparatorFactories, opHelperFactory, null, false, NoOpOperationCallbackProvider.INSTANCE);
+        super(spec, 1, outputArity, rDescs[0], storageManager, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, highKeyFields, opHelperFactory, null, false,
+                new TransientLocalResourceFactoryProvider(), NoOpOperationCallbackFactory.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE);
         this.isForward = isForward;
         this.lowKeyFields = lowKeyFields;
         this.highKeyFields = highKeyFields;
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinFunctionUpdateOperatorNodePushable.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinFunctionUpdateOperatorNodePushable.java
index 37029f3..61e4649 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinFunctionUpdateOperatorNodePushable.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinFunctionUpdateOperatorNodePushable.java
@@ -36,9 +36,10 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 import edu.uci.ics.pregelix.dataflow.std.base.IRecordDescriptorFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IRuntimeHookFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IUpdateFunctionFactory;
@@ -104,12 +105,11 @@
          * open the function
          */
         functionProxy.functionOpen();
-        accessor = new FrameTupleAccessor(treeIndexOpHelper.getHyracksTaskContext().getFrameSize(), recDesc);
+        accessor = new FrameTupleAccessor(treeIndexOpHelper.getTaskContext().getFrameSize(), recDesc);
 
         try {
-            treeIndexOpHelper.init(false);
-            btree = (BTree) treeIndexOpHelper.getIndex();
-            btree.open(treeIndexOpHelper.getIndexFileId());
+            treeIndexOpHelper.open();
+            btree = (BTree) treeIndexOpHelper.getIndexInstance();
             cursorFrame = btree.getLeafFrameFactory().createFrame();
             setCursor();
 
@@ -140,15 +140,15 @@
 
             rangePred = new RangePredicate(null, null, lowKeyInclusive, highKeyInclusive, lowKeySearchCmp,
                     highKeySearchCmp);
-            writeBuffer = treeIndexOpHelper.getHyracksTaskContext().allocateFrame();
-            appender = new FrameTupleAppender(treeIndexOpHelper.getHyracksTaskContext().getFrameSize());
+            writeBuffer = treeIndexOpHelper.getTaskContext().allocateFrame();
+            appender = new FrameTupleAppender(treeIndexOpHelper.getTaskContext().getFrameSize());
             appender.reset(writeBuffer, true);
 
-            indexAccessor = btree.createAccessor();
+            indexAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
             cloneUpdateTb = new ArrayTupleBuilder(btree.getFieldCount());
             updateBuffer.setFieldCount(btree.getFieldCount());
         } catch (Exception e) {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
             throw new HyracksDataException(e);
         }
     }
@@ -220,7 +220,7 @@
              */
             functionProxy.functionClose();
         } finally {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
         }
     }
 
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinOperatorDescriptor.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinOperatorDescriptor.java
index ed177e3..d237761 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinOperatorDescriptor.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinOperatorDescriptor.java
@@ -24,13 +24,13 @@
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
 
 public class IndexNestedLoopJoinOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
 
@@ -51,12 +51,13 @@
     private boolean isSetUnion = false;
 
     public IndexNestedLoopJoinOperatorDescriptor(JobSpecification spec, RecordDescriptor recDesc,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> treeIndexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lcManagerProvider,
             IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, boolean isForward, int[] lowKeyFields, int[] highKeyFields,
             boolean lowKeyInclusive, boolean highKeyInclusive, IIndexDataflowHelperFactory opHelperFactory) {
-        super(spec, 1, 1, recDesc, storageManager, treeIndexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, opHelperFactory, null, false, NoOpOperationCallbackProvider.INSTANCE);
+        super(spec, 1, 1, recDesc, storageManager, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, opHelperFactory, null, false, new TransientLocalResourceFactoryProvider(),
+                NoOpOperationCallbackFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE);
         this.isForward = isForward;
         this.lowKeyFields = lowKeyFields;
         this.highKeyFields = highKeyFields;
@@ -65,14 +66,15 @@
     }
 
     public IndexNestedLoopJoinOperatorDescriptor(JobSpecification spec, RecordDescriptor recDesc,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> treeIndexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lcManagerProvider,
             IFileSplitProvider fileSplitProvider, ITreeIndexFrameFactory interiorFrameFactory,
             ITreeIndexFrameFactory leafFrameFactory, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, boolean isForward, int[] lowKeyFields, int[] highKeyFields,
             boolean lowKeyInclusive, boolean highKeyInclusive, IIndexDataflowHelperFactory opHelperFactory,
             boolean isRightOuter, INullWriterFactory[] nullWriterFactories) {
-        super(spec, 1, 1, recDesc, storageManager, treeIndexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, opHelperFactory, null, false, NoOpOperationCallbackProvider.INSTANCE);
+        super(spec, 1, 1, recDesc, storageManager, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, opHelperFactory, null, false, new TransientLocalResourceFactoryProvider(),
+                NoOpOperationCallbackFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE);
         this.isForward = isForward;
         this.lowKeyFields = lowKeyFields;
         this.highKeyFields = highKeyFields;
@@ -84,14 +86,15 @@
     }
 
     public IndexNestedLoopJoinOperatorDescriptor(JobSpecification spec, RecordDescriptor recDesc,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> treeIndexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lcManagerProvider,
             IFileSplitProvider fileSplitProvider, ITreeIndexFrameFactory interiorFrameFactory,
             ITreeIndexFrameFactory leafFrameFactory, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, boolean isForward, int[] lowKeyFields, int[] highKeyFields,
             boolean lowKeyInclusive, boolean highKeyInclusive, IIndexDataflowHelperFactory opHelperFactory,
             boolean isSetUnion) {
-        super(spec, 1, 1, recDesc, storageManager, treeIndexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, opHelperFactory, null, false, NoOpOperationCallbackProvider.INSTANCE);
+        super(spec, 1, 1, recDesc, storageManager, lcManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, opHelperFactory, null, false, new TransientLocalResourceFactoryProvider(),
+                NoOpOperationCallbackFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE);
         this.isForward = isForward;
         this.lowKeyFields = lowKeyFields;
         this.highKeyFields = highKeyFields;
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinOperatorNodePushable.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinOperatorNodePushable.java
index bd076d3..8b9bfc2 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinOperatorNodePushable.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopJoinOperatorNodePushable.java
@@ -34,9 +34,10 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 
 public class IndexNestedLoopJoinOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
     private TreeIndexDataflowHelper treeIndexOpHelper;
@@ -86,11 +87,11 @@
 
     @Override
     public void open() throws HyracksDataException {
-        accessor = new FrameTupleAccessor(treeIndexOpHelper.getHyracksTaskContext().getFrameSize(), recDesc);
+        accessor = new FrameTupleAccessor(treeIndexOpHelper.getTaskContext().getFrameSize(), recDesc);
 
         try {
-            treeIndexOpHelper.init(false);
-            btree = (BTree) treeIndexOpHelper.getIndex();
+            treeIndexOpHelper.open();
+            btree = (BTree) treeIndexOpHelper.getIndexInstance();
             writer.open();
 
             int lowKeySearchFields = btree.getComparatorFactories().length;
@@ -118,15 +119,15 @@
 
             rangePred = new RangePredicate(null, null, lowKeyInclusive, highKeyInclusive, lowKeySearchCmp,
                     highKeySearchCmp);
-            writeBuffer = treeIndexOpHelper.getHyracksTaskContext().allocateFrame();
+            writeBuffer = treeIndexOpHelper.getTaskContext().allocateFrame();
             tb = new ArrayTupleBuilder(inputRecDesc.getFields().length + btree.getFieldCount());
             dos = tb.getDataOutput();
-            appender = new FrameTupleAppender(treeIndexOpHelper.getHyracksTaskContext().getFrameSize());
+            appender = new FrameTupleAppender(treeIndexOpHelper.getTaskContext().getFrameSize());
             appender.reset(writeBuffer, true);
-            indexAccessor = btree.createAccessor();
+            indexAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
             setCursor();
         } catch (Exception e) {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
             throw new HyracksDataException(e);
         }
     }
@@ -196,7 +197,7 @@
                 throw new HyracksDataException(e);
             }
         } finally {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
         }
     }
 
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopRightOuterJoinFunctionUpdateOperatorNodePushable.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopRightOuterJoinFunctionUpdateOperatorNodePushable.java
index f7b3d62..5ca5382 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopRightOuterJoinFunctionUpdateOperatorNodePushable.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopRightOuterJoinFunctionUpdateOperatorNodePushable.java
@@ -38,9 +38,10 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 import edu.uci.ics.pregelix.dataflow.std.base.IRecordDescriptorFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IRuntimeHookFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IUpdateFunctionFactory;
@@ -116,11 +117,11 @@
          * function open
          */
         functionProxy.functionOpen();
-        accessor = new FrameTupleAccessor(treeIndexOpHelper.getHyracksTaskContext().getFrameSize(), recDesc);
+        accessor = new FrameTupleAccessor(treeIndexOpHelper.getTaskContext().getFrameSize(), recDesc);
 
         try {
-            treeIndexOpHelper.init(false);
-            btree = (BTree) treeIndexOpHelper.getIndex();
+            treeIndexOpHelper.open();
+            btree = (BTree) treeIndexOpHelper.getIndexInstance();
             cursorFrame = btree.getLeafFrameFactory().createFrame();
             setCursor();
 
@@ -147,7 +148,7 @@
 
             rangePred = new RangePredicate(null, null, true, true, lowKeySearchCmp, highKeySearchCmp);
 
-            writeBuffer = treeIndexOpHelper.getHyracksTaskContext().allocateFrame();
+            writeBuffer = treeIndexOpHelper.getTaskContext().allocateFrame();
 
             nullTupleBuilder = new ArrayTupleBuilder(inputRecDesc.getFields().length);
             dos = nullTupleBuilder.getDataOutput();
@@ -157,10 +158,10 @@
                 nullTupleBuilder.addFieldEndOffset();
             }
 
-            appender = new FrameTupleAppender(treeIndexOpHelper.getHyracksTaskContext().getFrameSize());
+            appender = new FrameTupleAppender(treeIndexOpHelper.getTaskContext().getFrameSize());
             appender.reset(writeBuffer, true);
 
-            indexAccessor = btree.createAccessor();
+            indexAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
 
             /** set the search cursor */
             rangePred.setLowKey(null, true);
@@ -178,7 +179,7 @@
             cloneUpdateTb = new ArrayTupleBuilder(btree.getFieldCount());
             updateBuffer.setFieldCount(btree.getFieldCount());
         } catch (Exception e) {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
             throw new HyracksDataException(e);
         }
     }
@@ -273,7 +274,7 @@
         } catch (Exception e) {
             throw new HyracksDataException(e);
         } finally {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
         }
     }
 
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopRightOuterJoinOperatorNodePushable.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopRightOuterJoinOperatorNodePushable.java
index 9f1e1ad..d7c5d1f 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopRightOuterJoinOperatorNodePushable.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopRightOuterJoinOperatorNodePushable.java
@@ -38,9 +38,10 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 
 public class IndexNestedLoopRightOuterJoinOperatorNodePushable extends
         AbstractUnaryInputUnaryOutputOperatorNodePushable {
@@ -97,10 +98,10 @@
 
     @Override
     public void open() throws HyracksDataException {
-        accessor = new FrameTupleAccessor(treeIndexOpHelper.getHyracksTaskContext().getFrameSize(), recDesc);
+        accessor = new FrameTupleAccessor(treeIndexOpHelper.getTaskContext().getFrameSize(), recDesc);
         try {
-            treeIndexOpHelper.init(false);
-            btree = (BTree) treeIndexOpHelper.getIndex();
+            treeIndexOpHelper.open();
+            btree = (BTree) treeIndexOpHelper.getIndexInstance();
             cursorFrame = btree.getLeafFrameFactory().createFrame();
             setCursor();
             writer.open();
@@ -129,13 +130,13 @@
 
             rangePred = new RangePredicate(null, null, true, true, lowKeySearchCmp, highKeySearchCmp);
 
-            writeBuffer = treeIndexOpHelper.getHyracksTaskContext().allocateFrame();
+            writeBuffer = treeIndexOpHelper.getTaskContext().allocateFrame();
             tb = new ArrayTupleBuilder(inputRecDesc.getFields().length + btree.getFieldCount());
             dos = tb.getDataOutput();
-            appender = new FrameTupleAppender(treeIndexOpHelper.getHyracksTaskContext().getFrameSize());
+            appender = new FrameTupleAppender(treeIndexOpHelper.getTaskContext().getFrameSize());
             appender.reset(writeBuffer, true);
 
-            indexAccessor = btree.createAccessor();
+            indexAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
 
             /** set the search cursor */
             rangePred.setLowKey(null, true);
@@ -151,7 +152,7 @@
             }
 
         } catch (Exception e) {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
             throw new HyracksDataException(e);
         }
     }
@@ -243,7 +244,7 @@
         } catch (Exception e) {
             throw new HyracksDataException(e);
         } finally {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
         }
     }
 
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopSetUnionFunctionUpdateOperatorNodePushable.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopSetUnionFunctionUpdateOperatorNodePushable.java
index 6af60a8..160324e 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopSetUnionFunctionUpdateOperatorNodePushable.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopSetUnionFunctionUpdateOperatorNodePushable.java
@@ -36,9 +36,10 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 import edu.uci.ics.pregelix.dataflow.std.base.IRecordDescriptorFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IRuntimeHookFactory;
 import edu.uci.ics.pregelix.dataflow.std.base.IUpdateFunctionFactory;
@@ -104,11 +105,11 @@
     @Override
     public void open() throws HyracksDataException {
         functionProxy.functionOpen();
-        accessor = new FrameTupleAccessor(treeIndexOpHelper.getHyracksTaskContext().getFrameSize(), recDesc);
+        accessor = new FrameTupleAccessor(treeIndexOpHelper.getTaskContext().getFrameSize(), recDesc);
 
         try {
-            treeIndexOpHelper.init(false);
-            btree = (BTree) treeIndexOpHelper.getIndex();
+            treeIndexOpHelper.open();
+            btree = (BTree) treeIndexOpHelper.getIndexInstance();
             cursorFrame = btree.getLeafFrameFactory().createFrame();
             setCursor();
 
@@ -120,11 +121,11 @@
             }
             lowKeySearchCmp = new MultiComparator(lowKeySearchComparators);
 
-            writeBuffer = treeIndexOpHelper.getHyracksTaskContext().allocateFrame();
-            appender = new FrameTupleAppender(treeIndexOpHelper.getHyracksTaskContext().getFrameSize());
+            writeBuffer = treeIndexOpHelper.getTaskContext().allocateFrame();
+            appender = new FrameTupleAppender(treeIndexOpHelper.getTaskContext().getFrameSize());
             appender.reset(writeBuffer, true);
 
-            indexAccessor = btree.createAccessor();
+            indexAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
 
             /** set the search cursor */
             rangePred.setLowKey(null, true);
@@ -141,7 +142,7 @@
             cloneUpdateTb = new ArrayTupleBuilder(btree.getFieldCount());
             updateBuffer.setFieldCount(btree.getFieldCount());
         } catch (Exception e) {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
             throw new HyracksDataException(e);
         }
     }
@@ -214,7 +215,7 @@
         } catch (Exception e) {
             throw new HyracksDataException(e);
         } finally {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
         }
     }
 
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopSetUnionOperatorNodePushable.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopSetUnionOperatorNodePushable.java
index 615a25b..579935b 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopSetUnionOperatorNodePushable.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/IndexNestedLoopSetUnionOperatorNodePushable.java
@@ -37,9 +37,10 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 
 public class IndexNestedLoopSetUnionOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
     private TreeIndexDataflowHelper treeIndexOpHelper;
@@ -90,11 +91,11 @@
 
     @Override
     public void open() throws HyracksDataException {
-        accessor = new FrameTupleAccessor(treeIndexOpHelper.getHyracksTaskContext().getFrameSize(), recDesc);
+        accessor = new FrameTupleAccessor(treeIndexOpHelper.getTaskContext().getFrameSize(), recDesc);
 
         try {
-            treeIndexOpHelper.init(false);
-            btree = (BTree) treeIndexOpHelper.getIndex();
+            treeIndexOpHelper.open();
+            btree = (BTree) treeIndexOpHelper.getIndexInstance();
             cursorFrame = btree.getLeafFrameFactory().createFrame();
             setCursor();
             writer.open();
@@ -107,13 +108,13 @@
             }
             lowKeySearchCmp = new MultiComparator(lowKeySearchComparators);
 
-            writeBuffer = treeIndexOpHelper.getHyracksTaskContext().allocateFrame();
+            writeBuffer = treeIndexOpHelper.getTaskContext().allocateFrame();
             tb = new ArrayTupleBuilder(btree.getFieldCount());
             dos = tb.getDataOutput();
-            appender = new FrameTupleAppender(treeIndexOpHelper.getHyracksTaskContext().getFrameSize());
+            appender = new FrameTupleAppender(treeIndexOpHelper.getTaskContext().getFrameSize());
             appender.reset(writeBuffer, true);
 
-            indexAccessor = btree.createAccessor();
+            indexAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
 
             /** set the search cursor */
             rangePred.setLowKey(null, true);
@@ -129,7 +130,7 @@
             }
 
         } catch (Exception e) {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
             throw new HyracksDataException(e);
         }
     }
@@ -203,7 +204,7 @@
         } catch (Exception e) {
             throw new HyracksDataException(e);
         } finally {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
         }
     }
 
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/TreeIndexBulkReLoadOperatorDescriptor.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/TreeIndexBulkReLoadOperatorDescriptor.java
index 126fcb8..eb5ece6 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/TreeIndexBulkReLoadOperatorDescriptor.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/TreeIndexBulkReLoadOperatorDescriptor.java
@@ -22,12 +22,12 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
 
 public class TreeIndexBulkReLoadOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
 
@@ -35,20 +35,21 @@
 
     private final int[] fieldPermutation;
     private final IStorageManagerInterface storageManager;
-    private final IIndexRegistryProvider<IIndex> treeIndexRegistryProvider;
+    private final IIndexLifecycleManagerProvider lcManagerProvider;
     private final IFileSplitProvider fileSplitProvider;
     private final float fillFactor;
 
     public TreeIndexBulkReLoadOperatorDescriptor(JobSpecification spec, IStorageManagerInterface storageManager,
-            IIndexRegistryProvider<IIndex> treeIndexRegistryProvider, IFileSplitProvider fileSplitProvider,
+            IIndexLifecycleManagerProvider lcManagerProvider, IFileSplitProvider fileSplitProvider,
             ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories, int[] fieldPermutation,
             float fillFactor, IIndexDataflowHelperFactory opHelperFactory) {
-        super(spec, 1, 0, null, storageManager, treeIndexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, opHelperFactory, null, false, NoOpOperationCallbackProvider.INSTANCE);
+        super(spec, 1, 0, null, storageManager, lcManagerProvider, fileSplitProvider, typeTraits, comparatorFactories,
+                fieldPermutation, opHelperFactory, null, false, new TransientLocalResourceFactoryProvider(),
+                NoOpOperationCallbackFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE);
         this.fieldPermutation = fieldPermutation;
 
         this.storageManager = storageManager;
-        this.treeIndexRegistryProvider = treeIndexRegistryProvider;
+        this.lcManagerProvider = lcManagerProvider;
         this.fileSplitProvider = fileSplitProvider;
         this.fillFactor = fillFactor;
     }
@@ -57,6 +58,6 @@
     public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
             IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
         return new TreeIndexBulkReLoadOperatorNodePushable(this, ctx, partition, fieldPermutation, fillFactor,
-                recordDescProvider, storageManager, treeIndexRegistryProvider, fileSplitProvider);
+                recordDescProvider, storageManager, lcManagerProvider, fileSplitProvider);
     }
 }
\ No newline at end of file
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/TreeIndexBulkReLoadOperatorNodePushable.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/TreeIndexBulkReLoadOperatorNodePushable.java
index 883fef4..5e089a5 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/TreeIndexBulkReLoadOperatorNodePushable.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/std/TreeIndexBulkReLoadOperatorNodePushable.java
@@ -20,111 +20,54 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IRecordDescriptorProvider;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoadContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexRegistry;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
 public class TreeIndexBulkReLoadOperatorNodePushable extends AbstractUnaryInputSinkOperatorNodePushable {
-    private final TreeIndexDataflowHelper treeIndexOpHelper;
-    private FrameTupleAccessor accessor;
-    private IIndexBulkLoadContext bulkLoadCtx;
-
-    private IRecordDescriptorProvider recordDescProvider;
-    private PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
-
-    private final IStorageManagerInterface storageManager;
-    private final IIndexRegistryProvider<IIndex> treeIndexRegistryProvider;
-    private final IFileSplitProvider fileSplitProvider;
-    private final int partition;
     private final float fillFactor;
-    private IHyracksTaskContext ctx;
+    private final TreeIndexDataflowHelper treeIndexOpHelper;
+    private final IIndexOperatorDescriptor opDesc;
+    private final IRecordDescriptorProvider recordDescProvider;
+    private final PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
+
     private ITreeIndex index;
+    private FrameTupleAccessor accessor;
+    private IIndexBulkLoader bulkLoader;
 
     public TreeIndexBulkReLoadOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
             int partition, int[] fieldPermutation, float fillFactor, IRecordDescriptorProvider recordDescProvider,
-            IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> treeIndexRegistryProvider,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lcManagerProvider,
             IFileSplitProvider fileSplitProvider) {
+        this.fillFactor = fillFactor;
         treeIndexOpHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(
                 opDesc, ctx, partition);
+        this.opDesc = opDesc;
         this.recordDescProvider = recordDescProvider;
         tuple.setFieldPermutation(fieldPermutation);
-
-        this.storageManager = storageManager;
-        this.treeIndexRegistryProvider = treeIndexRegistryProvider;
-        this.fileSplitProvider = fileSplitProvider;
-        this.partition = partition;
-        this.ctx = ctx;
-        this.fillFactor = fillFactor;
     }
 
     @Override
     public void open() throws HyracksDataException {
-        initDrop();
-        init();
-    }
-
-    private void initDrop() throws HyracksDataException {
-        try {
-            IndexRegistry<IIndex> treeIndexRegistry = treeIndexRegistryProvider.getRegistry(ctx);
-            IBufferCache bufferCache = storageManager.getBufferCache(ctx);
-            IFileMapProvider fileMapProvider = storageManager.getFileMapProvider(ctx);
-
-            FileReference f = fileSplitProvider.getFileSplits()[partition].getLocalFile();
-            int indexFileId = -1;
-            boolean fileIsMapped = false;
-            synchronized (fileMapProvider) {
-                fileIsMapped = fileMapProvider.isMapped(f);
-                if (fileIsMapped)
-                    indexFileId = fileMapProvider.lookupFileId(f);
-            }
-
-            /**
-             * delete the file if it is mapped
-             */
-            if (fileIsMapped) {
-                // Unregister tree instance.
-                synchronized (treeIndexRegistry) {
-                    treeIndexRegistry.unregister(indexFileId);
-                }
-
-                // remove name to id mapping
-                bufferCache.deleteFile(indexFileId, false);
-            }
-        }
-        // TODO: for the time being we don't throw,
-        // with proper exception handling (no hanging job problem) we should
-        // throw
-        catch (Exception e) {
-            throw new HyracksDataException(e);
-        }
-    }
-
-    private void init() throws HyracksDataException {
-        AbstractTreeIndexOperatorDescriptor opDesc = (AbstractTreeIndexOperatorDescriptor) treeIndexOpHelper
-                .getOperatorDescriptor();
         RecordDescriptor recDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
-        accessor = new FrameTupleAccessor(treeIndexOpHelper.getHyracksTaskContext().getFrameSize(), recDesc);
+        accessor = new FrameTupleAccessor(treeIndexOpHelper.getTaskContext().getFrameSize(), recDesc);
+        treeIndexOpHelper.create();
+        treeIndexOpHelper.open();
         try {
-            treeIndexOpHelper.init(true);
-            treeIndexOpHelper.getIndex().open(treeIndexOpHelper.getIndexFileId());
-            index = (ITreeIndex) treeIndexOpHelper.getIndex();
-            index.open(treeIndexOpHelper.getIndexFileId());
-            bulkLoadCtx = index.beginBulkLoad(fillFactor);
+            index = (ITreeIndex) treeIndexOpHelper.getIndexInstance();
+            bulkLoader = index.createBulkLoader(fillFactor, false, 0);
         } catch (Exception e) {
             // cleanup in case of failure
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
             throw new HyracksDataException(e);
         }
     }
@@ -135,16 +78,22 @@
         int tupleCount = accessor.getTupleCount();
         for (int i = 0; i < tupleCount; i++) {
             tuple.reset(accessor, i);
-            index.bulkLoadAddTuple(tuple, bulkLoadCtx);
+            try {
+                bulkLoader.add(tuple);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
         }
     }
 
     @Override
     public void close() throws HyracksDataException {
         try {
-            index.endBulkLoad(bulkLoadCtx);
+            bulkLoader.end();
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
         } finally {
-            treeIndexOpHelper.deinit();
+            treeIndexOpHelper.close();
         }
     }
 
diff --git a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/util/FunctionProxy.java b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/util/FunctionProxy.java
index 82ac18e..99bca1a 100644
--- a/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/util/FunctionProxy.java
+++ b/pregelix/pregelix-dataflow-std/src/main/java/edu/uci/ics/pregelix/dataflow/util/FunctionProxy.java
@@ -37,6 +37,7 @@
     private final IFrameWriter[] writers;
     private TupleDeserializer tupleDe;
     private RecordDescriptor inputRd;
+    private ClassLoader ctxCL;
 
     public FunctionProxy(IHyracksTaskContext ctx, IUpdateFunctionFactory functionFactory,
             IRuntimeHookFactory preHookFactory, IRuntimeHookFactory postHookFactory,
@@ -57,6 +58,7 @@
     public void functionOpen() throws HyracksDataException {
         inputRd = inputRdFactory.createRecordDescriptor();
         tupleDe = new TupleDeserializer(inputRd);
+        ctxCL = Thread.currentThread().getContextClassLoader();
         Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
         for (IFrameWriter writer : writers) {
             writer.open();
@@ -124,5 +126,6 @@
         for (IFrameWriter writer : writers) {
             writer.close();
         }
+        Thread.currentThread().setContextClassLoader(ctxCL);
     }
 }
diff --git a/pregelix/pregelix-dataflow/pom.xml b/pregelix/pregelix-dataflow/pom.xml
index 9454ece..37abe57 100644
--- a/pregelix/pregelix-dataflow/pom.xml
+++ b/pregelix/pregelix-dataflow/pom.xml
@@ -5,10 +5,10 @@
 	<name>pregelix-dataflow</name>
 
 	<parent>
-    		<groupId>edu.uci.ics.hyracks</groupId>
-    		<artifactId>pregelix</artifactId>
-    		<version>0.2.3-SNAPSHOT</version>
-  	</parent>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<artifactId>pregelix</artifactId>
+		<version>0.2.4-SNAPSHOT</version>
+	</parent>
 
 
 	<properties>
@@ -22,8 +22,9 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
 				</configuration>
 			</plugin>
 			<plugin>
@@ -41,8 +42,9 @@
 				</configuration>
 			</plugin>
 			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
 				<artifactId>maven-clean-plugin</artifactId>
-				<version>2.5</version>
+				<version>2.4.1</version>
 				<configuration>
 					<filesets>
 						<fileset>
@@ -72,75 +74,68 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-dataflow-std-base</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-dataflow-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-data-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-core</artifactId>
-			<version>0.20.2</version>
-			<type>jar</type>
-			<scope>compile</scope>
+			<version>0.2.4-SNAPSHOT</version>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-storage-am-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-storage-am-btree</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-control-cc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-control-nc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-ipc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
diff --git a/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/ConnectorPolicyAssignmentPolicy.java b/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/ConnectorPolicyAssignmentPolicy.java
index d29afca..ae47ed8 100644
--- a/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/ConnectorPolicyAssignmentPolicy.java
+++ b/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/ConnectorPolicyAssignmentPolicy.java
@@ -15,25 +15,44 @@
 
 package edu.uci.ics.pregelix.dataflow;
 
+import org.apache.commons.lang3.tuple.Pair;
+
 import edu.uci.ics.hyracks.api.dataflow.IConnectorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
 import edu.uci.ics.hyracks.api.dataflow.connectors.IConnectorPolicy;
 import edu.uci.ics.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
 import edu.uci.ics.hyracks.api.dataflow.connectors.PipeliningConnectorPolicy;
+import edu.uci.ics.hyracks.api.dataflow.connectors.SendSideMaterializedBlockingConnectorPolicy;
 import edu.uci.ics.hyracks.api.dataflow.connectors.SendSideMaterializedPipeliningConnectorPolicy;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
 
 public class ConnectorPolicyAssignmentPolicy implements IConnectorPolicyAssignmentPolicy {
     private static final long serialVersionUID = 1L;
-    private IConnectorPolicy senderSideMaterializePolicy = new SendSideMaterializedPipeliningConnectorPolicy();
+    private IConnectorPolicy senderSideMatPipPolicy = new SendSideMaterializedPipeliningConnectorPolicy();
+    private IConnectorPolicy senderSideMatBlkPolicy = new SendSideMaterializedBlockingConnectorPolicy();
     private IConnectorPolicy pipeliningPolicy = new PipeliningConnectorPolicy();
+    private JobSpecification spec;
+
+    public ConnectorPolicyAssignmentPolicy(JobSpecification spec) {
+        this.spec = spec;
+    }
 
     @Override
     public IConnectorPolicy getConnectorPolicyAssignment(IConnectorDescriptor c, int nProducers, int nConsumers,
             int[] fanouts) {
         if (c instanceof MToNPartitioningMergingConnectorDescriptor) {
-            return senderSideMaterializePolicy;
+            return senderSideMatPipPolicy;
         } else {
-            return pipeliningPolicy;
+            Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>> endPoints = spec
+                    .getConnectorOperatorMap().get(c.getConnectorId());
+            IOperatorDescriptor consumer = endPoints.getRight().getLeft();
+            if (consumer instanceof TreeIndexInsertUpdateDeleteOperatorDescriptor) {
+                return senderSideMatBlkPolicy;
+            } else {
+                return pipeliningPolicy;
+            }
         }
     }
 }
diff --git a/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/HDFSFileWriteOperatorDescriptor.java b/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/HDFSFileWriteOperatorDescriptor.java
index c25e4c6..2402748 100644
--- a/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/HDFSFileWriteOperatorDescriptor.java
+++ b/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/HDFSFileWriteOperatorDescriptor.java
@@ -14,6 +14,8 @@
  */
 package edu.uci.ics.pregelix.dataflow;
 
+import java.io.File;
+import java.io.FileNotFoundException;
 import java.io.IOException;
 import java.nio.ByteBuffer;
 
@@ -23,9 +25,7 @@
 import org.apache.hadoop.fs.Path;
 import org.apache.hadoop.fs.PathFilter;
 import org.apache.hadoop.mapreduce.JobContext;
-import org.apache.hadoop.mapreduce.JobID;
 import org.apache.hadoop.mapreduce.TaskAttemptContext;
-import org.apache.hadoop.mapreduce.TaskAttemptID;
 import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
@@ -37,6 +37,7 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameDeserializer;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import edu.uci.ics.hyracks.hdfs.ContextFactory;
 import edu.uci.ics.pregelix.api.graph.Vertex;
 import edu.uci.ics.pregelix.api.io.VertexOutputFormat;
 import edu.uci.ics.pregelix.api.io.VertexWriter;
@@ -64,21 +65,24 @@
         return new AbstractUnaryInputSinkOperatorNodePushable() {
             private RecordDescriptor rd0;
             private FrameDeserializer frameDeserializer;
-            private Configuration conf = confFactory.createConfiguration();
+            private Configuration conf;
             private VertexWriter vertexWriter;
             private TaskAttemptContext context;
             private String TEMP_DIR = "_temporary";
+            private ClassLoader ctxCL;
+            private ContextFactory ctxFactory = new ContextFactory();
 
             @Override
             public void open() throws HyracksDataException {
                 rd0 = inputRdFactory == null ? recordDescProvider.getInputRecordDescriptor(getActivityId(), 0)
                         : inputRdFactory.createRecordDescriptor();
                 frameDeserializer = new FrameDeserializer(ctx.getFrameSize(), rd0);
+                ctxCL = Thread.currentThread().getContextClassLoader();
                 Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+                conf = confFactory.createConfiguration();
 
                 VertexOutputFormat outputFormat = BspUtils.createVertexOutputFormat(conf);
-                TaskAttemptID tid = new TaskAttemptID("", 0, true, partition, 0);
-                context = new TaskAttemptContext(conf, tid);
+                context = ctxFactory.createContext(conf, partition);
                 try {
                     vertexWriter = outputFormat.createVertexWriter(context);
                 } catch (InterruptedException e) {
@@ -107,7 +111,7 @@
 
             @Override
             public void fail() throws HyracksDataException {
-
+                Thread.currentThread().setContextClassLoader(ctxCL);
             }
 
             @Override
@@ -124,36 +128,63 @@
 
             private void moveFilesToFinalPath() throws HyracksDataException {
                 try {
-                    JobContext job = new JobContext(conf, new JobID("0", 0));
+                    JobContext job = ctxFactory.createJobContext(conf);
                     Path outputPath = FileOutputFormat.getOutputPath(job);
                     FileSystem dfs = FileSystem.get(conf);
                     Path filePath = new Path(outputPath, "part-" + new Integer(partition).toString());
-                    FileStatus[] tempPaths = dfs.listStatus(outputPath, new PathFilter() {
-                        @Override
-                        public boolean accept(Path dir) {
-                            return dir.getName().endsWith(TEMP_DIR);
-                        }
-                    });
-                    Path tempDir = tempPaths[0].getPath();
-                    FileStatus[] results = dfs.listStatus(tempDir, new PathFilter() {
-                        @Override
-                        public boolean accept(Path dir) {
-                            return dir.getName().indexOf(context.getTaskAttemptID().toString()) >= 0;
-                        }
-                    });
-                    Path srcDir = results[0].getPath();
-                    if (!dfs.exists(srcDir))
-                        throw new HyracksDataException("file " + srcDir.toString() + " does not exist!");
-
-                    FileStatus[] srcFiles = dfs.listStatus(srcDir);
-                    Path srcFile = srcFiles[0].getPath();
-                    dfs.delete(filePath, true);
-                    dfs.rename(srcFile, filePath);
+                    FileStatus[] results = findPartitionPaths(outputPath, dfs);
+                    if (results.length >= 1) {
+                        /**
+                         * for Hadoop-0.20.2
+                         */
+                        renameFile(dfs, filePath, results);
+                    } else {
+                        /**
+                         * for Hadoop-0.23.1
+                         */
+                        int jobId = job.getJobID().getId();
+                        outputPath = new Path(outputPath.toString() + File.separator + TEMP_DIR + File.separator
+                                + jobId);
+                        results = findPartitionPaths(outputPath, dfs);
+                        renameFile(dfs, filePath, results);
+                    }
                 } catch (IOException e) {
                     throw new HyracksDataException(e);
+                } finally {
+                    Thread.currentThread().setContextClassLoader(ctxCL);
                 }
             }
 
+            private FileStatus[] findPartitionPaths(Path outputPath, FileSystem dfs) throws FileNotFoundException,
+                    IOException {
+                FileStatus[] tempPaths = dfs.listStatus(outputPath, new PathFilter() {
+                    @Override
+                    public boolean accept(Path dir) {
+                        return dir.getName().endsWith(TEMP_DIR);
+                    }
+                });
+                Path tempDir = tempPaths[0].getPath();
+                FileStatus[] results = dfs.listStatus(tempDir, new PathFilter() {
+                    @Override
+                    public boolean accept(Path dir) {
+                        return dir.getName().indexOf(context.getTaskAttemptID().toString()) >= 0;
+                    }
+                });
+                return results;
+            }
+
+            private void renameFile(FileSystem dfs, Path filePath, FileStatus[] results) throws IOException,
+                    HyracksDataException, FileNotFoundException {
+                Path srcDir = results[0].getPath();
+                if (!dfs.exists(srcDir))
+                    throw new HyracksDataException("file " + srcDir.toString() + " does not exist!");
+
+                FileStatus[] srcFiles = dfs.listStatus(srcDir);
+                Path srcFile = srcFiles[0].getPath();
+                dfs.delete(filePath, true);
+                dfs.rename(srcFile, filePath);
+            }
+
         };
     }
 }
diff --git a/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/VertexFileScanOperatorDescriptor.java b/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/VertexFileScanOperatorDescriptor.java
index f1b98f5..0da7baf 100644
--- a/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/VertexFileScanOperatorDescriptor.java
+++ b/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/VertexFileScanOperatorDescriptor.java
@@ -17,17 +17,15 @@
 import java.io.DataOutput;
 import java.io.IOException;
 import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.List;
-import java.util.logging.Logger;
 
 import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.io.Writable;
 import org.apache.hadoop.io.WritableComparable;
 import org.apache.hadoop.mapreduce.InputSplit;
-import org.apache.hadoop.mapreduce.Mapper;
-import org.apache.hadoop.mapreduce.Mapper.Context;
 import org.apache.hadoop.mapreduce.TaskAttemptContext;
-import org.apache.hadoop.mapreduce.TaskAttemptID;
 import org.apache.hadoop.mapreduce.lib.input.FileSplit;
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
@@ -42,6 +40,8 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import edu.uci.ics.hyracks.hdfs.ContextFactory;
+import edu.uci.ics.hyracks.hdfs2.dataflow.FileSplitsFactory;
 import edu.uci.ics.pregelix.api.graph.Vertex;
 import edu.uci.ics.pregelix.api.io.VertexInputFormat;
 import edu.uci.ics.pregelix.api.io.VertexReader;
@@ -50,38 +50,67 @@
 
 @SuppressWarnings("rawtypes")
 public class VertexFileScanOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
-    private static final Logger LOGGER = Logger.getLogger(VertexFileScanOperatorDescriptor.class.getName());
     private static final long serialVersionUID = 1L;
-    private final List<InputSplit> splits;
+    private final FileSplitsFactory splitsFactory;
     private final IConfigurationFactory confFactory;
     private final int fieldSize = 2;
+    private final String[] scheduledLocations;
+    private final boolean[] executed;
 
     /**
      * @param spec
      */
     public VertexFileScanOperatorDescriptor(JobSpecification spec, RecordDescriptor rd, List<InputSplit> splits,
-            IConfigurationFactory confFactory) throws HyracksException {
+            String[] scheduledLocations, IConfigurationFactory confFactory) throws HyracksException {
         super(spec, 0, 1);
-        this.splits = splits;
+        List<FileSplit> fileSplits = new ArrayList<FileSplit>();
+        for (int i = 0; i < splits.size(); i++) {
+            fileSplits.add((FileSplit) splits.get(i));
+        }
+        this.splitsFactory = new FileSplitsFactory(fileSplits);
         this.confFactory = confFactory;
+        this.scheduledLocations = scheduledLocations;
+        this.executed = new boolean[scheduledLocations.length];
+        Arrays.fill(executed, false);
         this.recordDescriptors[0] = rd;
     }
 
     public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
             IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
             throws HyracksDataException {
+        final List<FileSplit> splits = splitsFactory.getSplits();
+
         return new AbstractUnaryOutputSourceOperatorNodePushable() {
-            private Configuration conf = confFactory.createConfiguration();
+            private ClassLoader ctxCL;
+            private ContextFactory ctxFactory = new ContextFactory();
 
             @Override
             public void initialize() throws HyracksDataException {
+                ctxCL = Thread.currentThread().getContextClassLoader();
                 try {
                     Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+                    Configuration conf = confFactory.createConfiguration();
                     writer.open();
-                    loadVertices(ctx, partition);
+                    for (int i = 0; i < scheduledLocations.length; i++) {
+                        if (scheduledLocations[i].equals(ctx.getJobletContext().getApplicationContext().getNodeId())) {
+                            /**
+                             * pick one from the FileSplit queue
+                             */
+                            synchronized (executed) {
+                                if (!executed[i]) {
+                                    executed[i] = true;
+                                } else {
+                                    continue;
+                                }
+                            }
+                            loadVertices(ctx, conf, i);
+                        }
+                    }
                     writer.close();
                 } catch (Exception e) {
                     throw new HyracksDataException(e);
+                } finally {
+                    Thread.currentThread().setContextClassLoader(ctxCL);
                 }
             }
 
@@ -96,24 +125,19 @@
              * @throws InterruptedException
              */
             @SuppressWarnings("unchecked")
-            private void loadVertices(final IHyracksTaskContext ctx, int partitionId) throws IOException,
-                    ClassNotFoundException, InterruptedException, InstantiationException, IllegalAccessException {
+            private void loadVertices(final IHyracksTaskContext ctx, Configuration conf, int splitId)
+                    throws IOException, ClassNotFoundException, InterruptedException, InstantiationException,
+                    IllegalAccessException {
                 ByteBuffer frame = ctx.allocateFrame();
                 FrameTupleAppender appender = new FrameTupleAppender(ctx.getFrameSize());
                 appender.reset(frame, true);
 
                 VertexInputFormat vertexInputFormat = BspUtils.createVertexInputFormat(conf);
-                TaskAttemptContext context = new TaskAttemptContext(conf, new TaskAttemptID());
-                InputSplit split = splits.get(partition);
+                InputSplit split = splits.get(splitId);
+                TaskAttemptContext mapperContext = ctxFactory.createContext(conf, splitId);
 
-                if (split instanceof FileSplit) {
-                    FileSplit fileSplit = (FileSplit) split;
-                    LOGGER.info("read file split: " + fileSplit.getPath() + " location:" + fileSplit.getLocations()[0]
-                            + " start:" + fileSplit.getStart() + " length:" + split.getLength() + " partition:"
-                            + partition);
-                }
-                VertexReader vertexReader = vertexInputFormat.createVertexReader(split, context);
-                vertexReader.initialize(split, context);
+                VertexReader vertexReader = vertexInputFormat.createVertexReader(split, mapperContext);
+                vertexReader.initialize(split, mapperContext);
                 Vertex readerVertex = (Vertex) BspUtils.createVertex(conf);
                 ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldSize);
                 DataOutput dos = tb.getDataOutput();
@@ -121,8 +145,6 @@
                 /**
                  * set context
                  */
-                Context mapperContext = new Mapper().new Context(conf, new TaskAttemptID(), null, null, null, null,
-                        splits.get(partition));
                 Vertex.setContext(mapperContext);
 
                 /**
@@ -166,5 +188,4 @@
             }
         };
     }
-
 }
\ No newline at end of file
diff --git a/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/context/RuntimeContext.java b/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/context/RuntimeContext.java
index 567e220..8d6ab38 100644
--- a/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/context/RuntimeContext.java
+++ b/pregelix/pregelix-dataflow/src/main/java/edu/uci/ics/pregelix/dataflow/context/RuntimeContext.java
@@ -28,8 +28,8 @@
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.api.io.IWorkspaceFileFactory;
 import edu.uci.ics.hyracks.control.nc.io.IOManager;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexRegistry;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexLifecycleManager;
 import edu.uci.ics.hyracks.storage.common.buffercache.BufferCache;
 import edu.uci.ics.hyracks.storage.common.buffercache.ClockPageReplacementStrategy;
 import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
@@ -38,20 +38,25 @@
 import edu.uci.ics.hyracks.storage.common.buffercache.IPageReplacementStrategy;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapManager;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-import edu.uci.ics.hyracks.storage.common.smi.TransientFileMapManager;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepository;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactory;
+import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
+import edu.uci.ics.hyracks.storage.common.file.TransientLocalResourceRepository;
 import edu.uci.ics.pregelix.api.graph.Vertex;
 
 public class RuntimeContext implements IWorkspaceFileFactory {
     private static final Logger LOGGER = Logger.getLogger(RuntimeContext.class.getName());
 
-    private IndexRegistry<IIndex> treeIndexRegistry;
-    private IBufferCache bufferCache;
-    private IFileMapManager fileMapManager;
-    private Map<StateKey, IStateObject> appStateMap = new ConcurrentHashMap<StateKey, IStateObject>();
-    private Map<String, Long> giraphJobIdToSuperStep = new ConcurrentHashMap<String, Long>();
-    private Map<String, Boolean> giraphJobIdToMove = new ConcurrentHashMap<String, Boolean>();
-    private IOManager ioManager;
-    private Map<Long, List<FileReference>> iterationToFiles = new ConcurrentHashMap<Long, List<FileReference>>();
+    private final IIndexLifecycleManager lcManager;
+    private final ILocalResourceRepository localResourceRepository;
+    private final ResourceIdFactory resourceIdFactory;
+    private final IBufferCache bufferCache;
+    private final IFileMapManager fileMapManager;
+    private final Map<StateKey, IStateObject> appStateMap = new ConcurrentHashMap<StateKey, IStateObject>();
+    private final Map<String, Long> giraphJobIdToSuperStep = new ConcurrentHashMap<String, Long>();
+    private final Map<String, Boolean> giraphJobIdToMove = new ConcurrentHashMap<String, Boolean>();
+    private final IOManager ioManager;
+    private final Map<Long, List<FileReference>> iterationToFiles = new ConcurrentHashMap<Long, List<FileReference>>();
 
     public RuntimeContext(INCApplicationContext appCtx) {
         fileMapManager = new TransientFileMapManager();
@@ -64,8 +69,10 @@
         /** let the buffer cache never flush dirty pages */
         bufferCache = new BufferCache(appCtx.getRootContext().getIOManager(), allocator, prs,
                 new PreDelayPageCleanerPolicy(Long.MAX_VALUE), fileMapManager, pageSize, numPages, 1000000);
-        treeIndexRegistry = new IndexRegistry<IIndex>();
         ioManager = (IOManager) appCtx.getRootContext().getIOManager();
+        lcManager = new IndexLifecycleManager();
+        localResourceRepository = new TransientLocalResourceRepository();
+        resourceIdFactory = new ResourceIdFactory(0);
     }
 
     public void close() {
@@ -80,6 +87,18 @@
         System.gc();
     }
 
+    public ILocalResourceRepository getLocalResourceRepository() {
+        return localResourceRepository;
+    }
+
+    public ResourceIdFactory getResourceIdFactory() {
+        return resourceIdFactory;
+    }
+
+    public IIndexLifecycleManager getIndexLifecycleManager() {
+        return lcManager;
+    }
+
     public IBufferCache getBufferCache() {
         return bufferCache;
     }
@@ -88,10 +107,6 @@
         return fileMapManager;
     }
 
-    public IndexRegistry<IIndex> getTreeIndexRegistry() {
-        return treeIndexRegistry;
-    }
-
     public Map<StateKey, IStateObject> getAppStateStore() {
         return appStateMap;
     }
diff --git a/pregelix/pregelix-dist/pom.xml b/pregelix/pregelix-dist/pom.xml
index aa3d541..e9aef12 100644
--- a/pregelix/pregelix-dist/pom.xml
+++ b/pregelix/pregelix-dist/pom.xml
@@ -4,7 +4,7 @@
 	<parent>
 		<groupId>edu.uci.ics.hyracks</groupId>
 		<artifactId>pregelix</artifactId>
-		<version>0.2.3-SNAPSHOT</version>
+		<version>0.2.4-SNAPSHOT</version>
 	</parent>
 	<artifactId>pregelix-dist</artifactId>
 	<name>pregelix-dist</name>
@@ -19,8 +19,8 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
 				</configuration>
 			</plugin>
 			<plugin>
@@ -69,13 +69,13 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-core</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-example</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 		</dependency>
 	</dependencies>
 </project>
diff --git a/pregelix/pregelix-example/pom.xml b/pregelix/pregelix-example/pom.xml
index ce8f985..20c45ec 100644
--- a/pregelix/pregelix-example/pom.xml
+++ b/pregelix/pregelix-example/pom.xml
@@ -7,7 +7,7 @@
 	<parent>
 		<groupId>edu.uci.ics.hyracks</groupId>
 		<artifactId>pregelix</artifactId>
-		<version>0.2.3-SNAPSHOT</version>
+		<version>0.2.4-SNAPSHOT</version>
 	</parent>
 
 	<build>
@@ -17,12 +17,14 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
 				</configuration>
 			</plugin>
 			<plugin>
 				<artifactId>maven-assembly-plugin</artifactId>
+                <version>2.2-beta-5</version>
 				<configuration>
 					<descriptorRefs>
 						<descriptorRef>jar-with-dependencies</descriptorRef>
@@ -41,7 +43,7 @@
 			<plugin>
 				<groupId>org.codehaus.mojo</groupId>
 				<artifactId>appassembler-maven-plugin</artifactId>
-				<version>1.3</version>
+                <version>1.3</version>
 				<executions>
 					<execution>
 						<configuration>
@@ -76,8 +78,9 @@
 				</configuration>
 			</plugin>
 			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
 				<artifactId>maven-clean-plugin</artifactId>
-				<version>2.5</version>
+				<version>2.4.1</version>
 				<configuration>
 					<filesets>
 						<fileset>
@@ -102,7 +105,7 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-core</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
diff --git a/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/GraphMutationVertex.java b/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/GraphMutationVertex.java
new file mode 100644
index 0000000..e54373f
--- /dev/null
+++ b/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/GraphMutationVertex.java
@@ -0,0 +1,111 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.pregelix.example;
+
+import java.io.IOException;
+import java.util.Iterator;
+
+import org.apache.hadoop.io.DoubleWritable;
+import org.apache.hadoop.io.FloatWritable;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.mapreduce.RecordWriter;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+
+import edu.uci.ics.pregelix.api.graph.Vertex;
+import edu.uci.ics.pregelix.api.io.VertexWriter;
+import edu.uci.ics.pregelix.api.io.text.TextVertexOutputFormat;
+import edu.uci.ics.pregelix.api.io.text.TextVertexOutputFormat.TextVertexWriter;
+import edu.uci.ics.pregelix.api.job.PregelixJob;
+import edu.uci.ics.pregelix.example.client.Client;
+import edu.uci.ics.pregelix.example.inputformat.TextPageRankInputFormat;
+import edu.uci.ics.pregelix.example.io.VLongWritable;
+
+/**
+ * Demonstrates the basic graph vertex insert/delete implementation.
+ */
+public class GraphMutationVertex extends Vertex<VLongWritable, DoubleWritable, FloatWritable, DoubleWritable> {
+
+    private VLongWritable vid = new VLongWritable();
+    private GraphMutationVertex newVertex = null;
+
+    @Override
+    public void compute(Iterator<DoubleWritable> msgIterator) {
+        if (Vertex.getSuperstep() == 1) {
+            if (newVertex == null) {
+                newVertex = new GraphMutationVertex();
+            }
+            if (getVertexId().get() % 2 == 0 || getVertexId().get() % 3 == 0) {
+                deleteVertex(getVertexId());
+            } else {
+                vid.set(100 * getVertexId().get());
+                newVertex.setVertexId(vid);
+                newVertex.setVertexValue(getVertexValue());
+                addVertex(vid, newVertex);
+            }
+            voteToHalt();
+        } else {
+            if (getVertexId().get() % 190 == 0) {
+                deleteVertex(getVertexId());
+            }
+            voteToHalt();
+        }
+    }
+
+    /**
+     * Simple VertexWriter that supports {@link SimplePageRankVertex}
+     */
+    public static class SimpleGraphMutationVertexWriter extends
+            TextVertexWriter<VLongWritable, DoubleWritable, FloatWritable> {
+        public SimpleGraphMutationVertexWriter(RecordWriter<Text, Text> lineRecordWriter) {
+            super(lineRecordWriter);
+        }
+
+        @Override
+        public void writeVertex(Vertex<VLongWritable, DoubleWritable, FloatWritable, ?> vertex) throws IOException,
+                InterruptedException {
+            getRecordWriter().write(new Text(vertex.getVertexId().toString()),
+                    new Text(vertex.getVertexValue().toString()));
+        }
+    }
+
+    @Override
+    public String toString() {
+        return getVertexId() + " " + getVertexValue();
+    }
+
+    /**
+     * Simple VertexOutputFormat that supports {@link SimplePageRankVertex}
+     */
+    public static class SimpleGraphMutationVertexOutputFormat extends
+            TextVertexOutputFormat<VLongWritable, DoubleWritable, FloatWritable> {
+
+        @Override
+        public VertexWriter<VLongWritable, DoubleWritable, FloatWritable> createVertexWriter(TaskAttemptContext context)
+                throws IOException, InterruptedException {
+            RecordWriter<Text, Text> recordWriter = textOutputFormat.getRecordWriter(context);
+            return new SimpleGraphMutationVertexWriter(recordWriter);
+        }
+    }
+
+    public static void main(String[] args) throws Exception {
+        PregelixJob job = new PregelixJob(GraphMutationVertex.class.getSimpleName());
+        job.setVertexClass(GraphMutationVertex.class);
+        job.setVertexInputFormatClass(TextPageRankInputFormat.class);
+        job.setVertexOutputFormatClass(SimpleGraphMutationVertexOutputFormat.class);
+        Client.run(args, job);
+    }
+
+}
diff --git a/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/PageRankVertex.java b/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/PageRankVertex.java
index 02e1625..b6d4da7 100644
--- a/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/PageRankVertex.java
+++ b/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/PageRankVertex.java
@@ -54,6 +54,7 @@
     public static final String ITERATIONS = "HyracksPageRankVertex.iteration";
     private DoubleWritable outputValue = new DoubleWritable();
     private DoubleWritable tmpVertexValue = new DoubleWritable();
+    private int maxIteration = -1;
 
     /**
      * Test whether combiner is called by summing up the messages.
@@ -97,7 +98,9 @@
 
     @Override
     public void compute(Iterator<DoubleWritable> msgIterator) {
-        int maxIteration = getContext().getConfiguration().getInt(ITERATIONS, 10);
+        if (maxIteration < 0) {
+            maxIteration = getContext().getConfiguration().getInt(ITERATIONS, 10);
+        }
         if (getSuperstep() == 1) {
             tmpVertexValue.set(1.0 / getNumVertices());
             setVertexValue(tmpVertexValue);
diff --git a/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/ReachabilityVertex.java b/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/ReachabilityVertex.java
index daafc82..0895386 100644
--- a/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/ReachabilityVertex.java
+++ b/pregelix/pregelix-example/src/main/java/edu/uci/ics/pregelix/example/ReachabilityVertex.java
@@ -85,6 +85,7 @@
     }
 
     private ByteWritable tmpVertexValue = new ByteWritable();
+    private long sourceId = -1;
 
     /** The source vertex id */
     public static final String SOURCE_ID = "ReachibilityVertex.sourceId";
@@ -101,7 +102,7 @@
      * @return True if the source id
      */
     private boolean isSource(VLongWritable v) {
-        return (v.get() == getContext().getConfiguration().getLong(SOURCE_ID, SOURCE_ID_DEFAULT));
+        return (v.get() == sourceId);
     }
 
     /**
@@ -115,6 +116,9 @@
 
     @Override
     public void compute(Iterator<ByteWritable> msgIterator) {
+        if (sourceId < 0) {
+            sourceId = getContext().getConfiguration().getLong(SOURCE_ID, SOURCE_ID_DEFAULT);
+        }
         if (getSuperstep() == 1) {
             boolean isSource = isSource(getVertexId());
             if (isSource) {
@@ -160,7 +164,7 @@
         }
         voteToHalt();
     }
-    
+
     @Override
     public String toString() {
         return getVertexId() + " " + getVertexValue();
diff --git a/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/dataload/DataLoadTest.java b/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/dataload/DataLoadTest.java
index 37f03a5..da6d564 100644
--- a/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/dataload/DataLoadTest.java
+++ b/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/dataload/DataLoadTest.java
@@ -77,7 +77,6 @@
         ClusterConfig.setClusterPropertiesPath(PATH_TO_CLUSTER_PROPERTIES);
         cleanupStores();
         PregelixHyracksIntegrationUtil.init();
-        PregelixHyracksIntegrationUtil.createApp(HYRACKS_APP_NAME);
         LOGGER.info("Hyracks mini-cluster started");
         startHDFS();
         FileUtils.forceMkdir(new File(EXPECT_RESULT_DIR));
@@ -112,7 +111,6 @@
     }
 
     public void tearDown() throws Exception {
-        PregelixHyracksIntegrationUtil.destroyApp(HYRACKS_APP_NAME);
         PregelixHyracksIntegrationUtil.deinit();
         LOGGER.info("Hyracks mini-cluster shut down");
         cleanupHDFS();
diff --git a/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobgen/JobGenerator.java b/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobgen/JobGenerator.java
index c353d84..ca5a1c4 100644
--- a/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobgen/JobGenerator.java
+++ b/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobgen/JobGenerator.java
@@ -25,6 +25,8 @@
 import edu.uci.ics.pregelix.api.job.PregelixJob;
 import edu.uci.ics.pregelix.example.ConnectedComponentsVertex;
 import edu.uci.ics.pregelix.example.ConnectedComponentsVertex.SimpleConnectedComponentsVertexOutputFormat;
+import edu.uci.ics.pregelix.example.GraphMutationVertex;
+import edu.uci.ics.pregelix.example.GraphMutationVertex.SimpleGraphMutationVertexOutputFormat;
 import edu.uci.ics.pregelix.example.PageRankVertex;
 import edu.uci.ics.pregelix.example.PageRankVertex.SimplePageRankVertexOutputFormat;
 import edu.uci.ics.pregelix.example.PageRankVertex.SimulatedPageRankVertexInputFormat;
@@ -217,6 +219,17 @@
         job.getConfiguration().writeXml(new FileOutputStream(new File(outputPath)));
     }
 
+    private static void generateGraphMutationJob(String jobName, String outputPath) throws IOException {
+        PregelixJob job = new PregelixJob(jobName);
+        job.setVertexClass(GraphMutationVertex.class);
+        job.setVertexInputFormatClass(TextPageRankInputFormat.class);
+        job.setVertexOutputFormatClass(SimpleGraphMutationVertexOutputFormat.class);
+        FileInputFormat.setInputPaths(job, HDFS_INPUTPATH);
+        FileOutputFormat.setOutputPath(job, new Path(HDFS_OUTPUTPAH));
+        job.getConfiguration().setLong(PregelixJob.NUM_VERTICE, 20);
+        job.getConfiguration().writeXml(new FileOutputStream(new File(outputPath)));
+    }
+
     private static void genPageRank() throws IOException {
         generatePageRankJob("PageRank", outputBase + "PageRank.xml");
         generatePageRankJobReal("PageRank", outputBase + "PageRankReal.xml");
@@ -250,6 +263,10 @@
         generateMaximalCliqueJob("Maximal Clique", outputBase + "MaximalClique.xml");
     }
 
+    private static void genGraphMutation() throws IOException {
+        generateGraphMutationJob("Graph Mutation", outputBase + "GraphMutation.xml");
+    }
+
     public static void main(String[] args) throws IOException {
         genPageRank();
         genShortestPath();
@@ -257,5 +274,6 @@
         genReachibility();
         genTriangleCounting();
         genMaximalClique();
+        genGraphMutation();
     }
 }
diff --git a/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobrun/RunJobTestCase.java b/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobrun/RunJobTestCase.java
index 7a5bba6..5a556fa 100644
--- a/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobrun/RunJobTestCase.java
+++ b/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobrun/RunJobTestCase.java
@@ -38,7 +38,7 @@
 
 public class RunJobTestCase extends TestCase {
     private static final String NC1 = "nc1";
-    private static final String HYRACKS_APP_NAME = "giraph";
+    private static final String HYRACKS_APP_NAME = "pregelix";
     private static String HDFS_INPUTPATH = "/webmap";
     private static String HDFS_OUTPUTPAH = "/result";
 
diff --git a/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobrun/RunJobTestSuite.java b/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobrun/RunJobTestSuite.java
index b5abd94..4bf83e6 100644
--- a/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobrun/RunJobTestSuite.java
+++ b/pregelix/pregelix-example/src/test/java/edu/uci/ics/pregelix/example/jobrun/RunJobTestSuite.java
@@ -62,7 +62,7 @@
     private static final String DATA_PATH3 = "data/clique/clique.txt";
     private static final String HDFS_PATH3 = "/clique/";
 
-    private static final String HYRACKS_APP_NAME = "giraph";
+    private static final String HYRACKS_APP_NAME = "pregelix";
     private static final String HADOOP_CONF_PATH = ACTUAL_RESULT_DIR + File.separator + "conf.xml";
     private MiniDFSCluster dfsCluster;
 
@@ -74,7 +74,6 @@
         ClusterConfig.setClusterPropertiesPath(PATH_TO_CLUSTER_PROPERTIES);
         cleanupStores();
         PregelixHyracksIntegrationUtil.init();
-        PregelixHyracksIntegrationUtil.createApp(HYRACKS_APP_NAME);
         LOGGER.info("Hyracks mini-cluster started");
         FileUtils.forceMkdir(new File(ACTUAL_RESULT_DIR));
         FileUtils.cleanDirectory(new File(ACTUAL_RESULT_DIR));
@@ -126,7 +125,6 @@
     }
 
     public void tearDown() throws Exception {
-        PregelixHyracksIntegrationUtil.destroyApp(HYRACKS_APP_NAME);
         PregelixHyracksIntegrationUtil.deinit();
         LOGGER.info("Hyracks mini-cluster shut down");
         cleanupHDFS();
diff --git a/pregelix/pregelix-example/src/test/resources/expected/GraphMutation.result b/pregelix/pregelix-example/src/test/resources/expected/GraphMutation.result
new file mode 100644
index 0000000..a30166c
--- /dev/null
+++ b/pregelix/pregelix-example/src/test/resources/expected/GraphMutation.result
@@ -0,0 +1,13 @@
+1 0.0
+5 0.0
+7 0.0
+11 0.0
+13 0.0
+17 0.0
+19 0.0
+100 0.0
+500 0.0
+700 0.0
+1100 0.0
+1300 0.0
+1700 0.0
diff --git a/pregelix/pregelix-example/src/test/resources/hadoop/conf/log4j.properties b/pregelix/pregelix-example/src/test/resources/hadoop/conf/log4j.properties
index d5e6004..3335964 100755
--- a/pregelix/pregelix-example/src/test/resources/hadoop/conf/log4j.properties
+++ b/pregelix/pregelix-example/src/test/resources/hadoop/conf/log4j.properties
@@ -76,7 +76,7 @@
 # FSNamesystem Audit logging
 # All audit events are logged at INFO level
 #
-log4j.logger.org.apache.hadoop.fs.FSNamesystem.audit=WARN
+log4j.logger.org.apache.hadoop=FATAL
 
 # Custom Logging levels
 
diff --git a/pregelix/pregelix-example/src/test/resources/hadoop/conf/mapred-site.xml b/pregelix/pregelix-example/src/test/resources/hadoop/conf/mapred-site.xml
index 1b9a4d6..71450f1 100644
--- a/pregelix/pregelix-example/src/test/resources/hadoop/conf/mapred-site.xml
+++ b/pregelix/pregelix-example/src/test/resources/hadoop/conf/mapred-site.xml
@@ -18,8 +18,8 @@
       <value>20</value>
    </property>
    <property>
-      <name>mapred.min.split.size</name>
-      <value>65536</value>
+      <name>mapred.max.split.size</name>
+      <value>128</value>
    </property>
 
 </configuration>
diff --git a/pregelix/pregelix-example/src/test/resources/jobs/GraphMutation.xml b/pregelix/pregelix-example/src/test/resources/jobs/GraphMutation.xml
new file mode 100644
index 0000000..9f51f6d
--- /dev/null
+++ b/pregelix/pregelix-example/src/test/resources/jobs/GraphMutation.xml
@@ -0,0 +1,141 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?><configuration>
+<property><name>mapred.tasktracker.dns.nameserver</name><value>default</value></property>
+<property><name>mapred.queue.default.acl-administer-jobs</name><value>*</value></property>
+<property><name>mapred.skip.map.auto.incr.proc.count</name><value>true</value></property>
+<property><name>mapred.jobtracker.instrumentation</name><value>org.apache.hadoop.mapred.JobTrackerMetricsInst</value></property>
+<property><name>mapred.skip.reduce.auto.incr.proc.count</name><value>true</value></property>
+<property><name>fs.hsftp.impl</name><value>org.apache.hadoop.hdfs.HsftpFileSystem</value></property>
+<property><name>mapred.input.dir</name><value>file:/webmap</value></property>
+<property><name>mapred.submit.replication</name><value>10</value></property>
+<property><name>ipc.server.tcpnodelay</name><value>false</value></property>
+<property><name>fs.checkpoint.dir</name><value>${hadoop.tmp.dir}/dfs/namesecondary</value></property>
+<property><name>mapred.output.compression.type</name><value>RECORD</value></property>
+<property><name>mapred.job.shuffle.merge.percent</name><value>0.66</value></property>
+<property><name>mapred.child.java.opts</name><value>-Xmx200m</value></property>
+<property><name>mapred.queue.default.acl-submit-job</name><value>*</value></property>
+<property><name>keep.failed.task.files</name><value>false</value></property>
+<property><name>mapred.jobtracker.job.history.block.size</name><value>3145728</value></property>
+<property><name>io.bytes.per.checksum</name><value>512</value></property>
+<property><name>mapred.task.tracker.report.address</name><value>127.0.0.1:0</value></property>
+<property><name>hadoop.util.hash.type</name><value>murmur</value></property>
+<property><name>fs.hdfs.impl</name><value>org.apache.hadoop.hdfs.DistributedFileSystem</value></property>
+<property><name>fs.ramfs.impl</name><value>org.apache.hadoop.fs.InMemoryFileSystem</value></property>
+<property><name>mapred.jobtracker.restart.recover</name><value>false</value></property>
+<property><name>fs.hftp.impl</name><value>org.apache.hadoop.hdfs.HftpFileSystem</value></property>
+<property><name>fs.checkpoint.period</name><value>3600</value></property>
+<property><name>mapred.child.tmp</name><value>./tmp</value></property>
+<property><name>mapred.local.dir.minspacekill</name><value>0</value></property>
+<property><name>map.sort.class</name><value>org.apache.hadoop.util.QuickSort</value></property>
+<property><name>hadoop.logfile.count</name><value>10</value></property>
+<property><name>ipc.client.connection.maxidletime</name><value>10000</value></property>
+<property><name>mapred.output.dir</name><value>/result</value></property>
+<property><name>io.map.index.skip</name><value>0</value></property>
+<property><name>mapred.tasktracker.expiry.interval</name><value>600000</value></property>
+<property><name>mapred.output.compress</name><value>false</value></property>
+<property><name>io.seqfile.lazydecompress</name><value>true</value></property>
+<property><name>mapred.reduce.parallel.copies</name><value>5</value></property>
+<property><name>fs.checkpoint.size</name><value>67108864</value></property>
+<property><name>mapred.job.reduce.input.buffer.percent</name><value>0.0</value></property>
+<property><name>mapred.job.name</name><value>Graph Mutation</value></property>
+<property><name>local.cache.size</name><value>10737418240</value></property>
+<property><name>fs.s3n.impl</name><value>org.apache.hadoop.fs.s3native.NativeS3FileSystem</value></property>
+<property><name>mapred.userlog.limit.kb</name><value>0</value></property>
+<property><name>fs.file.impl</name><value>org.apache.hadoop.fs.LocalFileSystem</value></property>
+<property><name>mapred.task.tracker.http.address</name><value>0.0.0.0:50060</value></property>
+<property><name>mapred.task.timeout</name><value>600000</value></property>
+<property><name>fs.kfs.impl</name><value>org.apache.hadoop.fs.kfs.KosmosFileSystem</value></property>
+<property><name>mapred.max.tracker.blacklists</name><value>4</value></property>
+<property><name>fs.s3.buffer.dir</name><value>${hadoop.tmp.dir}/s3</value></property>
+<property><name>mapred.job.tracker.persist.jobstatus.dir</name><value>/jobtracker/jobsInfo</value></property>
+<property><name>ipc.client.kill.max</name><value>10</value></property>
+<property><name>mapred.tasktracker.instrumentation</name><value>org.apache.hadoop.mapred.TaskTrackerMetricsInst</value></property>
+<property><name>mapred.reduce.tasks.speculative.execution</name><value>true</value></property>
+<property><name>io.sort.record.percent</name><value>0.05</value></property>
+<property><name>hadoop.security.authorization</name><value>false</value></property>
+<property><name>mapred.max.tracker.failures</name><value>4</value></property>
+<property><name>mapred.jobtracker.taskScheduler</name><value>org.apache.hadoop.mapred.JobQueueTaskScheduler</value></property>
+<property><name>pregelix.numVertices</name><value>20</value></property>
+<property><name>mapred.tasktracker.dns.interface</name><value>default</value></property>
+<property><name>mapred.map.tasks</name><value>2</value></property>
+<property><name>mapred.job.tracker.persist.jobstatus.hours</name><value>0</value></property>
+<property><name>fs.s3.sleepTimeSeconds</name><value>10</value></property>
+<property><name>fs.default.name</name><value>file:///</value></property>
+<property><name>tasktracker.http.threads</name><value>40</value></property>
+<property><name>mapred.tasktracker.taskmemorymanager.monitoring-interval</name><value>5000</value></property>
+<property><name>hadoop.rpc.socket.factory.class.default</name><value>org.apache.hadoop.net.StandardSocketFactory</value></property>
+<property><name>mapred.reduce.tasks</name><value>1</value></property>
+<property><name>topology.node.switch.mapping.impl</name><value>org.apache.hadoop.net.ScriptBasedMapping</value></property>
+<property><name>pregelix.vertexClass</name><value>edu.uci.ics.pregelix.example.GraphMutationVertex</value></property>
+<property><name>mapred.skip.reduce.max.skip.groups</name><value>0</value></property>
+<property><name>io.file.buffer.size</name><value>4096</value></property>
+<property><name>mapred.jobtracker.maxtasks.per.job</name><value>-1</value></property>
+<property><name>mapred.tasktracker.indexcache.mb</name><value>10</value></property>
+<property><name>mapred.tasktracker.map.tasks.maximum</name><value>2</value></property>
+<property><name>fs.har.impl.disable.cache</name><value>true</value></property>
+<property><name>mapred.task.profile.maps</name><value>0-2</value></property>
+<property><name>hadoop.native.lib</name><value>true</value></property>
+<property><name>fs.s3.block.size</name><value>67108864</value></property>
+<property><name>mapred.job.reuse.jvm.num.tasks</name><value>1</value></property>
+<property><name>mapred.job.tracker.http.address</name><value>0.0.0.0:50030</value></property>
+<property><name>mapred.tasktracker.reduce.tasks.maximum</name><value>2</value></property>
+<property><name>io.compression.codecs</name><value>org.apache.hadoop.io.compress.DefaultCodec,org.apache.hadoop.io.compress.GzipCodec,org.apache.hadoop.io.compress.BZip2Codec</value></property>
+<property><name>mapred.job.shuffle.input.buffer.percent</name><value>0.70</value></property>
+<property><name>io.seqfile.compress.blocksize</name><value>1000000</value></property>
+<property><name>mapred.queue.names</name><value>default</value></property>
+<property><name>fs.har.impl</name><value>org.apache.hadoop.fs.HarFileSystem</value></property>
+<property><name>io.mapfile.bloom.error.rate</name><value>0.005</value></property>
+<property><name>mapred.job.tracker</name><value>local</value></property>
+<property><name>io.skip.checksum.errors</name><value>false</value></property>
+<property><name>mapred.reduce.max.attempts</name><value>4</value></property>
+<property><name>fs.s3.maxRetries</name><value>4</value></property>
+<property><name>ipc.server.listen.queue.size</name><value>128</value></property>
+<property><name>fs.trash.interval</name><value>0</value></property>
+<property><name>mapred.local.dir.minspacestart</name><value>0</value></property>
+<property><name>fs.s3.impl</name><value>org.apache.hadoop.fs.s3.S3FileSystem</value></property>
+<property><name>io.seqfile.sorter.recordlimit</name><value>1000000</value></property>
+<property><name>io.mapfile.bloom.size</name><value>1048576</value></property>
+<property><name>io.sort.mb</name><value>100</value></property>
+<property><name>mapred.local.dir</name><value>${hadoop.tmp.dir}/mapred/local</value></property>
+<property><name>io.sort.factor</name><value>10</value></property>
+<property><name>mapred.task.profile</name><value>false</value></property>
+<property><name>job.end.retry.interval</name><value>30000</value></property>
+<property><name>mapred.tasktracker.procfsbasedprocesstree.sleeptime-before-sigkill</name><value>5000</value></property>
+<property><name>mapred.jobtracker.completeuserjobs.maximum</name><value>100</value></property>
+<property><name>mapred.task.profile.reduces</name><value>0-2</value></property>
+<property><name>webinterface.private.actions</name><value>false</value></property>
+<property><name>hadoop.tmp.dir</name><value>/tmp/hadoop-${user.name}</value></property>
+<property><name>mapred.output.compression.codec</name><value>org.apache.hadoop.io.compress.DefaultCodec</value></property>
+<property><name>mapred.skip.attempts.to.start.skipping</name><value>2</value></property>
+<property><name>mapred.temp.dir</name><value>${hadoop.tmp.dir}/mapred/temp</value></property>
+<property><name>mapred.merge.recordsBeforeProgress</name><value>10000</value></property>
+<property><name>mapred.map.output.compression.codec</name><value>org.apache.hadoop.io.compress.DefaultCodec</value></property>
+<property><name>mapred.compress.map.output</name><value>false</value></property>
+<property><name>io.sort.spill.percent</name><value>0.80</value></property>
+<property><name>fs.checkpoint.edits.dir</name><value>${fs.checkpoint.dir}</value></property>
+<property><name>mapred.userlog.retain.hours</name><value>24</value></property>
+<property><name>mapred.system.dir</name><value>${hadoop.tmp.dir}/mapred/system</value></property>
+<property><name>mapred.line.input.format.linespermap</name><value>1</value></property>
+<property><name>job.end.retry.attempts</name><value>0</value></property>
+<property><name>ipc.client.idlethreshold</name><value>4000</value></property>
+<property><name>pregelix.vertexOutputFormatClass</name><value>edu.uci.ics.pregelix.example.GraphMutationVertex$SimpleGraphMutationVertexOutputFormat</value></property>
+<property><name>mapred.reduce.copy.backoff</name><value>300</value></property>
+<property><name>mapred.map.tasks.speculative.execution</name><value>true</value></property>
+<property><name>mapred.inmem.merge.threshold</name><value>1000</value></property>
+<property><name>hadoop.logfile.size</name><value>10000000</value></property>
+<property><name>pregelix.vertexInputFormatClass</name><value>edu.uci.ics.pregelix.example.inputformat.TextPageRankInputFormat</value></property>
+<property><name>mapred.job.queue.name</name><value>default</value></property>
+<property><name>mapred.job.tracker.persist.jobstatus.active</name><value>false</value></property>
+<property><name>mapred.reduce.slowstart.completed.maps</name><value>0.05</value></property>
+<property><name>topology.script.number.args</name><value>100</value></property>
+<property><name>mapred.skip.map.max.skip.records</name><value>0</value></property>
+<property><name>fs.ftp.impl</name><value>org.apache.hadoop.fs.ftp.FTPFileSystem</value></property>
+<property><name>mapred.task.cache.levels</name><value>2</value></property>
+<property><name>mapred.job.tracker.handler.count</name><value>10</value></property>
+<property><name>io.serializations</name><value>org.apache.hadoop.io.serializer.WritableSerialization</value></property>
+<property><name>ipc.client.connect.max.retries</name><value>10</value></property>
+<property><name>mapred.min.split.size</name><value>0</value></property>
+<property><name>mapred.map.max.attempts</name><value>4</value></property>
+<property><name>jobclient.output.filter</name><value>FAILED</value></property>
+<property><name>ipc.client.tcpnodelay</name><value>false</value></property>
+<property><name>mapred.acls.enabled</name><value>false</value></property>
+</configuration>
\ No newline at end of file
diff --git a/pregelix/pregelix-example/src/test/resources/jobs/TriangleCounting.xml b/pregelix/pregelix-example/src/test/resources/jobs/TriangleCounting.xml
index ee2acc1..0f44f4d 100644
--- a/pregelix/pregelix-example/src/test/resources/jobs/TriangleCounting.xml
+++ b/pregelix/pregelix-example/src/test/resources/jobs/TriangleCounting.xml
@@ -121,7 +121,7 @@
 <property><name>mapred.map.tasks.speculative.execution</name><value>true</value></property>
 <property><name>mapred.inmem.merge.threshold</name><value>1000</value></property>
 <property><name>hadoop.logfile.size</name><value>10000000</value></property>
-<property><name>pregelix.vertexInputFormatClass</name><value>edu.uci.ics.pregelix.example.inputformat.TextPageRankInputFormat</value></property>
+<property><name>pregelix.vertexInputFormatClass</name><value>edu.uci.ics.pregelix.example.trianglecounting.TextTriangleCountingInputFormat</value></property>
 <property><name>pregelix.aggregatorClass</name><value>edu.uci.ics.pregelix.example.trianglecounting.TriangleCountingAggregator</value></property>
 <property><name>mapred.job.queue.name</name><value>default</value></property>
 <property><name>mapred.job.tracker.persist.jobstatus.active</name><value>false</value></property>
diff --git a/pregelix/pregelix-example/src/test/resources/topology.xml b/pregelix/pregelix-example/src/test/resources/topology.xml
new file mode 100755
index 0000000..2a6c380
--- /dev/null
+++ b/pregelix/pregelix-example/src/test/resources/topology.xml
@@ -0,0 +1,7 @@
+<cluster-topology>
+    <network-switch name="Global">
+        <network-switch name="local">
+            <terminal name="127.1.0.1"/>
+        </network-switch>
+    </network-switch>
+</cluster-topology>
\ No newline at end of file
diff --git a/pregelix/pregelix-runtime/pom.xml b/pregelix/pregelix-runtime/pom.xml
index 1c414ff..29b6ba7 100644
--- a/pregelix/pregelix-runtime/pom.xml
+++ b/pregelix/pregelix-runtime/pom.xml
@@ -7,7 +7,7 @@
 	<parent>
     		<groupId>edu.uci.ics.hyracks</groupId>
     		<artifactId>pregelix</artifactId>
-    		<version>0.2.3-SNAPSHOT</version>
+    		<version>0.2.4-SNAPSHOT</version>
   	</parent>
 
 
@@ -22,8 +22,9 @@
 				<artifactId>maven-compiler-plugin</artifactId>
 				<version>2.0.2</version>
 				<configuration>
-					<source>1.6</source>
-					<target>1.6</target>
+					<source>1.7</source>
+					<target>1.7</target>
+					<fork>true</fork>
 				</configuration>
 			</plugin>
 			<plugin>
@@ -41,8 +42,9 @@
 				</configuration>
 			</plugin>
 			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
 				<artifactId>maven-clean-plugin</artifactId>
-				<version>2.5</version>
+				<version>2.4.1</version>
 				<configuration>
 					<filesets>
 						<fileset>
@@ -72,89 +74,82 @@
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-dataflow-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>pregelix-dataflow</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-dataflow-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-api</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-dataflow-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-data-std</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-core</artifactId>
-			<version>0.20.2</version>
-			<type>jar</type>
-			<scope>compile</scope>
+			<version>0.2.4-SNAPSHOT</version>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-storage-am-common</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-storage-am-btree</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-control-cc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-control-nc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
 		<dependency>
 			<groupId>edu.uci.ics.hyracks</groupId>
 			<artifactId>hyracks-ipc</artifactId>
-			<version>0.2.3-SNAPSHOT</version>
+			<version>0.2.4-SNAPSHOT</version>
 			<type>jar</type>
 			<scope>compile</scope>
 		</dependency>
diff --git a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/IndexLifeCycleManagerProvider.java b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/IndexLifeCycleManagerProvider.java
new file mode 100644
index 0000000..4fce6b3
--- /dev/null
+++ b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/IndexLifeCycleManagerProvider.java
@@ -0,0 +1,22 @@
+package edu.uci.ics.pregelix.runtime.bootstrap;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import edu.uci.ics.pregelix.dataflow.context.RuntimeContext;
+
+public class IndexLifeCycleManagerProvider implements IIndexLifecycleManagerProvider {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final IIndexLifecycleManagerProvider INSTANCE = new IndexLifeCycleManagerProvider();
+
+    private IndexLifeCycleManagerProvider() {
+    }
+
+    @Override
+    public IIndexLifecycleManager getLifecycleManager(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getIndexLifecycleManager();
+    }
+
+}
diff --git a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/NCApplicationEntryPoint.java b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/NCApplicationEntryPoint.java
new file mode 100644
index 0000000..fbebc66
--- /dev/null
+++ b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/NCApplicationEntryPoint.java
@@ -0,0 +1,23 @@
+package edu.uci.ics.pregelix.runtime.bootstrap;
+
+import edu.uci.ics.hyracks.api.application.INCApplicationContext;
+import edu.uci.ics.hyracks.api.application.INCApplicationEntryPoint;
+import edu.uci.ics.pregelix.dataflow.context.RuntimeContext;
+
+public class NCApplicationEntryPoint implements INCApplicationEntryPoint {
+    @Override
+    public void start(INCApplicationContext ncAppCtx, String[] args) throws Exception {
+        RuntimeContext rCtx = new RuntimeContext(ncAppCtx);
+        ncAppCtx.setApplicationObject(rCtx);
+    }
+
+    @Override
+    public void notifyStartupComplete() throws Exception {
+
+    }
+
+    @Override
+    public void stop() throws Exception {
+
+    }
+}
\ No newline at end of file
diff --git a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/NCBootstrapImpl.java b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/NCBootstrapImpl.java
deleted file mode 100644
index e7caeaf..0000000
--- a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/NCBootstrapImpl.java
+++ /dev/null
@@ -1,46 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.pregelix.runtime.bootstrap;
-
-import java.util.logging.Logger;
-
-import edu.uci.ics.hyracks.api.application.INCApplicationContext;
-import edu.uci.ics.hyracks.api.application.INCBootstrap;
-import edu.uci.ics.pregelix.dataflow.context.RuntimeContext;
-
-public class NCBootstrapImpl implements INCBootstrap {
-    private static final Logger LOGGER = Logger.getLogger(NCBootstrapImpl.class.getName());
-    private INCApplicationContext appCtx;
-
-    @Override
-    public void start() throws Exception {
-        LOGGER.info("Starting NC Bootstrap");
-        RuntimeContext rCtx = new RuntimeContext(appCtx);
-        appCtx.setApplicationObject(rCtx);
-        LOGGER.info("Initialized RuntimeContext: " + rCtx);
-    }
-
-    @Override
-    public void stop() throws Exception {
-        LOGGER.info("Stopping Giraph NC Bootstrap");
-        RuntimeContext rCtx = (RuntimeContext) appCtx.getApplicationObject();
-        rCtx.close();
-    }
-
-    @Override
-    public void setApplicationContext(INCApplicationContext appCtx) {
-        this.appCtx = appCtx;
-    }
-}
\ No newline at end of file
diff --git a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/StorageManagerInterface.java b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/StorageManagerInterface.java
index 57bbfbe..0cce59d 100644
--- a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/StorageManagerInterface.java
+++ b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/StorageManagerInterface.java
@@ -18,6 +18,8 @@
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.storage.common.file.ILocalResourceRepository;
+import edu.uci.ics.hyracks.storage.common.file.ResourceIdFactory;
 import edu.uci.ics.pregelix.dataflow.context.RuntimeContext;
 
 public class StorageManagerInterface implements IStorageManagerInterface {
@@ -37,4 +39,14 @@
     public IFileMapProvider getFileMapProvider(IHyracksTaskContext ctx) {
         return RuntimeContext.get(ctx).getFileMapManager();
     }
+
+    @Override
+    public ILocalResourceRepository getLocalResourceRepository(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getLocalResourceRepository();
+    }
+
+    @Override
+    public ResourceIdFactory getResourceIdFactory(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getResourceIdFactory();
+    }
 }
\ No newline at end of file
diff --git a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/TreeIndexRegistryProvider.java b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/TreeIndexRegistryProvider.java
deleted file mode 100644
index 7d66422..0000000
--- a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/bootstrap/TreeIndexRegistryProvider.java
+++ /dev/null
@@ -1,35 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.pregelix.runtime.bootstrap;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexRegistry;
-import edu.uci.ics.pregelix.dataflow.context.RuntimeContext;
-
-public class TreeIndexRegistryProvider implements IIndexRegistryProvider<IIndex> {
-    private static final long serialVersionUID = 1L;
-
-    public static final TreeIndexRegistryProvider INSTANCE = new TreeIndexRegistryProvider();
-
-    private TreeIndexRegistryProvider() {
-    }
-
-    @Override
-    public IndexRegistry<IIndex> getRegistry(IHyracksTaskContext ctx) {
-        return RuntimeContext.get(ctx).getTreeIndexRegistry();
-    }
-}
\ No newline at end of file
diff --git a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/function/ComputeUpdateFunctionFactory.java b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/function/ComputeUpdateFunctionFactory.java
index 1b8fce4..0c09757 100644
--- a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/function/ComputeUpdateFunctionFactory.java
+++ b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/function/ComputeUpdateFunctionFactory.java
@@ -104,11 +104,13 @@
             private final List<FrameTupleAppender> appenders = new ArrayList<FrameTupleAppender>();
             private final List<ArrayTupleBuilder> tbs = new ArrayList<ArrayTupleBuilder>();
             private Configuration conf;
+            private boolean dynamicStateLength;
 
             @Override
             public void open(IHyracksTaskContext ctx, RecordDescriptor rd, IFrameWriter... writers)
                     throws HyracksDataException {
                 this.conf = confFactory.createConfiguration();
+                this.dynamicStateLength = BspUtils.getDynamicVertexValueSize(conf);
                 this.aggregator = BspUtils.createGlobalAggregator(conf);
                 this.aggregator.init();
 
@@ -173,8 +175,12 @@
                 ArrayListWritable msgContentList = (ArrayListWritable) tuple[1];
                 msgContentList.reset(msgIterator);
 
-                if (!msgIterator.hasNext() && vertex.isHalted())
+                if (!msgIterator.hasNext() && vertex.isHalted()) {
                     return;
+                }
+                if (vertex.isHalted()) {
+                    vertex.activate();
+                }
 
                 try {
                     vertex.compute(msgIterator);
@@ -186,7 +192,7 @@
                 /**
                  * this partition should not terminate
                  */
-                if (terminate && (!vertex.isHalted() || vertex.hasMessage()))
+                if (terminate && (!vertex.isHalted() || vertex.hasMessage() || vertex.createdNewLiveVertex()))
                     terminate = false;
 
                 aggregator.step(vertex);
@@ -241,8 +247,8 @@
             public void update(ITupleReference tupleRef, ArrayTupleBuilder cloneUpdateTb) throws HyracksDataException {
                 try {
                     if (vertex != null && vertex.hasUpdate()) {
-                        if (!BspUtils.getDynamicVertexValueSize(conf)) {
-                            //in-place update
+                        if (!dynamicStateLength) {
+                            // in-place update
                             int fieldCount = tupleRef.getFieldCount();
                             for (int i = 1; i < fieldCount; i++) {
                                 byte[] data = tupleRef.getFieldData(i);
@@ -251,12 +257,12 @@
                                 vertex.write(output);
                             }
                         } else {
-                            //write the vertex id
+                            // write the vertex id
                             DataOutput tbOutput = cloneUpdateTb.getDataOutput();
                             vertex.getVertexId().write(tbOutput);
                             cloneUpdateTb.addFieldEndOffset();
 
-                            //write the vertex value
+                            // write the vertex value
                             vertex.write(tbOutput);
                             cloneUpdateTb.addFieldEndOffset();
                         }
diff --git a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/function/StartComputeUpdateFunctionFactory.java b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/function/StartComputeUpdateFunctionFactory.java
index a4d54c8..1bf6a2b 100644
--- a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/function/StartComputeUpdateFunctionFactory.java
+++ b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/function/StartComputeUpdateFunctionFactory.java
@@ -79,7 +79,7 @@
             private ByteBuffer bufferGlobalAggregate;
             private GlobalAggregator aggregator;
 
-            //for writing out the global aggregate
+            // for writing out the global aggregate
             private IFrameWriter writerTerminate;
             private FrameTupleAppender appenderTerminate;
             private ByteBuffer bufferTerminate;
@@ -107,11 +107,13 @@
             private final List<FrameTupleAppender> appenders = new ArrayList<FrameTupleAppender>();
             private final List<ArrayTupleBuilder> tbs = new ArrayList<ArrayTupleBuilder>();
             private Configuration conf;
+            private boolean dynamicStateLength;
 
             @Override
             public void open(IHyracksTaskContext ctx, RecordDescriptor rd, IFrameWriter... writers)
                     throws HyracksDataException {
                 this.conf = confFactory.createConfiguration();
+                this.dynamicStateLength = BspUtils.getDynamicVertexValueSize(conf);
                 this.aggregator = BspUtils.createGlobalAggregator(conf);
                 this.aggregator.init();
 
@@ -174,8 +176,12 @@
                 vertex.setOutputAppenders(appenders);
                 vertex.setOutputTupleBuilders(tbs);
 
-                if (!msgIterator.hasNext() && vertex.isHalted())
+                if (!msgIterator.hasNext() && vertex.isHalted()) {
                     return;
+                }
+                if (vertex.isHalted()) {
+                    vertex.activate();
+                }
 
                 try {
                     vertex.compute(msgIterator);
@@ -187,7 +193,7 @@
                 /**
                  * this partition should not terminate
                  */
-                if (terminate && (!vertex.isHalted() || vertex.hasMessage()))
+                if (terminate && (!vertex.isHalted() || vertex.hasMessage() || vertex.createdNewLiveVertex()))
                     terminate = false;
 
                 /**
@@ -215,7 +221,8 @@
             private void writeOutGlobalAggregate() throws HyracksDataException {
                 try {
                     /**
-                     * get partial aggregate result and flush to the final aggregator
+                     * get partial aggregate result and flush to the final
+                     * aggregator
                      */
                     Writable agg = aggregator.finishPartial();
                     agg.write(tbGlobalAggregate.getDataOutput());
@@ -244,8 +251,8 @@
             public void update(ITupleReference tupleRef, ArrayTupleBuilder cloneUpdateTb) throws HyracksDataException {
                 try {
                     if (vertex != null && vertex.hasUpdate()) {
-                        if (!BspUtils.getDynamicVertexValueSize(conf)) {
-                            //in-place update
+                        if (!dynamicStateLength) {
+                            // in-place update
                             int fieldCount = tupleRef.getFieldCount();
                             for (int i = 1; i < fieldCount; i++) {
                                 byte[] data = tupleRef.getFieldData(i);
@@ -254,12 +261,12 @@
                                 vertex.write(output);
                             }
                         } else {
-                            //write the vertex id
+                            // write the vertex id
                             DataOutput tbOutput = cloneUpdateTb.getDataOutput();
                             vertex.getVertexId().write(tbOutput);
                             cloneUpdateTb.addFieldEndOffset();
 
-                            //write the vertex value
+                            // write the vertex value
                             vertex.write(tbOutput);
                             cloneUpdateTb.addFieldEndOffset();
                         }
diff --git a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/touchpoint/RuntimeHookFactory.java b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/touchpoint/RuntimeHookFactory.java
index f7d0018..c025f85 100644
--- a/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/touchpoint/RuntimeHookFactory.java
+++ b/pregelix/pregelix-runtime/src/main/java/edu/uci/ics/pregelix/runtime/touchpoint/RuntimeHookFactory.java
@@ -15,12 +15,12 @@
 package edu.uci.ics.pregelix.runtime.touchpoint;
 
 import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.mapreduce.Mapper;
-import org.apache.hadoop.mapreduce.Mapper.Context;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
 import org.apache.hadoop.mapreduce.TaskAttemptID;
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.hdfs.ContextFactory;
 import edu.uci.ics.pregelix.api.graph.Vertex;
 import edu.uci.ics.pregelix.api.util.BspUtils;
 import edu.uci.ics.pregelix.dataflow.base.IConfigurationFactory;
@@ -40,14 +40,13 @@
     public IRuntimeHook createRuntimeHook() {
 
         return new IRuntimeHook() {
+            private ContextFactory ctxFactory = new ContextFactory();
 
-            @SuppressWarnings({ "rawtypes", "unchecked" })
             @Override
             public void configure(IHyracksTaskContext ctx) throws HyracksDataException {
                 Configuration conf = confFactory.createConfiguration();
                 try {
-                    Context mapperContext = new Mapper().new Context(conf, new TaskAttemptID(), null, null, null, null,
-                            null);
+                    TaskAttemptContext mapperContext = ctxFactory.createContext(conf, new TaskAttemptID());
                     Vertex.setContext(mapperContext);
                     BspUtils.setDefaultConfiguration(conf);
                 } catch (Exception e) {